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there's a lot of people who work for the same reason that I work, right? Because there's a good purpose for it, that I know what I'm doing. And I ","I have a thing I need to get done that's in my computer and that's in the mail. And I have to go out and buy some more mail and send it off. I need to","and I've had a bunch of people that I have to call to see if they want to be in my family, and then I get to the point where I have to say, do you wan","and then I was just doing all kinds of little things in my life and then, then, it just seemed like that the economy was getting worse and worse and w","and it's just a matter of time before one of you will have a stroke, and you'll be like me and be in a wheelchair for life. And so if I want to have a","I know there are different ways to make a living. I know I could do a job I can do, but it's a lot more difficult to make the same amount of money. It","it's 12:15. I'll see if I can get the job. That's a big job. I'm glad I have it. I'm just wondering what it will be","you know, you look at it, I mean, this is how it's written. So I don't know if I want to go in, or if I want to not go in. I","I was thinking about the 1948 attack. And we know that there is a connection between the 1947-1948 war and the 100 percent","I'm going to be out of town next week and I have to take the kids to school every morning and I wonder if I can't just leave the kids here with someon","we should be doing this in the summer. We were supposed to be doing this, but I think we were gonna have to do it in the winter because the winter's c","and then I have to go in and work and I go in and I have a little bit of a hard time because I've got to make a presentation... I have a lot of stuff ","I've got to get a new car. I have a car right now that's almost two years old. It's a pretty decent car. It's not that I need it for anything in parti","you're not going to get a new car, not this year, not this time, not anytime. Your job isn't going to be good. It's not going to be this good. And","and you know, when you're at a place like that where you can't afford to get stuck, and you're going to have to make a decision that could change your","I was looking at the parking lot... and I saw the big red car... and then I remember I had one of those red cars, and I got in one of those cars and I","I was saying this morning that my father used to say that I had a temper and my mother used to say I didn't. But they had a little temper together and","I'm still thinking about that. That was the point when I was in college. I was in this program to go to the Peace Corps for two years and I went down ","I have a lot of plans to do, a lot of things to do. I want to buy a house, I want to get a real job, you know. I'd like to get a","I'm going to try to write a novel. I'm going to write a novel...and I'm going to sell it to a publisher. I don't want to just do this by myself,","I just can't stop thinking about you, I mean, it's been a year, it's been really weird for me. I mean, you know, I've had a lot of fun with","I got a nice gift. I've been trying to get my friend to buy me a gift. So he got me a gift that he said was a really great gift. So I'm gonna get","I've been working on my project again. I'm working on the thesis for the class. I'm supposed to be working on the first chapter. I'm doing this thing ","and I think that the big problem is that we have such a big number of people who are in this area, but there's so few of us who can get up and give sp","you know, I have a good friend who is a scientist... he's studying this. He's a computer guy... and he's been studying how people get their informatio","So I was thinking about the things that I don't like about the university. I was thinking that when I was in high school I was in a class that was ver","I guess that's kind of funny. And I think I remember from reading in the newspapers that a lot of those things have been discovered. But there were so","there's one thing that's kind of interesting to me, that we can't quite say, that we don't know if it's true or not, or maybe it's not true, but,","and the one thing I really am interested in, it's in a very narrow field of interests, but it is a very narrow one, is how much of my work is influenc","a new perspective, a new insight, a new point of view, a new understanding...if you do something you can't help doing it, and if you have the choice, ","and there is a sort of ... the universe is the cosmos, which is the sum of all the things that exist, and everything is in space, and everything exist","And that was what happened to me with the great change of my life. I went into this big monastery of my own free will, and I found myself living in th","we have come to the point of a fundamental change in our life, and I would like to use that time to think about something which has always been the pr","there's a word, there is one which is the root of all words, there's a root of all language, and I am now about to give that to you, and I would like ","then all of a sudden I had the feeling that I was in the world, and then I felt I was in a country, and then it was as if I was in an arch, and then","that is to say, if one has been, in a certain sense, like a person who, at the time of his first discovery of a new field of experience, is also in th","a thousand little birds, you can see, at the end of a branch, the end of the tree, the end in the air, at the limit of a branch. The whole of creation","I'd better have a drink of water before I begin this. I'm beginning to feel parched. ...I'm going to get the water and take a drink. ...I know, the gl","we can't think it, you know, the truth of the matter, you know, that we can't make it, and then we can't feel it, you know. It's so hard","you have to find out the difference. I mean, there is a difference, the difference between the past and the present, the difference that there is betw","And then he's got the problem of how to solve the problem. If he wants to solve the problem, he will have to know how to solve it. So the problem of t","so if you're going to live in a world where you don't have any power, you may as well make yourself a little bit stronger, just so you can fight back ","and you have to make sure that you're going to use this as a resource for the next stage, to find the truth, if there is a truth, if this is what is g","myself...I know that you know that I am going to be dead when you leave me...that you know that your last memory of me will be this. And I want you to","what is happening is that when we are in the unconscious part of our consciousness, and we are in a state of unconsciousness, then we do not need to h","it's not like he's going to go all the way to the moon and back without a satellite and the rocket and the fuel and all of this, but in a very, very s","you're like, you know, I could put it this way, I don't want to be in your shoes. I'm a lot better off without you, and you can't see that you","And then we're gonna do something with it, you know, but then I gotta, I gotta think of what it is, what the real world is going to be like. What's go","if I were a different person, if I had a different personality, would I have had different relationships with these people? If I had been different, I","It's not that I don't know what to do, I just have the fear of failure. I would rather not be an entrepreneur or a business owner because I would rath","I can't put this together. I think this is a bad idea. I know that I should have been able to figure this out. I'm trying to figure out how to get ove","I feel like I'm in a classroom, or at a meeting, or something like that. I'm not even sure if it's a classroom or a meeting, but I'm there in some kin","The next one is going to be like a test of my abilities, and then the next one is a test of, is that even necessary? I don't think it is. The next one","there's one more thing I want to mention. And that's that in my mind it's not like I'm just going to be in this room on the day of the competition, th","this is a strange feeling. It's hard to put into words, but it's like something's not quite right. I keep expecting something to happen, but nothing d","[T]hey're kind of [looking] for a way to get more information, and it doesn't necessarily have to be real data. They can use data that's already colle","and I'm thinking about my brother, who's always, always complaining about me. And it's just like he doesn't realize that he's the one who's the proble","I'm gonna be fine. I'm gonna make it through. I'm a pretty good kid. I'm good at a lot of things. I've been to college. I have a degree.","we got some food that came from a ship...I can't remember where exactly but they got food from a ship. I know a guy that's like in the navy or somethi","I'm thinking of the way they're going to be going back in. I guess it's going to be a big problem. I mean, I'm thinking, they've got to have their own","and then we get to the point where I need to be on the road... so we just want to make sure that we get that in order first. And then we can talk abou","the government is really gonna crack down on us. I've got to do some good work. I mean, I could really make a difference in a lot of people's lives. T","that's the thing about the economy, I mean, they have their own budgets that they spend their money on. So that they don't have to go and spend the ta","the thought about the woman who said the house should be on a corner, and we've got a little bit of money and so on. It's the whole point, if you had ","I was on a plane to New York and we landed and the next thing I know I'm getting my things together and I'm just in a rush. I'm out of here. I'm getti","this is the same thing we had in 1960... 5,000 miles to go. I have to get to the airport in two hours. I have two hours to","[I'm] having a thought about a friend of mine, he's a psychiatrist and I was in an ER [emergency room], a car wreck, and he had to do some sort of a","it's really nice because it's a pretty good day, not too hot, not too cold, nice to be out with your family. So I have my family this year. I haven't ","I'm in this car. I'm going to the grocery store, and I'm going to pick up my wife and we'll go back to the house. I'm thinking about the house. It","we went by the place where you'd get your things when you were done. That was the same place I got my things, so I remember that one. That was on the ","and then you know what I do is go to work. And then I come home and I'm at the gym. So I do that. So I work and I'm out. I have two","[in my dream] we were going up in a boat and I saw a dead person in a box and it was like we were going over a hill and the boat started sinking. And ","I'm wondering what it is like to be in space. I've never been. I think about it. It would be so amazing. And I know it would be dangerous. I would wan","I remember a lot of things. I was in the store. I was a kid. And I remember in the store, they were making a big big deal of the price. And then they ","you know what it's like? It's like I've been through this movie a couple of times already. I'm sort of looking at this and I'm seeing the things that ","and my parents are sitting in the kitchen eating and I am sitting in the back with my friend and my friend says, 'My parents are watching it [the movi","I know a man who's got a daughter that's like that, you know, and he just-- he just said 'Oh, she's going to be okay,' you know? But that was","and it's like when they put them in these little boxes and the kids get up and put them in their desks and there's a line, a line of them, and then th","I have to get that thing in here before they start the other. ... I want to be in there when they start it, so they don't get the wrong one. ... They'","well, there's no way to get into that one...it's...that one's...you know, you'd just have to, you'd have to, like, a lot of people...","the past. I'll think about what I'm going to do about this. Well, I have to get up there tomorrow to fix this, and I'll call him tomorrow and set up a","the things that you have to do that you didn't do last night? Well, the main thing is get out and get some sleep, get some rest, get up early in the m","the same, same old stuff... I mean, we have a new phone in here, we have to put the phone on the line, put the phone in the book... we have the new ph","we're not really good at it. I'm not really good at, you know, I've had to buy, I've gotten a lot of stuff on line, but I haven't learned the","The thing that's really funny about me is that I can get a little nervous if I see a couple of people in a line in the middle of the day, or if there'","I had the idea of doing the same thing with a couple of people that I know. They know me quite well, and we're friends, and I figured, if they had the","so the computer's always on, even when you don't want to use it and I'd have to shut it down. We're using it to learn and we're using it for... like i","and my brain's a bit tired, I've got a headache. And I'm not feeling well today. I'm a bit nervous about what I'm doing. I have an appointment to go a","yeah, I guess, and it's like, 'What do you do on vacation?' And you go, 'Well, I go to my hometown.' And like, that's really all you can","I was thinking that if we had more time in our session we could do a little bit more work, so, let's do another session tomorrow or on Friday, yeah. T","yeah, and then there's, like, I was going to say this other thing, and then I was like, well, I'm just gonna move on to the next one. And then the","there's one thing I want to do. I'm going to put the phone on. I'm gonna be a little more diligent and get around to putting that out there. I'm proba","you know the other guy, he's going to try to find the guy who stole the money. But you know, you got to tell him, you know, it's a good thing you got","okay...we've got a number of things here, you know, the first one is we've got the, um, I guess the thing we want to do first is we need to have all","what I'm saying to the guy is, if you're willing to do a 300-page paper, and that's, if you can, like, put it all down on paper,","there is a way to do that without having to use the computer and put your money down and say I'm going to use a computer for this, and then you pay a ","I have an image of a man holding a child that I would like to do, that's a lot of fun. It's a picture of me and a little boy, a lot of little boys","So, they are not there, but if you look at it from an outsider's perspective, a perspective of someone who is looking at you from the side, if you are","And when I go to the mountains, I think of it, like, when I'm, say, in the car, I'll think, you know, I'm going to this mountain, and","And then you can make a list of all of the different kinds of animals that are native to the United States... I mean, we have lots and lots and lots o","my mother was a nurse, I remember she was a nurse. I remember her going to work every day, I remember her saying, 'Oh, I'm going to work', and she was","you know, when I was younger, my mother used to do something, a lot of times I think, it was because she had to. She used to, I'm not sure if you can","[T]hey are [the people of the world] coming to me and asking, 'How can I get more money?' and I say to them, 'Well, there's a simple way","I'll have to make a few adjustments in the way I talk to the kids. I've been giving them a lot of discipline. I'm not sure if I should have done it mo","what about the last week or so, has anyone heard anything from you? ...No, nothing. No, nothing. Nothing. Nothing. What's going on? ...What's going on","I would like to make it sound like I'm doing that for the benefit of the reader or to make my life more meaningful. I feel that if you just tell the s","and I wonder what the next part is going to be. You know, there was a part of me that I was quite surprised that I was going to do this because I am n","I mean, that's one thing I do know, I know I'm in love with someone, but I have no clue who, and I'm afraid it's a person that I am not even","the weather is beautiful today. I hope we can take advantage of it. The garden is beautiful. I don't know if there are any flowers in bloom. It's the ","I have a project. It's not a very original project, but it is a project anyway. I want to write a book for a certain magazine. I don't know if I'm goi","and they were just trying to keep it clean and new and stuff and there wasn't a lot of the other kind of stuff but we have the little house here and w","I don't have a dog. I'm going to get one, or at least I'm thinking about getting one, or I have some plans about getting one. I haven't gotten one, bu","[t]he story of a person who's been on this planet a little over ten years. And they were living in the city of Cleveland. And they have a daughter and","and then we were told that we were to come up with this new...thing. And, of course, the way we would go about doing that is we'd be in these little g","I just wrote this to a friend, but I had to take a long break in the middle of it to get some coffee. It was just kind of going on and on, so I got so","and then I have the sense, because I'm working on my report and I'm getting the report ready to turn it in, to turn it into this whole process of tryi","I have a 45-minute nap right now. I'm trying to think about the text. I'm reading, I'm going through the text again. And I want to have an idea of","and it's like, you know, that's actually the case. I mean, that's what I do and the idea that you have to do all this. I think this is actually more o","okay so the thing I need to remember, it's something like it, like, uh...the thing I need to remind myself is that, you know, you shouldn't assume tha","it's kind of like, you know, in the back of your mind, you've got this little thing that's, I guess it's like an internal, like a conversation, or lik","I don't like it when you take out the trash. It's very disgusting. I mean, there's nothing in it, right? There's only moldy food in it, and there's","I've been thinking about how my friends are doing, because they haven't really been in contact with me and I'm trying to reach them. It's been a while","[I]t's almost like a kind of... I don't know. Like... I was looking at the computer screen. I'm just thinking about... [I'm] thinking about the...","oh, this is all happening in real time. It's not a simulation. I am really feeling this. And so, you know, like when I say, I'm looking at a person,","my life is a little bit like a movie, it's a bit of a weird movie, I'm not sure why I watch it, it's like the movie's in the background of my mind","I'm going to try to talk to somebody about this. I have this idea. I can do something. I'm going to go talk to somebody, probably somebody that I know","so, yeah, that's kind of how I see it, right? But yeah. You know, you can get pretty into it. You know. Like, you can even get into the,","so you've had to get used to this kind of thing... it's always a little scary... you know, to be, you know, in this kind of environment, like a lot of","I'm going to try to have a discussion about my thoughts that I'm having about this study. I'm thinking about whether there is a lot of data from studi","I am looking at the question, and I am thinking that there is one way to answer the question, but it's not the best way because the best way is to dra","I've got a few things going on. I've got to get a lot of my notes on a piece that I'm working on, because it's going to be due next week, and I","oh, I know that if you were to ask me, what are some of the most interesting, I don't know, things that I've done in my life, I would think that writi","I'm sitting in a coffee shop. And it's just me and this waitress, who is 17-years old and she's kind of cute and I'm trying to order my coffee. But","And then I'll be back to the house. I'll come back to the car. And I'll be ready to go. And then I'll take a shower, and get into bed. And","this is my last year in high school so I can't say that I have to be home by a certain time, I can leave whenever I want to but I'm going to be home t","and I remember when I first started this, the very first time, I started to make a list, and it was so long, and it just went on and on and on, and I ","that's really just an abstract idea that's a little bit, it's a little, a little bit too hard to grasp. And I'm kind of just, you know, thinking about","So I have a thing that's been going around the internet for a while, where you're like a teacher, and it's a little game to help you figure out how ma","there's the part of the body that has the most muscles, like the chest. I'm not a bodybuilder, but I've always been interested in that part of the che","it's really good, because you just can't get out of bed, because the sun is really strong, and you don't have your window shades down, and you get lik","I'll be a lot of time and then we can go to bed. We'll be all ready for bed. ... So we'll be, we'll be a, a really tired because we'll","I think I've seen some of these pictures in a book. I'm not sure. I think it's a book about cars, but I think there was a woman on the cover. I don","so you get to the point where they don't think that much. If you don't think they're going to do it again, that's that. So there's the same thing for ","you know that the key to our existence is what I call, I don't know if you'll like it, but the key to existence is a sort of love, and that's a sort o","a picture of the room with a chair in it and a lamp on it...a man in a suit...a woman in a skirt. A man in a coat. I'm going to go to","and I've got to take a look at my teeth, too. I haven't done it in a long time. And I've got two little things that I've got to get out. I","I'm talking with somebody I used to be friends with and then I didn't see them anymore. I called them, I told them I was moving out here and wanted to","I have no idea about the... I'm not really a political type. I mean, I can kind of follow it, and I guess I would like to do my little thing on the...","and I'm a big fan of The Beatles. I'm a huge Beatles fan. And then I went to Europe, and I went to Germany, and then I went... I went to France,","I just read in the New York Times last year about how there's this guy, the head of a firm, and they have a carload of people coming in to interview h","you know what I think the problem is, it's that people don't understand how the technology works. They just assume that there's a magic wand and we ca","the most important thing to do in this world, the first thing, is to have a good relationship with other people. It's the key to everything, but that'","I've got to get some sleep. I don't have much time left. I've got about a month, maybe less, depending on how well I go. The most important part of my","there's this guy named Tony. He's a friend of mine. I haven't seen him in a while. We're still in touch, I guess. I got his e-mail address, so","there are no new ways of thinking, there are new ways of doing things. A way of doing things is a way of thinking about things. Like a way of doing a ","what we were going to talk about today, well, that was really a surprise. That was not what we talked about yesterday, because I was not sure. And I w","I'm a very nice person, I'm not a very nice one, and I'm not one. And I've been a very nice person. It's all the same. But then, I","and I have to talk about it to someone, and that's one of the reasons why I like to write things down. I've had this situation in my life where I'm in","I have a friend who is a chemist. His work has to do with some chemical. They had an accident with a certain chemical and he was at the scene of the a","a little later, I was playing with the man. And I said to him, 'I want to get rid of these things,' and he said, 'you have to get rid of them'","I have a theory. It's a very general theory of the mind, which has been applied to the mind in animals. It goes back to the days when people thought t","I guess the question I would ask is, what is the ultimate goal of science? What is the point? In other words, if the ultimate goal is to find out thin","the system of knowledge that has been constructed from the moment we are born, that is the system of knowledge which we learn from books, and which is","that is, the part of the mind which is unconscious, which is not accessible to the conscious mind. You have an unconscious mind. The unconscious mind ","you have a feeling about this world, which is very close to the idea of the 'subject'. The subject is the image of the world, and in this image the su","[a]s a kind of metaphor, we can use a model of a thought process. If the thought process is a linear sequence, we can have a model that has a very spe","the new language, it's just a question of giving it the right grammatical form...we are trying to formalize this language. So, for example, there's an","a feeling of having to keep in mind the time and the place... I feel the need of some structure. This feeling of having structure is very useful when ","[there is] an obvious sense in which the [p]henomenological [d]escriptivist and the [c]artesian [a]bstractalist are both using the concept of","this is a typical example of an association by similarity. The idea that it is a 'typical' example is based on the fact that it has a 'closeness' to o","and, in the same way, the person in the chair will be able to use these terms to define the experience that they have had, and they will have the abil","a child who, in my opinion, is in the process of building a new, more coherent personality, is in a state of uncertainty as to which personality is th","that's another thing I'd like to do. I've been thinking about doing a 'Masters' degree in music education. And, I think it is appropriate to pursue su","there is no place for any of these things in the world that is not based on some kind of utility. In the sense that an item of knowledge has utility, ","[I]t was a difficult period in my life, and I was going through the experience of a profound, but not yet total, shift of orientation. I felt, at this","I don't like the way that the literature in the area of organizational behavior and management seems to be. There are some interesting hypotheses put ","and I think that the whole of human history, from the point of view of human culture, and not just human technology and so on, but human culture, is b","[I]f you just have a good, real, deep sleep, you will remember nothing. And if you just have an intellectual sleep, you remember very little. What you","the man has to make a choice: either he will be the kind of person that is willing to stand up and fight for the freedom of others; he may be willing ","what is this thing that we call 'mind' anyway? Where is it? Is it a substance, a physical thing, a software? Is it an energy? Is it all of the above?","a large number of things which we think are all part of one thing, and so in many ways it is one thing, but there are also many other things which we ","my mother is a very unusual woman. I'm a woman who is very close to my mother. We have a strong and very close relationship. I've had that all my life","[T]he first thing I had to do when I was in this state, when I was here in the hospital, was to accept that I was no longer young, that I was getting ","but then the whole question is, is there any such thing as a problem that you cannot solve? Is there anything that you cannot understand? ...and I do ","I want to say, this is the sort of thing that people who have done it know well enough. I'm trying to find a word for it, I think. It's a sort of,","And now I'm thinking about the things I think about. I mean, there's a sense of knowing that there are certain things that I've thought about more tha","I am trying to explain my problem in a way that is understandable to you and, I think, to myself. It is this: I feel that there is a connection betwee","it's very interesting. You know, I think that's one of the reasons why I am so very much attracted to this whole field of human consciousness, which I","it's a little bit like having to sit and be with myself as the only listener, because there is no one else around to do anything else except think. An","and I had this idea to look at the way that a group of people would respond to a given situation. So, for example, one way of looking at a group of in","there's a lot of things, you know. One of the things that comes up for me is this idea that when you're in a state of relaxation, when you're not acti","and so we have that we have that is not us, and that is not the world, and that's the universe. And so we have a sort of a world, a self, and the","It's not just the content of thought, it's the context of the thought, which is very important. You know, that is what's so wonderful about this study","so the result is that it is not clear what is the object of the cognitive science enterprise, and there is a general feeling that the cognitive scienc","And then I don't have much to say because I'm not really aware of the physical world. So I don't really know what to say, I just know I'm there. And I","I'm thinking about some kind of game you play. It's not a computer game, I think, but it's a game you play, you have to win the game, you can only pla","it's just a few feet away. If I go out the front door, I'm outside the building, and there's a street to the right, and a street to the left, and the","I know, and I don't like to think about that. I think about that all the time. I know it. I know that I'm an idiot. I've been called an idiot.","I have no idea why I'm doing this. I just want to know. I'm here to try to understand what's going on. I'm in here by choice. I'm just trying to","[I] can't wait to start writing this again. It's going to be a good book. The first time I wrote it I had no idea what I was doing. I was just trying","[I'm] looking at the second image on the board and it's... I'm not sure what... but I'm thinking, 'oh, maybe that's something that I could do with a","that's why it's such a good example of how people come to believe that the universe is somehow fixed in some way, when really what they're saying is, ","what I think, is that, as a researcher, one's tendency is to, uh, to say, 'Well, this is what I think,' but sometimes it's more important to say,","so I have these two variables, X and Y and they have some correlation. Now, the correlation is a statistic and there are lots of ways to think about t","I'm in the middle of a story. I have a character who's been kidnapped, who is being held prisoner in a mental institution and it's a puzzle game. And ","the mind's eye, where I see everything, but in a way, it's not exactly a thing, it's a thing of things, it's an idea, it's the idea of the","I am imagining myself being a mathematician or a physicist or whatever and I have just found out something new and I am trying to formulate what it is","now we've got it. What the hell's that? I've never seen anything like that before. But, you know, if I had seen it before, I'd have had some sense of","and this was the time when the new technology began to come on stream. They were, in my opinion, the first of this kind, and I saw it and I understood","The more you get in the middle, the more you get the feeling that you have been there before. ... It's a feeling of déjà vu. It's a little bit like re","the past and the present are the same. When I look at a picture of my mother or at the pictures that my friends have sent me, I'm looking at a picture","we're trying to say to you that the problem, the conflict that you are experiencing, is a result of a conflict that's going on inside you. Your consci","there is a small hole in the wall, and a little bird is trapped there, and it is trying to fly out of the hole, but it doesn't have the power to do th","and I see the door behind me, and I'm looking at it from a little further back, and then I go into a room, and I see a mirror, and I don't know what","and the light was on and I saw it was a light and I looked into it and it was a mirror, and I had a glass of water in front of me and it was glass, an","I'm wondering how much my dad is affected by the fact that my sister has Alzheimer's. Is he able to accept that? Or is he fighting it? I don't know. I","I am not sure I understand what you said about the side effect of a drug on a person's mental state. That is, if someone were to take a drug that affe","and that's why I think that we'll have to do that anyway, right? Just because it's in the name doesn't mean anything. Just because the title is the ti","I'm thinking, I'm looking at a lot of data, a lot of different things and they're all coming in at once, and I'm trying to make a connection, make som","and it's... it's something that is, I don't know what the word is, but it's something, I don't have the word. But it's something like, there are two","So, I mean, it's a really good, you know, the way, in a way, in which, in a way it's really good to think about, is to think about how","and I'm thinking of all of the things that you know that are important in my life and what I'm doing with my life now. And that I'm not going to be do","it was one thing to be so in touch with the world that you're going to make a lot of money and all these different things that you can think about. It","the very last thing that's going through my mind is what I'm doing right now, which is actually writing. It's kind of interesting, because I'm writing","I'm in a kind of a room now, that's kind of a high ceiling, a very, very high ceiling. And I'm sitting at a desk. And I've got a stack of","and that was the first one that came to mind. And then the second one is the next one that came...oh, I'm really thinking about that right now. The se","the words 'Ariel' and 'Tangier', and I've thought about them quite a bit. They're, well, they're sort of connected in my mind with this sort of place","and then this is a little bit of a digression, but this is where I got the idea to do this because I remember in high school, I was on the debate team","So I'm sitting here at my computer and I'm looking at my calendar. It's the day before I have to give my final speech, and I just started writing this","so it's sort of a crazy idea that you would actually need to do that, and I can't say why, but it's a little bit crazy, and I'm not sure why, but","So we had a meeting last night and we were talking about how the students will have to go through, we call it the 'paradigm' shift. And we're trying t","and then I'm going to tell you what I'm going to do about the whole thing. I'm going back to my bookshelf and I'm going to write out a book outline. I","I'm talking about the impact of the Internet, not the Internet itself. That's really my main point. If you look at the Internet and think of all the g","It's a very interesting question. In my own case, I've seen a lot of people that are very smart, very high-IQ, very bright, but they're also very inse","you know, it's funny, when I was in my twenties, when I started going to work, it was just, it's like, there are so many things that you know that are","it's an interesting question, isn't it, the question of the future. And how far you can predict what's going to happen, because, it's just not going t","the government and the military, and they are doing things like, for example, the [inaudible] program. I've seen them on the news. I haven't seen this","so the idea of a national census, that would be something that would be very hard to implement and hard to be able to get the results back on time. Be","[in] a couple of years I'll probably be moving into an apartment. I'm sure the property that I've got that I'm interested in, that's a really good pri","I'll never forget a good friend of mine, who passed away. She was a nurse, a very nice, kind lady. She was doing an interview, she had a very large he","we're at this place and you're not there. You're on the other side, you know, I have to go there for the second time. We're not there yet. I can't","I remember this very well. It was an event of a certain kind in my life when I was a boy. And it was a certain event in the history of the village. I ","It's like a person who's sitting there and he's saying, I'm going to go home, and he's sitting there for three hours, and he gets up, and he goes home","It's a pretty funny way of having the 'it's not for me' idea, but, I've never been able to take that particular thing seriously. That is, it's a sort ","a man is standing here, and he's looking at the TV, and he sees this man in the TV, with a camera, and he is saying: 'You're the guy.' And the","this is all because of a man called R. B. Cox, and he was the first one that came into the field and started the whole business of the business of the","[S]ome people will say, 'You can't be a pacifist and a Christian, you can't be a Christian and a pacifist.' And I would say, 'Well","I'm having an experience of what it feels like to be on a skateboard. It's the sensation of a skateboard as it hits the ground. I've had that feeling ","I don't think there's much of a difference in the way you write a novel as a novelist, and as a student in literature or history or philosophy. But, I","this is one of the great difficulties in the history of philosophy, and one of the most difficult areas in psychology. It's the problem of consciousne","I'm thinking about that in the light of what I think the distinction between the two might be: namely, that the more I know, the more I don't know. Th","I think that a very important issue in the psychology of personality is the extent to which personality is a function of the degree of unity that ther","this is the idea, I think, that a machine would be able to have thoughts of its own, in that it has a mind of its own. That would be the philosophical","and the things that I'm going to do that aren't things, in a sense. For example, if I am thinking that something is important, then I want to know, wh","it's a feeling, I don't know. I just feel that I'm part of a lot of things, and I'm not sure of the way in which I'm related to it. I","so there is a certain amount of research that is going on in this area, so it's not just a kind of uncontrolled experience, and that is what is of int","I'll have a nice lunch here, in the afternoon, and I'll have a lunch here in the afternoon and it's a good meal and it's good in a way but it's a meal","I am a woman, I am a person, I am not an object. That's why I am a woman. I am not a person in the abstract, I am an object in the abstract","I feel like I should do something with my life. I don't have to do it at work. I just want to feel that I am living. That is, I want to be a part","and I want to look at what people were saying about it. What kind of an audience did you have? In the case of the second movie, what kind of an experi","it is the ability to produce words that is at the heart of language acquisition and production. But what's really interesting about it is that the chi","and they're the ones that I am most familiar with. But I think a lot of people are familiar with that. And I think what makes it interesting is that i","a lot of the things that we do are, are really based on these little bits and pieces of information that we've heard. And I guess what you're getting ","I'm looking at some of the research that's being done into the use of these techniques in education, and it's very interesting because when you look a","and I think that it's interesting to see that when you've got a language that is just the most general sort of, like a language that has a very wide s","I know, the thing about, the thing is, and the other thing is, if you're going to use the model of a metaphor as a metaphor, I think, in fact, that wh","I have this idea, a theory that there's a continuum, between the 'mind' and the 'brain'. In a certain sense, we have this continuum. In a sense, the m","I've got to think of this as a kind of game, a game of being. It's a game of becoming. So it's not a game of, oh, 'the ball is moving","I think you see the reason for the word, the reason for being in this environment. The word is 'heaven'. This is the word which is most commonly assoc","it's all very well to say that you know how to do things but actually, we never do them, because we have no knowledge of how to do them. ... the idea ","this is the feeling of an organism. So if you were to take any organism that had developed as a result of natural selection, that had the ability to a","I've got a feeling that we're all, on some level, like computers, with input-output systems. I'm not talking about the sensory input-output system; I'","I have this idea that people have different levels of consciousness and the ability to perceive and understand and reason. The question is, what do th","all of it is a product of the brain and all of it is unconscious. Everything is happening in the brain and we have a very complicated, sophisticated b","there's this idea that what you say and how you say it is more important than what you're saying. It's kind of a dualism between content and expressio","it's like trying to learn a language. You hear things, and then you try to repeat them, and you hear things again and try to repeat. And you say: I do","and then if we're lucky, it's the 200th year and we're still here, or whatever the date is in the future. And we're still using the same technology an","this is a small part of a long project I've been working on, that I have been working on since 1996. I was interested in this, and this is a good star","that's what I'd call an 'idea', and that's not really what I've been calling 'thought' in this book, although they overlap. 'Thought' is the process o","I've been working on an essay and it's the best one I've written, and I'm thinking about how it would be if I were to publish it. What would that be l","the whole thing with the sense of responsibility, I think that's a pretty big thing in the world. Responsibility is, I don't know, it's a pretty unive","we could get a lot out of that, because... we know that... and... I'm... I'm not sure... but I think it's a lot to do with the nature of the...","So I think, I think the way we get rid of the problem is we get rid of people who have the most power in this world, and we make it so that no one has","So we need to know what makes us think that way, and we're trying to do that right now. So, when you hear me say something that doesn't make any sense","It is a kind of memory of a kind of system. So it is a kind of memory that is of a kind that is part of a system, and so it is a memory of a system","and there's the same sort of thing with the state of the universe, which is a complex system, a system that has a certain state that is a description ","this is something that, like the previous one, I would say is more of a theoretical model, a mental model. It is an internal representation of what we","the thought was to say that that's a good way to do it, but if there is a good way, you should be able to do that in terms of the geometry of the prob","but what if we're wrong? Well, we're wrong anyway, but what if the wrongness is such that it requires us to abandon the theory? The point is not to be","[thinking] about the notion of the word in its various aspects: in terms of its relationship to the sentence, its relationship to grammar, its relatio","and I can see, the time in my head is the same as the time in reality. But when I'm outside the body, I can see time, in fact, I can hear time.","13th of May, 2004, 6:00 am - 6:30 am, 52.640 seconds. This is the start","and what I see is that that's one, I see one and one and a half. Now that's a problem because the time is in the middle of the day, the 2,","and I'm on the other side of the universe, I'm on Earth. So I've got to move back, I've got the distance that's 1.5 light years. Now,","(breathing) the sky is very dark today, it is not a cloud, it's a kind of, like a veil or something. (breathing)... it's very, very dark,","that's a nice thought, isn't it?...that's a beautiful thought. ...this is what you can see in your mind. ...and it's a good image. ...if you imagine","this is my first attempt to do this and I've been asked to do it for a week and I am doing this for a week... it's a strange experience, it's not easy","It's a real good example of a 'trick' that's being done with the data. I've used it in class many times. It's like the famous 'cold fusion' case.","the person in the first sentence is in the same place as the person in the second sentence. But the people are in different places. So maybe we have t","I'm trying to see what is going on here. This is the first time I've really gotten into a dialog about the structure of consciousness. This is my atte","now I'm trying to see, as I go along, how I'm trying to think about this. So I'm trying to recall an instance of a word, a concept, an idea, an","I want to understand how a human being works. How a human being can be a part of a system, and how that system is created and works. I want to be able","And this is where my mind is in some ways, this is a very interesting problem in this particular domain where the questions arise, in fact, where the ","and, you know, that is exactly what I'm trying to do. I'm trying to break the cycle, and I think that one of the keys to that is to do what I just did","[this is] like the game of chess, where you are not going to play a move if you don't think that it is going to be the most effective move. And that i","what we're looking at now is not a true, as it were, ... what we're not doing is a true or false or yes or no or good or bad, we're not making a","my finger's not going to work because it's going to be too sensitive and then it's going to have a different function. The other reason is that I was ","and I just want to say it's not the first time that I've seen these two pictures in my mind at the same time, like, that's why they have such a striki","And then the image of the arm, and that's because we were playing with that, and then I wanted to do an image of a head, and then we played with that ","you know, a lot of the times I think that the things that we talk about in this group, there are a lot of different things that we could talk about, b","and then there were some sort of [pictures] of like a girl who was like a little girl, like a kid, like a very small person, and the other person was ","and it's a really important idea because what happens if there is an event? What happens if there's an event? Let's say an event is like a tree fallin","I'm writing a story, a little story. A little short story. About a kid who is bored and it's getting late and he's still not getting enough sleep and ","I have a headache... my head hurts... I want to be a professional speaker. I want to speak before the United Nations. I want the United Nations to lis","I know that the sun sets behind the hills, right? That's why it's called the West. The west. That's where the sun sets. That's why they call it the we","It's a big part of the planet. It's not a little world. It's a lot bigger world, a big world. It just makes me happy to be there and look at it and","my friend [the author of this article] has a book out called The Sacred Mushroom and the Cross. In this book he talks about a man called the 33rd Holy","I've just been to a place called the Mount of Olives...There are some things that you could take from that. You could take the fact that they're all a","that's the problem. People can't take care of themselves. They need a little bit of help. They're so used to being helped, it's not natural, and they ","we can't just do whatever we want. I can't just go on a spending spree and spend everything we have. And what will happen is that I'll be working in s","I don't see anything wrong with that. Well, the problem is, you know, how do we keep our people motivated and how do we motivate them to do their best","a lot of things that have been happening. You know, a lot of people have been fighting against this [cancer] disease, and some of them are doing prett","my kids. My kids are a little bit old, and they've always been very religious, very pious, very good Christians. And my kids, I always encourage them ","[I'm] going to see my parents at Easter. I'm going to spend Easter with them. And they've got a family reunion up at their house on the lake. And we'r","you know what I think about all the time? ...Well, it's a lot of different things. One, I think about my parents, and how my father was so nice to me.","the problem of my not being able to get up and go and get this thing is that I'm not used to that. I used to do that a lot, and I do it now with the","I've been thinking about my grandmother. She's so old. She's in a nursing home in the Philippines. They don't have good nurses there. There are a lot ","I feel a bit of a tightness in the area around the chest. I think that it might be an issue of digestion. I don't think I've really had time for exerc","And this one [the participant indicates his left arm], I don't know if you want to do that. Maybe just let's just do this one. So, it's not like, 'Oh","I can't believe the guy... I can't remember his name. But I've been on this project for so long. And it was such a pain in the neck, I thought, this t","I was in a place with a lot of trees, and there was a house near there. And the trees were growing very quickly, and I was trying to climb up this tre","And so now that we're in the middle of our journey, you see, we're really in the middle. And we're on our way out. And I'm thinking about the... The f","and I think that's why I want to study psychology. Because I think that people who have the right sort of psychological training are better able to ha","[T]here's an important thing, we have to think about, when we're going to take on a project, and that is, what are the people that are going to benefi","you are not even sure if that is what you are looking for. And then it seems that you are not looking for that at all. It seems that you would rather ","the day the woman walked out of the door, the moment she walked out of our home. We would've felt it differently if she had chosen to walk into the do","I can't quite remember the name of that movie. I think it's called something like The 400 Blows... or The 120 Days of Sodom, or something like","a few minutes ago I was talking about the memory of the events in the life of the subject of this investigation, which I had taken up for the first ti","my hand. My hand is tired, because I've held the pencil too long and it's hard to keep it in a steady grip. I wonder how to find the right words. How ","I was trying to think about something. I don't know why. It may have been something that's been on my mind for a while, but I'm not sure what it was, ","so if you look at the surface of the Earth, you find that you have landmasses of about the same area, which are separated by oceans, but this is only ","and the [future] will be interesting. I'm not sure we will be able to communicate with them [extraterrestrials]. The chances of the Earth having some ","and I was thinking that the current situation is probably like a baby's first steps - we know it's going to be a long way, and it will have to learn a","the word, which I will say is a little strange. It's a word from a language, which I don't know, I think the name of it is from a language that has be","I'm working on a story about a boy. This story is going to be set in the future and involve a boy. He is an ordinary boy, but he has to work a bit on ","And what does it mean that the person that you're speaking to has been lying to you? You know, you're not the person that is speaking to you. It's a v","I'm just a little worried that when the session is over, that if I really don't know what the answer is, it'll be too late. So, I'll be tempted to thi","a bit of a panic, you know, about the whole thing. So I think I've made a bad decision. I don't know whether I'll do it or not. I mean, I","there's no time limit. And I don't have to do it in writing. I can do it in a diary, but I don't want to do it, because I don't like the","I am feeling a little depressed. I remember thinking that I have a lot of things to do, and I am just feeling that I can't get them all done, and I'm ","and the other one, the other one, he was like, 'It's not like you're going to die in a car crash tomorrow,' you know, so it's like, 'Well,","And then I was like, you know what? I'm not going to go into it, because I don't even want to talk about it, and I just think that's not going to do","the last time I was in the office, I was on the phone with somebody, I think, trying to get a job done. But they were just, they were trying to get th","and so it's the thing that we have been working on and getting feedback on, and I think it's a pretty good plan. And it's got a few things in it that ","we'd come back, and there'd be some other team already there and they'd say, 'yeah, well, they're really, really good and we should keep our guys off ","and so we were kind of like, okay, let's get the rest of our stuff in and then we can go. And then we get like our first year, and then they get like,","yeah, we were talking about the fact that we don't know if the women are gonna want to have any kids or not. And you know, I was thinking of how many ","I'm thinking about a game, a new game that my students will be playing in the classroom, and it will be based on what they're learning, but it will be","okay, so I know what the data looks like, but I don't really understand the theory that's behind it. So I think I'm going to spend a lot of time think","this is the same one, the one that I was talking about before. So, you're doing something to a vector that's already been sorted. So, in that case, yo","[The participant] thinks about how to introduce the idea of thinking to a younger student. They want to make sure that the younger student can use the","the word 'man' comes up again... we have to ask what that word means... man, or woman, or non-binary? ... I wonder if we could have more non-binary pe","the way people are...for some reason...some people don't want to do that...they're trying to do too much...there's so many different things you can do","we all have our own [things] that we need to take care of, you know, we all have our problems, some of us have more than others. ...And we can all dea","And then you would start to get an idea of how the rest of it is. It's like the way you make a map of the world. You make a rough sketch of what it lo","I would say that it's like a machine that you just keep on running and running, you know, and that's why, well I've always, when I go back and think a","and I was doing it for a year and then I stopped because it just wasn't fun anymore, because it was a lot of work to do it, you know, and you know you","I'm just trying to be a good person. I'm not trying to be better than anyone, because you can't be better than you're supposed to be. But I just want ","I don't think I'd have any choice, I can't just be like, 'Okay, I'm just going to put on my pants and start walking,' I've got to have a plan","I mean, that's just... you know, there's something that you have to believe in order to make that decision and the way I see it is, like, that's not r","you know, the other day I was thinking about, like, if you can see the sun at night, it's going to be bright enough for you to see. If the sun doesn't","I'm not sure. I think I would have a hard time working with that, I don't know, you know, I think if I had to do that, I would have to work really","and it's, uh, it's funny how the way that we, uh, well I mean there's not necessarily a logical order to the way our minds work, right, but like we're","and I have to remember to pay taxes. That's what we do, so I have to do it, I've got to pay my taxes. And it's... It's what they do to","[14:59] the 4, the 5, the 6. Like the 4, 5, 6. Yeah, I think it's a 3.","I got to thinking about something. The whole concept of, say, a drug and how it's used. The whole idea that I could take a drug and then get addicted ","the other day, you know, the guy, I was talking about the guy at work, you know how, it's the guy that, uh, and it's, you know I just,","just the other day, I was talking with my wife, and she was saying, 'Oh, what would you do if you didn't have any kids?' and I was saying, I don't","so it's all very well to say, you know, we need to help people who are in trouble, but if you've got to come to work every day, and you don't get paid","so I think I want to go and see a movie, or something like that. You know, I'm tired of playing tennis. I've done it all night long. And then, you kno","And then I'm going to get all my things ready, you know, and get my bike, and get the groceries, and bring the groceries home, and set up the place fo","so he's trying to get a house. He's looking at houses. He's going to have a big house. I think it's going to be a four-bedroom house and maybe a big g","the last thing I remember was a meeting where we were all sitting around with the girls, and we were talking about the program for the next day, and w","a lot of things that people like to do when they are in a hotel and they have a lot of money, like get a hot tub. And you know, you can get a hot tub,","the other night I was driving back from work and I saw a big snow storm. The only problem with it is there is no snow on the ground and I'm driving a ","I was just thinking that it's just crazy how people can do that. Like how you can sit on the beach in Hawaii or something, and people can do 500 miles","[we've] got an application form coming out next week and [I] have to get all the people down there and get them all to come out and sign it [and] all ","so we're going to do that. You know, we're going out, so I have to start thinking about, you know, how are you going to be able to get a ride, if","I know the rules of the game. You're supposed to be able to use the phone in any room, but the game is designed to discourage you from using it in the","you know, I'll just get to the bottom of the box, and I'll get the contents out. I think they're all good stuff, so I'm not really worried about the c","we're going to the beach today, that's what we're doing. Oh, and we're going to eat lunch at the beach. Oh, yeah. And we're going to have a picnic","what does a butterfly taste like?...It'd be really gross...you'd have to get it from a store, you know. And then you'd have to kill it to get it...or","I'm going to get a dog. I have this idea to get a little puppy. And I got this idea to use it as an ice cream scoop for my ice cream cone. I can just","and you know I used to play a lot of music when I was a kid. But you know when I was really little, my mom got a divorce. So she was like, okay, I","I am going to go down to the grocery store, and I'm going to get some bananas for a snack, and then I'm going to make some granola bars. I can't remem","I don't think I would like to do it because I'm too old to be a little kid again... And the baby, well I don't know if I could do that, you know,","I'm sitting here on the couch with my shoes off and the dog's on the couch next to me and he's in between my legs. He's pretty good because he's a goo","and the cat would be here in a minute. It's just like in that show, where they put the cat in the box and then the box slides off and then the cat jum","I can see all the houses, all the houses here on the south side of the road and I think maybe I could go down there and look at it and see what kind o","and that is the big one that we are working on right now...and there was a girl who had a really cute little house...and I was looking at it and it wa"],["so we're back at the beginning...and that's good, it's not so bad...we're going to go on vacation...we're in New York...and we're going to eat dinner","I think there is some problem with the system of health care in this country. And I think it's a problem that's not just an economic issue. I think it","I have this idea that it's not good for young people to be educated at a university. Because they don't learn much there. They just get a degree, and ","I think that there are many things that can go wrong with people's brains. There are a number of conditions that can affect the brain. There are probl","and it's the first time in a long time that I haven't had the usual amount of pain. I was thinking about how I felt good for two or three days and the","so you know it's a lot of money, yeah, and I mean, if you're just living from paycheck to paycheck, it's, it's a big change and I mean you have to","and we know that the weather has been getting warmer in the United States, and you know the global warming has been going on. And so you know, this is","so when I started thinking about the military and the war, I started thinking well, yeah, you know, I'm a little bit worried about that, and then I th","my body. And so what are some of the things that happen to our body? There are all kinds of problems, like the heart. And then there's the whole nervo","And then they [the young people] come in the building and they see that the windows are broken and there's nothing there, so they feel more depressed ","I'm trying to make a picture in my head about what it's like to have no blood. I'm trying to think about it but it's hard because there's not really a","I can't sleep, because there are too many thoughts in my head. It's like there's a giant TV screen and the thoughts are like the screen and the lights","and a very sad moment for me was when I was on this trip with my mother to visit the people that my father left behind in China. We were in this town ","and that's the thing...that's the thing about the way we do things now, I don't know if it's the way we did things, if we had something that had a rea","the idea is to try to get the child to be able to talk about what is going on in her mind and to be able to put her own ideas and her own thoughts int","so, you know, the kind of stuff that we think about is really kind of like the type of thinking that we think that we're doing. It's not like we're th","And I have a sense that I am sort of in the center of all of this, of all of the universe, or a little bit of the universe. I think about it and I hav","I'm reading this book right now, it's the first book of this series by a guy named Jim Butcher, and it's a series of books that I'm reading, and they'","I've been having these dreams, you know, these kind of dream-like scenarios... like I'm in an art museum or something like that and I'm looking at the","you're so beautiful... and I don't know why, but I don't feel so... I don't want to say it, but I feel so... (long pause) I feel so naked","so it's like, you know, the more you do it, the more it becomes second nature, like, you start to do it without really even realizing. You know, and t","so you know, I have these really great ideas that I have, like, I think about a movie, like, or some really weird ideas, like, you know, like I had th","a good way to be. You know? You have to be able to put yourself into other people's heads and think like them and that is a good way to do it. I just ","this is like... something that happens in the middle of a dream. I mean, it's like you're in a dream, and you're saying this in the middle, or maybe y","that's not fair...it's not fair that you should have to suffer...I mean, it's just a bit sad, you know, that's really what's going on...and if we","I know this, I know this, so if I was, if I was a part of this, I'd probably do this, but I know I'm not. I know that I'm not","And there are other ways in which the brain can be hurt. Some people are born with a genetic predisposition for it, and then we'll call it the disease","and there's a little boy in the classroom. He's about five or so. He's sitting there and he's looking down at his lap and he's thinking about somethin","and that was the first time that I really did like it because I wasn't talking about something in particular... you know, but I just kind of started t","I think I'd like to do that, I think I'd be able to do that. And that's a good idea, I'm really happy to hear that because it makes me feel good to","[T]here were some things that I thought of. Like, what if I did the thing that I've thought of, and I was wrong? If I made the mistake and the thing d","I've always wanted to be a pilot, and that's a shame for me, I've got a great friend in the Air Force and he's been there for a long time and he's a","I'm going to be here with this person. You know, I'm going to try and do the best job possible, but I'm also going to make sure that he doesn't do any","I'm looking forward to it because it's a good challenge and it's a bit of a personal challenge for me. So it's going to be nice to do that. But you kn","I think it's pretty likely that a lot of people will be put off by that. I think it's going to be a good year for us. I don't know if it will be a","so I'm sure that I have to be very careful about the way that I talk about, you know, about the government and its actions, because I don't want to ha","I know that it's really a good way to...a good way to look at it, like an artist looking at the picture and thinking of new things to say about it or ","you know, I was reading the other day about the fact that, you know, the average person has about a hundred thousand thoughts a day, and that's not to","[I]n my mind it's like you're watching a movie. There's no soundtrack. The characters are doing what they're going to do, and you're just watching. Bu","what's happening right now? ...What's going on? I'm thinking about this problem of having an extra hour of class tomorrow morning, and if I get to the","I am talking about a word, and the way that you would come to a word in a sentence. If I said to you, you know, 'What do you think about the word 'ab","that's the last thing I did in the morning. I had to go to my house to get some things out of my house. ...I'm trying to write. I'm trying to say some","and then we'd just kind of fall asleep, so I don't know how long I've been talking. So you know, I don't really remember much from last night. I don't","And I had a dream of a lake in the mountains... I thought about going there and kayaking... I've done that, I've done some kayaking a couple times in ","I have an idea of where I was, like, at that particular time. Like, I was out by the lake, and there's like a cabin over there, and I was like, well","you know the one song, you know, we do it all the time, we do that song all the time. It's just, it's just the one song that we do all the time","and then the guy with the white shirt, and then the guy in the green shirt, and it's like, he's so much taller than the other guy, like, what's the gu","it's a big red bull. I've never seen a big red cow, a red bull. Oh, yeah! I know the answer is 6 because 6 times 3 is 1","you know, it's funny, I just saw some pictures on the computer screen of two women who look like they're wearing these little shorts with little flowe","and we could...if I had my hands on...I had my hands free. And we could be...I guess we could have our arms around each other. Yeah. ...we could be...","this is my computer. Oh my gosh, my computer. This is my computer, this is my computer... it's so, so beautiful. My computer is so beautiful. I like t","... ... ... ... ... .... [p]rogressively, we're getting closer and closer to a [time when] you and I and you and I are all gonna be able to send messa","and we would see these people that you had mentioned that were not of this world, and they would come down and they would walk around and they would t","I can't make up my mind about my son's future. It's the only thing I have to worry about, the only thing that could make me sad. I don't want to see h","we have some sort of thing in the sky. The idea is, that when you have something in the sky, the thing in the sky is a piece of metal, it's a piece of","I don't think this will go away, you know, but it's interesting, it's an interesting state of being, you know. This state of being I'm in right now. I","and that was when I was little...I remember the little bird on the tree in our garden, I was very small...and the mother bird...there were two of them","and I remember this picture, I have this picture in my head of the little boy and I think his name was Jimmy...and I was really looking out for him. I","and now that we're doing it, I know I'm supposed to be getting into a deep sleep, and I'm supposed to dream about it, but I just keep coming back to t","I think that's a good thing to do because there's a lot of people out there who are hurting, and I don't know if people are doing it, I think people a","I remember that in one of my math classes, I did a paper on the history of the number pi. And I found this one place where this was in use, where they","I wonder if the same principle of action is in operation in the brain? If the brain is a physical system, if it can be modeled on a physical system li","the thing is, you can't have the same thing in different forms at once, as far as I'm concerned. It would be a bit like trying to have two pieces of p","(A)nd then I realized that that would be a really cool way of doing it, where if you're dealing with a very difficult problem that's really hard to so","it's a lot of the things that you've done, you know, a lot of things that you haven't done, and then you do them over. You start over in different way","It's the only way, that you know, that you could have a life that's really meaningful. I mean, if you don't have anything, if you've got no way of get","and I think it would be good to have something like an internship where you get to learn all about that area, but then it's like a job and you're paid","the universe, of course, is very large. But if we consider a different way of looking at it, we could look at it from the perspective of, say, an elec","I wonder if this is what it is like to be a bat. Do we know that bats can see? We can assume that they can, because if they couldn't, they would be de","I am standing in a kitchen. ... I'm in the kitchen. I'm in a kitchen, it's a very strange kitchen, and it's a small kitchen. It's a very small kitchen","I'm sure if you ever see something in your life you are always amazed and amazed at the thing that was there. I think you can see it so clearly that y","it is a little hard to concentrate on your own thoughts with the lights off and the TV on, you know. You're always aware of these other stimuli, the n","I think that I'm going to have to move in with my brother in about a week and a half because I don't have any more money and I don't want to starve to","and then when it's a couple of years later, the kids are older and they're off to college and they've got their own lives going, and we have the house","I think about the woman who I've talked about in the past. She's a very nice person. I think about her sometimes and she was my first girlfriend and s","and he was there and the kids were there, and they were just sitting out there watching the kids play. And he was telling them, 'You know, I've never ","we're going to make a new business plan for the company, I have to tell the owner of the company, 'we have to fire 30 people,' we're going to have to ","I'm going to go back to the whole idea that people have to be taught how to deal with the emotional side of life, the kind of people that are emotiona","and if I was to take this project to a new level, it would be a community-based project. You have the ability to live in your own community. You can h","and if you can make a business plan, I think that's a good thing. You can do it, but I think that it's a good idea because you can see the plan before","And it is actually a lot easier to do. It is a lot easier with a small number of people, because it is a lot more efficient to make the rules for a sm","I just want to look at what a normal person does. This is what happens to people when they are not under any kind of pressure. This is a baseline that","I have a number of things going on. I'm not quite sure which of them is the main focus. So, it's probably a mix. I'm trying to work out some of my per","I'm trying to figure out the best way to approach this, because I want to ensure that I'm not missing anything important. Right now, I'm thinking abou","I've been reading up on some of these tools. The things that are important about these are the tools that allow me to go into a place where I can do t","It's very important for me to be able to engage in thinking, in creative thinking, and it's important to be able to have the ability to explore and to","you know, what's interesting to me, I'm trying to figure out how I would answer these questions. One of the things that I'm really trying to figure ou","and it's probably best to think in terms of it as a product of the interaction between the two systems... the two kinds of intelligence that the two k","there's some things I'm not sure I should put down on paper here. And so I'm wondering, are there other people who are interested in this, and so I wo","I think the whole thing is pretty silly, and I know I have done it before, and I'm like, I'm trying to do it, but it's just not that important to me.","and then I think, well, I want to try that out. I think I can do that, it's not a big jump. It's not that big of a leap, in fact,","I see a bunch of people standing around... and I guess they're sort of the locals, the ones that would be familiar with the area. And then there's als","you know I have to get over this. And I need to get over my anxiety about going to the hospital. It's kind of embarrassing. I just, you know, it's lik","I had an idea that was sort of fun. I was trying to think about things that are funny, things that are really interesting and like... I have this weir","we could just go there and and and maybe it'd be like a little like a little cottage or something, like we just went for a weekend thing, like you kno","a picture of me in this very chair, in the middle of an interview for an open position at a school. I'm wearing a suit, and I'm sitting on this very c","I can't say I remember. But it's kind of like that. And then I remember, well, it was, yeah, but I can't really say exactly what was going on. I","I think about the person you have here in the lab, and I have the same thought that I'm having about my parents and my parents' friends and relatives.","and then when I was at the University of Washington, in the late 1970s, they had a big boom going on in cognitive psychology, and the most famous prof","And then I started writing a short story. It was about a guy who had gone to war, and come back with a prosthetic leg, and I wanted to make him a very","and it's, I mean, I'm sort of on the side of, you know, maybe I'm not a liberal in terms of this sort of, you know, the, the idea that","the guy was out there in front of me on the street and then the other guy was in front of him and the other guy and then all of a sudden he's getting ","I was at home and my sister was here, and we were listening to music on the record player and it was one of those things that's just like 'music to my","so I was looking at the ceiling and thinking, you know, that's pretty cool. I mean, I like to watch the clouds move, but I was looking up and there we","it's like being on the moon and you're looking down on the Earth. And you can see the continents and things and you can see a big, big, big piece of i","we got to go to the pool, and there was a pool party, and a pool party was being held on the campus. I went to the pool party, I don't know, with a","I was thinking about the first time I was on a boat...I was at Lake Louise...and I had my friend who went on the boat and she was wearing a bikini top","and it's funny you should say that, because I was just thinking about what kind of things you might want to see when you got to our house. You know, w","and the sun rises and then you can't see the sky anymore and it's like a huge cloud and it's just black and it's kind of like that's where the sun goe","I just realized that in 1874 there were two volcanic eruptions. There was a very large one in the Philippines. It's not even on the map. And then ther","now I'm thinking about this woman who's in this picture. She looks just like this, she looks like my mom. She's got the same kind of complexion, she's","and the more I was thinking of it, the more I started thinking, you know, about, about... I don't know. I don't think I have any, I don't think anyone","what do I do for work, well, I do design work. Well, I'm a graphic designer. And I've worked at this place for three and a half years now. Well, they","[the idea of] the [concept] of a single unchanging essence to an individual. It seems to me that it's really not a very good idea. I think it's a bad ","And I'm not even sure that I would have a clear idea of what it would mean if I did that. I know that it's not a very good idea to think that a simple","we are so close to it. I'm not sure I've ever been so close to a problem, it is such a simple problem. We are talking about the whole problem of the p","the... the... the idea that... that we might have something in common with animals... in the sense that we might be... have something in our DNA or...","I'm trying to say something that doesn't make any sense. I'm trying to make some kind of sense, but I'm not doing it. So, I'm trying not to think too ","a man who has a lot of money, like a lot of power, and he's in a position, like, to do good things with that power, he's in some kind of position,","I'm going to give you my car key. And I said to myself, 'I'm going to get on this ride with him and give him the keys.' And I thought, 'Why do","and then you know, the thing is I don't know when they're going to make it. Because it's not like when they're getting close, you can tell. You know? ","I'd like to go to the ocean. I'd like...I'd like to see the ocean. But I don't know how to get there. I've never been there, you know.","the air in the room smells of coffee. The coffee in the room. It's a very good coffee, a dark-brown coffee. There's a coffee mug on the desk. It's ver","I'm in a room. I'm at my office in my house. There's a bookshelf. I've got my computer in front of me. There's coffee on the table and there's","I'm thinking, I'm thinking about, it's like this. It's like this, it's kind of like this. Like this. That's like a 35mm camera, it","I was thinking of something, but I think I've forgotten it. Okay, well I was thinking, umm... I think of, of, of, uh, the, the, uh,","I'm doing this because I like doing it. I like thinking about things. I like writing things down. I like recording things. I like keeping track of wha","I think I could do that with a little more thought and a little more concentration. I think that I'm very slow about that. I think it's something that","[it's] a very simple way of working, but I think it's the simplest way that's not just... you know, not just going in a way that's completely mechanic","it's not so much the world that is the problem, it's more a question of perspective... and the way we look at things, the way we view them... which in","[T]here's a bit of an irony there, if you think of it, you think that the kind of thing that would be relevant to people is the thing that's got to do","And, this is kind of an odd way of thinking, because it's not really a decision point or something like that. It's more of a, oh, okay, now I'm in thi","I was thinking about a time that I've seen a lot of people trying to explain things to me, and then they don't really make a lot of sense or it's not ","I think I remember watching a show on TV. It's like, there was one in the 20s, it was called 'The Wizard of Oz' and that was sort of like a","what I was gonna do is I was going to start out with the fact that we all know that the human body is made out of 60-70 percent water...so the body is","And I had a thought, that was very weird. I was thinking, you know, we have this idea of what happens when you die. It's pretty much that when you die","I was wondering whether I have a sense of humor or not. I'm not sure, I know I can laugh about a lot of things, but I don't know if I'm capable of mak","I don't know what to do about you, though. I don't know whether I'm going to leave you or not. I mean, it's a little bit, I've known you for","a young woman walks through the dark woods...She's walking down the road and she's in a dark, dark place, a place that she's always wanted to explore,","I was at work today, I went home. I just came in and had to go out for a drink because I had a headache, but I went to the gym and I started running b","the people that I've talked to, I think that it's something that happens to them too. You know, you start to think about something, and then, the next","I am thinking about this guy and his mother and her life, because I can't quite understand why the guy is going to have to take the fall for this, and","you know, there's a couple of guys over on 7th Street who own a coffee shop called The Coffee Bean. They're pretty good. I just like the name. I don't","The idea of a perfect society, so to speak, one where everyone is happy and doing what they want to do. Well, there are a lot of things that have to b","I'm not sure, I don't think I'll be a writer, but I'll always like it. I like the process of writing a lot. I'm kind of a perfectionist. I","and it's funny because I just think that in some ways we don't need to know the language. I don't think I would have to know the Japanese language to ","I'm trying to think of a way to work on my speech. I don't think I would be able to speak at all if I had a stroke or a brain injury. It would be a","I'm sitting on the sofa in the living room, reading. And I'm thinking, well, it's really hard to sit on a sofa. I'm reading a book. And I remember whe","I think that I'm going to get some more sleep because I need it and it's not like I'm really tired, I'm not really sleepy, it's just, I think I need a","we're going to talk about it, and see if he's still in the car or not. If he's still there, he'll know the address of where the car is parked, so he","And then my dad and I got a new car. And I don't remember what it was. But I do remember my dad saying, 'That's a great car.' It was like, '","it was my second year of my Masters, I guess, when I took a class with a woman who taught the history of the church. And I had this theory that I was ","I'm actually writing an essay about the idea that the universe is infinite, and it's a very interesting topic. I was reading about that. And the basic","if you have an infinite number of parallel universes, and you're in one of those universes, how would you know that you were in an infinite number? It","I think the problem with this idea, that we should do it, is that you know, I think we should have, I think I've had a feeling for the last 6 years, t","and they [the particles] have been observed to exist in a number of states that are neither the electron nor the positron, but are in a kind of superp","I just think it's interesting how that's related to this. It's not as if there's a single brain structure that's associated with memory. Rather, there","but we have the same type of memory. So if you're thinking of an object, like for example, a chair. A chair can have a color, shape, it can have a sha","It's hard for me to describe the kind of thing that's going through my mind. It's probably a mix of a lot of different things. A lot of it seems to be","[m]aybe it is related to the fact that the right hemisphere is more involved in generating these kinds of [visual] images, while the left hemisphere i","I have a vague image of a tree. It's a kind of a tree, it's a kind of an image of a tree with this kind of a trunk and then it kind of has this","And now I think about it, I think about the thought about the idea of this thing which is that I want to learn to speak Spanish. And it's just a thoug","I'm at home... I'm just doing the dishes. I'm thinking that I could use some time to go do some things. Like... I need to go to the grocery store. I n","it's always very frustrating to be able to work on a problem, but not to find the solution. Sometimes when I have a problem, I sit there and just look","I'm a writer, so I can't think of anything I haven't written already. It's interesting. I'm sitting here, writing a new article for a publication, and","we are in an office, we are in an interview, and I am telling them that I am from the Department of Communications and that my name is Jane Doe. And I","And I was in the city of [name] on the [day]. I was in my apartment and there were no people at home. I was sitting in the living room and there was a","we've talked a lot about this...the other day we were talking about the different types of jobs...the different types of workers in the city. I think ","It's like I was a little kid again. I remember when I was little, my mom was working, I was a kid. So we had to help clean up the house. So I was","and then the light and then the heat and then the clouds, the clouds move down from the sky, the clouds, and I'm thinking that it's not fair that it's","I think I'll start with that thing and then we'll start with the other thing. I'll probably just start with the first thing and then I'll have the sec","the house is still there...I went to get a little bit of gas for my car. I got back from the gas station. I got all my groceries. I went out there and","and it's all sort of, you know, you have to think of things you do with them, you know? I've seen them in a grocery store and I saw like a big one in","I can't remember the title of the movie I saw last night. I was in that theatre the other night... it's a horror movie... but it's a very... it's very","and the whole time you know that the cops are after you, but they don't find out, and you know they're there, but you don't know who they are, or how ","and I'd like to know what this means, because it's all this time, and there's so much you don't know, and you don't really know what you know. Because","I had this dream about a catfish that had a huge tail and it was swimming across the river and it was trying to catch a small fish with it's tail and ","And then it was like... like the room was too cold and then it was too hot. And then I remember the TV was on... I know it was on. And I remember, and","the sound of a train, it's not that it sounds like the sound of a train... it sounds like a train going over the... over the... it's not like it's a t","like this and then you've got a... a... a big one there and then the other one comes right up here and then the big one comes back and it's like that ","I have a really bad feeling, and it's been a long time since I've had a really bad feeling about anything, so that's the first thing I've said in a lo","uh oh... a lot of things are going on inside my head... well, the only thing I know right now, uh, that I've learned, I can't remember the name of it.","the plane, the plane was taking off and you know, you know I thought it's a funny thing you know, they use the word, you know, it was funny, I thought","the whole thing has been going on in the back of my mind for a long time. You know, this is all a matter of time. I just knew it would be that way. It","and then when we go to school, the first day of school, I remember being scared and being so excited at the same time and then we have the first day o","And then I was going to get a cat, and I had to take a lot of things into consideration. I thought I'd get a cat and I'd get him or her at the end of","I got into a fight with my sister-in-law. I went over there and I just had a couple of beers and just got into a little bit of trouble. We were going ","I remember watching one day when it was pouring down, it was the biggest storm ever, and it was raining so hard I could see the lights of a house acro","so the question is, what does a person do when he can't take it anymore? He does what, he tries to do what? And that's when he...well, I mean that's","I think we got an interesting finding. In the 1960s we were involved in a study of the effects of environmental contamination on the development of ch","and that's one of the things I've learned from a lot of these, some of these studies. Some of the things you don't know you know until you're in the h","you know, there's an interesting thing, too, about the brain, which is that in a study that's being done right now, I'm sure you're familiar with it, ","And I thought about it, and I realized that what's happening is, the kids are getting more and more adept at manipulating their own emotions in a way ","this is the second time I've had to put up a firewall in order to access information from outside the firewall. You have to do it this way to keep you","And then I'm going to leave it on the desk and I'm going to put it on the side of the desk and leave it there, and if I need it, I'll pick it up","and we have a computer program that we used to, we used to have a program that was running on the server that would run every three days and do a chec","I've never been to the bank yet. I've never been anywhere. It's just my phone. It's got a camera on it. I took a picture of this one of the phones.","the idea of what a human being would be like if he was programmed in the style of a robot. There would be no emotional reactions, just the programming","I know, I know, this is really stupid, I know that this is the stupidest thing, but I'm just so bored, so I'm just like, hey, maybe you have a","I've never been to a library, because I live in the middle of nowhere and there aren't any. There was one for about fifteen blocks, but then the road ","and there is that sort of like... like you know, I don't know. And I remember this... uh, like this other person and I remember that and I don't even ","I think I have to do something about my pants. My pants are loose, and I have a problem with loose pants. My clothes are loose, the sleeves are loose.","and so I think there's some kind of a - I mean, the idea of - the idea of what - the idea behind all of this, I guess, is to provide a service for tho","okay, so, what is the thing that I think about a lot in the world of education, I think about how the curriculum is being formed. And I think about th","there's this idea of how things are happening. The way people are sort of experiencing the world. And there's a way that the world is changing, and th","And it was a sort of a huge question. And there is this big question of, you know, when are we going to get there? And how many of us are going to mak","we're talking about the possibility that there's something wrong with the world. ... I mean, a lot of what we do is to create a world in which we can ","I was looking at a book of photographs of the Andes mountains. There was a photograph of an alpine meadow in the Andes. There's a glacier above the me","and it's very strange. It's very hard to explain. I'm sitting here and I can't quite make sense of this thing, because it's happening on a time scale ","there are some very good, I mean, very, very good people. And I know that for example the people who have the most severe cases of Parkinson's disease","there's a kind of social tension, a certain kind of pressure...you know, the more I've gone into this and I think it's because I'm getting older and I","and that is a sort of, a sort of what you would call a sort of...an American style of business. I would think that it would be in the United States. T","I'm going to get to the heart of the problem, which is, I'm not sure how you get there. I mean, how do you get from the point where you see a problem ","The next thing I said is I said that's funny because I was sitting here talking about how we know we're right by the nature of our thoughts and the wa","it was about 30 seconds after I closed my eyes that I had the first thought. It was a very simple thought. I was thinking about the way that I'd been ","[T]his is where I got off, but I thought I was going to think of some other things. I remember the old story of the woman and her daughter walking dow","And then there was the big one, and then there was a small one. There was the one where the light was on the front, the small one was on the back. So,","it's a funny thing about the universe; there's something funny about it. We look at the earth and we say, it's just a rock, it's not very interesting,","It's like being in a sort of dream. I've done this sort of thing before. I was on a beach and there were a lot of people in the water and I was swimmi","I'm in an ice cream store. I want a small sundae with some peanuts in it, but I don't want anything too sweet. I want something like a chocolate fudge","and we had to play the game to the very end to get it, the game is called 'Who's in charge'. I don't know where they get it from. It's the whole of","the sound of the ocean. I'm sitting on a beach. The ocean is right up next to me. And I have the beach right here in front of me, and it's been a whil","I wonder how they're doing. It's a pity. The kids in the middle class. Oh my god, my god. If we don't do something about this we're gonna end up with","I'm talking to myself. This is the most wonderful thing to ever happen to me. I'm talking to a friend. I'm having a wonderful conversation with this f","I'm walking on the beach. I've got a surfboard with me. I've been practicing, so I can catch the waves. I'm just going to try it, see if I can","and he's just really upset because he's got all the time to think about it and he's got his friends and he's still here, and he's not getting out of h","I think it's just me. It's just me who doesn't like being told what to do. It's not that they're trying to tell us what to do, but it's just that","I think we should use the old formula for the cost of doing business, the formula that we use in the United States, where the cost of the cost of prod","we would have had to have built a new stadium. The one here was the old stadium, and they were planning on building a new stadium for the new century ","and it's the same in my own family. I have a little daughter and I was getting a lot of... I got a lot of money from my family. I was getting $5,0","it's really strange to me. It's been a while since I was last on a business trip, and it's a bit strange to me, because I don't really think that I wa","I went to the hospital today, they told me to get a new kidney. They have a new kidney coming in from another state. It's a whole new donor. That's wh","I have a bunch of ideas right now. I've been working on this thing for a while, I had to get up on the horse thing for the other one, which was really","I've seen some really good stuff over the past few years. The thing I've got to be careful about is not letting the little things get me down. You kno","and then you're like 'Hey, I can get some extra money now, I don't have to worry about it anymore, I'm in the bank for the next three or four years.' ","I'd been up here since Friday, and I'd been seeing the same things: I had been in the area for a while, and I got into this guy's shop, and I bought s","yeah, I'm not sure, I'll see what I can do. I just wanted to get an idea of what you're looking for, you know, and what you need in order for that","I was out in the garage yesterday cleaning up, I have to keep my eyes on the ground. I was out there when the wife and I were cleaning the place up af","and I can't really, I have to get up. I'm gonna have to get my stuff. And I'm gonna need to get up for my appointment in the morning. I've been trying","So, I got a call from the chief of staff, and I talked to him. I said, 'Hey, I know you don't like me,' I said, but we can still work","[w]ell, that's kind of nice. I remember one of the first ones that we did, we were on the highway. We were in the car. You know, and she was","it was a really bad year, 2001, I think, and that was when I got the...the first, or was it the second, the second one...I think that","the word 'gossip' and what does gossip mean and the people that gossip about me and the people I gossip about and why they gossip and how we gossip ab","so I was thinking about the women who had been in the movie who were, who were supposed to be the villains, you know, that was the plan. And I was thi","what I did was, I took the car, and I took my daughter, and we went to the mall, and we shopped, and we were talking to people. And we did all this","I mean, there's something out there. And I don't think it's really a good idea for me to be involved with him. I mean, I'm, I'm pretty good with my","I don't know if I should go or not go. And I don't think I should go. I think that I would just have a bad day and it wouldn't be worth it. But","there's a song by some band that's just got on the radio, it's called the 'Ego'...it's a new song that's come on the radio this morning, and it","and so I was like, 'I'm just gonna put on a hat,' like, 'this is just going to be a casual thing,' because I didn't even know what I was going to","I'm going to put some makeup on. I don't know, I'm thinking I'm going to take a break and go to the bathroom. I don't think I need to go, but","I think it would be better if it was like a small house, like a cottage, I think. I don’t know, maybe I wouldn’t have one, but I could have one if it","And the other day I was thinking about my mom. She's in the hospital. She's on a respirator, which I think is a good idea, but I was thinking, you kno","And my head feels kind of funny because I feel like it's getting bigger and I don't know why. And it's getting a little heavy, you know? And I've alwa","and then I had this other dream where I was going through this field and there were these like little caves. It was like a field of caves that was lik","we were like a group of friends out at the lake. I'd been going to this lake since I was little. It's a small lake. There's just one lake and a bunch ","what we did this time, we're going to do a bunch of stuff and we're going to try to go for a run and it's going to be really good because it's a long ","you know you're going to have to eat. I'm thinking about... you know... getting my... getting my body ready for... you know, a baby, like I'm thinking","I've been having an experience that I have a few times when I have a hangover, like I was saying before, where my head is really pounding and I'm just","a lot of stuff is going on here and I can feel my heart rate picking up. I'm thinking that I need to take a deep breath and go for a run. I'm not goin","and I guess the problem is that you know, my idea for the problem is a little different. And then we'll start thinking about how to apply the things t","and then you are thinking about the last two days and you think about what's happening tomorrow. And then you're thinking about all the things that yo","what I want to do, I want to get in a routine, so that when I have a certain type of day, like today for instance, when I have to do some more, when I","I had the same dream last night. It was so funny. I dreamed that I went to the office and I was with someone who was talking to me. I was listening an","and then, it's all so much more easy when you have something to fall back on when you have a problem, that is if you can, you can keep that in your he","I was driving today and there was a man behind me and I was thinking he was gonna take me over and he didn't so it was kind of nice to just know he wa","what do I care about this, you know, that this is going to happen? That's not something that's going to happen. I'm going to die anyway, you know. And","the first thing that comes to my mind is my car, and my car, I think, it's a red car, it's been a red car for some years now, and I think it","and it's, uh, it's this way, I guess. So I just don't know, it just seems to be so obvious to me and so much easier to do and not to do","and then I can't think about it at all, because I've done all the thinking I'm going to do. I mean, I mean I'm not going to think about it any more.","what would you say if you knew that the most likely scenario is that the disease was caused by the virus and the virus was caused by a mutation and th","and the number of people is...I don't know, but that's how many people are in the world, roughly. It's not a good estimate. It's an estimate. But ther","[and] it's been about three months since I went to my last dentist appointment. I am a big fan of dental check-ups and cleaning, and I do it about eve","I think my doctor's office is like my workplace, I go in there. But when I have a doctor's appointment, I don't do anything but wait. So my workplace,","I'm here, I'm here. And I'm here at a lot of other times too, because I have a lot of doctors' appointments that are like that, and I get sick a lot","[I]t's like I'm in a video game, or a computer program, and I've been at it for six years and I know everything that's going on. I mean, I","I'm in the middle of a lot of things. I have to write an essay. I have some reading to do, some reading to complete. I have a project to write this we","I was in the school. I have a son. I have two sons. It's a college. There was a program for math. It was an applied math program. We had to do project","it's always been a real problem for me that I have never been able to find a good job in my life. I started at a law firm after graduation from colleg","it's like there's this guy at this gym who's really into weight training, and he has a lot of muscle. And I just found out he's a bodyguard, he's like","and so what we need to do, is find somebody that can do it, and it doesn't really matter who it is, because we need it to happen now. And it doesn't h","I don't think they're going to change it because they don't want to change it. They want to keep it because it's a part of who they are. I think the m","we just need to get the first part of the project done before we can worry about the second part...we need to get this off the ground because this is ","I don't know what I was trying to do with that. I was trying, um, I guess I was trying to say I was trying to prove that the theory is correct because","what if you did, what if you did the same thing but you didn't really make the changes that you needed to make. I don't know why I'm saying that. It s","and then, uh, there's one more thing that comes to mind. So, uh, it's like, uh, if you could go back to a certain age, like a certain time,","I know, the reason it doesn't work, is because it's not really the same, right, right? Like, I'm not really that... I'm not the same, I'm...","and that was how I started writing. And it was... well, there was an idea for a story, and it was all good, but I was... I was too scared, and I start","there's a point where the game's over, right? It's over once the match's ended. It's over, there's no more gameplay after that. That's a bit like my l","I would like to talk about the problems that I've had in the past that have caused me to have panic attacks. I was in college, and I was working as a ","this is my experience with the current state of the art of the technology that we're using. I have a problem with the fact that the technology is very","we need to look at the... [at] the... the way... the way our... the way we... we need to look at... the way that our... our... our brain works.","but that's not good enough. It doesn't give you any indication of how to deal with it. What I would like to do is to be able to detect what is the rig","the meaning of life is to have a good life. Now the good life, the good life is when you are doing something that you enjoy and you are happy while yo","this is the nature of our human condition, to be trapped in a world that's really just an illusion, we're trapped in a life, we're limited in terms of","but they've got to come out, and they're coming out in a lot of different ways. And you know, one of the things that is really interesting, if you loo","and then I'm getting this idea that, well, we are really a product of a couple of things, one being our genetics and one being our experiences. So it'","the other half, the other part of the process of teaching and learning, and that's what you've really got to do and you're not doing it. What you're r","I think I have an idea that's going on here and that's the idea that you want to come up with a way of doing things so that it can be very highly effe","well, it's a sort of like a hierarchy of values, if you like, the top being the need for money. It's a very important need, and so it's one that comes","and they are, uh, and they are the only things that we see at any time, you know, what we perceive to be the real world is, uh, the things that we hav","I've had a lot of experience, you know, in the United States where the police do their job pretty well. I'm talking about the police that you are used","and in the case of the F.B.I., I mean in a general sense, you have a government organization whose purpose is to keep an eye on the national security ","and when I think about the future, it seems to me that it will be very interesting and exciting. I think that it will depend on the things that we are","so it's not going to work, is it? ... I guess I'm going to have to live with it, then. ... But, you know, it is interesting. You know, to","I'm sitting down. I'm sitting down and I'm trying to make something, trying to make it more beautiful, trying to have an idea of what I want it to be ","and then a new idea, a new idea would come out, that there was a reason why you would need a reason not to make a mistake, that there must be somethin","So, I can't see, I can only hear, I can see it in my head. I can hear it in my head, it's all in my head. But it's all very","that is like... when... I am in a deep concentration and I am not thinking about something and then... if you come in my room... it's like you come in","and then you have this little dot here, and there it's black, and then you're like, okay, I can make it white. And then I can make that one here, and ","I was wondering about this, why people are so reluctant to change. If they're going to get a reward, why can't they get there? Because of the risk of ","And when I started thinking about this, I think it's, it's very similar, kind of, I think, in the way that you know, a lot of these people are sort of","that's the way that it's going to be. I'm not going to have any problems with my car, because it's a, it's a new car and it's probably not going to","I'm in my office at work. And I'm talking to a co-worker. And they say, 'How about we make this happen, what we were discussing on Friday? What do you","a good day for you, huh? If I just think about this. Like I was sitting there, in the car, and it was like I said, I was thinking, like, what would","I mean, I know my kids, I know how to handle them. I have a few issues with them now, but I have to be honest with you. I don't really see what they","the little boy was talking about how he'd gotten into trouble, and the teacher had gotten him and all the other kids out of the class and they'd all s","the kids are going to have a party...and I'm going to give them some money, and we'll be...we'll be like a group and we'll have some activities, and t","and I don't know why I don't like it but I feel like I don't have a lot to do, but I want to be able to go back to the studio and I'm just","so the more people you can get involved the better. I mean if it's just like this one guy, he doesn't really know how to do it, he doesn't know how to","and, oh, it's such a good one. You know, I'm getting really good at it. Like I could have done this in half the time if I'd practiced more. Oh,","I'm a bit frustrated with some of my clients, I feel like I need to be more like a leader, and not just like a coach, you know, you're like, you know.","and then it's like, you know, it's just a thing you do. And sometimes people are like, oh, is this like, like, do you just do this every day? And","I have to get an early morning flight so I don't have to worry about that. But it's kind of annoying that it's been so cold and I don't know if it's g","a person like that that does have an extreme interest in a certain kind of subject...would be someone that...like, you know, you're at a party and you","[It's] an important time, because there's an opportunity to be creative and to think about what's important and what's not important and how to make t","this is a...well, I guess the only...the only way I can describe it...is that I know I'm going to be...I don't know how I can describe, I think","[i]t's funny, actually, if I were to be honest, I don't feel like I'm actually able to really think outside of the box all that often. I mean, I","and I wonder about people who are able to get that and be very, very open minded and then to the opposite, I've seen people who are very closed minded","there's a guy on the news right now saying, you know, the average salary of a woman is only $21,000. And I think that's true. I don't","and then when you think about it, if you want to live in a way that's consistent with what you say you believe, you have to be willing to give up a lo","I want to get a big mortgage for a house and buy a house. That would be a big investment and it would be good for the economy. If you have a big mortg","and so I look at the market and I've been doing that for some time now, and I see that the market is starting to get into that area where it starts to","and we had to go, and we went down, and I thought that was a really good place to be, because they don't really care about you, you know, and we're ju","I have a few thoughts about this, and one of them is that the problem of a world-wide culture is that the people who want to implement it are in the p","I'm thinking about the last two years that I've had in New York. I worked a job in New York for two years, and I'm not sure about where I'll be workin","I guess that's it. I think it's time to move on now and get into the next one. I don't want to just keep doing this. I've seen the benefits of it,","it is a good idea to have a strong support team. So if we were going to be moving to a new location we would have a good support team. And that is a v","you can't go home unless you pay for your last bill... it's going to be tough to get out of that debt. It's going to take a lot of time. I am in my","I've been a little bit concerned about the state of affairs, because I don't know, I mean, I know that a lot of people are a lot of people don't get t","so what I'm gonna do is go back and, I have a friend in the University of Minnesota, and he's got a lab that's doing this, and he's doing this on a pi","we were just talking about the concept of an identity card. The concept of an identity card is that it's the equivalent of a driver's license. And it'","I wonder what the problem is with this research on social media. And what the problem would be if we were talking about a system like Google or a syst","we're going to have to get a lot of people involved in this and we have to get them involved quickly, I think that the idea that we had for a big nati","the whole idea of having a... a sort of a central hub in the US or the European Union or somewhere for the world where all the technology that people ","and then they go back and they find they're doing what the first round of data did. So the data is back in and now they have to make a decision about ","I'm going to talk about a possible relationship between the emergence of this consciousness of self and the emergence of language. One thing we know f","And then you have to go back, and then you have to go forward, and then there's a bunch of things that we do with people, with the people, and so fort","I know what the word 'absurd' is, but I have a hard time to define it. I would say it is not possible to define it, but I don't know. I don","so a number of different sorts of people, it seems. I think that I've heard of, or have thoughts, about, some of them, but there are a lot that I have","we could use the 9600 baud to connect the computers and use them as a sort of resource pool, and we could use that to implement a virtual computer. An","the way in which a concept is encoded in the brain... is an active process rather than a static process. This is not to say that all conceptual knowle","I wonder what I would say if I knew that I was about to be recorded or, in this case, videotaped. Would I talk as freely, or would my behavior change?","I am thinking of the big picture. The big picture is my attempt to understand how human thought works. I know how to think. I know what I think. I wan","The word 'color' is a good one, because it has to be the most general word. I mean, 'green,' 'red,' 'orange,' and so on. We have a good","the fact of having a new relationship with the language. That's my favourite part of the experience of being here. Because, for example, if you go to ","the first one is something that I think is an essential characteristic of what we might call an image, that is to say that it is an object that is pre","there are more things in heaven and earth than are dreamt of in our philosophy. I am a poet. The most beautiful thing I can say is a poem. And a poem ","I would like to say that you are right, that you are exactly right: and in order that I be right I have to say that I am not right; because in order t","I have no more words, and that is because I have no more to say. It is as if I were to say nothing and yet to exist. That is what I wish to say and wh","I have no memory of my life before this point. This is all I know about me: I am an inarticulate man; I am a human being of average stature, in whom t","it's that very freedom of mind that makes us more or less capable of grasping the whole of reality as it is, of having a perspective on the world. The","[I]n order to give the mind a chance to think without the interference of consciousness, to be able to think as though in the mind of the dreamer, one","this is something we know nothing about, but it is, nevertheless, a fact: the mind is a very sensitive and subtle instrument. This is an instrument wh","I was going to say, I am quite certain that I can talk with my eyes closed, but that's not the point of this method. It is a method of observation of ","And I think of the life of Jesus. That was a life that was full of love and forgiveness for the people who did him harm. It was not a life that involv","we have a duty to consider the interests of those who are not here. This includes our children. It is not enough that we do good to ourselves or even ","you think about, the fact that the human being is the only animal which is in a constant state of action. It's not the fact that it's alive. It's a fa","I am aware of the fact that there is a lot of things, like the knowledge of the external world, which is not identical with the experience. And when I","the same as if I were an observer of some other person, and he was speaking aloud. That is, if I am a witness, then I am a self-witness, a witness of ","I had a strange feeling, like an earthquake, but it was more like a series of explosions. The feeling of an earthquake is of the ground being moved. T","now I see an image of the sea, a blue sky. A wave. There is the ocean, but there is also an image of a rock, or a cliff. And here there is a","I'm not quite sure how it works, but this is a picture of some kind of a building. It's a kind of a sphere, but there's some sort of a pyramid shape s","the mind is like a tree, like a forest, like a garden with a variety of plants, animals, people, etc. All the thoughts are like a forest with all kind","I see a dark circle with the image of a clock in it. A clock which is not real, but which has been superimposed on the darkness, in a dark circle. I h","this is an experience that I was thinking about that I have had. I had a vision of the sun, which was like a cross in the sky, a cross in front of the","the part of the mind which is outside of my consciousness, the unconscious. I think I would like to see if we can get some of the unconscious material","and I can see all the little molecules of light that make up the light that comes to my eye, and they're all different wavelengths of light, and all d","Now I see a small, thin man with a round, large head and big ears, like a small rabbit, a small, red-haired, long-legged rabbit, and he's in the air,","you know, it's a pretty strange feeling, because I'm in a lot of pain, but I'm not in a lot of distress. I've got all this pain in the head, and","I think I might have a good idea about what's going on here. It seems that the self is the key. There must be a kind of 'self' that is responsible for","I think the most important thing for us to understand is that we're in the middle of a great transformation of human consciousness, and that's what we","and then the woman that you met. ... She was sitting there and she was sitting with a pen and she was making a list. ... And then she said, 'I think w","It's like if we have a ... a conversation in our head. But it's like a conversation that has to do with ... we are the question. That we are the one t","we'll have to find some way to get through these things, the next 20 years of life, for everyone. I see a lot of people talking about the environment,","and I think I'll look up this information I have and see if I can use it to try to help some of my clients to learn to handle these kinds of things be","I was in the middle of this chapter when I was interrupted. I was talking to my kids about this chapter, and they were talking about a story that they","what does a program do? It takes in an input and gives you an output. You take in an input, you process that input, and you give an output. Well, a pr","and in the real world you need to make decisions, right? I think of that as kind of a real world decision, is that what we're going to have to make. A","So I was thinking about the situation, I have been thinking about how if there was a time period where we're looking at the future, if I have a projec","we need to check some things on this list that we were going to do...We need to have a look at our next steps for our business and how we want to go a","and I think it's that maybe there's an undercurrent in a lot of things that's not so visible that maybe we're not taking full advantage of it. And I t","the one thing that you know you have is your body. That's not something that you can fake. That's something that you have, whether you're a 12-year-ol","it's a huge area of opportunity for companies to really think about how to engage with customers and to actually create a platform for them to be able","I was talking to my dad and my brother last week on the phone, and we were discussing the upcoming elections, and what were the issues that were going","it's all in the DNA, it's all that is going on. We have this relationship with the universe where we've been placed in a particular position and we ha","there's no one out there that can actually be counted on to really be a friend that you can rely on... to really be there for you in any of those situ","we were working on that, but it wasn't the way we would have preferred, and so, there's been some changes, and we're doing this now. The big picture i","so the one thing I can do for them is help them to sort out some of those feelings about the future that they have right now and try to help them to s","this is how I think about it... when I'm trying to learn a new language, I think it's very important to learn how to learn. Because the first time you","you know, a lot of people that i'm involved with, or that i have a close connection with, whether it's in my community, or it's my work, or it could b"],["I don't know. I don't like that. I've never heard anything like that before. I don't think it's the same kind of music. It's different. It's kind of","and I'm thinking I might get a job as a plumber, you know, they're always looking for plumbers in my experience, but I'm not really interested in it..","I know all of the different kinds of cheese, you know. But I don't know what they are called. I think the biggest one is called... something like Gorg","I was going to be a minister and I did that for about four years, and then I dropped out. ... I was at one point the pastor of a church, but it was ju","I don't know. I was going to say, like, there's this thing that happened, you know, where in the 20's, and 30's, in the United","And now I am at a point where I am thinking about my next move. I have two options: I can either stay in the job that I have now, or I can try and fin","I can't believe that I've been working with computers for 25 years and I'm still a computer person. I don't know what that says about me or my parents","and then he has to get out of that place and have to get to his next place, and that's why we had to have so much in place, so that they can move out ","And then you have this. You have a line, you have a space, and you have a dot. You have that, and you just can't do it anymore. And then you know that","a moment of calm. So when I'm...you know, I get up in the morning and I look at the calendar, you know, and I say, 'oh, I got to do","[talking about the test, and how] ... I mean I can see the ... [says that he can see the words in his head, like a movie in his head] and I can","a lot of the time that I do work on stuff I'm working on for a particular client, but then I'll go back and look at it and do a couple of things and d","So there's this guy who's a friend of mine, and he's a lawyer. So he's doing a seminar at my school. And then he's like, 'Well, I'm going","And that's it. Yeah. I got this kind of like an algorithm, for doing this sort of thing, in the computer science world. I'd like to have that in here.","there was a little boy who had a mother and a father, and the little boy was trying to get a job, and the mother was trying to take care of the house,","the first time, the first time, I've been back in the country, and the first time I've been to a school, and I was in a third grade classroom, and the","the people who are in this room, it's all people I'm thinking about. That's all my thoughts right now, I'm thinking about people. People that I've kno","my friend and his wife are going to have a baby. It's really hard to get a babysitter for that, I mean. And I've been trying to get a job, but the onl","I'm sure that there is a very large number of people, because there is a large population of people who have very little exposure to these things, and","it was a daydream... I'm going to the store with my daughter... she's 4 and I have 3 kids. And I have a car, it's a Subaru, it's","I had a dream where I was in a restaurant and I had an ice cream sandwich, and it was so good. And I had a big chocolate one and it was so sweet. And ","[in my mind, I see] a little boy in a blue shirt. And a little boy [in a red shirt] is running. And this little boy is running after this little boy,","and then it came up again. The part where he was on the plane. And he was like, 'Okay, I have to get on the plane to go to school, but I don't","I think my mother-in-law would love a cup of tea, with a lemon, she would probably love a cup like that. But I think I should probably get a big glass","And you could see what's going on with her. And what's going to happen? She's going to start crying, and she's going to put her arm down. And I know s","and then it's like, when they're not on the computer and they're just watching a movie, it's like it's, you know, it's easier. And I'm like, well","so I don't know what's going to happen now. Oh, my, I'm really trying to figure out. I wonder how much time has passed. I've got to be about an hour","I think that, I think, I think that the more they're made to look like the actual people who are doing the actual jobs, the more they can be made to b","and then the next day it was a good day and the day after that was a good one and then we started on that new thing and so on and then we just got to ","there is the... there is the sun, you know, and, and the sun... and the moon, the moon, and there is the moon. There is the moon, and the moon and","I am thinking of the forest. I am thinking of walking in the forest. And I think, this is the way the world was before the invention of cars, before t","and I've got to go back there and start another chapter and write some more, so it's going to be a while before I do something else. I've got a whole ","I just came here because I need a break and I needed a day off. I'm very much tired of the job and I need a day off and I need to take a few days off ","so I guess we could go for a run, it's not too cold and I haven't done a lot of running lately, I like to run. And that's the only place we can do","and what a fun place to visit! I mean, it's not too far from here, and it's not very far, but you could spend an hour or two there. And I could just","and then I think of the old days when we used to go out and listen to the music, and you know we used to listen to it from the living room, and there ","and so you know, like I was just thinking about that I was just like, well, what if we had a big party at this house. I mean it's a nice house, like I","and I am making this sound like an exam, you know. I feel like I'm on an exam, like the exam is, you know, taking place. It's in my head. I","you know, if I were to get a job, I'd have to pay the bills and stuff. You know, it'd be hard to quit your job, just to start another, I mean","And what's that? Where'd we buy it? I don't even remember. Oh. Yeah. There's a store down here where you can buy a lot of stuff, and that's what","so, it's, I guess we've talked about that a little bit, but it's just, it's sort of, it's the feeling of sort of, being lost in your own head","And I'm thinking about this new friend, this new friend who I've been with in my class at work. And we're talking about, we've talked about, you know,","I feel like I'm going to lose my mind... I mean I've just been thinking about stuff lately and I'm not thinking about my husband and I don't know why,","what's the matter with you? You're not thinking about anything. Just your body. I mean, I'm sitting here with my eyes closed, and I'm just not thinkin","I've been doing a lot of thinking about the world, and about myself in relation to the world. And I think that a lot of the times that we go about our","I guess that's why we're so frustrated sometimes when we're doing something that we like, and we're working hard at it, and it's not going as fast as ","we'd made it out of the cave, I think, it's like a metaphor, you know? We've done this a lot, like when you go through the cave in the film, you","the next day, we'll be in a coffee shop, and I'm gonna buy a coffee, and I'll just, um, I'll just start drinking it, and I want to start thinking","the next thing I was thinking about was going out. I have a friend that's kind of a jazz drummer, and I'm going to go play at the next one, I don't kn","there's a big red light that says 'freeze,' and that's the only one that's lit, but that means that all the others are still lit. ...And the first thi","and what's it called? I know it's one of those little things. It's like a little guy and the guy is a little boy and the little guy's like a smaller g","And that's the other thing too... is the fact that like, they can't just call this a lot of things... they could call it a... I don't know. What I'm s","okay, that's great. Um, okay, so if I'm on the side of the road and there's a bus coming, so it's a pretty good opportunity to get a little bit of","the little guy in the little house, like, like a dollhouse, but he's like, the little guy with the little hat. It's like, that's, I don't know,","we're going to the museum, but we'll have to go early cause the museum is closed early, but it's still open until 8 o'clock in the evening, and they h","[laughs] oh I love that. Oh. This is what we're supposed to be doing. No no, this is what I was trying to do. This is where the thoughts start to flow","the same thing you see with your mind's eye, your inner eye, your mind's... what is it? Your... your inner eye? And what you're doing now is you're ju","I'm thinking about the night shift and the day shift. And the day shift is all the day shift, it's all day shift, and the night shift is all night shi","yeah, I have to do the first one on Monday, but the second one, I could do that one on Wednesday and Thursday and Friday, because I can leave work on ","uh oh, um, I'm going to go over a little bit, but I'll do this. This is my, you know, I'm thinking about doing this, it's a good time","[The] word is...[the] word is, um, uh, um, um, so...[I'm] trying to think about what's the best word for the sentence. This","I don't know. I don't know, I don't want to say, I don't know what to say. But you know, the thing about me is that I don't like to","I've got a big surprise for you today. And I don't think you're going to like it. And that's why you don't like it. That's what's bothering you. That","I want to see some people in the morning, so I'm going to get up and have breakfast. But I know you can't eat in the morning because you have to wait ","you're on the train and you see people in the distance. You go up and you're looking at the people and you see they're not your friends but you don't ","and then the other guy said something, and I said, I'll call you back. I was going to do it, and he said, oh, okay. And then he was just sitting there","I think I'm going to have to move up my wedding date because of all the problems I have with the hotel, the food, the waiters, the car, the time, the ","I was going to go to the store, then I was going home. So I got up. I have to call my mom, then I got on the phone and I said hello and she said","and I think the best thing to do is to talk to her and to explain the situation, you know, I was kind of like, 'Hey, don't worry, you know,' just like","you know what? I am thinking about... I am thinking of, I guess I'm going to have to put this in the, the file for the... for the next... because I ne","I'm doing fine. I can't believe how long it's been. I can see the red light on the door. I hope it's green when I get there. I'm running a bit","and then we'll get to the point of the year end, which is not going to be pleasant, but that's why we're here. We'll probably have a couple of people ","so it's very difficult to know. You can say that there's a certain percentage of the population that could have some, you know, something that could b","a few weeks ago I got this weird idea for a book, I guess I'm going to write about this and I started to look up some statistics and stuff and I came ","and then, and then, you know, there's this one song, and you know, I like to, I like music and all that, but I like to play the drums. I've","And so it is, it is like a wheel, you know. If you're driving a car and it starts to spin off the road, you're going to have to do something to stop i","[the] day we were sitting down and trying to work on [the] project for the weekend [but] it wasn't going very well [and] I kept trying to make up, lik","So I'm really tired. And I'm not sure if I'm really going to get anything done, because I'm going to be on the road for two and a half weeks, and I do","the old guy and the new guy at the restaurant, we were talking about... I mean, they were talking about how they got... how they got into the... the r","I'm trying to do this problem, but I don't know how to do it, so I'm trying different ways, like this, I don't really know, I don't know why,","you know how sometimes, you know, you just want to be a part of something but you can't really do it. And, uh, you know like like I'm always like I ju","and I had a dream that was like this, where I was in my dream in my room, and I'm lying down, and I feel like I have a lot of stuff, a lot of","and it was very cold...I was like 'I need to go out and get some more firewood.' I was walking through the woods, I'm walking through the forest. I ca","I can't make it out. I don't know what it is. I don't think I can write that. I can't write that. It's not my style. It's got to","what was it, when was it that you, well, we were in, yeah, in the library and I had this, uh, thing in my hands that had, it had like, the","it's funny you mentioned that, because there is a book on the wall called The Man Who Loved Women. And it was written by a man. So, that's one of my f","and it's just really, really hard for me to make decisions. I'm not a good decision-maker. I mean, I know I'm not. So I usually make a list of options","I'd like to see a little bit of what you did, as a way to see how I can think about it. I don't want to see a whole lot of your code, because I","it's like a switchboard. A switchboard of different possibilities that I can call on to get more information. Or I can call up an example and have tha","what is this like for you? How much of this is coming back from long ago and how much is new? ...I guess this is a lot of old stuff. I guess it's comi","[the] mind [has] a lot of things [that] can be [made] into useful thoughts or into the things we do and into things that we believe, that we can be aw","I'm going to come up with this whole idea of how a piece of a poem might be an index into the whole poem, and that this particular poem is an index to","and what's funny about it is that the way that I imagine it, when I think about it, it is a very important part of what's called the 'self', or a self","and that is why I'm looking at you, I mean, you are so beautiful and so perfect and so complete and so full of all the things you should be and all th","I am going to my grandma's house. It is a very long walk, but it's one that I can walk with my granddaughter. I've already done this, but I have a new","it's just a small part of the whole process that you go through, and the whole process is an organic and living thing, not a process that has to be ac","the whole thing's just an elaborate illusion, a dream. Even the illusion of 'being here' and 'now.' It's all one. It's all the same, the whole world, ","I'll try to think of the next level of reality. I don't have a word for it. Maybe, like a universe. I know there are levels, I just don't have any wor","[the participant] says out loud the following thoughts: '...what are my goals, my ideals, what is my ultimate purpose in life? If I were to die tomorr","The word 'belief'. ...That's an interesting word. I wonder what I believe. I'm not sure. What do I think is true? I think there is a God, or gods,","we're not going to be here, we're not going anywhere. We'll have to look at this from another angle, then we'll see. There's a way in which this is a ","this is just what I have been thinking about. I've been thinking about my father who I had a great relationship with but I don't have that relationshi","and I'm wondering whether people who have to work in this way are, for the most part, people who have, perhaps, been hurt or damaged, in some way or a","the day when I was born, I had no idea, and I didn't ask anybody at all, how my parents met. And it would have been quite interesting to ask them, but","the new thing, I guess, is that there's a lot of people who are working now, and they're very, very dedicated, and they know what they're doing, and t","I see a group of kids at the beach, some older, some younger. There's a teacher in the middle of them, and a bus in the background, and a number of th","I'm not sure. I've had some problems with the things I'm going to talk to you about, and I don't know how I'm supposed to explain them. They've got to","So that's how it is. I have this image in my mind of some of these people that we've interviewed. I think some of them have done some really interesti","I'd say the most important thing is that, I mean, I think the thing that I feel most strongly about is that we really need to do something about the e","the sense of time, so I am 65 years old, and the sense of my own self, the sense of what I am as an individual, that sense is more of an illusion.","you know, when I was young I had to be told in order to get my mind to function... and then the last part of that was, 'okay, this is something that y","I think that I should go for a walk. I've got this car in the parking lot of the building I live in. I used to have a dog that I named Ralph. I'm not","I've got to go back to the movies now. I'm not going to go back in. I'm just going to come out. I think I'll just walk out, come up on the","this is very interesting because, as I was reading through this, I realized that it's just a string of thoughts. And that's exactly what you've writte","I am a person who does not know how to say that I'm in a hurry because I am always in a hurry. So it is. I have to get a couple of things out of this","And then they start talking, they're saying, you know, they're starting to talk about the company they work for. And then they say, 'we've got a great","you know that when we were kids we'd do stuff like this. We'd build a little structure and we'd just build it up and we'd make a little hole and we'd ","it's not my fault. You know, I'm not an alcoholic, but I've been drinking all this time. I didn't know what it was doing to me, but I didn't want","that's one of the things I like about your book. It's like a little bit like a journal but it's like your own private journal. And it's a diary that y","it's sort of like that. I can't believe that he's like that. He's just. He just got his own way, I mean he was just a real bully, really, I","I'm really scared right now. I feel really scared. It's like the light's turning on in here, I can see what's going on in my head. It's really bad. I","the whole thing just seemed like a thing of the past. I just kept thinking how cool it was that I had, you know, an actual computer. But then I kept t","and that's just a part of it, but then it's like the story is you're, it's kind of a fantasy that it's like you're this great magician that's going to","I have a problem with my computer right now, my monitor, it's not working. So it's just a black screen. It's not working... I have a few friends on Fa","and the last one I had here in the studio was called 'the dream that never ends.' I haven't actually done the dream yet, but I've been thinking about ","you know, so I was in a movie a while back that's been a while back but the movie itself it's pretty good, but it's just that I mean the idea of havin","yeah, it's like we were in this really bad car wreck and this car came out from behind the car that we were in, and this guy was driving it and he's l","a little girl in the back of the class with a sweater on, she was wearing a sweater and a T-shirt, and she was going through the clothes and it was ge","I feel really bad because I don't have any money for my dog's food. I got some for her for the weekend, but that's it. I can't even go out and get mor","so I'm getting into it, and I have a hard time getting out of it. It's so much more relaxing than the rest of the gym, so I have a lot of people in th","and they got this little baby and this little baby is, you know, the sweetest thing in the whole world. And she is so cute, and it was so cute and she","I just can't think of anything anymore. I just can't, like, I got to go get a beer, and I've got to get my friends. You know, I've got,","we went to the old house. ...that was in the '40s...so that was back then, I think it was...a long time ago.... I don't know the year.","I'd like to ask you this: if you could go to anywhere in the world, where would you go? ... I'd say Australia or maybe Hawaii. ... I'd like to go to A","the old days, you know, when I was growing up, you know back in the forties and fifties, when I first got here, I went back to New Jersey, I lived","I'm talking to my daughter, and she says, 'You know what? I've been thinking, I've been talking to people, and I'm getting this feeling that it's goin","and I got a big shock last night. It was, oh, my, I got a call from my mom. I forgot. It's the second anniversary of my father's passing. I never","there's something about a cat. I was thinking about a cat and how cats would like it if I gave them the idea of taking a shower, you know? Like I don'","I can't believe it, it was so much fun. We had a great time at the concert. I got to hear some of my favorite musicians. I was so glad they were there","and that's why I was just saying, you know, the idea of just a couple of years, it seems like it would be just enough time for him to learn how to tak","I got an idea that I would like to use in a future project. I'm trying to think of a way to use a similar process to figure out where to go next. And ","there was a young woman who was trying to write a novel. I don't know her name. Her novel was about an elderly man who is a father figure to a young w","I don't know how they're going to get us to come up with something to replace the phone. I mean, you have to admit that the phone was a pretty good in","I don't think it's that hard, actually, it's just a little difficult to find the right word. But it's not very difficult to write it. That's the best ","the same things, that we just said before, you know. I think that's what's always been true, that it's about people, the way that people talk about th","my mother, my wife. I've always felt I should be like my mother, that my mother would have been proud of me and wanted me to be like her. And it was s","the very idea of this, it's the very idea of it, it's so shocking, and that's the reason I haven't thought about it, because, you see, it's shocking,","I can't quite remember where I left off on my last session. I'm going to try and get to the beginning and see if I can remember that. So I was thinkin","And I guess I have a sense of humor about it. So what you're doing is you're going to go to a different planet, and you're going to be able to think o","I have some other ideas. The reason I didn't put that on my list is that the list is a very simple list, and it's meant to be simple, and it just beco","It's like that. It's like that, you know. Like that, it's a, it's like that, it doesn't change, it's the same. Like that. But then","[talking about something I did in a conference in London last year, where I was able to see, for the first time, how my work in cognitive psychology h","[M]y cat, I'm trying to think of something about the cat, but I can't think of anything specific about the cat. It's not that I can't remember the cat","And I'm going to work, I'm going home and I have to go to the post office to collect that letter. And I was supposed to bring that report. But I don't","the end is now...we have to go back to the beginning, and start all over again...you see, we have to go to the beginning of this section...this is the","and I think this morning it was a little bit more like that. I can't remember exactly what it was. I remember that I was at my desk. I think I had jus","[W]hat I do know, is I know that, um, that I, that I need to do more research on the topic of, um, um, on the topic, on the","and it's funny how things come, but I think you're right, and I've got to look at it a little differently. I'm going to have to think about this one. ","I can't think of the name. I can't remember, and I don't have a list of them. I just had this idea. This is a very interesting way to think about it.","I was just thinking of a couple of things I want to get to. One of them is the idea of a function for the data. I was just thinking that maybe there c","so, and this is, I don't know what to do, what do I do? So, I'm supposed to find, you know, an author and then find the author's background.","a few people I know are very interested in quantum mechanics. I think there are a lot of really interesting things you can say about it. But, it is a ","The point of this is to show that the spontaneous thought process, the process that you follow to do the work of a scientist, is very similar to the s","the difference between this and a normal study of thought is that we have no hypothesis or theory to test, and we do not have a goal to reach. It's li","And it would have been nice if we could have been a bit more open and talk about the problems of the moment and talk about our own experience of the m","and you don't know it. You don't even know what you are thinking about. So you are not thinking about that. You are not even aware of that, so it is n","I was trying to think of the name of an old, old play by William Shakespeare, in which a character is a sort of madman, who keeps on saying that he wa","a certain kind of 'sociopath' is quite different. He has no inner life of any kind. I don't know how he's able to live that way. I wonder how he's","I see a tree trunk, but it's a little too dark. The trunk is too dark and the leaves are too dark. It's all dark, but the trunk is still too dark. And","The door opens. The door opens, and she [the woman] goes through. And the man opens the door. The door goes through, and she goes through. The door cl","the wind blew, it blew, I was here, there was a breeze coming, I was sitting on a chair, the chair is blue, I saw a woman standing in front of me, I","there's the TV set, and we had this big picture TV set and then the big screen TV and we'd put that in the basement and we'd have this little 20-inch ","and now the other hand, the other hand goes up, and the left arm goes up, then the left arm is out of the picture, and then I'm moving the left arm ou","(long pause) I was driving down the street in the rain. And I saw this woman standing in her doorway and I thought 'you should go inside and get that ","I was thinking about a good way to do this, because I'm not sure that this is right, and then I thought well maybe if I could move it over to here so ","And that's it. So, let's see what happens when I go down and down and down. And what do I see? I see I'm going down a little bit and I'm going","I was thinking about the light coming through the window, so I went over to look at it, and I'm trying to make the light go from this little spot down","I don't know what that was, it might have been that. It was kind of dark, I don't think I was in the light. I don't remember my body at all, but","in that case, what would be the point of going to the supermarket? Well, the point is to get a sandwich and the ingredients for the sandwich, right? W","[I] have this one thing I have to do on Tuesday that's an absolute must. I need to do that, I need to be done with that, that's my first thing. I","and the way the water was like a pool at the bottom and the other one, the other one was like a small little hole, I don't know if they were the same ","there's the old one I had that was supposed to be the best. ... The other one is a new one. ... I'm gonna get to the right one, but I'm not sure which","and, I have a very nice car. My dad gave it to me when I graduated college. I didn't have any money. My dad bought a car and I sold it. I had no","so he's got an assistant, and he's got to make a lot of calls and stuff like that, and I thought that's a nice job, and I'd like to have that kind of","you're not gonna get that money until you've been outta here at least, six or seven years. And I'm gonna take the next 30 years and I'm gonna build up","if you're going to get into this thing, you've got to make a big show of it. You've got to be as big as a circus. You've gotta do it with a real","there are two kinds of people who play. The kind that play for fun. And then there's the kind that play to win. You know, a good example of that would","I can't believe it, I just can't believe it. ... It's really me that's got the credit for that. I mean, I did it. ... I did it all myself,","It's like the moment it happens, it just happens. It's just like a thunderclap. It comes right then, right there, and it just happens right there. It'","now, this is a kind of thought. 'How do I know I am going to the store today?' Well, the question is, what do I do with it? I could just put it","and that's what I'm always thinking about, how do I get to that point, but I've got to get there. I've got to be there. I mean I can't make the","the truth is, if you were to look back, and say, 'Oh, this is the way I did it.' I mean, there are certain things you don't want to go back and","we had a big fire sale last year. I remember. I've been trying to think of the names, the brands of the stuff that we sold at the fire sale, and I can","you know, we can't. If you look at it, if you look at the picture on the cover, it's really a very difficult problem. Because it's an international th","there is the whole idea of what we call the social contract, the social contract of America, which is there. You know, everybody agrees to obey the la","a few days ago I was talking to a friend of mine about my future and my wife and I had talked about it and she had said 'Well, don't think about that ","my family was kind of...it's a long story, but it's a story...my family was basically...well, I guess you could say they were...well, it's not like th","[thinking] about this place [the hospital]. You know, it's a little different for me than it has been in the past because I've had a lot of family, fr","I had an interesting conversation today. I was on the phone with my former colleague who's been with me for about ten years. She was on the phone and ","and what you're doing, I mean, I know, I know. But, uh, you know, you, I mean when you look at it like that, it's, it's just","I'm an employee of a company. I work at the company as a part-time employee. So I work one day a week and then I have the rest of the week off. It's a","you can do anything you want, you know that? If you just believe. You don't need to have anything else to do anything you'd like to do. I'm talking ab","[my wife] has a bad cold. She had this very bad cold and we were supposed to go out on Saturday. She was in bed for two days. She still hasn't gotten ","and there is a guy that's working on an aircraft carrier. There are two people working on it and they were talking about their lives and stuff like th","I remember when the first one was born. He's ten months old. We had our first baby. And the first one's now about four, and he's in fourth grade. He's","it's like the world's getting bigger and bigger... I don't know about it... the world is changing... things that you think you're never going to have,","I can't do anything on my own. If I were a little older, maybe I could do it, but it's too late for me. I want to be with my daughter, but it","I want to go to my mom's. She's so far away now. She's living in, where are you now? I don't know. It's far, far away now, so","what's your favorite animal? What is it? I don't know. I don't think of them as animals. I think of them more as an entity. I don't really like cats b","I just keep thinking, 'oh my god, if I'm going to lose a loved one, I'm not going to want to be with my other kids. And I can't believe it's","and it's like, well, I could try and go to an office, but it'd be just like, like the office I work in, and the person I work with, and she's","and I was thinking about you yesterday because you were gone and I was thinking, 'oh man, I really miss him. I hope he's okay'. I was thinking the oth","I can't believe I've been waiting here all day. I have to get out of here. I don't want to be in here anymore. I mean, I'm not gonna sit here and","the word that was on my mind when you asked me to think about what I want is...the word is... I can't think of it right now. I can't remember... I'm s","I think about...oh I don't know if you have ever...I think I was on one of those...uh...I think the term is...you know that show...they go up into","I'm still doing this. I was going to write a book, like a 400-page book on all the things that I do, what I do all day, what my daily routine","and so now I'm in my apartment. So my apartment is in the upper left corner and my room is on the left, so my room is a room on the right hand side. I","I have two boys. I have to find them an apartment. I was supposed to get the boys together, I haven't had any contact with them since they were little","The morning was the worst for me. I didn't have any energy and I was so depressed. So I took a nap. But then I was in my house. And I thought I was ju","you know, we have to give our parents something. We have to have something. So I'm going to take my stuff. And I think my parents are going to be very","I remember when I got this computer, I remember when I had this computer. I was just a child. It was a DOS computer, so it was really simple. It was 4","this is not the best thing...it's not what I was looking for... I know...what I was looking for, but it's not going to do that...I'll be able to use","this is the difference between you and the rest of us. That's what it means. The rest of us don't even know the word, let alone the difference between","and it's a very powerful tool to get the feedback you want and give feedback to the people who really need it. I mean, that's what the feedback loop i","It's about the social aspect of it, actually. I mean, if you can get somebody who's in the same social circle with you, then I think you'll be a lot m","there's one thing I don't understand. I'm going to give it a go and see what happens. I'll try to put something on the market. But how will I know if ","the idea of being able to give up and say I'm just going to stop. And it would be great if we had a way of communicating to someone, 'hey, if I'm stuc","you can't use that for the way you want to live life, which is different. You can use that for a certain number of things, but it's not going to give ","I'm going to move to the other side. ... So, it's like, I'm going up to the top of the mountain, and then I'm going down to the other side of the","and they'll get on a plane to the other side and they'll land and they'll set up shop. I'm sure the kids are gonna want to see that stuff. So they'll ","I'll be a 15 year old. I'm gonna be a 14 year old. When I'm 15 I'm gonna have my first...I'm gonna go to college","what would you do? How do you know? You don't know anything about me. How do you really know anything about someone? I don't know why I'm saying this,","you can't have the right to... to make this happen. And I don't know where we're going to put it, but there's... the way the world is, you can't reall","I'm looking for a way to put this book together, a way of doing it that would make it look like it was a book put together in some other way. I want t","if it's in the program, it's got a right to exist. The right to exist is part of the program. I would like to see it as a kind of right to exist, to","and there was a line in the street, a red line on the pavement, and we had to use it, the left-hand side of the street, and we couldn't go on the righ","there were two little kids and a dog, and a couple of kids with their dad and their mom and the dog, and there was one kid that had the dog, so the ki","there is a lot of different kinds of animals, and a lot of them are flying around, and I think that they are all of the same color, the same color. An","and I wonder if we could, say, have some kind of thing with the girls, like a girls' camp. If we had a girls' camp, you could take the girls out and i","I would like to do something that I always wanted to do, but I haven't done. I was in my seventies or sixties. I got the idea to build a house. I said","and I started thinking, well, how much did he pay for that, to have the contract in his name? And then I started thinking about that, and I got so tir","I've got a friend who was a painter. He had a lot of paintings of dogs, which he would paint from photographs. And I can't remember how many paintings","And so this is the way we go about it. We are a team and we are a group and we are going to do it together. There's going to be a lot of people who ar","I've got a great idea. I've got to tell them to do it. I've been waiting for the right opportunity for a while. They're still in their first year. The","a woman, I had a picture, a picture of a woman, like she was kind of a little girl, maybe. It's an image, I had an image of her. A picture,","and so the world would have to be like a great big tree, like this tree...but there's a lot of stuff going on in here...and there's a big tree, but it","and then we have to make a decision about that. That's why you need a process of elimination. You know, the one thing is that they're not all the same","And then he would write that he would be a writer, and then he would think about other things. I mean, I guess he would write his biography, and then ","I am not a very good talker, I don't like to talk to people, I get nervous, and I don't talk much, but I'll try, I'll try to talk about","And, of course, I think, I know, we have been studying, studying, studying all the years of my life, the way that we have been taught, and I, as a hum","and I'm not sure what it would be like. I think I can guess. It'd probably be a lot of fun. A lot of fun, you know, in a way that we can","and then there's something about that guy from The Big Lebowski, that's like a parody of The Shawshank Redemption in a way, where you get these charac","I don't have time for that. I think I'd better not watch any more. I need to work on my writing. I'll probably write something. That's what I usually ","there are all kinds of people that have been working with me, and they're all trying to work on things that are of their own interest. Like, I mean, I","and I guess it's like you said, I guess you can have all sorts of people in there and you just want to look out and see what the people are doing. I'm","and we were really surprised with the amount of problems that we had to solve, so I went and did my own little study, just to see what other problems ","you have to remember that there's this thing that we are working with that is the idea of the mind as a computer, you know, the mind as an information","you know the number of possible combinations of words in English, right? It's just an incredibly huge number. It's astronomical, it's... it's huge. Yo","this is what it is, you know. When you're writing, or when you're thinking, when you're listening, you're thinking. So I'm thinking about thinking. I'","And they say that you can get it by doing a lot of math, but if you don't do a lot of it, you don't understand it. You might know some of the formulas","now I'm thinking about my feelings of anger and I don't know what it is that I feel... I don't like anger as much as I used to, I can't remember the l","and it's like I've got some sort of... I'm trying to... like an infinite number of lines and each line represents one of the things I want to do, like","there's a number of things I'd like to say about this that I haven't said about it. It's kind of a nice number, four. There's some number theory that'","and if you take a small piece of paper and make a hole in it and put it on a table and then you put the other end of the paper inside the box and then","It's a bad idea. It's a very bad idea. ... Well, that's what I want to do, but the way I want to make the program is to start with an input device","and the second is to take a good look at the data. Then to think about it a lot. And then to find out the way that I want to organize it and to do it.","I'm just gonna go back up here, just to get a picture of this whole thing, and then I can see where I have to make changes. And I think there's someth","[T]his is very much what we have been trying to do... to get...[i]nformation...[a]bout...[t]he...[l]ogical...","okay... now it's three and a half... 3.5... and then it's 4... and then 5... and I'm starting to notice that there's some relationship to these","this is what I would do to get more time for writing and editing, but I haven't done it yet. I'm writing more on my own and then I can take this artic","The word 'not' is often used in the opposite of 'and', to form negation: not A and not B. However, if you are looking to use 'not' to form a","I would like to say a little bit about my own, um, own life. I have not been in the area very long. Um, I don't really have any particular feelings ab","so, there are two sides to this argument, right? There's the side of the people who think it's important to have, uh, a national identity that has som","you know, there's a kind of 'personal identity,' which is a different kind of thing. I mean, there is the idea that we're more than the sum of the cel","I know the more I think about it, the more it looks like a biological process. And there's a biological process of evolution, and there's a social pro","and we want to be able to understand what the universe is made of, what makes up matter, the things that are the constituents of the world, and that's","and I think that's what I'm not going to do, is to say that I'm going to try to produce an ideal system, and to see how closely we can get to that. An","we will do a calculation in our minds. I will do a little calculation on the blackboard. I'm thinking of doing some sort of calculation here, somethin","the brain has evolved from the simplest nervous systems in animals. That is, that the nervous systems are not necessarily so complicated. But in the e","it's always been very hard for me to visualize the 'plane'. It's only a very small part of the problem. It's very hard for us to visualize what our fu","and the right-hand side of the brain has a lot to do with the left-hand side of the body and the right side of the head, and the left-hand hemisphere ","what do you want to say? Something is happening, and it has to do with the person in question, that is to say, the person who is at the center of atte","I just realized that my mind works in this way and that I can take advantage of this. I'm just thinking about the idea of having a new kind of human b","the past is not real. It's not a world, it's not an event. It's the way we remember something and remember it in the present. But the past is not an e","we are the kind of beings which can change itself by its own actions and by its own understanding... I wonder if that's a universal principle of natur","so I can't believe it. I don't think I can believe it. So what's my position on the matter? Well, I'm still in a state of absolute disbelief. And so w","the past is no longer the present. The past is no more than a memory and the present is no more than an expectation of the future. It's the present th","the world's a stage, and all the men and women merely players; they have their exits and their entrances, and one man in his time plays many parts, hi","I see a picture of a boy, a small boy, playing on the ground, rolling on the ground. He is just a little boy. And he's rolling on the grass, and he's","there's no good and no bad... all is good and all is bad, if you are able to be able to see it so... well, if you can see it like that. Well,","Now I am going to write the number ten. It is going to be a zero and the figure 'one' above it. It is a zero and a one above it. One and a zero","I am the one who is alive now. The I am I who am now, which is not the same as the I am I in the past. It is I am I now that is a","there's a way I was told, when I was a little boy, I was told by a woman, that if a man is looking for a thing, he will find it, so I thought","and they're not, the old ones, the ones who are out, not that I'd want to know, and if there's any meaning, then it's the one who can't be seen","I'm not sure. Well, I'm pretty sure, but I don't want to sound like a bookkeeper. If they want to go back and get some old stuff, I can go look","I had a dream. I dreamed that I was walking down a road. I can't remember which road. There were no cars. It was dark. I was walking, I don't know whe","and so they're going to be right behind us. I mean, I don't know, I just think. I can't think too much because there's so much going on. And then I","and the other guy is, the guy with the brown hair is wearing a really strange thing on his head. It's a brown hat with little feathers sticking out th","I'm sitting here with my eyes closed. I'm trying to think of what I was saying. I was saying that it's the last session I'm gonna have with you. And t","and he has to get out of the car. He doesn't like to go to work. It's just a big black thing, with no windows, and it smells of the ground. He hates","And the one thing that we might say is that our lives are on the verge of getting out of control, in a sense, because we have so many people that are ","and I see these people I was thinking about earlier. They've been in our life for many years, and they're still in our lives. They've changed a little","and I was trying to think about the last time I did anything. Oh, well, I've been here. That's pretty much it, I guess. And I was thinking about the l","it's always interesting to see how things go... [I]t's hard to say what we have to say when we're here, and what we should be saying. I'm not sure tha","so that's just that. Oh yeah. That's why, when you're running, you know, and you're running on the treadmill, and you say you've got a nice little, li","I've got to clean my house. I think I've got an important thing to do, something I don't want to do. It's been on the to-do list. And I'm not","and I'm really gonna go to the office now and get some work done, I need to get caught up on some things, I haven't had any work done, so I need to go","I don't have to do anything. I'm free from the drudgery of the office. I could go anywhere. I could see my friends. I could travel. I could do whateve","[I think] I want to go back and do a few more studies on that. And then I think I'm going to do a study on the idea of the way that people talk, the","I am having this weird thought. I was thinking about all these words that were in here. I don't know. I mean, I had the word, for example, 'hate', '","we are very much affected by what other people are thinking of, even if we don't know it. I mean, when I have a friend over, we're both talking, I'm t","I can see how much people would love this [the idea of having a lot of information readily available]. I mean, I have an idea that people don't want t","[w]hen I go home, I get all the way home and then I stop at the coffee shop and I have a coffee and I go to bed. If you think of that as an","the moment before we go to sleep is so wonderful, because it's when we have the most dreams, and they're the most vivid. They're very often so vivid t","the idea that I'm a bit like a tree, and that trees have roots and roots are like me and my history and how they're growing. The idea that I have a st","I'm going to start walking here and there and I'm going to get on a train that goes to Paris and I'm gonna get off at Montparnasse. I'm gonna take a b","[we] have been, at least for me, a part of the same thing that's been going on for centuries. I don't think the way to understand what we are is to tr","so in order to do that you have to be able to accept what you're seeing and be able to trust it to a degree where you can actually believe it and ther","and what's going on here, is that we've got the new thinking process which is in its infancy and the old thinking process which has been in place sinc","what's the relationship between the way in which you describe a thing and the way in which the thing is? In other words, what's the relationship, or t","there's a woman, who's about 40 years old and she's talking with another person, who's also a woman, she's about 50 years old. Now, they're","that was what I was doing. You know, when I was doing my research I would have a couple of books in my office, and then I would go to a lecture and I ","there's a certain way in which the act of writing, the act of talking, is like the act of thinking. It's like saying out loud to oneself what one has ","the problem with being a manager is that you're trying to control people. And that's not very difficult. And that you can control your own work. You c","I've been thinking about this a bit, and I think the big problem, I don't know if there's an easier way of saying it, but what I'd like to see in the ","a little bit of thinking, a little bit more thinking and that's the moment when the realization comes that a lot of time was wasted because we didn't ","I'm actually sitting here and thinking that I think that this might be a good opportunity to talk about something else. I mean, I've done this exercis","I would say that the most important thing about the world is not to be too rigid. We always have to be open to new ideas. We have to be willing to cha","and when I was little I used to think, 'I should do a great deal of that', and now I am doing it. But I don't know why. And it's not that I","what I think now is that, if I were to sit down, to think, I wouldn't know how to begin. What I could say is, if I sat down and wrote down things that","I don't think it's necessarily true. It depends. If you are not really interested in the process, if you're really not interested in the processes, th","this is the difference between the present and the past, and the difference between one's own thoughts and those of others, the thoughts that are pass","and we'll be leaving the island to get to another island which is bigger and more populated... we'll have a long journey there... and I will be taking","this is the second time that I've been here. I don't know how many times I've been, I think I've been twice. This is the second. Well, the first time ","The 529 plan. A 527 plan for education. If I could do it again, I wouldn't invest in a 528 plan. I would invest in a","I was wondering about the meaning of the word 'thorough,' and how we use the word 'thorough' in the past. 'I was thoroughly frightened.' What's the di","I can't really be sure of how many people I know by sight. I remember at least 3000 names. I can't tell you how many people I see by sight. The","now, I think about the number of times I've seen them, so there's been a number of times, I have been in a car in which they have been in the front pa","the world is a big place. I guess. It's a big place, with a lot of different countries. Like, for example, if I were to be in Japan, then I would prob","I remember I have a cat, but it has left. I remember my cat, but I don't know where it's at. ...And I'm going to get my cat, if I ever","I have a very vivid dream that I'm a dog. A small dog, a small brown dog, and the whole family is in this house, and all the family members are dogs, ","and you can see in the corner, there's a window and a door. There's a door right here, and it's a door to a room where there's a tree. And there's","And we're having the same problem as last time: we can't get through the door. But I think it's something in the floor. I think it is something in the","I don't think they've seen it, but I think they could, if they had the opportunity to go up there and look. They could get a good view from there. It'","the main point here is that we've got to make this decision about whether or not we'll continue on with the development of this project... I think the","we're all looking at the same problem...there's no one, no single person that is responsible for the problem...if we were all working on this...if we ","I want to look at the effect of a different kind of attention. What if I pay attention to my attention? What if I take it as a primary concern to try ","I'm trying to write down, let's see, I'm trying to figure out why we are having this meeting. I mean, if we have this meeting, we have a particular re","I think that what we want is to come to some consensus on a definition, and a definition is, in some sense, a way of distinguishing between things and","and you can think that in terms of what you're going to do, right? ... and that's what people do. I mean, the way I would put it is that it's very muc","I think that it would be interesting to find out how much the individual is actually able to use, and how much of what he has been presented with he i","I'm not quite sure how to put this, so I'll just say it and see if you can make out what I'm saying: it's sort of like a strange feeling about this en","well, it was all these kinds of things that were important, you know, and so the important thing was to not let your mind drift into the future, and a","but I want to say that I think I'm trying to understand, trying to understand the importance of this idea of thinking about it, of thinking about what","I have to read it [the article I'm working on] again. I was trying to say something, and then I stopped because I didn't know if it was correct. I wan","and I wonder how many people there are in the world that have those particular qualities, those particular abilities to see things that way. And what ","[I]t was really, really difficult for me, and I didn't know, and I was, you know, I wasn't even sure if I was doing this correctly. I didn't","what's the point of a research paper, if you don't think of it? If you're writing to get something down that you have already thought about, that you ","I'm trying to think about something I want to write about. I think I want to think about, well, I'm not sure, about how people can be. So I don't have","I was in college once, and I had this problem with an assignment, and I was struggling with it, and I said out loud to myself, 'I know it's wrong, but","and I was thinking about the way in which our minds are designed, and our minds, I think, are designed to deal with the things that are important, and","It's going to be the last year of my undergraduate program. So I'm not going to graduate till 2014. I have four years of study and one year of interns","I remember that time when I was in a lab and I was working on a project and it was kind of like the beginning of a new project and it had been a coupl","so you are kind of on your own there. It's interesting the way you talk about your life in terms of these goals. And the idea that we can have goals a","so it's a way that I think about things, but not like I'm in a mental state, like I'm just like having the thoughts, and you know, it's just, like you","I just like, the thing that I was doing with my team project was that we were using a software program and we were able to change it and add features ","And the other thing I'm going to do is I'm going to try and work on some things like maybe I need to work on my work schedule, so I'm going to start w","I'm a student. I've been reading the course on quantum mechanics and I've noticed that there is a lot of mathematical stuff. There's a lot of formulas","and this is why I have an interest in the brain... I mean, I'm thinking of... I'm thinking... the brain's, you know, its evolution, and the way that w","and I had this idea that I could do something about this with a simple neural network, that is, I think the way that the brain works is it has these t","and if they didn't have the idea, they could use the idea and then they could generate the idea and we would do the same thing in reverse and we would","this is kind of like the thing where you have a kind of a rough draft of a movie and you're trying to think what are the most interesting parts of the","the key point about the human mind is that it is highly social. It's not just that people talk and people talk to one another, it's that people think ","I was looking at a video of the movie 2001, which is very abstract, so I'm going to watch some video. I don't know what it's like, so I","uh, yeah, we can see, but there's, we can do things that are not just what is visible, we can imagine other things. So, uh, so for example, if I","I have this notion about the world that it is a sort of a set of problems that we have to solve and I suppose we solve them by looking at the world, l","and if I do the same thing, and if I have the same sort of experience, then the way I am going to have to interpret this is going to be the same thing","and it's a problem with the way the people in power have defined things. And it's a particular problem in the U.S., but I think it's true of all socie","and I'm talking about what we have done here in the past few years. And we have to look at the future and at the past and ask ourselves: what was wron","you know, it's funny that this is happening at this exact moment, when you were telling me about these people and what they were saying, and what they","I think we might have a problem here with the way this whole thing is structured. You see, you have the model which is a set of formal axioms. You can","we're still on the same page, we're still in the same situation, we're doing the same things, so the future will be the same as the past, and if we do","And now I'm thinking about, what do I want to do, you know, at work, at the time when I leave. What are my intentions. I could think about, what is a","what do I know? ... I don't know. I don't really know what to say. It's all I have. What can I do? Well, I have to start thinking about it","this is a very interesting approach... this is what I have to say... and the interesting thing about the approach is that we have a lot of tools to th","and the other thing that I'm not happy with is my position as a human being, that I have been born as a man and that I have to face a lot of prejudice","[I] was thinking that if I was going to make a change, to do a new thing, a new job, it had to be something I was really interested in, or that was in","the best of us, it's all of us, in our own ways. I feel that we all have a lot to offer society. That's why, as we move forward, we're going","when you're thinking, when you're thinking of a thing you want to do or you want to say or whatever it is. You have to make your way. It's like a game","my son, my son, my grandson. My son is going through a stage where he is...he's beginning to understand the world and his place in it...he's going thr","[The] first time I was at the beach and I remember standing on the beach and looking at the waves and there's this feeling of coming and going and a k","I was saying that the sky was really beautiful and it was such a beautiful day and I was walking with my friend and it was really quite peaceful and h","this is how we were thinking back in the sixties. They were not very popular in the sixties, but now they are again becoming popular again, especially","and, then, you know, I started to look at the news, and I said to myself, you know how I'm very, very interested in the whole situation, because, you ","and you know, I'm a good student, and I'm always trying to get good grades. And I want to, I mean, I want to be a doctor because I'm always reading bo","It's something that you've heard about...I've heard a lot about it...I know people...that's what I'm doing, and I don't know anything about it...But..","It's so interesting the way the brain works. It's always in different areas at once. Sometimes the whole brain is at work, and sometimes the whole bra","I'm going to go to the library and get all the books I need for my classes. I think I'm going to have a lot of reading to do for my classes, because I","this is the third chapter of the book on the subject of human resources, and the next chapter is on how to increase the effectiveness of the organizat","I'm actually still thinking about that, so I guess I'd want to take this one out. I'd want a little more detail in the rest. So that's something to wo"],["I think I don't remember doing that before. I don't know what that is. It's funny. I don't like it. It's a little weird. It's sort of like a","and if you're not there, and I have to go, I don't want to do the wrong thing. You know, like the wrong thing or something. Like, I might say somethin","it's almost like I'm on autopilot, doing things, like going to the store, doing my errands, just kind of getting through the day. It's almost like it'","And so it was that I was in a position in the 1970s, I mean the 70s. I was a graduate student. I had an undergraduate degree in mathematics","I remember the day when I had a job, and I was given a bonus check, which was 300,000 dollars, and I remember that check and it was a really","a whole lot of people that work in the same department, they're all old buddies. They've been friends for a long time. So, they have all these little ","and we're not really doing anything in the world right now, we're not trying to do anything to save the earth, we're just doing our thing and then we ","The way it is right now, if it gets any worse, it could end up being like a full blown pandemic, and that would be really bad. I mean it would be real","I've never seen a spider bite before. I remember, like, when I was, like, a kid and like, we were building a tree house or something and, and this spi","I'm glad I'm not going to college, I just don't think that's going to work. I don't know how to study, but it would be nice if I could do well enough","so we've been doing this for about 15 minutes, right? ...so, we've got about another 30 minutes. That's how long it's been for me since we've","I mean, they say that the top of the list of the top five of most important things is just to not have a cancer of some sort. They say that's the most","it is about a new piece of research, which they're working on. They're working on a new piece, a piece of research that's being done at the University","I want to get a second job. I'm on this one. And I'd like to get another one. I think I want to do this. But the reason I'm looking at it is","and then the last thing before I was going to be hired, I got my certificate that was the last step of getting my certification. So I got a lot of pre","I have to keep these two in sync. If I change the one, it affects the other and vice versa. It's like the old days of, you know, the way people used t","I can remember going on vacation with my family. We'd go to the beach, and there's one thing I can remember about that. My brother and I used to have ","and I was thinking about a TV show I watch on Netflix called, 'The Mindy Project' and that's a show about a doctor who is trying to start her own prac","we're going to go to the store on the way home. I'm not sure which one yet. I mean, we could go to a regular grocery store, or a 7-11","I just went to the store. The grocery store. They have this...they have this thing. It's like a little cart that you can slide across the floor. You c","and now I have a new book, and this one is a history of the Internet, and that's funny. You know, they do a history of computers, and it goes back to ","I guess if you're not into the big stuff, the big corporate stuff, it's harder to get into, but you get into a niche. And I was, I got into a niche an","and then you know, I guess I'll look up at the ceiling and I'll think about my work. I mean, you know, that's where I get my ideas for all this, you","and I was thinking about the one guy who had just taken the test. I think it's the same guy that had the two big dogs. I think his name was Royce. Tha","I was driving with my wife on the way to the beach one time and I noticed that the guy driving the pickup truck in front of us was wearing a shirt tha","the time you got the wrong person at the airport and then you're supposed to meet someone else, you're supposed to take this person over there. They w","what do you do when you don't know what the answer is, but you want to know. For example, when you're driving, and you're thinking about the direction","I was just wondering if you could tell me a little bit about your past. Where did you come from? What was it like when you were a little girl? What we","you know I was on a little island off the coast of Florida and I was there with this friend of mine and I was on the beach and she was in the water an","it's hard to keep up. There's a lot of kids, so it's not just you. But it's kind of like the teacher, but I mean, you don't want to see","and I think there's going to be some more rain tomorrow and it's going to have to go somewhere because it's not going to go down the river anymore. Bu","it's like this. It's kind of a thing where you have to have a little bit of space. Like a little bit between you and your computer. Because when you'r","I feel so warm. I like this room. There's a heater in here, and it's nice. It's a nice room. I'm in a room and there's a heater, and","I've got to go to the gym. I gotta get a gym membership. I'm gonna go to the gym now. I got to go. I got a gym membership now. I'm a","uh-huh... yeah. That's, uh... that's a good idea. It's a good deal... uh-huh. Well, let's see... we don't, uh... we","and the problem was that I was getting into that old, like, habit of being like, you know, what? Just being lazy? Like, 'cause it's like, it's really,","and then you get the light... you get the feeling that you know, it's there. It's kind of like... it's just a little bit like it's... like it's like a","just because he is a bad guy, you know, I mean I've been talking to him, it's like, yeah, you know I'm not sure what I mean but, like if he","and then she says 'I'm sorry I didn't like you,' and then he's like, 'Well you don't have to do anything about it,' and then she says, 'Oh,","this is really weird. Like you don't know what's going on. This is, like, my favorite kind of thing. When people like that, like, do the [referred to ","a bit of a strange feeling about all this. It's like a bit of a deja vu. I know what you're going to say next and I know I've heard this before, but I","and my next job is going to be... I'll get my next job, I've just gotta find something. I just gotta find a good job that's interesting. But it's goin","I'll have to figure out a way to get a couple of hours of sleep before the trip. I guess I'll just have to call someone and see if I could borrow a da","the last time I had a conversation with him [about the book], it was when he asked me about the book, and I said that I'm still not quite sure how to ","the way I see it, you're going to end up with a lot of people who are like me: they don't want to pay a premium for the same type of content that they","and we'll be here at this meeting and we'll have to do a presentation on what's going on. And we'll have this this paper in which I'm in charge of the","I'll just think of something else. I know it's too much to ask to find a new car and a house on short notice. But we can look into it. We'll get to kn","so you can't just do this, you have to have a backup plan for things. And then, you have to follow through on that, and not get discouraged and go bac","I'm going to use the word 'grind' as a verb because 'grind down' seems to mean 'wear down' to me. I don't think I want to use that word","you're going to get back in the water. I've got a boat. You have a boat, yeah? ... Yeah. You're going to take her in, get her into the water,","I had the most amazing dream last night. It was so real. And I'm so glad I remember it. I had a dream I had my own apartment, but it was all black. Th","the guy that I met who I was trying to call, it's all so bizarre. And I have this picture of this guy that's like, well, he's all big and muscular and","so that's why I went to a lot of high school sports, basketball, I played in the basketball club and then I went to some other sports clubs for fun an","my friend's wife and son. I met her a year ago. They live in the suburbs, near Boston, Massachusetts. They have three children. He is 18 years old; hi","And what, and what I think of it, the people in the hospital, they're just going to have to put up with it and that's what they're going to have, a lo","that's the way it was, I mean, they didn't have any more than that to deal with. I don't think they ever had anything really serious, the first couple","and if I ever get a chance, I'll tell the boys about it. We'll go out together and talk to them. I'll tell them, you know. I'll get to do it","I think the last time I was here was back in 1951. I can't remember why. It was a day when I was working and somebody said, 'Oh, by the","we were having a bit of a problem last night because there was no phone so we could get a taxi at 1 o'clock and we were in a bit of an embarrassing po","I remember in 1941, we were on the way to the factory and this was the first time we went to see the factory, and we went to visit it, and there was","I got a call from a friend who got a job in New York... He got a job as an editor for the National Enquirer, a newsmagazine. We're doing a project abo","I had an idea. I can't remember if I wrote it down, but I had an article idea and I think I'm going to do it. It's about this man named Jim Hogg","And now I'm getting a little tired, and I think I'd better get to bed, and I guess I'll be getting a lot of work done this evening, and I'll have to g","So I just got off the bus... and it was very cold this morning, 26 degrees outside... I mean, it was a 26 degree day when I went to the bus stop","I have an image of myself sitting in my room, a window with a little bit of light from the sun. I'm sitting on the couch with my son, a baby, and we a","and they're going to be in this little area called the [spelling mistake] - there's a little area called the Hothouse [spelling] and it's - that's a v","I've got an image. A house with a garage. A blue truck with a trailer on the back. The garage door is open. And I'm thinking about putting the car up ","the 83,000 words, the 87,000 word count that is on the front cover. I want to make sure that I put it on there. I","So you can think of this as an area of the brain that you're basically, that's the part of the brain you're really using to see it, the part of the br","the other one is going to be in the middle of a very cold body of water and I think, there's this one big mass of water, and it's going to have a lot ","I have to get this done tonight, but I'm just not going to get anything done tonight. I'm just going to put it off till tomorrow night, and I'm going ","I'm thinking that you're saying, that if I don't get the contract, then I've got to go and get this other one. And it's already going, we've got some ","yeah, I was talking about the fact that the computer is doing so much that it's taking so much work away from you, and we're going to have to get out ","uh, you know, uh, it's, it's the fact that the, that, that the, uh, the, uh, uh, is, uh, you, you, uh,","and it is just not what is it, is it not? Like, you know, uh, like, that's what we are getting at, you know. It's not just what is it","well, I mean, there's some...I mean, I remember doing some research about the...the whole of the...the nature of the brain. And there's some evidence.","I mean, I don't know how it works but that's how it is...the other thing is like the way the weather works, I mean the weather can be so unpredictable","the first thing I thought about was this. I'm not sure it's something you could make a good argument from, but I think it's something that's a consequ","that's why you don't see it, because it's really important for you to be aware of, that's why you're not aware of it. So you're really just being awar","I don't know, I don't know what to do. I'm not sure if I have a good idea, because I can't tell if it's a good idea or a bad idea.","[t]hings are better and worse. That's what's going on. That's how I feel about it. That's the way it is. I don't think it's fair but","I've had a great experience, having my brain scanned, but it was just to test a new scanner. It's been a good thing for the clinic, and I suppose for ","I can't remember the last time I did a thing like that. And I'm not sure what the problem is. I think I just get a little bit overwrought if I don't s","I was thinking about the three little pigs and how the little pig who built his house out of straw was the only one who didn't get eaten by the wolf. ","that's why we're having this meeting. We're talking about this. It's very serious. We're worried about the economy. We're trying to figure out what to","a few hours ago I was thinking about that poem, that poem I wanted to write. It's about the river, the river we are near now, and the water in the riv","I think of this thing. A child, a very small child, maybe not even a child, but a very small, tiny human being. Maybe a little baby. He's in a world a","I know that the baby will be born, but I know I cannot know when. It could be tomorrow, it could be next week, it could even be in another year. But i","I'm not quite sure why this is. Why was this person chosen to be in my life? It's like, I just can't understand it. And I think maybe it's just becaus","The brain. You know, I don't know how to talk about it. I guess because I'm so used to having the brain in my head, I'm not sure how to even begin to","And I'm not saying you're not right, but I just thought, maybe I shouldn't have gone back to you. I don't know what you think of it. I just... I don","[the] whole process of thinking, of knowing, of knowing a person... is not like that. That's the way a child's mind is. I think that's the way the min","if it's just a little bit of a coincidence that we have this time now, I know the way the universe works is, that there's really no coincidence and th","and now we are in this space and I am trying to remember my name...I can't remember my name right now. It's not there in my head. I've done this exerc","the last time I saw him was in a restaurant...he had a very good haircut and I thought, 'he is good-looking, he looks like a man who has an apartment,","And I can't do it. I have to come here and try, but I can't get rid of it. I can't make it go away. I have these little ideas that come,","I have to do a lot of things in the morning and then I have to go to the office and I can't leave them. I have to get everything in order. And then th","And, then, I was wondering about the world, you know, I think it was on Saturday, I was having a little party and I was thinking about the world. Like","I just think, I just think... I think I need a new computer. I need a computer because I don't have a job. I don't need a job anymore. I need... I","and they're...oh, that's so stupid. I can't believe I said it. I was supposed to be...I was supposed to be asking the question about...well, I'll just","[talking about something with her sister] We're trying to find the best place to get a house. We're going to buy a house and put it on the market and ","and the sun went down. And there was a new day. And I said, 'That's it, I'm going to get a new job. And I'm going to be happy again.'","and it's, and it's just as soon as you have a big, big meal, you get to work. And then you can't eat. Then you get a big meal, and then","so I'm not a good cook. I had a lot of trouble learning to cook, and I don't want to do it anymore. I think I'm gonna have to get my kids to cook","The whole reason that we have to get the people in here. The reason for having this lab is so that you can get them all in here and just go through th","now the problem with that, I think, is that you're just throwing everything into this thing without any kind of... You know, that's the problem, is th","I'm thinking of how I am going to structure this presentation. And that's one of the things that's making me nervous. I'm not quite sure of what I'm g","I don't know, I don't know where I should go. I'm just thinking of it, I'm just trying to think of something that will make it clear. I've had a lot","[w]ell, it's not easy to say that it's the same person. ... You can have a different person in your mind, you can have another personality, maybe. ...","we're not doing it, because we think it's important enough to have a big enough sample size, so you don't have to do it, but it is important, in other","you can't just keep running along. You're getting close. You know what you've got to do? It's not hard. It's just that you don't know how to do it.","so it's kind of a funny story I thought of. There was this guy in the book who was an engineer, who had worked in a factory for 20 years, and he was t","but it is like an exorcism to be able to say all these things, to be able to see all the thoughts and to be able to sort them out and to say, yes, thi","it's been 14 months and I just got the last two back, 14, 15 and 16...I don't even know what they were about, the ones","the way the human condition is, the human being is not a little animal that has been domesticated by society and that has lost some of its qualities, ","And it's sort of like a political statement. And then the political statement is also a biological statement. And it is a biological statement that th","I'm not really sure how you do this, so I've decided to do the opposite, in order to have a basis for comparison. So I'm going to try to come up with ","and there was no difference between a sentence and a word. ...because of the ambiguity of the term. You know that in German, we have a sentence that c","you could use an algorithm to make a machine learn about how you think, how you solve problems... then you could use the machine to help you solve a p","okay. That's right. 1 is equal to 2. If I assume that 1 is not equal to 2, then 1 equals 3, since 1 equals the sum","1. The purpose of this is to discover the structure of thought. It is an experiment to see how thoughts are connected together, to find the rules of t","it's just like that. There are things that I just think about. For example, the formula for the sum of an infinite geometric progression (a, aq, aq^2,","but, I see you are just like me. There's an 'I' in both cases. But, in fact, there's no 'I' there, it's just a 'me'.","I'm trying to figure out how to do this. I don't know what it is that I'm trying, and I don't feel any particular compulsion to get it right. The proc","I'm in a room here with some people... They're talking to me, but not clearly. I can hear the words, but not understand them. But the words are so fam","it was a real problem, because I'm afraid that I'm a kind of an observer, and it seems that the observer is always in the position of someone who sees","It's an odd feeling... that I don't have enough energy. I don't feel good about the situation. The question is: how is that going to affect my ability","and so I know that's something I've been doing, but I was thinking, this is just what you have to do if you're trying to do something, like, for insta","I'm just thinking about my mother, my father... I can't remember their birthdays, so I've put them into the past. They both died last year, and so I t","we have a certain level of success because we don't know much about it...what's the point of that? Is there a point of that. What is the point of know","we got our first baby, our first child, a daughter. We started doing all this stuff with the kids and they were happy, they were fun, they were all gr","and then we're going to see our parents. I know my dad is going to be there, and my brother's going to be. My mom is going to do something to make it ","and I think the guy said he'd been in the Air Force. And he'd been over in Vietnam. I wonder if that has any bearing on the whole situation. You know,","it's just as much of a good thing, you know, it's a good thing when you get into a place like that, but you also have a good feeling and, you know, yo","and then I think, well, I don't want to be the kind of person who is going to spend my whole life just doing things for the kids, you know, and I don'","I mean, it's the same as, it's like being in the car, and there's something happening, and you just don't have the time, or you don't know about it,","a new computer system to take over the current one. I've been told that we should look into this new computer system. I'm looking into this new comput","the most important thing in life is to be a good person and to be a productive person at the same time, and I think I have done both well, and I have ","I got a job here at the hospital. I work here on the second floor and they make me stay there until I've done five years. The job I have is very diffi","what do you mean by that? I don't know, that's one of the things that I wonder about. Why do we get a bad feeling about things that we don't like to d","and that's what I'm saying. If you're a guy who's been around the block, you're not going to think about it. You're just going to do it. ... It's","we need to learn some kind of a language that will allow us to think clearly, to be able to express our thoughts in an unambiguous way. And in order f","the most important thing about our subject here is that it is the only one with the ability to respond to its environment, to develop a set of experie","I am interested in the cognitive processes, which, in the most general way, can be characterized as the following: 'the cognitive processes are the me","I am now imagining the next year's meeting and I have in front of me a box of 1000 white cards, each of which is blank. I'm going to make an inventory","the number 17, which is, I believe, one of the first things to come to mind in any system that tries to formalize mathematics, is the smallest number ","I remember the day I first became aware of the word 'pseudocode'...that is the way to specify an algorithm that is to be implemented in some specific ","723120931550759182925816267803679498695","so what is the question? Oh, I see. The answer is 5. How did I do? Oh, the question is different than I thought! The answer is -4, because I","so the 3d world is a projection of the 4d world onto the 3rd dimension. It has a metric defined on it, and all of its geometrical properties are deriv","and that's where you have to figure it out and see how it comes about. And it's not just the relationship between the different factors, it's the rela","now I think I want to look for something which is in the center of the circle, I don't want to go to the perimeter, I want to go the middle of the cir","so, my husband is at work at the moment. He is in the library on the second floor. ... I am on the fourth floor, so we are diagonally opposite. I am d","the object of thought... and so far I have been thinking about this object. I think this object is a person who's standing in front of a window with t","then, when the machine is started and the circuit is closed, the electrons are accelerated at a given potential and in the electric field of the magne","the scene is rather like a theater of the mind, a kind of mental theatre, the light is the same as it is in the theater of the actual theater, and the","the room, the room, but it is not the room as the room itself is seen, but a room, a room as we see rooms in a movie, so that the room is always seen","And now I'm sitting, in a sort of contemplative mode, with the eyes closed, with the lips closed, with no movement, with no sound, with no thinking. I","the way I'm sitting here on the couch. I am very quiet, and my eyes are closed, and I'm relaxed. The sound of the room is very low and very quiet. I'm","... ... a word, a phrase. Okay. Oh, yes. Okay. Okay. Now a little more. Now. Now. (silence) Now a little bit of language. A bit","I'm going to read the first line of a poem. I wonder if it was a poem that I read somewhere that I have forgotten, or if it is something I've invented","I wonder what that woman was doing that she looked so sad, and then she looked at me. What was she doing? I don't know, she had a sad look on her face","and the trees, and the trees, and now I am outside and the trees are outside and now I've turned and now I see the street and now the trees, they've b","now it's getting late. Oh, oh, I'll have to do something about that. I can't sit here all night, so I'll have to go back into the kitchen, and get","I'd say it's a bit more difficult to play the piano than it is to play the guitar. You've got to know how to play all the notes on the piano, so if yo","I'm in a place that's full of light and full of sound. I can't see what's going on but I can hear the sounds. They are in a circle around me. And they","I have this thought that I'm in a cave. It's a cave, and there are many rocks and trees in the cave. But in the middle of the cave, there's a door,","I was going to say, that the feeling, that this is my soul, you know, and so on, and so forth, and I was going to say that my soul is a kind of","a little bit of the sun is still there, like a little light bulb, I think. I don't know. There is something I need to get done, something important, I","and you can say a little something about each, just a few words, or as many as you want, and don't worry about your speech, it doesn't have to be perf","now, what was I thinking about? Ah, yes, that I was thinking about how I wanted to do a poem about a little girl and her parents and her mother taking","and we've been at it for a while, you know, and I've been working on the novel and I've kind of started putting the characters together and I was thin","I'll make it up to you. I'm going to be very kind to you. We're going to have a beautiful life, you and I, and the kids will come and they'll be","the cat's sitting in a big basket, and the basket is covered with the paper, and it's like a big blue basket, and I see the cat and the cat's like a l","And so that's what you did in the past. And it was like this. You know, that's what I do with the kids. I'm like a magician and I just, and it","And I've got to go to school and then I'm going to come home. I don't want to do it. I don't know why. I don't care about it. I mean","and I have got the same, the same thing, I've got the same thing. Oh, I don't know how I can write it all down, it's going to be a lot of","I'd like to write a book on the topic of the soul... I don't know if there is a soul or not, but I can imagine that there must be a soul. And I can","the other thing that I noticed today is the fact that I didn't realize that I was reading. I've been reading the book, I mean, I was reading it, and I","I've been doing something else, you know, for a while, that's been quite a problem and I think it was probably because I was very tired. I think, I gu","I think that there are lots of reasons why a particular book might not be translated, but I think there are two things that might be important. One, y","it's like you can only think in parts; that is, you can only express one aspect of the thought process. If you were to take a photograph of it, the pa","it's like a big snowball that's rolling down a mountain and as it rolls it picks up more and more snow and more and more of the snow gets converted in","but I'll just sit here and wait for a thought. That's what I'm gonna do. I'll just wait for a thought and then when it comes it'll be a good one and I","and, I suppose, you know that, and I know that, so that's, that's just that's kind of the way it is. You know, like I'm kind of not that","this is my dad, you know, you see the first thing that comes to mind is the last time I saw him and it was at a wedding and he had on a white suit wit","yeah... it's all so nice and soft. ...it's just a bunch of soft stuff, and they're so soft. ...they're all so soft... yeah. ...all soft, yeah","I am doing this and that, and I am thinking about it and then I am going to go to the store and I'm going to get a bunch of stuff. I'm going to go and","the smell of the smoke from the fire is all over the place, so you'd think it would be, uh, it's not a good place to eat out in the middle of the nigh","the train. I'm going to get up, and I'll just take a little walk. I'm just going to go outside and I'll walk around and I'll see if I can get in","it's all done now, the paper, I'm going to get home. I'm going to make dinner and I'm going to read. I've got a couple of pages to read here,","I've got to go and see if I can get the coffee on. ... And I should start getting the stuff going that's going to go in there. ... Well, I'm not going","it's too soon, I've got to wait. It's not going to come on in a minute, so I'll have to wait for it. And I think I'm going to make myself","I don't know. Well, I mean I'm a little confused. I was in the bathroom in the morning and there was a message, and I didn't know where it had come fr","and I guess the first one, I guess, I was going to say, you know, the first thing was... I was going to say something about... well, you know what, I ","I think my mother will be home in an hour. It's just like the old times. She'll be home. I wonder what she's doing. She's probably taking a nap or som","the fact is that it's really interesting, but that you can't tell, because it's all so obvious, you know? Because I mean, look, I'm thinking about all","and we were talking about the cat and the dog and the cat and...I think I'll get some water and go to bed. I've been writing a lot about that book. An","we're going to get to the end of the 16th century and we're going to make a jump. I mean, we're going from like the 15th to the","the best way to do this would be to use a computer to have it do all the work. ... you know, for example, the computer can do this: take an image, do ","it is like an electric light in my mind that starts flashing through things and then goes away, or like a computer, you know, running programs that I'","And now I'm going to change it to a number line. I think it might be helpful to see it this way. I think that's going to be useful for me. I can see t","now we're getting to the end of it. I wonder what the next chapter of this is going to be like. So the last chapter was the part where I went back and","yeah, there's this person who was at the top of the list who was a friend of a friend of mine, who was also a friend of the friend of the guy that I k","I was on a mountain somewhere, on a mountain on a mountain and I was looking down, and there's a river going through that mountain and it's in the sha","the guy in the picture, the one with the big black hat...he's a friend of mine, the one who's out there with me...and he's in my company...we're toget","And if you had a choice of not having a career, or having a career and not having a family, which one would you choose? [Pause] I'd say I'd probably c","I think that's one of the reasons why people who are depressed don't want to be around other people. They feel like they can't relax with them, becaus","and I can't go on like this. I'm in pain all the time, and I'm going to die. I can't live like this. The pain is always there, and I can","it's as if I'm not really a person, or not a person in any way. It's like I'm a machine and that's what I do. It's as if I can't","it is just like walking and I cannot see anything, I don't see my hands, I don't even know how my hand is. I cannot see my hands. I cannot even see my","a woman and a man were looking at each other, and they were having a conversation about it, and the woman was looking at the man, and then she turned ","the song and the verse is ... it's in a poem...I remember the song...I remember a verse and then I remember a song and then I see something and then I","I'm sitting here and I'm listening to this music, and then it goes to this other part of my mind, where there's another sound that I can hear, but not","I'm thinking of something, something to do with a horse or maybe a dog or maybe a horse-dog or a dog-horse. I'm thinking about a horse that's going to","and then there's that one person I know who's got two daughters, and they're really kind of like I guess he's the father to the whole family. Like his","I'm sorry, I don't want to talk about it. But you know, it's the little things, you know? I had this dream last night, I dreamt I was at my","the big one is always a surprise. It's the big one that we can't really count on. We can only do what we can do. If it's not going to happen then it's","I'd like to be able to go up and say something and be able to look around the room and look at people and not be afraid. Like I can't even talk to som","and I'm sitting here with my arm around my wife, and I think, 'I'm sitting in front of the computer. I'm sitting with my wife in front of this compute","I remember seeing the car crash when I was about ten or eleven. I think I was walking home from school. It was an old Chevy pickup and there were a lo","and it's like an invisible world. I'm in a sort of a fantasy world, I think. Like when I'm doing things I really enjoy, you know, I'll go to the store","the fact that this is not a very good idea. The fact that I don't want to go out to dinner and drink beer tonight, because I've got a test in the morn","we're going to get some, uh, you know, you don't get much money these days, and I'll uh, you'll get a uh, a little bit of change, so you","there's one of those, the big, huge ones, that are about five feet across... I could just imagine what it would be like to be down there, and I've don","I have two daughters. I've been on the road with them since last September. I have been going around with them on the road and they're now thirteen ye","there's an image of a guy. Like this guy over here is standing with this guy and he's a little bit bigger than them, you know, a little bit taller. He","it was the kind of thing that would make me want to come back for it. I went to a lot of places I don't go to anymore, and one of them was... a little","a lot of times I feel that people have a lot of different views on things and I feel like, you know, that the people who are younger, they're sort of ","and the other one's gonna be a little bit more. They're both going to be like, one of the others is going to be a little more like a traditional, you ","what I want to know is why they [the people who invented the language] went through the process of building the language. Like, they could have just h","I'm not really interested in any of that. I mean, I have a great deal of interest in it, but I'm not interested in the sort of personal thing. You kno","I see a little bit of a brown-haired kid, in a uniform, with a sort of a uniform hat, a white uniform hat, and the kid has a smile on his face, and he","And then I was in a cave and there was a big hole and I was going down and it was very dark and there was light coming out of the hole. And then there","uh, you know, it's a good thing that the planet has enough food for everybody because that's the one thing, and the other thing is that I think that i","and this was going to be the first of our children, and then we'd have to have a second child to carry the weight, because one child, we thought, woul","it's been really nice today. I don't know why you are making me feel so good, but I am. I feel so relaxed. I really think you have to have some sort o","I think we should have a small gathering of the family next week, so I can tell them how much I have enjoyed this experience. And then the next day, I","so that's my thing. I'm so happy. So that's how I'm going to do it. I'm going to go out with the two of us and have a beer, just have","the next year... and then, of course, the year after, and then the next year, and then I will be in my 30s, and I'm going to be in my","and I'm going to go home and put some clothes in the washing machine, and some clothes on the line...and then I'll go and get my mother and come and h","and then it was time to go and get my new car and we had to have a shower and I did not feel good about that because I was not going to get a shower b","and then I thought it would be cool to get a new puppy. But then I was like, well, I don't really know how to take care of a puppy. I don't have time","I mean I guess my husband's getting too old to do things. Like last year he was up to go and get his car repaired. He couldn't even change a tire on t","and I'm so sorry my mom died last week. She was really sick last month. She died on Wednesday, I guess. My dad went home for the day yesterday and he ","you're thinking about your thoughts. And you're trying to think of a word to say. It's hard to say it. It's like, a-ah, a-yeah. Like,","I mean, I'm going to miss it, I don't think I can really live without it. But it will be fun to get out of it. You know, you have to put the","I think I've been listening to a lot of classical music, that's what I'm listening to right now. That's a lot better than pop music, anyway. So that's","I was thinking, I was thinking of this, the way I always do in a car, when I'm in a car I can just see what I'm going to say or think. I can","okay, I'll be there in a little bit. So then they were going to have this, this...they were going to do this. Then he goes, 'Okay, what time would you","you know what, I don't know why I'm doing this. I don't think I'm supposed to be doing this. The last time I did something like this, I got hit with a","this was the first time I saw him in about 10 years. He was so happy and so glad to see me. I couldn't believe how well he looked and how much he's ch","I was thinking about my first son, the one that I don't have. And then I was thinking about what it would be like to have a son, if I had one. I was t","I have a friend named Maggie, who is a good friend of mine. We went to school together, in high school, in elementary school. She was born in '91, I w","we've got to do something about this, because I don't know if this will work or not. I just don't know. This will probably be the only time we'll be a","The difference between that and this is that, in this, we're all working for the same goal. We're not trying to kill people. In this case, I feel like","I think it's a good idea to work with the groups in the second phase of the project, which will be to come up with a set of core questions. ... I thin","there's some research that says that if you have a specific set of people to target, that they can do better on the target group. There are a couple o","but the way we have to deal with it is, we have to actually, it's very similar to a situation that we had in the past. For example, when the '80s were","a kind of 'to-do' list, as it were, that I have created to deal with these things and that I would like to carry over to the next year. So that, for e","[I]n my mind I would like to be in a world where everybody's life is equal, that is, that there are no social differences or social classes or economi","and when I go to the bathroom, it's an occasion, it's a very nice occasion, because I can take my time, because I don't have to do anything else. I ca","I'm a person who wants to be alone. I don't like being surrounded by people. I'm not a social person, but I'm a person that likes to be alone and that","and I'm thinking about how I've got to take this long term, I have to do more of this stuff, and not so much the short-term stuff. You know, I think a","so we've got 20 minutes left, and what can we do with it? Let's get through this, yeah. It's time for this, I think. We're getting to the","I have a list. I'm going to do this. It's going to be 10,000 steps for this week. I'm going to get the water filter. I'm","it's been a good night so far. The first part of it. It was really nice, you know. The second part of it, I don't know, I'm going to be able","the other day I was walking down this street and I saw this building on the corner, and it was so interesting to me and I kind of looked at it for a w","this is what I'm thinking of: the day my mother got me this one picture frame, the one that was kind of square, and it was all black except for a few ","okay. All right. That's really good. This is what you get. This is my stuff, because it's, I'm doing it. Oh, that's pretty. It's kind of","And then he's sitting on his feet, and he's got a picture of a duck that's about the size of a football. And the duck's got little feet, and they're o","And now I have another image coming to mind, that we have got a little child, we're gonna give him a haircut and we're gonna paint his nails and we're","so it's got like a big wide open mouth on it and then there's this long, long tongue hanging out and it's like a blue tongue, but it's got a pink tip ","I feel like a kid in a candy store... I know that... but it's just that it's really big... it's almost like you're a little kid in a big candy store, ","I'd really like to go back to my old place. And I'd like to go to the beach. But the thing is, I've been at this job for two years and I'm bored","and you know, this is, this is a beautiful, I mean, this is just a beautiful, this is such a beautiful thing. You know, I don't know, I mean I just","it's like the thing about the, it's like when you're having an argument and you're like 'I have this one friend who always argues with me about this, ","so I'm thinking about the work we were talking about, which is, like, the research that you're doing on how people remember things. So we had the firs","I was on the side of the road, waiting for the traffic to go. The car behind me was an old blue Toyota. I'd never seen it before. And I'm not even sur","I was just thinking about my bike, and I'm trying to remember if I had the keys with me when I left the house. I guess I did, I had the car keys with ","and that's how we've been going, you know, like a clock or something. And then when we go up and we leave, I think it's kind of like, we're on our","I guess I can't help but feel that the idea of this project is ridiculous. It's so out there, and I don't know who's behind it. And it's such a huge p","the day's just over, you know, like, so I don't want to leave so soon, but I also don't want you to think I'm being clingy or anything like that,","and so you know it's not going to work if they're not like me and they're not going to go to school like me and go to the right school. And I mean, if","the same people, I think, are still going to be, you know, like, fighting the same battle, but you're going to be able to tell them, you know: 'Oh,","And that's a bit of an issue, because we need a certain amount of planning, and we need to have, you know, a certain amount of flexibility so that we'","there's something else. You know, the other night I was reading about how, you know, like we were going to have a house for sale, and we were going to","[I'm] going to the shop, I've got to get some [cereal]. I'm going to get some more of this [cereal] but I'm also going to get something","I'm supposed to be a lawyer. I'm supposed to do all of those things and it's just, it's so frustrating. It's just so frustrating. I was going to be a ","and so I'm just sitting here with this, this, this... I have some little children that I work for, and they don't like me very much. I don't know why.","I can see that the new house is still under construction. There's a nice garage out back. I wonder how they're going to get that in there, but then I ","it's like this, you know, I have to be careful with this. You know, my uncle, he had a job, he was a plumber, and he's always been in trouble.","and it was really good, because you know, it was good for everybody. And it was good, they were happy. The whole team. So, yeah, it was great. But, bu","and I'm gonna get to go on a cruise ship or something. It's in the winter. We're gonna go out of San Francisco. We're going to the Bahamas. I was thin","the other one. They have a good story about it. They don't have a good show about it. A lot of them. The one I saw, it was great, I saw the first","And then there's another one. Oh, you know, that whole thing with the people from the other side of the world. They're like, you know, they're coming ","[it was] in the '50s, I think, that the first electric guitar was developed, and it was called the solid body, and it had a metal body that amplified ","I can't do that. You're trying to have your cake and eat it too. You're saying that if you want to have a better life, that you can't be in a better r","I'm not a good thinker. I have a great deal of trouble thinking. I have had a lot of trouble thinking since I was a kid, and I don't think I'm going t","the number 5 ...isn't the right answer. 2 plus 5 isn't 30, so the 5 isn't the right number. Is there a formula? You know","and there are all the people who are just like me, who have a strong desire to do something, to do a really good job at something, and they just don't","and that's how I get out of bed, that's how it happened, you know. It's the same thing as walking. You go out one day, and then you've got a way","and I think that there's a certain kind of person, people who are, you know, who are just kind of naturally, you know, just kind of a certain way. I'm","the first one I did was one of these three problems: 75 over 110 equals what? And you just take the common factor out of both sides. You don't have to","and then there was a little girl there, she had on a hat, it was a green hat with a pink brim and she was just so much smaller and more delicate and s","and there are 12 months in a year and each month has 30 days, so 12 times 30 is 360. But a year isn't really","and I'm wondering about all these things and what you could say about all of these things, how to say them to people. And I'm wondering why it was lik","the sun. And I see a cloud, but it's really a cloud of dots, and each dot is a cloud of even smaller dots, each of which is a cloud, and so on forever","I am a father. I have two sons. I have a wife who is 20 years younger than I am. And we are 59. This is a very very hard question to","we've got to get this thing up. We've got to, we've got a big one coming, we've gotta get it up. It's got to be up, it's got to","I can't remember what I've been doing here...I guess I was thinking about the new year's party and how I want to go and have a little party of my own ","I'll have a nice and soft bed. I'll go in there and lie down. And then I'll have a good night's sleep. It's going to be great! And I'll look","oh, I think I'll take a break. I've got a lot of reading to do. I have to read that whole book in one day. I need to read the next chapter. The","I think that's not such a good idea, I know that's a really dumb idea, and I can see what the problem is. And I'm going to start looking at it in a di","you can't really say anything about the economy, the economy is going to be in a recession, I think I'm gonna get a raise, I'm gonna have to sell my h","there are a few things I want to do on the computer. I'm going to try to get a couple of things done on the computer in a day or so, that I have to do","I'm on vacation. It's like two weeks ago. It's an airline seat. It's 2000. It's my son's birthday. He's a little boy, like","I remember one of the things I wanted to do with my mom when I was a kid was to take her and my friends to go see the first Terminator movie. And I ca","that's a good point. ...yeah. I mean, if you're like, a big deal on your family and it's, it's very important to you. Like, you know, and","and you know, I'll be out of here in two weeks, I'm going to go and live in Canada. Yeah, I'm gonna do that. And then, I'm just gonna go","I got the cat food. I can't believe the cat food is still open, because I'm supposed to throw it out. I didn't throw it out, so I just have to throw i","a dog would probably go straight to the kitchen. Yeah, that's where he's at right now, I think. He's just resting. He's got a lot to do, he's gotta","and this is my next assignment. I'm going to do this for an hour, maybe a little more. I'm not doing anything else but this for an hour. It's just a l","this is a real thought I'm having, a real thought. ... I don't know if this is true. I'm not sure if it's true. If you think about it, you get","and then you get a certain number, 16, and then you keep going up by that number so you're like 16 25, 24, and then 3","it's very difficult for me to know where to start. It's like, what was it that I was doing, I was trying to figure out, how does a single digit multip","I don't know, I wonder how it works. The thing about the train is that it goes by all the time. I'm not sure where it goes to, or how long it goes for","the blue color of the sky. The sky is blue. Because it is made of nitrogen. Nitrogen is blue. It is blue because of the way it absorbs. I'm not sure, ","I have a thought. It's a picture. It's the picture of a cloud, but it's the picture in the mind's eye. So that cloud, you know, like a cotton-c","and I see a house out there on the street. And I see it has a tower that sticks out and the house is blue. And it has a big...the tower is tall. And t","I'm thinking about this picture that's in my mind, this painting of the sky, the blue sky, and the white cloud that's like a piece of white cotton can","the sky is blue, a tree is green, the clouds are pink. ... I'm going to go to bed, and then I'm going to dream, and then I'm awake. I'm","I have the feeling I'm on a long walk down the road in the woods. A walk in the woods, and I have the feeling that I am going down a long, long, long ","I can see the green lawn, and the house, and the road. I can see the trees. I can hear birds. I can see that there are cars down there, and there's a","I've been having a very good time. I'm on a high, it's very nice, it feels wonderful to be on a high. I have been having a very pleasant day. It's","and there's another thing I was thinking about, I just thought about that one moment I was, uh, walking and I saw something and I just sort of got tha","it's a bit cold in here. I don't know if the windows are open or not. Well I don't suppose the windows are opened, and I don't see any breeze, but it","a nice little green thing with a black lid. I've got that in a cupboard. And the little yellow thing. I can't remember. What's it called? I can rememb","I have a plan of attack. I've got to get out there. I've been sitting here. I've thought of a way. I can go out the front door. I could walk out","the door was locked, the door was open, the door. I was outside, and the door was closed, but I was in, but it was open, it was open... I had to","and then I went to a church and the church was very white. It had a big front door and the door was wide open. I walked through the door and the back ","and a little later I'll be having a good time, and I'll be lying on the beach, and I'm going to have a little party, and we'll have it in a little pla","and I wonder what you're thinking about... what's going on in your mind right now... are you thinking about me? Or are you thinking of something else?","I was thinking that it'd be funny to ask you what's wrong with you. That you might get a really bad shock, or you might not have a choice to answer. I","I'll see my friend and his wife this weekend. I was invited to dinner, and I was going to come but I can't come. I've got something to do, but I'm not","and that's not a bad idea. I need to see how far I can take it. I'll be back to the office in a couple of hours. I have an appointment with Dr. Z","the problem with that was that she didn't know how much she could afford to put into it, and I would have to make a suggestion as to how much to put i","I'll see what they say. I'll see if they say anything. I'll be there. If I don't get a job, I'll still get a job. I'm sure of it","you know what? I can't believe what's going on. I mean, I don't even believe this guy who said it, but I don't want to believe it. I'm going to","and it would be nice to know that the rest of my family knows how to do it. So I could say, hey, you guys need to watch what you're doing and it would","the first one...what is that? I don't know how to describe it, but I have this one, this thing that... it's an... I don't... it's not something that","and then I think there's a little bit of this, there's a lot of this, a little bit, I think there is a little bit about this. Okay, and I'm not sure","you know, I think it would be fun to have an interactive learning environment, so that the things that you learn, you learn them in the context of the","uh, I've been reading this book, it's this whole sort of, um, whole thing about, I think it's called the theory of evolution, and it's sort of an, uh","but I suppose one thing that's possible, when you're talking about something like a human genome, or, you know, like a human brain, there's some sort ","and the other thing I'm interested in is the idea of a finite universe. I mean, we have this idea that the universe has a boundary and we have a lot o","that's where I want to start. So you have this idea of a light in the middle of a dark room, and you want to go to a location in that dark room where ","and I've had this experience, a few times, and it was kind of a pleasant experience, in that it made me feel like I had a higher awareness, of myself,","so now we are not seeing the tree, we are seeing the whole forest, we are getting to the wood and we are looking at the tree that has grown and grown ","[i]t's like when we were walking in the mountains and the light was so bright that I thought that the mountains were white, and I started to walk up t","and you see the whole thing, it's the same. And that's just what you are seeing here. The same thing is there, but you don't know about the whole thin","I feel, this is a sort of, what do you call it, an intimation, a sense that the world is like this. Like a place, a vast place that we can move about","And it's not like a very smooth ride. I don't know how to put it. There's a lot of things happening inside you. It's like you're being pushed and pull","the image of a kind of landscape. A sort of landscape, or maybe an island. Maybe it's a flat island, but it's full of water. It's green, and it's kind","I was looking at the moon when I was in the woods, when I was a little girl. It was really strange. I was just standing in the woods and the moon was ","a river of water and sand and stones, and a very beautiful place. I am walking along this river and then I am looking at it as I come to the edge and ","I just saw an image of a beautiful woman, I don't know who, and she's sitting on the edge of the water, she has her arms around the water, the water g","a woman, a man and a child in the doorway, a man sitting on the stairs and a man standing in a doorway. A woman in a dress, a man standing on the stai","I see a street where the lamplight is yellow. A man is standing at a window and holding a piece of cloth and looking out at the street. The window is ","I've got to have this ... to take a bath ... a bath ... and to do my homework ... I've got to do my chemistry homework ... I'll go to the library tomo","And now we can take a look at the back of the truck. It's a very long, long truck. There are three men on top. I think there are three men and two wom","there's an old lady...I saw her the other day, and she said to me, 'Where's my husband?' And I said, 'Where?' And I looked around, but I couldn","[a]ll the kids in the town are going to the park. They're all in the same school. And it's a very nice little park. It's a grassy park, with","And I was just thinking how you don't have to be an old woman to know how to live. I mean you know how to grow, you know how to do things, you know wh","the rest of my life will be spent in a state of constant anxiety, worrying about my children, worrying about what they will eat, about what they are g","the fact is that I would be in the hospital. If you have a problem with your leg and you have to have surgery, and they cut off your leg, or whatever,","I've just been to the supermarket, and I didn't think I'd bought any tinned food. I looked in the cupboard, and there's no more tinned food there. And","I'm going to get on the road and get on to the road and I'm going to put my van on the road. I'm not going to have to drive it any more, I'm","there's a lot of people, lots of people, like, that's why they're on drugs. It's to make their lives more pleasant, more convenient. And I mean, they'","and there's an ad on the radio right now, that I saw in the paper. There's a man that's trying to get married, and he's got a six foot three inch, whi","I want to get married. I know I want to. I've thought about it a lot. I have no problem with the whole thing. But I'm not going to get married until I","and this is it. And this is what I'm going to do. I'm going to come and I'm going to have a big meeting. And I'm going to get them to go back","I've been on the phone with the wife for two hours and she says I've got to take the dog to the veterinarian because he's got a problem with his testi","there's a guy who lives about 15 miles from my house and I've known him for years and years and he's got an amazing, beautiful, big-ass dog and I thin","I think I could do that, like, with the back, you know, like a back-and-forth, like a sled or something. But we could just leave it and I'd come up","and it's just that I don't feel comfortable. I have an uncomfortable feeling about it. But you know, I don't want to, you know, look like I'm trying t","and this is an idea, like an idea in a story or a movie. And I'm trying to find the idea, and the idea is a way to do something that you do, a way","and you're making an error in judgment somewhere, like, you're gonna make a mistake...in the judgment somewhere, because you're not taking into accoun","it's like a piece of plastic, a piece of plastic that's really thin. You can't see it, but it's there. It's like the plastic on the inside of a car wi","a little bit. I can't think of the words, though, so I can't spell them out. No, no, no. No. No, it's not. It's a word","[there] was a story on the radio [about] a car...that was hit by a car going...at 200 [miles per hour]. It went through a glass wall","And the second one was, when I was on that plane, and you know, I was thinking about you. It's like you were on my mind for the whole flight. I was th","I was thinking about... about the book, you know... you know what book? You know, you know what I'm talking about, right? What's it called again? That","you can't see my eyes, so you have to put that into your mind, you know, that's what I'm trying to say. I'm trying to describe my face. Now you can","and I'm saying that, and I can see that, and then I look at the bottom of my computer screen and I'm thinking, I'm like, oh, I just realized that my l","and then they're just like, they're just, they're going to die, and they're just sitting there, and I don't know, I don't see it as much anymore, but","and I'm wondering...I have this book sitting here...I wonder if there's a way to make the book more interesting, or to make a book that's more interes","I wonder how the body keeps track of things like this. It's a little bit like a computer. You have your data on one side, and then you have your memor","And that's the last one, and I'm getting my old bag out again, I'm going to be digging in, and the whole thing is going to be pretty much the same, wi","So... the people, I've been thinking about them as this collective thing. But then the idea of it all coming together into one thing, and then the who"],["this is a big project, I think. I don't know what it is yet, but it's a big one, I guess, if it's going to work. This is like a long","I don't want to get rid of my son. And I want to love him, but I don't want him to be a big baby. I want him to go away. I want to","and the next thing that comes up is the idea of doing some kind of research in my lab. So, I was thinking about doing some kind of experiment in my la","so, it was like this, and then it was like that, but it was the same thing...the thing is...it is not so simple to...explain, but the thing is that it","And then he said, 'I can't stand that.' I'm not sure if I said that before, but he said, well, he said, and then he said that, 'I'm","so that's why I always thought that what people mean is that you can't be in two places at once, that you can only have one thought at once. So I was ","and I think about that as it was. What does it feel like to be on that train, and then it gets on the plane, and then they bring out the sandwiches, a","I'm thinking I should have made a list of the things I was going to write. But I didn't make a list. So now I'm trying to do it all in my head, but","my thoughts are like a computer screen that is always on and my thoughts are just like a slide show of different things coming up in order. They don't","and I'm in the car with a girl in the back seat, we're driving down the road and it's kind of dark and it's not a long drive, I don't think, it","and he's like, you know, and then it's like, I'm going to have to think about it some more because it's like I'm not sure if I'm even going to get","and then there was the other day where I was walking down the sidewalk and I was looking for my wallet and my wallet was in my pocket and I just reali","and this one, he's been here before, and the thing is, he's a real big deal. He's been to many other schools, so he knows what's going on, so he","a good friend of mine, who is in the business, and I was, uh, working on this, and I'd have to do some research, and I started to get interested, uh,","The thought that I didn't tell my boss that I couldn't go to work today because I'm on vacation. I was planning to go on vacation tomorrow and I was p","I can't take a vacation this year because I don't have any money. I had thought about renting a car for the week and just driving down there but I'm n","I think, I think, I'd like to go see a movie sometime, to just take some time off. You know, it's been a long day. And I think, well, there","so, like, I'd be like, I'm going to start a blog, like, on the weekend, or like, a weekend, that's like my plan for the weekend. I'm","I have this really interesting class, the new class that I'm taking. And it's really interesting. I haven't done a whole lot in it yet, but I have don","I'm thinking about the story, I have a book here on the story of Jesus Christ, and the book was a little interesting because it talked about all of hi","And you have the possibility of saying that you know nothing, because you really know nothing. And there are these people who think that they know not","we had a lot of people who were involved in the World Trade Center attacks. And they were the only ones that were being held. They weren't being prose","and it's a whole other thing. I know what the rules of the game are, but the thing about it is that a lot of people get out of it because they're gett","so this is the first time that we've had an actual physical manifestation of a terrorist attack, which is what we've been doing here in Iraq for the p","the people who are being made to pay, and the people who are supposed to pay. People who are being paid to do nothing, the people who don't have to pa","I have a really good friend. We're like kind of brothers, actually. I call him my brother. He's got a lot of things that I agree with. I don't disagre","a lot of people who are more wealthy and powerful than me, like, they have a lot of influence. And if they want to be able to influence my thinking, i","So I think I want to live in a city with a lot of culture, and it's kind of nice, it's like, I would want to be able to walk around and see the arts","you know, there is the kind of thing where you're talking about a child, or a teenager, or even an adult, who is on their own. I mean, that's just a h","I've been trying to think of the number of years I've spent in the hospital, and the answer is not so long. I've been in the hospital for about two ye","and I had a dream about my father. I think he was in the kitchen and he had just been cooking, and he had his back to the stove, and he was trying to ","I think that I've done pretty well, and that's pretty good, because I mean it's very difficult for me to get that kind of response. And it's not as ea","it's like I was in the middle of the night and I got up and started to walk out on the patio. I just happened to be walking out on the edge of a small","the sense of being in an airport, sitting on an airplane. We've been flying for a long time, and the pilot says, 'we're coming in for a landing on the","I got the impression of an old man in an old building, a very old building, which was, it was sort of like, the last of its kind, I think, it was a pl","the great mystery of life is what I am. It seems to me that my thoughts are just what I am: that my being is the sum of my thoughts. When I think abou","the fact that it is a fact that there is no fact. I suppose I could be wrong about that; I am not entirely sure about it, because I don't know whether","the only reason why we are here is because we are not there. The only reason why there are two worlds is because there is one world. The only way we c","and it was an unalterable fact that there was no difference between the two sides. ... It is absolutely impossible for me to be certain that the unive","and that's where it starts. All of this, all of the thinking that went on in the mind of God is now being manifested as the universe of events which w","And this is a kind of self-transcendence, as we are just this. As we are just the individuality. We can't just know our own being, because we would ha","in the next chapter, we'll see the first steps in the development of a unified theory of consciousness that is based on the notion of a single, unifie","in a way, all of these things, as I'm experiencing them, are connected, and connected with the overall framework of the universe. I'm not sure I've ev","It's interesting that, in the beginning, I wasn't interested in the process of my own thoughts. I was interested in what was outside, and I was intere","and I am the most interesting person in the universe, and everything that I do, I'm the most interesting thing that could possibly be happening. So, i","a little birdie told me that we were going to have a surprise visit from someone soon. I can't recall who it was. I believe it was a man who said he c","and I'm writing. I'm writing in a way that I'm not writing in a normal way, because I'm using, you know, what I'm hearing in the environment and I'm c","and when I say, for example, a cat, the first thought is, 'I'd like to say, but I can't get there', but then I realize that's not true because I","I'm doing this stuff and I'm thinking of how you might get in there, how you'd approach it if you were the captain and you were in charge of the ship.","a series of circles of the same radius. I wonder if that will be true. It is, in fact, true. There is a special point for any three points, where the ","I'd better leave my number there. I can't do the same thing over and over again, but I'd better leave a number for it. I'd better say something about ","and this is where I get it from...this is my opinion and it's based on a combination of...my experience and what I know from others. And in general, t","[04:01] It is a question of a change of the way of being of the person. I don't know how we can describe it, but there is a shift of attention","I'm thinking of the film 'Mediterranean,' which is the title of a book by Christopher Preger about the history and geography of the Mediterranean. He ","and when I'm back in my home, and my computer is sitting there, the first thing I'm going to do is to try to get access to the Internet and to the wor","the following are from a previous chapter in a book I've been working on: 'We should make a habit of paying attention to the whole person.' 'This is a","there's a problem with the way in which I work out my ideas. I have a tendency to think, at least when I'm writing, to give the most extreme possible ","and it is possible to think without words, not words in the sense of speech, but the images themselves are also thought, so we have these two ways of ","in the study of thought and language. So what is it that I mean by 'thought'? That is, what do I mean by that term when I use it in a psychological co","I'm thinking about the person I'm sitting with. I can see his face, or I can think about the face. The face I've just seen is different from the face ","and the idea of this new society, which is a very interesting and important concept, is that in a sense a new kind of person would be created, a perso","And so, now, there is an emerging understanding that the world is not simply a set of things, but that the world includes processes, such as the proce","now I'm thinking of a woman, of a woman's experience in a particular situation. I have to say that in this case, a woman is being used in the role of ","a kind of process where things that are unexamined are brought into the light. And that is a very powerful thing for individuals to do because it chan","And it was the same, but this time it was a bit more focused and I was a bit clearer in my thought and in my words. So what I was thinking was that it","[I]t is about that time of year, this time of year where I start to get interested in the weather, where it becomes something of a theme, something th","I'm looking at the sky here... It's really a nice day. I'm looking out of the window, and I think, 'What's the weather like right now?' It's nice.","I was in a field... and I was looking at a house... and it was in the middle of the field... and there were two trees on the sides of the field, one o","I was just thinking of those things. Like a lot of people who get into these kind of studies, you know, they have a sort of scientific curiosity. But ","what's the deal with the [15] and [16] and what are they used for? Oh, yeah, that's right, [15], there's a 14","I remember watching a program about how the military uses high-speed photography to take pictures of things like airplanes and bullets going through p","and there's a lot of people, like, some of the people I went to high school with, they're still in the military, still serving their country, you know","And I think one of the things that could be useful to say about this whole issue is that if you're a political person you don't like to think about th","I was reading, 'You know, if you want to learn how to do this, it's a good idea to learn how to do it from someone who's been in that role, because,","it's always in a group of people...and I think in particular, it's in a group of older people, because the older people are more likely to have a part","the question is whether we can tell what's happening to the brain. Do we really know how the brain works? In a way, this is kind of a scientific quest","I am, I am the, the one, the one who is going to be the first one who, the first one to come, the first person, the first human, the first individual ","and what happens to the things that you find? ... you get to know about the things that are in the universe. ... now we're all in here, we're all cons","what's going to come up are some thoughts that are probably more useful than other thoughts, and the more useful thoughts will tend to rise to the top","there are some of them that are really very difficult. And I just don't want to be around people like that. I mean, I can't explain this. I know there","and I think I'm going to go home, and then I'm going to get up, and then there's a bunch of other stuff, and then they're going to take the plates and","and then it gets to the point where we're, we're thinking of these little things and I'm just trying to come up with what to do with it. I've got some","you know, the problem with the book is that it doesn't have pictures, and that's a big deal. I have to remember to add that. So I'm going to have to m","The number of people that will die tomorrow. I wonder what their number is... I know what their number looks like... Oh, it's 2218. I wonder if there'","the red, the blue, and the green. It's always been green. I'm on a green carpet. There are only three colors, the red, the green, and the blue. I","the middle, the center of things. I know I'm doing it wrong, but I don't know what I'm doing wrong. I keep going back to the center. The center of the","I don't want to have the world end or anything, I don't want that to happen. I just don't want it to happen, I don't know how to tell that. That's","and there's this little bit of a story I want to tell you. So, the whole idea is this: I'm going to tell you this story, and then I'm going to take yo","it is a shame that I can't take a picture of the whole thing, just for posterity. The thing is, I have a very big ego. I am, I am...I am","the day we have the next one... [pause] we just don't know. [pause] There's so many things, I don't know, I guess I don't have the answers for","and I have this thought about the other day. I have this image in my mind. The thought is about how we can talk about something with people, but then ","and you don't get to that, you go back to that and then you go to something else. You know, it's the thing about thinking that is very difficult to pu","I remember the day that my father passed away. I remember, it was...it was just...a couple of weeks before Christmas, and it was very cold and dark an","and so when we talked about this thing, we were talking about the fact that there was a guy who was going to take a day off, and it was a Saturday, an","and that's why I think that's the only way to deal with the world as it is, is to accept it, and if you don't accept it, then you're going to make thi","and the guy says, 'I have a right to be there,' and it's like, 'Well, then, you shouldn't have brought weapons into the school, and I'm not going to","I think the problem is that the system is being driven by a small group of people that don't have an interest in doing the right thing. They're driven","and so this is what I'm thinking, and this is a little bit of an attempt to try and figure out a way of helping me in my job, as an intellectual prope","and then they go to work in the morning and they go to the hospital, they get paid and they come back, they have to work from 7 in the morning until 1","I'm just thinking that my grandfather passed away in 2018. He was a great guy, a great man, he was an amazing person. He passed away. It was a couple","what I think it is, I think, well, that is a very difficult question. I'm not sure how we're going to get there, because it's not something that has e","I am doing well. I am not getting sick. I think that is a good thing. It's also important for me to be well in my own body and in my own health so I c","it's a good idea. The whole point of it is to make the person feel good about themselves. What happens when that person is going to get older and not ","my favorite film, the movie of the month, is the new 'Men of Honor,' which has a lot to do with the Navy and Marines, which is probably my favorite br","and I'm like, 'I'm not going to die.' You know what? I'm going to live. I'm going to be rich. I'm not going to get cancer, you know","I had to work on the way I approach things. You can't just say, 'I'm going to be a vegetarian,' and expect your body to turn into a vegetarian. You've","And so, we get a picture of an older woman with a little girl. And the girl is maybe seven years old. She's got a ponytail and she's wearing a tank to","oh, that's right, that's where they were. So he's a good guy, he's not a bad guy, I mean he's, I mean, he's just, I'm","you can see it in the face of your loved ones, you know, that you're not a good dad. And you're like, no, I am not, I'm not. But it","well, I don't know if this is important to you. I have a friend, uh, that has a child that was born with...he's a little kid that's had a really bad","it was like when we were on our way up in the elevator. I know he was supposed to have been there, and I think he was but he didn't get in the car wit","I don't want to have any more kids, you know. I mean, it's a bad time, you know, for kids, now. I don't think my kids would be ready for","I'm thinking about my work at my office. You know what's funny? I've been thinking about this for a couple of months, I know I've talked to you about ","so it's like the idea of, I can't do that, I have to get a job. I just thought about my job and it's like, I know I can't keep it up","I've been thinking about going out, but I'm not sure that I want to. I could go, but I could always just stay here. I'm not going to see any friends. ","I guess it's hard to think of what to do about the problem of the kids...I guess what I have to do is just have a talk with them. I'll go and talk to ","the fact that we do have the capacity to read things, which we're able to read things in the abstract sense and that we're able, then, to learn things","what do we mean by 'theories' of change? That is a big topic, isn't it? We have to have some theory of what the research is going to accomplish and ho","I am on a ship which is approaching the beach and the beach is a sand beach, not a rocky beach and the sand is made of tiny grains of quartz. The grai","I think of this in relation to the other... and that's... what... if... there's an object that's... say an object is... oh, a glass... an object is ma","so we can be more likely to know where we are and where we are going, and what is happening in the world. When you go outside in the dark you have no ","I was trying to think about something that was very important to me. I had a really good memory, and I was trying to remember this. I think it was som","this is an exercise that can be done either at a desk or at a table. So I'm just going to walk around here, so that's a different environment than you","the sun came out. I don't remember whether it was in the afternoon, I think it was a sunny day, or the morning. The day after I moved into the house. ","the problem with me is that I can't always think right. You see, I used to work for a company. The name was Xerox. The first thing I would do when I a","I see the grass on my porch. I see a dead leaf or two on the porch. There's a couple of white-tailed deer in the grass. I see the deer, and they are","I've always wanted to do a lot of stuff. Like, I never went hiking, I never played much sports, I never ran. I would like to go swimming. I can do tha","And then the sky was bright, and the sky was dark. It was cloudy. There were clouds and snow. I was wearing a little skirt, and a blue dress, and a sw","a large part of my family. I don't have a lot of friends. I think I'm a very quiet person, so I don't talk to very many people. I'm quiet when I","I can't take my eyes off of that tree. That tree, it's beautiful. I can see the leaves and all. It's a little bit overcast so the leaves don't look gr","the other day I went up and down this hill. And I thought I was going to fall down. I went down the hill, and I got scared. And I started to go back u","this is what I remember of the other one. Well, I can't remember exactly how she died. She got hit with a car. She was killed, and then a car ran over","I wonder what it would be like to have my own children, what kind of children I would like. I think I would like a son or a daughter, and they would b","I am sitting down there on this bed, and I'm thinking about my parents. They've been living apart for a few months, and it's been a little hard. I'm j","it's the 1st of July. I'm gonna take the 5th, which is Saturday. I'm just gonna spend the whole weekend on the water, then I'm going to have","I'm sure the big story is just going to come out... I think it's going to be the biggest story of the year. I know everybody's going to get a lot of a","I think I have a big decision to make. I don't know what it is, but it's big. It's a really big decision. And I don't want to make any decisions for","I am making a video of a guy, he has a tattoo, I want him to be a tattoo guy. I need to make him the most successful tattoo guy in the world. He has t","you know, I can't remember, I don't think I have a dog. I've had a cat and I have a hamster. I can't think of a dog right now. I","and then, it's all been pretty good. Well, I was supposed to get a call from my boss on Saturday. But, I didn't, you know, I wasn't, I was","the first thing that came up was the song 'I Wanna Be A Fly,' that I wanted to make the cover of the album the song 'Fly.' But we're going to play 'Fl","I'm not sure I can remember where I saw it or what the context was but I remember it as a moment where I was trying to think of something and I though","I have a bad memory for names. I'm going to have to check my email to make sure I have the right name. I know I know the name, but I can't remember it","[w]hen you think about your job, what is the first thing that comes to your mind? I have to make sure my kids have their homework. That's my main job.","and I feel really guilty because I haven't told my parents about my job yet, and I feel like I'm doing something wrong because I don't want them to wo","And then, as they say, you'll go out, and they'll get you, and then they'll ask for money, or they'll ask you to do something, and then you'll do","it's like... you're trapped in a cycle... if you're in a relationship and your girlfriend does this to you, then your boyfriend, does it to you, and t","I mean, it's a big, big, big mistake if you think this is a mistake. But I mean, it is a mistake, because you're trying to find out, you know,","I'm looking at a picture of some flowers, but it's not a picture of any flowers I know, it's not an image I have of any flowers in my mind, and it's n","I would think that this is probably something that I would like to do. If it is feasible, I would probably be interested in it. I've always been a lit","you can think of that as being a little more in line with the sort of approach that you might take in a chess game...you're trying to decide which one","yeah, I'm going to start by making a couple of assumptions here. One, I'm gonna assume that a lot of the questions that are coming out of these differ","I mean, what the hell do you mean, what are the odds? What is the odds that you get the same thing when you start over? You mean you're going to get a","we need to find out the name of the file that has the most hits in the database and we'll give you the URL to this file. We need to see if we have som","okay, now I'm going to describe my home town. This is in the San Francisco Bay Area, not far from San Francisco and San Jose, in a county called Alame","and there are the houses on the lake... you know, those big houses, those houses on the... you know the big houses?... those big houses on the lakes..","and they had a big tent, and it was just a big tent and it was like a big tent full of tents. And they had a bunch of tents in it, and they had them l","I'm working for an hour at a time. And we don't have a good sign on our shop, so that's why we're down here in the middle of nowhere. I'd like to","well, the other day I was in a conference room. It was the last conference room on the right. It was in the main part of the building. It was a big co","and the other one is a little smaller, maybe about a hundred yards across. The little island there was probably a couple miles wide. The bigger one wa","and we talked about it in class. I have to ask him about this. I have a meeting with him. He said that I have a certain number of years in the country","and that's how we can really do it. It's really easy. It's just that there's so much... you know, it's such an important project. I think it's a good","so, so I guess the important thing for me is, when I'm in the state, that I don't have the things, that I have to worry about and I have the, and the","and then the problem is, like, what if you're not in an environment where you can be, like, super quiet and all this stuff, and it's like, really a lo","a lot of people are actually saying that they don't want to have to get a loan to pay for a car. Because they're worried about the car paying for itse","I've got some thoughts about that, right? Well, one thing that comes to me is, the problem with a lot of these systems is that they're not designed to","I'd like to go for a bike ride. I have a bike. I don't really know what I'll ride it for. I'd like to ride it just for the hell of it.","I was thinking about what happened in the movie and how I feel about it, because I saw the movie yesterday and I just felt that it's just, the charact","I think that's an important point, is that it is a very good thing for a lot of people to have an attitude that they are a part of a group, they are n","I'm gonna talk to this man at the meeting, this is the guy who has been trying to get me to talk about this since I got here, to go to the meeting and","yeah, the reason I'm here, I guess, is to kind of talk about how to make changes in our lives, to take charge of our lives, you know, so that we can h","if you think you're going to get the right answer to your question, and you do, then it's an example of what I like to call a positive bias in your th","and what is it, what is the reason why you're so upset about this? Well, what's the problem, what is it you're concerned about? And why does it bother","I had a conversation with this fellow who said that his father had this very strange reaction to the 9/11 attack, which was that he got an intense sen","I'm doing a lot of thinking, which I would never do in a group. In a group, I would never get that much time. I'm thinking about a lot of different th","and then I thought of a series of studies that were done a while ago to show the effects of a particular drug. It was on some kind of schizophrenia dr","the woman's got a gun that she's carrying, so she's got a plan to kill herself. She's going to do it with a gun. She's got a weapon. She's thinking","the other guy said, he's going to kill you. He's going to do it in the morning. He's just going to do that, that's it. I'll be so surprised.","I'm really interested in getting a job. I'm a good employee, I'm a hard worker, I get along with people. I get along real well with people. Yeah. But ","I'm just trying to keep the pain away. The pain, that's why I'm here. I want to make sure that I'm doing everything I can to make sure the pain stays ","I'm talking about the, like, the, I don't know, the, like the, I mean, that's not, that's, that's what I was going to say. That","yeah, you know, I mean, it's really a scary thing. Like, like, like, I've been thinking, I think, you know, like, you're getting, you know","and I was wondering if I was getting tired or if I'm just getting older or something or if it's a thing that I just have a low metabolism or something","I mean, I could do all sorts of things that are important to me, but they don't really matter. They don't really go into my head like they do my siste","[my] neighbor's daughter, my neighbor's daughter just went off to college and, well, the kids in general, they're getting so good at texting that I do","and it's like a kind of, I don't know, it's not a burden, it's just, it's kind of a nice thing to have, if you have a lot of people","it's like I was raised in a big house that was originally owned by two people, my grandparents, and they lived there together for a long time, and the","and I wonder what was happening, like, what's going on in the brain that you were feeling those emotions that you were going through? What was happeni","we had a discussion about this yesterday, and I think I really just need to sit down and think about it, but, I just, I mean, you know, I can't, I jus","that's a very important part of it because I think that's the way you feel about what you do because you're just doing it to fill a hole, like you wan","[the] other guy [the other guy who was talking]...he's from...I don't know where he's from. I'm just guessing but it might be somewhere in Europe. I","I don't know what it's all about, and I've always wondered, I've always wanted to find out what the real answer is to life, you know. And I'm a little","and then I was thinking about the way that you know, with all those people in the house and then you know, because I was thinking of like you know, yo","and then I think well what do I think about this? Well, it's funny you know that I think about things like this. I mean I know what I think about, wha","I think that when you're with someone in the sense of a lover, it's like when you're in a state of being a child or an infant. And you're kind of just","and I can't even tell you that. I can't remember, because it doesn't feel like it's there. You know. I mean, I know what I want to say. And I","it's like something that has no purpose, a kind of senselessness...no purpose. It's like the process of dreaming, you don't know where it's going. It ","I was going to talk about this thing, I don't know if I'll be able to talk about it at all. I guess, yeah, it's something that I've always thought abo","what I thought about yesterday...I had to think about when I got in here because I had to take my medicine and I had to go get it and I was sitting th","I think of people that are a lot like me. I think I'm like a lot of other people, I guess. I like to read and watch a lot of movies and do a lot of","I am not good at the work, but I try, but I just get stuck on some little things, you know, like when I'm writing and I have to write an essay for an ","I think you know more about the history of the Civil War than most people, I know. But you have to go to the books. I have never done any research on ","a group of friends, let's say. I don't know, let's just say three or four friends, let's go with three. They're all very friendly. They've all had a","I was talking about this book I've been reading called 'The Day the Earth Stopped' by Arthur C. Clarke. It's about, as I recall, a disaster of some ki","the more I think about it, I think it would be the same if I didn't go there. Because, I know there are places that are really very small, and I think","And when I think of all those people who never get their say, I'm thinking, this is exactly why we don't want a dictator. This is why we don’t want th","so if you look at the data, the data is not consistent with what we would think is reasonable. For example, in terms of the population of the Earth, w","and so what we have done with the Gospels is we have done this, which is a little bit of a different model. The way I see it is, we are not looking fo","and now I think I'd like to be a philosopher, you know. I think I'm the kind of person who is interested in what it is to be human and I think, you kn","I've been thinking about, for example, the idea of the concept of the law, in the sense of what a law is. Now, a law is a certain kind of proposition.","a certain amount of coherence and consistency, but that was because we were trained to be coherent in writing, in language, and I think we were able t","Now, I've got my image of what the human being looks like, and it's just a cartoon image. That is to say, it's a set of lines which I've drawn. I","... (the first thing that comes to my mind is the definition of 'metaphor' because that's what we're trying to do with the concept of metaphor). That ","it's been a while since I was really awake, so it feels like I'm doing this in a dream, or maybe in some sort of trance. I don't know where I'm coming","so they're kind of, like, they're kind of like this, they're a little bit more, you know, I don't know, I guess they're more... (I don't","[S]hould be a lot of fun. But I don't know why I didn't think about this earlier, this is really something, a really interesting idea that I should be","and so I think I have some idea how that would work. If I had to do that in my own research I would probably look at the use of the word and see if it","I've been thinking about the brain, and how we form associations... the brain is really, really good at forming associations. It's so good that we for","this is a strange situation. I have to think of a new problem, but I am not doing that. It's like a very weak connection between what I think I'm doin","that's why you use a pen, you know, you can make notes as you go along. But also I remember a few times I would think about writing something down and","the tree grows, it gets bigger, it has a trunk, it gets branches, it grows leaves, it grows flowers. The flower is yellow. The leaves are green, they ","I see the surface of a pond, the water is a blue-green color, a lot of water, very still, the water reflects the sky, the sky is a light blue. I see t","and I think you've seen the same kind of thing. Like you're standing in the woods and you see this patch of trees, and there's a greenish kind of thin","It's a bit of a big space, so you're not going to go anywhere. It's pretty empty, really, pretty empty. There are no trees, and no animals. It's very","and I remember when we were little and we lived on the road and we had this house that was attached to a big, big house on the side. And in that big, ","there was a little girl standing there in her bedroom, with a doll. It was snowing. She had a very nice pink house, and a dollhouse. And she was playi","the cats are... well, I have some cats. I have two cats that I've got. They live in the house. They have a cat house. The cat house is all covered up.","I could go in there and pick some mushrooms and stuff, and then you could sit out here and watch the birds. I'd have to wash them first. We could make","we could all go up to the roof. I'm going to make you a sandwich, I think. I'm making a sandwich now, and you can have some of it. Oh, I'll","I'm thinking about a dream I had the other night. I was in this room, it was a kitchen, there was a window, there was some furniture, some chairs and ","a small dog, a white dog, a tiny white dog. [pause] I was going to say tiny white dog and it would be a little one, I guess. I don't know where","and then I'm going to go to bed, I have a lot of homework to do tonight. And then, I'll have a shower, and I'll do it and then I'll go to","I wonder if they're making a new map of the planet. It's always interesting to look at the planet from a different point of view, because then you don","this is an old friend, you know. And the other one's a new friend. And the new one's really good at climbing trees. I'm thinking about my climbing, to","I'm still in the bath and I think my head's full of water. I think I'm a little bit stuck in the bath, and I wonder if I'm going to be able to get","and then I have these little ideas... [I] mean, I'm doing this with the whole left hand... [I'm] using this as the computer keyboard... [I have] got t","the way the world would look...the world is going to be going in a certain direction. But, I don't know, like, will there be anything left to do? Like","and I can remember, if I'd go back and I look at, say, the 1960s, you know, '63 or '64, there was a kind","And I'm not sure I feel that way. But I do think that there's a place for them in terms of... of trying to do some sort of... I think that there was a","I was listening to that whole thing and I thought, 'Well, they're both wrong, isn't that the truth?' You know, I think that, because people get marrie","and then I would have to go back and see how well my work is doing. I just wrote something about the future of the paper that I was going to be talkin","it's pretty much how I imagine myself as a teenager. I think I'm pretty much the same person, I just have more experience, and I'm a little bit older.","I'm in my apartment right now and I'm lying in bed, and I'm writing down my thoughts. I'm trying to keep it as objective as possible. So, the first th","I know that the key is that it has to be that...I think the key is to make it so that there is no bias of...there is no...there is just, you know,","and then I was in my car and I was driving down the road. I was really driving fast. I don't think I was going 100, but I think I was pushing the","and it's got to be a pretty good bit of land, I would think, to be a place that can sustain a herd of deer. I mean, it's got got to have a lot","that's what I mean when I say, 'I'm a free agent'. I mean that I've got the freedom to go to work on any day I want to. I'm not tied in","I was listening to this interview on the radio today on a new organization called the World Peace Foundation. They've got a bunch of Nobel Peace Prize","[S]o this is a book that I read. It was a book I was assigned in high school, and it's called the Journal of a Disappointed Man by James Agee. I","The second chapter is an introduction. The first chapter is an intro to the book, basically, and then we take a look at the book and we go through the","and one of them said that's when the children in the South were fighting for the right of Negroes to have equal education. That's when they had a bunc","and I don't know. And there's this whole other thing that happens when you're a student. You have this idea that it's not real, but it is real. And yo","and then, you know, I mean, you're always looking for things that are just right for you, so that you're always trying to get everything as right as y","I was thinking of what you were saying about the other people's thinking and how it was not right to have all that, and then I thought, 'Well, how can","and I mean to say, if the computer's there, if the microphones are there, it's better than an echo chamber. I mean, they're more likely to hear you th","we've got this, this big problem, and we're doing a lot of work on that, but we can't do anything about it, the thing that we've got to do is to creat","and a few years ago I had this experience. I was on a plane. It was in the middle of the flight and we were flying over the ocean. And I had the same ","I think that the idea of an objective test would be to give you a bunch of essays and tell you to rate how well you think they are written. I'm just s","and the first day was the day they went up into the air and I just remembered, I remember what I learned, it was the first day they went to the moon. ","the thing is, I don't have a car. I don't want a car. But if I'm going to get into a car, I better have a car, because I don't know","the only time I really know what to do is when I'm in the field, but then I'm not working. I'm just in there. When I'm in there, I know what I","the one thing that I do know that I can do, I can get a hold of my own mind and that is to practice to say that it doesn't matter what I think and say","and you know, I've always been a person that's just, uh, doesn't really have a whole lot of time to think, you know, like I'm always going, I'm always","I'm at home, I'm sitting down here, and I'm having a cup of tea, and I realize, I just realized that, I'm not in a rush at all. I mean","and the only way you can get a handle on it is by thinking of it as a game. Like if you were, like if you were going to play, like say, Monopoly or so","I just want to finish this. I'm gonna do a little bit of it. I have a lot of work to do here. This is a real project for me. I have to go to","the two of them together is, is it? I mean, it's like they're both there, I mean, I think that they're both at work, but it's like a, you","yeah, and this is sort of an interesting thing. There's some sort of... you know, that's why you say things like, 'I'm just a big fat loser' or, '","the...the...the concept...that a lot of people don't seem to be able to understand is that, the thing I was just thinking about, the way that we're al","I wonder why we keep putting that aside when we've got time and why we don't spend our time more efficiently. That's an interesting question. I don't ","and you know, we have a lot of different types of cancer now that we have these different drugs, and that there are different subtypes, like different","I was at a wedding the other day, and there were some young people there, and one of them got married, and one had just had a baby, and so I thought o","[I]n my last job, I was in a very stressful environment. There were a lot of things I had to deal with. There was a lot of tension at work. People wer","we were going to talk about the role of religion, and what we're going to be doing is we're going to do an inductive research methodology, which means","it's all about the new economic model that we have now, which is a bit different from the old one, which was based on growth in the sense of quantity ","the experience of people in the 1920's and 1930's and especially during the depression was really different from the way that people experience the wo","that is a question about whether a certain form of government is necessarily good. And I would argue that a democracy is not necessarily good. That is","and so when I'm looking at the world of the humanities, which is a world that has its own methods, its own philosophies, its own goals and its own sta","I've been thinking of all of this, the world and all of its institutions and how they have developed over time. We've seen it as a historical progress","my heart is in the right place. My heart is in this country, because I like America. And I think that there is a lot of freedom in America, and that p","I was a very young boy. It's hard to say exactly when this was. I suppose it was about 1916. I was very young. I was the son of a rich","the American people in the last few years have been subjected to a bombardment of propaganda that they are not even aware of, that has been going on f","And I was saying, well, I'm sure we can't look forward to that. We've been talking about the future of the country and the future of Europe. The futur","that you get that message over here to your Congress. That's the last thing I want to see. You can't have it. We all know what's happening in the worl","and so we've got the problem of the Gulf War. If we look at it, there's a couple of different issues that have come up. There's a real, real question ","and they've had this massive study, which has shown that people who don't have the kind of access to resources, and who don't see themselves in govern","the old people, the middle age and young people, it's all the same. But I don't see how any of this will help in terms of people wanting to go to the ","The next one was, you know, I guess a big one for the U.S. A., the Korean War, that, that had to have, I mean, that was an awful war,","I'll be in New York for four months. It's just been a huge amount of travel. I'm back here a few days and then we're going to fly over to South Africa","so, for instance, my work for the next month or two will be to go back and finish that new book I started, and get that off the ground. Then, hopefull","and then the whole thing is a whole new experience. It's like when you first get a job, it's a whole new world, and you get to see it through that len","And then it's going to be, in my opinion, and I'm not going to be a real, real expert, I'm not, but I think that I see a lot of the similarities","So, you're not actually getting a lot of new information into your brain, but you're getting a lot more information in, in terms of how to organize it","I've been doing this for 20 years. So now I have this huge... a lot of experience to draw from. I've been in this field for 25 years, and I","so the whole idea of having the machine, the artificial intelligence machine is to put the work that is normally done by humans into the machine, to l","I just thought that you should be a good citizen. Now what's the problem with that? I think it's a good thing. I think it is good that people think li","so that would be the most effective way of doing it. And that's what we've done. We're going to get the two people together and we're going to put the","the way the earth was formed is a very important one and I guess you have to go to the bottom of the earth to find out what happened to the earth in t","So the three main parts of the universe are matter, energy, and information. They're all made up of particles. There's no reason why particles couldn'","it's just like a real live thing... or you could have a life in an artificial environment that is artificial but in such a way that it behaves and loo","that is one of the things about the brain that has to be considered is the fact that, in terms of evolution, it's been around for about 4 billion year","I think I could go to my office and I could look at a little bit of paper, like I was looking at something and I could just start moving, and that's a","well, let's see here. ...let's see, ...right now, I'm thinking about what I did yesterday. ...I had an appointment yesterday, I don't think I need to ","I'm not sure if this is a good idea or not. I don't know how much it'll cost. I don't really know, it's probably going to be pretty expensive. It'll","and you have a number, you can sort of plot out the data or do an analysis of the data or something, or a graph, or... and then you'd plot it out, you","And, also, they're using different types of things, and we have to work with those as we go on. I don't know if there's any, if you've read anything a","I was going to do my research, and I was thinking about the fact that when we were doing the experiment in the classroom, I was doing the research, an","a couple of years ago, a couple of people, two people, got together and started a company. It was a company that was trying to...they were trying to m","so, I'm in a pretty bad place right now, I think. I've been unemployed for six months, which is the longest I've been without a job in my entire adult","the first time I was a teacher in a school that I taught math and computer programming and I was really very unhappy with that, so I decided to take s","And there are these two women that I met when I was working in the cafeteria at the hotel. I was a hotel manager and I was working as a hotel manager ","this is all a game, it's all a game. If you do something like that, they have to call a time limit. It's a game, you know? They're just having fun","so you're a college professor at a private school? That's right. So that means you're probably pretty wealthy, right? ... No, I mean the kind of priva","my brother was in the Navy and he was in the hospital in South Florida...I was in the...I was one of the nurses working in the...there was a nurse who","The guy from the old days that I used to see all the time, I used to work at a hotel in Houston, I used to have the office on the top floor. I had to ","we have the people coming in... in the next few weeks... and I'm trying to figure out... and we're going to... we're going... to be doing... to be goi","this is an idea that I have had. It's been going around in my mind. This is kind of a different way of looking at the process that we are doing in thi","and, you know, a lot of the problems that we have in the United States today are the same problems that we had in 1940. And, you know, people are just","and then, I think, I'm thinking about my family, because it's a very busy time for them. So, I think about what the kids are doing in school, the high","what's the point of that? Well, if you're in the middle of a job or you're doing something that takes you all day, then it's worth it because you can ","and it was interesting to me, it's interesting that all the different aspects of my life have all kind of intermingled, but not always in the same way","and you know that one thing that always annoys me, I guess, is, you know, I like to have a job and do a job and be a productive member of society. And","what you think and what you say. We talked about that last week when we were talking about our talk show. And it's very interesting in a way because y","and so we had to put the [child] in a situation where he couldn't play with his other friends and he wasn't even a part of the group, and he was put i","the only way to have it is to make it, and then you have it, it's your own. The problem is that when you make it, it becomes an object, and the object","So it's interesting that I was a child and I was born in 1953, and I don't remember a lot of my childhood. But I did remember a lot. And when","I know I've been watching too much TV lately. I have some trouble with that, too. You know, I try to read. I'm trying to read some stuff. I haven't go","and, I'm not even sure if I'm going to be able to go to a computer conference this year, or, or, but I want to, because, I, I'm trying to","it is about the time that we would have to, what if there were a situation in which, I guess it would be about the time in which we would have to vote","[W]hat are you supposed to do at your job? Well, I think it's more of a relationship with people. I'm working with a lot of people in the community. A","And you know, I think there are a couple of things. I mean, it's really important that we are able to deal with our clients in a way that they feel co","[a] little more about the 30-50% of the population that is susceptible to psychopathy. And then I will talk about some of the research that's been don","the more that I think about it, the more that it is just the brain being able to do things. It's kind of a simple model of the brain, but it's just th","and then there are these things called ideas. There are these things that you think about that you think are interesting and important and maybe even ","and I think that's really what the purpose of this exercise is, and that's the thing, it's interesting, that's not what's happening, but that is what ","and there's this, you know, this is what happens, you know. People are getting to work, they're getting to school, and they're making plans, and they ","I'm not sure that's the only answer. It's a two-edged sword. On the one hand, it's good to be able to look at things that are happening and to be able","and if it was a matter of not wanting to pay for a product, well that's not my problem. I mean, it's not like there's a free market or anything. And s","I just went through that little routine where you get a lot of information and you get overwhelmed by the information. And the only way you can proces","And I think that maybe I'm a little bit paranoid. I'm probably paranoid about people talking about me behind my back. And I don't know if this is some","The more the same, the better. The better you get, the better it is, and the more you get, then the more you'll get. Then the more you can make, the m","now I have this feeling that it's going to be a beautiful day, and then I have this other feeling, 'Oh no, you're just fooling yourself.' That's a lit","It's not a very good example, but I'm thinking of my girlfriend, you know. And it's not a good example of a good thing. I mean, I like her and I want","I am in a small, quiet room with lots of light. I have a desk with a computer and a small table with a cup of coffee. I am doing some reading, perhaps","It's just a problem with your eyes. It's a very small problem. It's not serious. I don't think it's going to interfere with your vision, it's just an ","oh, yes, I could see the other side of it, you know, that if I were to find myself, for some reason, in a very dark place, and I just happened to find","And I was thinking about the old man who was supposed to be blind and who, when he was walking along the path, was looking into the path, and that's h","[in the center of my mind, I'm thinking] about a painting I made at an art school in Berlin, called The Lovers in the Rain, with the lovers standing i","And then it's as if I were looking up, from the bottom of a pool. The light is like a halo around the ceiling. It's a dome, of course. And I see it","we've just been watching a movie. And you've got an impression of a city, of a place, and then you notice a small place that's sort of a courtyard, an","we're not doing too well. The snow's been on for a week and a half and there's hardly been any sun. I feel a bit guilty that I haven't put the sun in ","and the night and the day, and the night is dark, and the day is light, and the darkness is on the earth, and the light is upon the water. And the eve","and it was so warm and so comfortable here, I think we are going to stay here for the time being and we will keep this fire going and the water will c","... a man sits alone, thinking about his life. His thoughts turn to a young girl, beautiful and loving. He remembers her when he was a boy, when his f","and the word for that was 'herb' and I thought the word for 'herb'. There were flowers in her garden, but they didn't come from her garden, they came ","you're just like me... I mean, I have a daughter and a son, too, but they are in college now. My husband died when I was three months pregnant, and my","it's not like I'm a girl who doesn't like guys, it's just that I've never had a relationship with a boy. And I'm not really that different from other ","I see the top of my head and I remember that I got a haircut last weekend and I got a little shorter. So I'm shorter and I'm a little heavier, I guess","and then you have to get up and go to the bathroom. I don't know when the last time was. Oh, that's right, I have to go to the store this week. I","[the] lights are on. [the] bed's under my [the]... under my cover [it's] very warm. [the] screen... [the] [the] door","oh I wonder what kind of music they play at the wedding, that's what I wonder. The first wedding I was at was my friend's, and I was really impressed ","I feel so happy, because I got a promotion! It's so good, I just got a promotion. Oh, I really like it. I hope they will let me do the other part too","the first one was to be a sort of 'set up' to the second one, where I could talk more about the second one and make more connections between it and th","I think we've got a nice group here. We've got the board here, and I guess this is the last one, and he's got his whole family and he's looking for a ","there's the first day I go to my job, and I meet this guy at the beginning of my job, he's this really nice, and then I go to lunch and then he asks m","oh yes, the other day I was with my sister and my sister is pregnant and I was going, I was like, 'are you sure? ... because she's like, she's not sur","I know, I know, that's why I'm here, but I have to go. It's all I can do. I have to think of something. I've got to get my mind","I was on my way back from the farm when I was thinking about something. I'm glad you've got the day off tomorrow, but I thought I should ask if I coul","so I'm going to tell you what happens in my life, when I go out on a date, and I always try to come up with a reason to bring my girlfriend along. The","[I'm] thinking about [the] cat and [the] dog. They're both having a [the] same problem, and I want to figure out how to [fix] their problem","the girl she's like, she's just like the same girl I met yesterday. I was thinking maybe she'd come and be here for today but she's like she's here, s","The 7th one was a long one. And then the 8th one I have not even begun. I'm not sure what this will look like, because there were some changes that ha","And I had the idea of getting together, with the guys, and having some fun, and it just got bigger, it got bigger, and it got bigger. It's like we cou","so, my brother, my brother. What do I do? What do I do if I don't get my job back? What do i do if he doesn't get his back? What about","a small town in Pennsylvania, I used to live there. I was living in a little place by the railroad tracks. I had a little house there. I had an older ","I think it's like a circle. A circle. You know what I mean?...Yeah, yeah, yeah, like a circle...A circle. Now I can see it...Yeah. And","we're going to do the math stuff, like, I got a half-hour before the class starts. We're going to work on the math stuff and then the class will start","and then you think about the guy's got a good old, old house in it, you know, I mean, you know what I'm saying, like he's like a very old person,","that's what you do when you're running out of time, is just keep going. [In the end] it was a real big thing, was the thing that was supposed to come ","okay, so, um... so we got a couple of these here... um, oh, okay, so... uh... so, okay, so uh... okay... so, uh... okay,","just this morning we had a bunch of kids out here. And I guess some of them came on the trail here and went off and I guess the parents didn't know wh","And I want to just get started, you know, I'm not even really sure I'm going to get started. I don't know if I'll make it. I don't think I'm","I think about, I have a lot of things on my mind. It's, I'm really nervous about my interview. I, I'm like, I have, I'm worried, I'm","I'm just going to say some thoughts that come up. It's kind of like...I'm just...what am I thinking about, right now? Well, I'm thinking about my moth","I am a creative writer. I am a poet. I am an editor. I am just a regular person, I guess. I guess I don't like people much. I think I am pretty","[it] sounds like the sound of a child. A child's voice sounds like that. I mean, it's not really that kind of sound, but it's like the sound you hear ","it's a...it's a sort of a...a...a kind of...a kind of a...the first kind of an...an...an...I mean, you know, sort of","and then I was on a walk, and we passed a small house that had been occupied by some woman, and we wondered about her, and I wondered whether she was ","now, it's sort of like a roundabout way of getting to the truth, and in the process you do get the truth but it's sort of a roundabout and it's sort o","it's like...you know what you mean, like if you were in a desert and there was a river and there's a way to go there but it's going to be difficult an","in some ways, we can think of the problem as being solved, and the way it's been solved, we could say that it's been done in the most efficient way po","and so I think about this and I think about that, I have these thoughts, and then I have these feelings. And the thing about feelings is that I'm not ","I mean, you know, I just don't really feel like I have a good story about the future, which is a little scary, but maybe that's okay, I don't know. I","I'm in a bad mood right now. I've been feeling depressed. I think I'll have to see a therapist. I think my depression is getting worse. It's getting h","and the more I try to think about it, the more it just keeps popping in my head. ... So, there's just a lot of different thoughts. I just keep going t","my thought: my thought is to find a way to sort of, sort of find, I guess a way to think about things, that is, sort of, a way to get back in touch","and I don't know how they will do with the rest of it. And I'm worried about that. That I don't want the rest of the things to be like that, too. I","and I'm not sure I want to do it because I think it might make me more stressed and that's not good for my health, but I know if I don't do it now, th","I know it's very hard. It's very hard to do. I'm not very good at this. And I'm thinking of a word: I'm thinking about the word: 'honest","I mean, like I don't know, like I have to be in school because I don't wanna be in college. Like, I mean, you know, if I was in college and I"],["and I think it was in the middle of that, I guess, that I started to think, how would I be, say, if I was a kid again, if I were just like a","that's a good thing. It is the best way, you know, if you're not just to let the things that come come. And it's not that I can't, I just don","I was working on the theory of mind. I was having problems with the theory of mind, which is the idea of trying to figure out what someone else is thi","so I know, that's what I think. What's the opposite of that? So, what's the opposite? I think, you know, if I knew what it was, it would be","and I'm thinking about that, I think, why should I want to go to school, why would I want to be at school, if it's so hard, I mean, like, if","I think I have to stop. This is where I have to stop, but I can't. It's like I can't stop, but there's a limit. I know I've reached the","And I can remember my parents' wedding, you know, I can see the whole thing, but I can't remember if there's anything that they did to the room or not","and so I have a friend. He lives in Oregon and he's a wonderful man. He's got a wife and four children and he's the one that introduced me to the Bibl","And the same kind of things are happening. It's just that it's happening in the background. It's like...It's like the way things are going...and the w","So I have some free time and I can't make any appointments yet, I'm going to call the hospital and see what's happening. I'm a little worried about my","It's funny, because, I guess, when I was really young, I guess about seven years old, and my mother was on a cruise, and I remember this little incide","[My son] was at a birthday party at his friend's house, and I went to take him to his friend's house. And then I had to stop by and go get his bike th","I have a cat in my apartment that's got to be spayed. That's like last summer. She has a cat, like my son's. And she's got like 10 kittens","I had a dream where I was in the back of a car that had a camper top, and a bunch of kids in it. We were driving through the country, and the guy said","it's the middle of the afternoon and we are in the middle of this huge construction. There are trucks. The trucks have a lot of boxes of concrete. We ","you know I was talking to the other woman, like I've said, you know, and, and, you know...I'm telling you, this is just the first time I've really don","the first time I came to this camp, I don't remember the first camp. I went to the second camp in September. But I know I've been at camp since then. ","that I am trying to make it as clear as I possibly can, I am going to have to do a lot of thinking about what we are going to do. I have not done any ","[A]t one point I was just thinking about my hair. And I had a little girl. She was maybe 3 years old at the time, and she was little and had blonde ha","So, you know, I can't wait to get home because I know that, you know. I have got a whole lot of work to do. You know, I've been here all day","I am thinking about my old friends. My old friend, my old friend, I am thinking about her. I am thinking about when I was a kid, my old friends, we al","the thing that I'm most afraid of is that the guy, the guy with the moustache that I dated is going to have another baby. Because he has a baby and he","and so they're coming down the street and I think to myself, you know, I wish they were going the other way because they're going the wrong way. I thi","we got a lot of good weather there for the time of the year...It was hot, it was sunny. We had a picnic in the park...we had a picnic. I know I had","you know I'm not married and I'm not looking for a husband. I've got a girlfriend, I'm seeing someone else. I was seeing her in college and we're stil","[T]here's something [about] the way she speaks to me. There's something wrong with the way she's talking to me. I've never had a girlfriend before, bu","I was a little girl and my father was my guardian and my mother and I went out to see the President and he had a son and he was about the same age as ","I wonder why I do it? Why I do it. It's so I don't get in trouble with my parents. My father, he was always yelling at me, so it was always better","the old man said, 'I want to be alone. I can't stand these children.' I'm sure he was very upset. I don't know why. I can tell you this much.","and I'm not a great writer, I'm a pretty good one, I think, I'm not an especially good one, but I'm a decent one. And it's always funny when you","the next one was about the time I was in college, I don't know what college it was, and I went to see the new Dr. Strangelove, and there was this scen","I remember a man who lived in our area that was a great big bear. And he had this big house, and he was a very important person. And I was talking to ","I think, I wonder if there is a good reason to believe, or a good reason not to believe, that there was an evil that was done, you know, to them by th","now, and what I've been trying to do all week has been to sort of figure out a way in which you could have a national security state which didn't seem","and I don't like him, I think. I don't want to get too close to him because, if he were to find out, he'd probably end up breaking up with me. So","the only way I can get my life together is to quit drinking. I don't know how I'm going to do it. I can't quit for the simple fact that I don't want t","I was in a small town in the mountains, it was a warm summer evening and there was a full moon up. We were driving back to the city and I looked over ","It was like a night at the fair, and the streets were all lit up. All the lights were on, and all the people were going to bed. So, I was thinking abo","I don't know how it's going to end. The way things are, maybe it will end in war. It may happen here. Or the whole thing may go the way it used to go","I wonder if there are people like me in this room. You don't know that, but I don't know. ... I think I'm alone. I don't want to think that way.","the city is burning. That's not really true. There's no real fire. But it seems to be on fire. In fact, it's not burning at all. It's just that there","I'm going to get a couple of books from the library today, that's the plan, that's my plan. I'll try to go over some of that math and see if I can com","And this is what I know: a person is a person by virtue of the fact that he or she can think. ...And I wonder what I think about. I don't know, I thin","And we're going to do something about it, and I think it's going to be very important. And I think that I'm going to have to start with the things I'v","And we do not know whether he would have done it in the first place or not. If he was so inhuman and so evil that he would not have considered the con","I'm the best guy. I'm not a bad guy, I'm not a good guy, I'm the best. That's right. I'm the very best guy that ever lived. I","The very fact of being in a very ordinary situation, sitting here at home, having nothing to do at all, is in itself a sort of strange situation. Beca","it's hard to figure out what exactly I want to say. I'm not sure what the problem is. But it's been bothering me for some time now. It's the feeling t","it's like a car, a car, and that's what I'm going to write. And then I'm going to drive to New York. And when I get there, I'm going to","there are three reasons I don't know what's going on. First, the internet doesn't know what I'm thinking, second, I don't remember what I was thinking","I think that in the past I've always been interested in people who were in the arts, who were in...who had had...who were doing...what I was doing. An","the only reason you're thinking of the name 'Tintagel' is because you've been trying to remember it; there's no reason it should be on your mind. It's","I've been thinking about what the government might have to do in order to, to force, to force somebody to pay a fine. Say you, you get a speeding tick","and you have to have a pretty good knowledge of the facts to know what the real implications are going to be. And so it's very easy to get caught up i","I have some things in my mind that I'm going to do with the government of this country. I would like to make an effort to have some kind of a system o","I mean, it's kind of like a very sophisticated way of playing golf, if you can manage to get a shot in the hole. And it's kind of a wonderful thing ab","[W]ell, we've been having a lot of weather problems in the last few months. And I think there's a big shift in the weather system. And I know it's a l","So, there's a lot of things that I don't have to worry about anymore. And I think that the biggest thing is the ability to sleep. And I've noticed a l","I don't really know what it would be. I mean, I know what the tax implications would be. And I know what my interest income would be. But I just can't","so I've been working on that thing. And I had a feeling that I was going to be very, very successful with it, but that it was going to take me a very ","I guess I'll have to buy a new computer in the next year or two. My current computer has a lot of trouble keeping up with some of my processes. It tak","the people in the room, they all have a job to do. I have to take care of a few things. So far it's going OK. The boss, I'm not sure how he","So, I got a call today from a client of mine that had an issue that he was having with his insurance. He had a couple of new machines that he had inst","I'll try to come up with an idea or something for you to use. That's why we're having this session, because we'll be using this for the new product an","my boss is doing a presentation on Tuesday, and I just have a feeling that it's going to go real well and she's going to get a lot of A's, because she","I'll be taking this stuff up with my board. I'll be asking my board, you know, for their opinion on this. It's just a general issue for the company. I","it's interesting, when you get to the end of a cycle of an exam, you're done with all the coursework. It's interesting that people, if they have, say,","we have been working on a system called 'The Bigger Picture' where you can take a bunch of different, like, articles on a particular topic and put the","if you look at the end of the slide show and you look at my face, it's very similar to the face of this person and there are some differences. So, I t","and what if there was no sound and the color and the sound and the lighting is completely different. What if there was a total contrast? And what woul","a sense of time as a cycle, a sense of the ebb and flow of energy... that's it, there is a rhythm, a cycle, an ebb and a flow. An e","I have a little bit of a visual image that's not quite working for me. I'm going to try to rework that. I'm looking at the idea of the sun, the idea o","And this is a part of the body that, if I remember, is like a 50/50. I mean, it's a really, you know, it's really, it","a guy is walking along a street and there are two women there, a little girl and an older woman. The little girl is running after the guy and the olde","I'm standing in the middle of my apartment, looking around. I can't really see. I'm holding the camera, and I'm looking through the viewfinder. I can ","And I'm looking at this--this is a bunch of trees that are pretty close together, and there's a little stream and it's, I don't know what to make of i","the whole of the world. It was like a little village, little town. I'm not sure if I even slept. I don't remember sleeping. And then there's the light","[talking about the little girl in a dress] that was what you said that you were going to do, and the thing is, you know, it's just so beautiful, and i","I wonder, you know, how much time he was in prison for the murder. I'm trying to think if I saw any reference to it in any of the books. And it's not ","I don't remember very well. I don't remember that I was in this situation. I don't know what I did before I got into the situation, but I got into thi","you know, it's very hard to look at someone. I'm talking about other people. You know, it is very difficult. You know that's why they call it the face","I'm thinking about the woman, I'm thinking about her, and her face, I'm wondering what happened to her. She looks like somebody I've seen before, and ","my father was the one who taught me to play the violin. My mother, when she was alive, was a little bit of a musician. She played the piano, and she w","that was a good idea, to keep him safe and he'd never get hurt or anything like that, because he could, he could ride the rails and everything, and he","and we're going to be, in fact, you're going to see them all the time, in fact. You're going to go through all these people, and there will be one at ","a man that you saw walking on the other side of the street in the light of day. Well, that is just a typical American thing, to have a certain amount ","and I've been to England and I've seen them up close and personal and they're quite a sight. I've been over there on several occasions but I've never ","I wonder how many years ago they stopped the electric cars. The first one I remember was in '90. I don't remember where it was. I remember seeing it i","and now it's late afternoon. I have no idea when the next flight's going out. I have to go back and try and work out where they're going next, and I h","and then, of course, all this goes back and forth, the same thing with the government, all the way to the beginning. The government has got to get to ","it's funny, it's like, it's the same thing as if you're in an elevator, and the elevator's on the 10th floor, and the door opens, and you","[t]hat is, the economy as a whole. How that, for example, the Federal Reserve System is the most powerful institution in the world today and in the la","and I'd like to go to the South Pole. You know, to go there. I think it would be very good. It would be very important, because this is a place where ","and a lot of the other countries, you know, have more of an opportunity to make it to the first level in terms of the economy. It's not just the Unite","a large area of the Atlantic Ocean between Brazil and the west coast of Africa. I'm not sure if this is an actual place or something in people's minds","I'm gonna have to buy a little bit more gasoline. I'm going to have to buy some tires. We've got 45,000 miles on this rig and they've got","I'm getting on the airplane to go back to Washington. I'm going to go back and see the office to get the box truck and pick up the equipment and then ","I'm sitting here in the coffee shop at 2 o'clock in the morning, trying to write some material, and I'm supposed to have a meeting in two days, and I ","the thing is that...we need to have this whole thing...I think that the way to...to do this is to actually have...in a sense to...to...we need a meeti","I've had a little bit of a headache, a little bit in my neck...and I have the day off today. So I can probably sit down at home and do some work. And ","I was trying to think of some words, some other words that might be... I've heard that term in the news or something, and I can't remember what it is.","I'm thinking about my grandchild and I think about him and I'm just thinking about the way that his face looks and that he has a big nose and he's got","I'd like to tell you something. You know what? I don't like to use the word. It's just, you know, I'm trying to think of words to use that'll make","so I'm going to read this and then I'm going to say this and then if you say the word 'you', I'm going to change it. And I'm going to try to get","so this is like a list of things I've done and like, I think I need to do, but it's all kinds of different things. You know, things I've gotten up to ","okay. So. Let's see. What do I know? The book, well, I mean, there's a lot of stuff. I guess. And it's a pretty dense book. You","the last two pages of chapter 6, and then I thought, wait, if I'm trying to find out how this is working, and I'm not finding how it's working, it's","the third law of thermodynamics. There was something that was always the same. That the entropy of any system that got to a certain point would never ","And I'm going to have a moment, because it's interesting that I'm thinking about a moment. I'm going to be able to look back on this moment and see ho","there's a point where I could see how we could just use a little bit of code to create something like this. ... That's an interesting kind of way of l","so I'm trying to figure out how to think about this, and I'm not sure yet, but I've seen a lot of people saying, look, we have this kind of thought th","but what if we had more information about the future? So if we're saying that the information is not relevant, but what if we knew about the future. S","I know it's really important to be able to talk about things in order to get them out of your mind... if you want to think about something and make a ","And then I had a question that I was curious about, and it was about my family. And the question was, when you look at your family, what is the main t","I think there's a lot of, I don't know, I think that it's a good idea to be, I'm not sure how I would do it but to be part of this idea","and, yes, there is something that I think I can do to change, and I think the way to do that is to identify the triggers. I think triggers are a part ","and then we see what kind of a world we're going to inhabit. We have a tendency to think that the world will look like the world we're living in now. ","I was thinking about...I mean, I've seen in the past, people who were basically quite wealthy, or were successful in a variety of ways, and they weren","And then, it's interesting, a few days later, when I have to make a decision on something, I'm like, I wonder if that's what I should do. That is to s","it's like the sound of a doorbell, because you know the doorbell is coming, and the doorbell will come, and you can't do anything about it. But it's l","so you are the person I was when I was in the middle of the ocean and I didn't know how to get home and I didn't have a boat and I was floating and th","I'm saying that what you don't know, I'm saying is that you don't have a choice. I mean, it's not that you can't make a choice, but that's just","And then it came to me that the best way to do it would be to set up some sort of a mechanism or some sort of a process or a device or a procedure or ","I'm going to write about this. I'm going to find out who's right, who's wrong, and I'm going to publish a paper on it. And the first thing that I'm","and in 1910 the [Worcester] Polytechnic Institute of course has an enrollment of about 1500 and in 1890 the [University of","I can see how that might be, and I'm a little bit glad I don't have to work there anymore... I mean I have the same problem here at school that I had ","I've been thinking that there is a very special sort of knowledge, a special way of knowing, that you can get from experience, that is different from ","now, you know, what the brain is doing when you're doing these tasks is it is basically a kind of a computer, that is, it is taking in information, pr","and I've got to be able to know whether the information has changed or not, and the reason why is that I've got a hypothesis that if a certain piece o","a man [with his hand] and his hand [with its finger] in his mind, and that man with his hand in the hand of God. I can't use this. I'm not","And what does this mean to us? To the reader? The reader sees what it is, or he does not see it. If he sees it, the meaning of it will be different. I","if a cat can hear a bell, then it must be that the cat's ear is vibrating. But if the cat's hearing is purely acoustical, then the cat should hear the","we have this 'machine', and it's a very important machine, the reason I am so interested in it is because it is the cause of everything that exists an","this is the type of experiment that leads one to the conclusion that there is a relation between the two. There is no way of knowing what would be the","the only way we can know that the Universe exists is that it has, at a particular time, made an observation of something that is real. So we can have ","the thought of the elephant in the room. A thought about the elephant in the room is a thought that the elephant is in the room, so it's true. But it ","but you will know what a word is by its effect. That is its definition. And in that sense, there is no difference between the meanings of the words 'g","there is a problem in my mind; it is a problem that is not fully articulated. The problem has not been articulated, so it is not a problem; I will cal","and the mind will take on the form of the question. That's a bit of a mystery, I think, because it's clear that the question will be thought of as a k","a big, fat, round, square. I see a big, fat circle; a fat, round circle; a big, round circle. A big, fat square. The square is a big","that was the whole point of the exercise: I was going to write it down. And then the other part was I was going to take a few minutes and think about ","I have the feeling of being at the edge of the water. It's very dark, but it's a very interesting dark. It's not a black, it's like a dark color. It","and he's a great guy, he's an ex-Marine and he's got this, it's just a little, it's very tiny, but he's got, like a little, there","yeah, but that's the thing you can't go through with that, it's just a thing, that's how you see it, you can't get away from it, you know, it","we can't have an extra-long flight. It's a big problem, the extra-long flight, because we have to have, you know, a big enough flight to accommodate t","and I see a man and woman in a white dress and a white shirt, and the man is holding a red box and the woman is holding a blue box, and they're in the","I remember...I remember my friends are here and they're all like, oh, man, I was going to bring a birthday present to you and I forgot to and I had to","the last day of school before Christmas break, I'm going to get to go home and see my brother and sister. It's been a long time since I saw them. I ha","I'm not a great singer, I know that. I've never been great at anything like that. My mother would just give me a record of like, you know, a jazz sing","I'm thinking about you and your kids and your husband and I'm trying to figure out whether it would be okay to send them to college. That's what I've ","I'm thinking about what's happened today. I went to my brother-in-law's house. And I think I've done a lot of good. And I'm thinking I'm glad I did it","I don't know what else I want to say. I'm not very interested in my past life. I mean, I like to look at it sometimes, and I can recall things, but I","I just wonder, is there a kind of way that a lot of this is automatic, or is it more conscious, is there anything you do consciously to put into it or","and that was that. I was talking to someone and they asked me about the movie, and I said well, that's a very good question because it's really hard t","and then you're like, I'm going to do this, and you go ahead and you start doing it, and you do it, and then you come up with like another idea that y","I am thinking, 'oh, my goodness,' I'm really thinking. I've had this one thought, 'I want to take the course, the whole class.' I was like, 'I","and I thought I had this one book in mind that I wanted to read and it's on my shelf right there and I had it right there, so I was reading this and i","I'm thinking of some other thing, and then I hear this, and this is just another thing that has happened to me, I don't remember when or how I learned","and, you know, when I was younger, you know I had a bunch of girlfriends and you know I was very promiscuous and so forth, but I also have a very deep","I'm going to the theater, and I'll watch the movie with him, and then we're going to the gym. I'm going to have a few minutes to myself and just liste","I wonder if this will ever end...I really don't know, I don't think I have a choice in the matter, but I hope that it does, and I hope it doesn't take","I've been thinking about that thing I did the other day when I was talking to my sister and I'm thinking about it. I was going to say, 'It's my birthd","and, yes, you're right, it is. We are now approaching the first quarter of the year, and, as I was saying, there's a certain... there's a sense of ant","so that's not very important. That's a little more important, but not as important as, uh, as, as...as the next one, which is...which is...which, uh","I've been thinking about the new computer and it's really exciting. I know that when I go back to school, I'm gonna have to go to the computer lab to ","And then there were the, there were the five or six, four or five people. And the, the two or three who stayed, you know, stayed, you can't make that ","I'm in my office at home and there's a long, long list of papers, things I have to do and a big stack of papers in a filing cabinet, and there's like ","I mean, like, if there was a way, and it's a really strange question, if there were some kind of way where you could just go, and get your body ready,","we just don't know how much to be talking. How much to be asking questions. We don't know what we need to be saying. And I don't know, I don't think a","I guess I was an early bird. I had to wake up early. I mean, the first thing that was ever required of me was waking up. And I guess I'm a morning per","I see these buildings from the street; they're really ugly. They're all like this, and there's nothing pretty. But there are some pretty houses out in","I'm driving to San Francisco, the weather is beautiful, I'm going to go out to the coast, I'm gonna go to the beaches, I'm gonna stay at the beaches, ","I'm on the beach right now, and I'm trying to go down the beach and find a place to camp. It's about 95 degrees, and it's been hot. And I","this is the way it is. It's the way it always is. The sky is the same, the stars are the same, and the whole thing's always the same. The sun comes ou","The whole world has been very beautiful to me. It's been a wonderful time. I was there. I was on the island. It was like the whole island. I could see","... the day before yesterday, I was at the train station and I saw a lot of people. It was a little windy, and I saw somebody carrying a large umbrell","It's cold here. Yes, the windows are open, but there's still no wind. I'm so sleepy. I'd like to sleep. I think I'm going to sleep. No,","it's not about the world of the senses. It's about the world as it's constructed by the mind. So in the mind, there's the world of space and time. The","I'm still here, in the dark. I'm still on the beach. I'm just outside my bedroom. I'm in the dark, I'm on the beach, I'm looking at the","I'm making a lot of notes. I've got to go, because the sun's going to come out, and I'll be a mess. But I'll try to make it. I've","And I'm thinking about the big thing I'm going to do, which is to write a book, because it's something I want to do. I've always wanted to do it, sinc","so I just think about some things I haven't seen for a long time: how the snow melted in the spring, how the leaves of the trees in the fall. The gras","and I wonder if, when you go out into the world, you get this feeling that there's a whole other world out there, and you're just a small part of that","and I don't know why I say that. Maybe because it's my favorite color, my favorite color. I'm going to take this and put it on my desk. I don't rememb","And then he was going to tell the class that it was his birthday and his friend had bought him a birthday hat. And it was blue with a picture of a cat","I can't remember what that song was. I can't remember the last song... I think it was called the Tickle Me Elmo Song. It was this song and then Elmo c","the trees were here, they were just behind that wall and then it was just a wall of trees, and there was a wall and then there was a hill, and then th","so the water comes through the spigot, the water comes up through the spigots, and it flows through the pipes, and then it goes out through the faucet","I was just sitting and watching this spider. And it had a bunch of little, like, spider webs on it. I think that's a web, and it had a lot of webs on ","just thinking of it, I'm thinking of, uh, some people that have, uh, a lot of things around them and they can't seem to, to get away, and they, you","and it's a big problem. The first one was an old one. He got in a big car crash, and his head got injured, and it messed up his speech, but he had a","the thing about you is that you can see the things that are right in front of you and not get confused by them. Like that sign thing, like I told you ","I think I want to talk to him, and he's the guy with the black suit. I don't want to go into the shop but I have to do something, but I'm not really","and what's going on? I think he's still alive. I think he still alive. He's still alive, still alive. [laughs] Oh, my god, I'm glad he's","we'll try and get it in, then we'll have to see what the other side wants. See how we'll have a meeting in about two weeks, and they'll ask us to talk","[T]here was a little boy, and he was looking at the world through a telescope, and he saw... [sigh]... and he saw it and he saw the stars and the","this is all, and now this is just an idea. If you were to make a time-lapse movie of it, it would be a pretty good example of what we're trying to do.","there's no way I'm going to do this. I don't have the resources. I can't pay you enough money to do this, and I know it. I mean, I can't","I have this image, of a couple who are living in a big house, and there's a huge ballroom in the center of this house, and it's very large, and it has","I'm the guy who has to say, 'No, you have to do it that way, or you'll be doing it the wrong way.' That's all I have to say. I'm","I got into my car and I turned on my car. And I said to myself, well, you know, you're a little late, but you can make it. And I was a little","I can see myself as a very attractive woman. I look very good. And I can see myself in my clothes. I've got a blue top and a skirt. I look good. And m","I see this is a very easy chair. This is a nice comfortable chair. It looks like this chair is made of wood. The leather looks like it's new leather, ","uh-huh. Well, uh, you know I was thinking of you earlier, so I just called you up to see how you were doing and the first thing I thought of, you know","this is what I was going to do for lunch...I had some fresh vegetables and a...some salad...oh, and some bread, I had a piece of bread and some cheese","we have to wait for the coffee to cool...or boil, whatever...boil. No...we don't have to wait. No, wait...yes. No, we don't have to","I think, 'I should go to the dentist tomorrow' -- or something. And I remember going to the dentist. And then I think of a guy on a bicycle, and I thi","this is where we are on the phone, the other end is not picking up, they're probably eating, they're in a restaurant, so I'm eating in here, I'm just ","the name of the show: The Name of the Show was in a box. I opened it, and there was the name of it, 'The Name of the Show' and then I opened the","it's like an elevator, you know. You're in the elevator and the doors are closed. And you're standing on the button of the floor you want to go to. An","And I'm thinking about a kind of thing we just did today, that's, I guess, we used to do, at least in the old days, you know, in the old computer syst","okay, so then it's like the problem is, if you've got a lot of things happening and you've got to keep track of them all. ... [And] then there's all t","there's a lot of things I don't like about what I'm doing right now. I don't enjoy this very much, and I don't know if there are any ways to change th","The universe. That's one thing. The universe has its own dynamics. There's a lot of stuff in the universe. Things happen. And we are a part of it. And","the idea of this is the idea of a mind that has no way of being aware of itself... that it's a completely open system. It's an open system that has to","And I thought, that's strange, because I actually had a thought that I could write about that. I could write a paper about that. So, if I was an autho","I'm gonna go out to lunch with the group of women. And then I'm gonna go and spend the afternoon at home. I have a book to read. And then there's goin","the dog. What's the name of the dog. It's the dog that's on the cover of the new album. I should get this off. I want to do that, but I'm","and then, I think the reason we are talking about this is that we are both sort of worried about our mother's health. And I think that I have been wor","there's this man. And it's funny, you know. That when I say that to people, like, 'there's this man', they go, 'what man? Who's the man","what's interesting is that there is something about the way the light comes through the windows. It's the way it's like a soft light. It's kind of a b","It's not a bad idea, I mean, like it would be like to have that. And I would probably have to do that on a daily basis. That is, I think that's what","and it's not very different from the way I'd look at a movie. Like, say there was an important plot point, something important happening in the film, ","the point of the discussion was that you were talking about what your own experience would be and then I was talking about what my own experience was,","the thing about me is that I know how to speak to people. I know that that's not that hard to do, it's very easy to do. The thing I need to do is to","the way the human brain works. I think there's a sort of, there's a structure to it, but it's not a hierarchy. I mean, a hierarchy's not bad. It's","I've had this thought. I remember being a little girl in high school, I had a boyfriend, and he was very, very smart. And I remember thinking, he's li","[T]here was a time when I was much more [a] math person, but it's hard to believe I'd ever really like that, and the problem is that I don't know","a lot of people don't think about this, how lucky they are. When I look back at my life, I had a very good childhood. I had a lot of friends, a very g","The past, the future, what will become of us? What is the meaning of it all? Life is very short... That's why it's good that we have to spend time wit","I wonder if my dad would've liked it here? I don't think so. He wouldn't like the freedom, he would prefer to work. He's a kind of traditional, author","and I had the impression that my body was not my own, that I was an external observer, a spectator. This was a sensation that was not unpleasant. I fe","[I]n my life, I've had many relationships with women, but I have no memories of ever having been married. The last relationship was with a woman who l","the old man, he died. I'm the one who got married to his wife and was given custody of the child. The father is gone, but the mother is still alive. W","this is the person who I am looking for. The one who I could be, if I had the courage to do it. To choose a life that is based on love and compassion.","you have to have a sense of what to look for in your own life. You have to know your own boundaries. You have to have an awareness of who you are, whe","it's an interesting experience, being able to observe your own thoughts. If you are conscious that you are observing them, you see that they are not a","I don't know what I want, really, I'm just sort of drifting. I don't have a goal, I don't even know that I have a goal. I think I know that","and then I'm sitting in a room with a guy and I'm sitting across from him, I'm thinking about that. I'm sitting with him. I'm thinking that there's a ","I was talking to the student from my office. He is from Vietnam, and I asked him about his work and life in Vietnam. And he was saying how his life in","I'm looking at the book. And I'm looking at an idea, which is... that I should really finish my book. And... there's another idea of... I'm thinking t","I'm here in the middle of nowhere in the forest and I'm in the middle of my thoughts. I'm not thinking about what I'm going to say or anything. I'm ju","[thinking about the] word, 'wonder'. I wonder how we can see wonder, and what it is. How can we see it, and what is it? How can we have a","and that's just how we'd get out of it, if the whole world was flooded, if it was raining and we couldn't find any shelter. And the other thing is tha","I just went to bed. I was thinking about this place, this is a place where I could get lost. I think this is the place I'd want to go if I were in a w","so it's a bit of a problem, actually, because I think if the future's like that I'm going to have a lot of trouble with it. I'd like to go, and I","you know, there's a woman that I know who's kind of a friend of my brother's, you know, and her husband was in a car accident, and the car was in flam","it's probably 4:30 in the afternoon, and I'm supposed to be in San Francisco at a meeting. We have a big conference coming up for next year, and we ha","the more I think about it the more it bothers me and I really just can't think of a way to fix it and I think that it is just because the car's a litt","I'm a little confused as to whether to accept or reject the offer. I want to make the right decision. I know that if I accept this offer I'm going to ","I don't have a problem with that. It's a lot of work, I've got to come up with something that's good enough for you. I know that. You can do that.","I don't think I'm going to have any more dreams for a few days. It's been a long week. I'll get them back again, though, I just hope they aren't night","and then I'm thinking that my husband is going to be gone soon, you know, he'll probably be gone from work...and then I'll be sitting there and I won'","we're in the woods...all around me are these big trees with mossy trunks and little branches with ferns on them...they're about 4 or 5 feet tall...it'","that's what I would have done if I didn't have a 21-year-old kid, you know, the kid that's now in college and the kid that just started kindergarten. ","and then, I know I'm in college, and I was taking a class in American history, and we were reading this book, and I think it was the history of the 18","and so you're like, 'I'm not sure what that was, but that sounds pretty important.' And then you go back and you're like...this is so funny because yo","So, it's the one that goes out and the one that comes back. So it's like a sort of a chain that's, a chain that goes back and forth. It's a chain","there were two people who were involved in the event that I had told you about, that happened in the summer. And both of them had a name. The one I me","I feel like, you know, I really want to understand what's going on in the brain, and how it works. You know, I guess, I guess I'm not too far removed ","okay, so there's, there's a, there's, like, a, a, there was a, a woman in a video I saw, I think it was in like 20","and that's, that's interesting because I guess that the reason I was doing that was because I thought the, the, the point of the project was to make s","so I'm thinking, you know, what's the one thing that I think I know that I have to pass down to my children and grandchildren, and I've already starte","what was your...what was your biggest concern about the job market and being in school and not having a job? Is it the lack of experience? Is it that ","you know, I think one thing I've realized, because I've been on some of the new and emerging technologies, you know, the iPhone and things like that, ","you can't really take responsibility for the things that happen in your life, you can't change them, because you're not a god, you're not omnipotent. ","and then I have this image of, like, this one lady that I know who, that I think has been in, like, the last, the last decade of her life, you know,","I had a dream that I was in an elementary school. I think it was in elementary school or something and I was in this class and I was going through som","I just kind of took the book down and opened it up. And I was just looking at it and, I mean, it's like a little black book with pictures in it. And t","so that would be the answer. It's hard to tell where the lines go. It's kind of like a three-dimensional diagram of something. There's a whole bunch o","yeah and the other thing is the other thing I was thinking about is the other thought that comes into your mind that I've seen in other people and thi","what I was thinking about was this little girl I knew who was a kid, who lived in my neighborhood and I thought I was going to put that on there...I c","I think I should start thinking about how to teach someone to do it. It's like... teaching a kid to read. That's what it's like, isn't it? You just st","and then I start to think about it, and I say to myself, 'Oh, it's not such a good idea, it's a little bit, I don't know, too much effort","that was a good one. So, you know, if you were to come into this, the first thing you would have to do is, you know. Well, you have to do this one","and then the other thing would be, how do you actually make it? And, well, you know, you, you, well, I guess you would do it, like you would, you","what I'd like to do now is actually work out this problem of how to explain the difference between the way we think and the way we do think. I think t","but I don't really want to do that because it's too much work for me, but that's what it is. I mean, that's what I'm interested in. And the way I","you know what, we had some problems, we had to do something about them, and I was talking with somebody and I said, you know, how about we go back to ","and that was like the most amazing thing. I mean, I don't know if it's an... you know, if it's something that, it's not like anything you would see in","and it's interesting because you know, I could really see that there's a lot of cognitive load in doing this and a lot of, uh, a lot of things are goi","I was just thinking about a long time ago when I was doing a lot of painting. I was painting some portraits. I was working for this person in the earl","[It's like] I'm trying to see it like a computer, like a computer would see it. You have the parts of the computer and you put it together in a differ","I mean, how do you think the guy is thinking? I don't think he's thinking of anything, it's all a subconscious thing. That's why you can't tell him wh","so if you look at the world from the right angle, it's very logical and it's very coherent and it's extremely clear to a mathematician or to a physici","I'm not sure whether my conscious mind is aware of the unconscious. I think that the unconscious mind is really the deeper side of the brain and it's ","it's so interesting that there is this relationship between the things that I think about and the things that are happening to me, and then there's so","[I'm] trying to say this to you now and I'm going to try to do so in a very brief manner, but it's something that is really very important for you to ","I was in a car, and the car was going up a hill, and then the car hit a bump or a bump in the road. The car had a window, and the window was up","that's why I say that, in this way, the brain, in the normal functioning of the brain, the normal functioning, in the sense that if we were to try and","so I could say I had a life, you know, I was a part of something, I was not a lone ranger out there, and it was something I had to think of, because I","[in] an open field [there is] a pond ... [in] the pond there are a bunch of frogs [and] a snake [and] some ducklings. The snake is kind","I was in the hospital at the beginning of my pregnancy. I was on the hospital bed, I was about two months along, and the room was white. There were wh","and there was this big thing going on at the time, which I was in a bit of a fight over. This was the mid-60s. I remember it quite clearly, it's","[I] was a good friend of the one that was married [to a woman who] was going to be with [the] man that's the president now. ... [He] was an","I think it is the time that is the problem. I mean, it's the time that has gone by since I have been away, and I think that's the thing. Because if I ","now you've got to be careful. Now I'm trying to get away from that, you know. I don't like those things. I don't know what to do. Now I want to","there's a lot of stuff in the back of my mind that I'm not even aware of. That's the scary part about it. So, when I say something, I say something th","I feel so weak, I can't get my words out. I need to get a cup of water. I just want to get out of this thing, get a cup, drink, and think","the air... is red, orange, like a sunset. That's why they say 'red sky at night, shepherd's delight,' it's like that. Yeah. (silence) I'm","it's just... I guess, I just have to... I need to figure this out... figure out how to do this... how to... how to make it happen... how to get it all","I was thinking about, you know, a little bit, that maybe I have a lot of good intentions, you know what I mean, but I don't always follow through. I'v","this is not the way we do things here, not at all, because it's not the way to do things in the real world, that's for sure. But I wonder what it woul","I'm afraid that some people in this world think that we're responsible for what happens to them. It's not so, it's their own responsibility. Sometimes","we have a lot of problems. We have a lot to do. We have to do a lot of things. We have our own problems, but we also have the problems of others. And,","And then there's the 'real' work, the real work in the office...That's why there's no more work here, because there's more and more work here...[the] ","there was the 55 year-old woman who had a stroke and was paralysed for ten years...and then she suddenly started to talk. ...the next person was the o","there is the time to get involved with the movement that we want to develop and that's one of the things that we had, that was very important, I think","the main goal of the work I am doing is to find ways to make the world more peaceful, and I don't have a clear idea of what it is. It's not an idea of","And, I'm in the kitchen, and I have this huge bowl, and I'm supposed to put the seeds in, and the seeds are just one milliliter in volume, and there's","you know, like the last time we had a party, you know, the last time we [the authors] had a party. It was on Thursday, it was the last party that we h","I'm trying to figure out what I want to do today. I want to go to the movies, but I've got an appointment at 5:30 at the gym, so that's","I'm reading the news this morning, and I'm going to say the following... I'm going on my day... I'm reading my news... It says here... I'm trying to r","I know that, but, I don't know, I feel that I know that it's probably right, but I don't feel I know it's right. So, it's not so much","so I'll need to use up half of it. I want to be able to drink a lot. I want the stuff that's in there. I'm just going to put it in the freezer","oh yeah, and, and, uh, um, I guess we could go over to a, uh, a different location to, to, to have a, have a wedding there, or uh","I could use a new phone. Yeah, I could. Yeah, we'll have to get a new phone, we'll probably have to get, uh, another phone or something. I don't","and then you go back to the computer, and you just like go and you go back and forth and you have to kind of put your fingers down and move them aroun","and I guess I should have done it sooner. I was really hoping for an increase in my pay, and I've only got one year left before I'm done, and I didn't","the whole time, you know, you're going to be like, 'I know. I know. I'm going to be fine, I'm going to have it all.' And I'm not","I wonder why I'm in my office. I don't know why I'm here. I think I might have some questions about... what I'm doing. Why am I in my office? I","I've been thinking about the last meeting with the company, and I'm wondering if I'm not doing the right thing. I'm not sure that we should do the pro","I was going to say, I wonder why it's called an email and not an IM. I guess because you're kind of emailing to somebody that's not available right no","and then they're not going to want to play, 'cause they don't think it's going to be any fun anymore...then I think we have to, you know, have somethi","And this is why we are going to be getting rid of the old way and getting into a new way where there is a much more clear role for the federal governm","a big issue is that we don't have a strong enough association with the community that we want to have in the US. It's going to be a bit of a struggle ","a lot of the work that we do, for example in the European Union, is to develop new legislation. In that sense, we're not necessarily leading, because ","my current job is to help a family in the development of their new business, which is a very interesting business. The family's children are involved ","it's not a simple task to take a business and say, okay, we're going to take this business and say that's it. That's it. We're not going to sell the b","And in order to make it happen, we need to have a whole new set of incentives... the new incentives. And these incentives are based on a couple of thi","and I started to see what the landscape looks like if we were to increase the distance between the individual and the state by 20%. To do this we woul","we have a great deal of experience with people who are coming to us for the purpose of applying for jobs, for the purpose for which they may be applyi","I'm really excited about the possibility that we might be able to make use of these kinds of data to make new kinds of tests. For example, suppose we ","[T]he problem is that I would like to get my hands on data and I don't know how to get my hand on data. In the first instance, if I've got data from","the reason why the population is so high, is the fact that there are very, very many people who are trying to use the technology. And, we are talking ","a lot of the time, I can do something with one computer program, and I can't do it with another computer program, because of the way the software is d","a lot of things in life that people seem to be doing in a random manner. The idea of putting together a random number of items that would represent th","this is a little more like a program, as you will see, is not? Yes, I think this is going to be a little more than a program, because it's an implemen","it's a matter of choice... The goal is to find the right balance. You should try to be as efficient as possible. And you should not put too much time ","I see that I have a couple of options. One is to move the robot over here and try to grab it, or move it over to the left and grab it there, or perhap","the (main) reason why we are not very interested in the study of consciousness is the following: when we think about consciousness, we are not thinkin","a bit like a new perspective on the question of the existence of the physical universe, as a result of the development of the mathematical sciences. F","a string of random letters [with a bit of structure]. And there was another string of random numbers. I wrote these down, and I looked at them. And I ","I have a feeling that I am on a plane flying above some cities in the USA. I don't know which ones, but I know that it is night, because I see cities ","And then I thought that I should go and make a note of that. I don't know how to put it. It is probably something in the psychology of dreams or somet","so, the universe, as you said, it's like the 'real world', you know, which is like an infinite plane of existence, and, well, everything that exists, ","that's what it is, a dream. Well, it is like a dream. In a dream I do things. It's like the difference between seeing a man in the street and imaginin","but now the question arises how I shall write it down and what will become of it if I write it down. I know that this is not a question at all, but th","It is not difficult for me to produce the phenomenon of thought itself. It is just as easy to produce a thought of some content as it is to produce a ","you know, my father is quite old, and my mother is quite old. But they still have their eyes, and their senses, and their memory; they are not senile.","the brain is a wonderful thing, it is not only a thing but also a living organism, in fact a very complex organism that can be studied. It can be stud","Now it's not an experiment that I can set up to show me any thing about the brain. The brain is such a complicated organ. It is, however, possible to ","in the most simple things we see the greatest and most complex phenomena of nature, the whole of the world of consciousness, all that is of significan","And you are the same one, so that there is no change, so that it is a unit that is not divided, that is not broken into parts. And you can see, from y","and then we would be here. We would be here in our eternal world. The world of the spirit. But even then I would continue to have the feeling of being","so that there are, in every sense of the word, a thousand worlds, or infinite universes, all of which are infinitely closer to me than the earth or th","and it's also true that we're only conscious of what is happening in our bodies, and in other words, we only know what is happening now. The fact that","and I have a desire to do something which is in direct opposition to the present moment, which is a desire to go forward, to do what I have not done, ","I do not want to think in this way. The thoughts are coming. I will let them come, but not follow them. I will not force them. They are there because ","I was thinking about the way I am going to die and how I have lived up to the possibilities in life that are offered me. I am going back in time now a","I just wanted to say, that's how I got here. I had a dream once, it was about the beginning of life, and I had no idea how I'd get here. And the","[I]f you asked me, if you asked me what I think my life is about, I think that I have a number of interests, and that they have been connected all alo","I had to ask myself, what do I do? ...If it's just me, the person who is going to have this, that person has to be able to take responsibility for thi","It was a long time before I really had to think, and that's why I had to study so much in order to be able to think, to be able, for example, to think","we need to know a little more about the role of the self in the body. We can do this by knowing the body better. In the course of life the self learns","I think it would be a good idea to have a game like that in the school. It could be used as a supplement to the current curriculum, to motivate learni","[the] only thing that can be learned about the other person is the reaction of the other person, the response of the other to your own action. The onl","we were thinking of a word that we didn't know in German and we didn't have the time to look it up. So I took a dictionary and looked it up in there, ","and they'd been studying about how the different cultures, and the different races, how they were, uh, how they perceive things differently. And how t","the thing that comes to mind for me is a movie called 'The Shining' where the main character is a writer. And I'm always amazed at how much that movie","well I guess I can't even get it out of my mind, or let's see I'll tell you a story, my dog is very sick, very sick, my dog's name is Pop","the city of Kiel in Germany, where he worked with the physicist Max Planck and the chemist Walther Nernst, the two most prominent scientists in their ","that we should see if it would be possible for a man to survive in an oxygen atmosphere. I know the oxygen problem; I have thought about it. I have th","and then we could, instead of being in this state of being in the ocean, being submerged and all of that, we could be in an empty room, or a room with","and I thought of something that would be interesting for the audience, and it would be interesting to see the effects of this, which is, as you know, ","and then, in the meantime, I'd had an idea. I'd been thinking of something that I'd seen in the book, but not as a specific application. I had the ide","now I'm looking at a book which is on the table in the corner of the room. I'm reading some words which were written on the book. There is a black boa","and I think of this. I think of a chair. And I think, oh, my God! That was a very difficult word. And I was thinking about a chair. But the problem wi","you know, it's like when you get up in the morning and you are getting ready to go to work and you don't know where the chair is and you feel like it ","so I'm wondering how we're going to get this done, and I'm wondering, you know, whether we're going to be able to finish it today, because it's been a","I think that a lot of these things that I was saying, that's kind of interesting. I've never thought about them in that way. I've always been thinking","It's a little like a lot of people I know who are doing things like, I don't know, building houses or some kind of business ventures or something, and","I have a problem with being a parent. I don't know what to do with my children. My children are just very stubborn and they don't listen to me. They'r","I think I'm really glad that I'm working here. I don't really think it's a job I have to do, I don't think I'm very good at it and it's a","and this is the part of the book that's hard for me to understand. I can read it, but it doesn't make a lot of sense. I get what the author is trying ","I'm not sure I understand what you're getting at with your research...I don't have a lot of experience with this kind of work. I'm a little scared to ","it's like, it's like there is a process to writing, a sort of process. But there's also a feeling, a feeling about the material that you're writing. A","it's been a lot of days. It's been a few days. I don't know how much time has passed since my last thought about that. It was something about that, I'","it is like when you're reading a book, and then you're reading the words, and you're imagining that what the words are about and the story and the boo","and I have a dream that one day this nation will rise up and live out the true meaning of its creed and one day I have a vision that one day on the re","well, in the 50s, I think it was, my father died, and he was the one who'd been a really great role model for me, you see, I was a","you know, and it's really interesting how these things play out. And in a way, I think that's the best way to get at the real essence of human being, ","and you can't do anything about that, but you can change the way you think about it. And I think that that's the essence of our problem, is that we've","now I'm going to be a part of something that I care about very much, that is going to affect all of the human family and we're going to have to deal w","and now I think I'll tell you what I think about the thing that you've just said. I'm very glad that you're interested in the future of the human spec","and that's where they're coming from. They're not going to say anything about that, because there's no way they can say something about that. I don't ","this is a thing we talk about in the sense that we talk about how the human race has always been about, the human race is always about one thing. The ","but you know what I'm saying, like a lot of these other things. The way I think about it, the way I think of it, I'm going to do a very, very good","you know, I'm doing this sort of research, and I was thinking about this idea. The idea is that there are different forms of learning, right? There's ","I have a lot of friends, like really a lot. And I don't think I have enough friends, you know. And it's funny that I have so many friends. It's really"],["I've got a friend who used to work for me at a place called the Kelsey Institute. It's a research institute down in Miami, Florida. He did a lot of wo","in the middle of this book, I remember I was doing something in the middle of a chapter, and I was in the middle somewhere, and I just can't remember,","I know this is all silly. You know what's going on. What's going on is that I'm not going to be able to get you the books that you want, and I'm going","I'm worried about my son and daughter-in-law. They have this baby and he's really sick and they've been having a lot of problems. They were supposed t","I am talking to you now and you can hear me and I don't have a phone with me so I can't get the phone to call the doctor and I'm wondering how that wo","the 9-11 [sic] happened on that day, and all those people were dead. And then my brother was killed and they told me, 'You don't have to come,'","I was thinking about what you told me. You know, my whole life was so far from anything I imagined. I just came up with the idea of this being a place","and then it was really nice. It was very, very nice. Very, very, very very very nice. That is good, that is really good. That's a great ending for the","I want to know what he had in mind, what he was thinking about. I'm sure that's why I got involved in this. I mean I'm a woman, I've had a lot","and I know how you feel. You can't even talk to anybody. You know how it is, right, I know it's a pain. You can sit here, you can talk to somebody","I had this thought, and it's so funny, I can't explain it to you. It's like, I'm just gonna go over there and sit with you and watch you think out lou","it's been a long day at work, and I was thinking about some things that were going on. One thing was that I had a meeting with one of the people I wor","I feel like I'm in a sort of... kind of a mental haze right now. And I don't know why. I mean, I think it might be because I'm feeling a little bit","and now I'm looking at the world, and I'm looking from where I'm standing, and I see this tree that's in front of me, and I can see the leaves on the ","there's something in the air that makes me feel a little uneasy, because I don't know if it's the change of weather, or something. I have the feeling ","I'm getting ready to have my breakfast and then I'll have a cup of tea and then I'm going to go and have a look at the new book. Then I'm going to do ","I'm not doing any writing. I'm doing a lot of thinking. I don't have much to do today. I was going to take some notes. I don't remember what I was goi","it's not a bad day for me at all, it's not really bad for me at all. It's a good day. I've got my breakfast, I'm getting some breakfast, I","So you know what I do is I take a lot of pictures of flowers and just in the summertime, the summer sun shines, and I work in the garden, and I just g","and I think my job's going to be really difficult this year. Because I haven't really been getting much sleep and I haven't had any vacations for two ","I have been reading a book about the American Civil War. It says that the Union soldiers were often pretty good-looking, because they had a lot of mon","and I'm looking at the old car and I'm looking for the right car and I think that the first thing we'll have to do, is get the car in good shape and I","I think that's the one thing I want to talk about in terms of what you know. You know the problem with this system is it doesn't get enough money from","I am writing a letter. I am writing a very good letter. I'm writing the first letter to my family, and I'm going to go over it with the family and the","this is a very difficult job, it's just too much work. I don't know why I'm doing it, it's really a big waste of time. You know, it's like taking","[M]y father, he used to be a mechanic at the plant. He worked for a lot of years, and then he retired. And, and my mother, she worked at a plant","there's an ad that's coming up for the state government, about the state government doing something to reduce unemployment. It's got a bunch of pictur","[I]f you think of it in terms of your being a union leader, I'm sure that's one thing that you'd consider as far as, uh, the benefits to the union mem","So I just thought we could take our children back in the future and show them this film, and show them what their lives are like. We can even use thei","but it was just a little bit of a shock for me. I don't know if that was because we're really coming out of the pandemic. We're now starting to have t","and so I've had some issues with the kids that I've had, I've had one that I've basically had to go to a court. You know, I've taken the child and tak","the other side of the country is a whole different country, because it's really not an American country. It's more of an East European country. And in","so I was kind of thinking about the kind of things you're talking about. I mean, we're still very much on the cutting edge of technology here in the S","So, if you go to school, the first thing that's going to happen is they're going to teach you all about the importance of the scientific method, which","so this is a very interesting subject. I just have to say I am really enjoying this session. I think I'm going to do it again, just because I think it","So it is. That's my first impression. I was thinking about how it might be important to the work. In order to have some context to it, I might be inte","And that's why I think the other people in the room that were very much into this thing, I think a lot of the people that were interested in the resea","and now, for example, we might be trying to remember a word or two, a set of words, like maybe something from the Greek alphabet. And one would try to","I have to tell you about the things I was going to say before I got distracted. I was going to talk about the whole idea of the content of a story and","I'm thinking of how I had been sitting there [in class], and then I was thinking that that is how it happened. The last time I was in an airplane was ","that's right. He was one of the things that came to mind and it was about... it was like a kind of a visual image. I was watching... I don't know if y","I'm talking about... about a certain kind of music. That's why I'm studying it, is to see what people will say. I can't just say, 'Here is a new kind","this is what's happening to my daughter...that's the reason, I've been trying to do a little bit of research on...and I think what I've been reading, ","I was talking about that question mark on the page and how it was connected to the line below and that line, and that's just one way, you know, it's j","it's hard, it's hard to think in this way, the more I think about it, the less I can actually think about it... I mean I can think about what it would","I see the body of a man with a long body and a short body in front of it. It's like the man is looking at me in a mirror and I'm looking at his body.","the more you think of it, the more it seems like a dream. But that's the problem, that's exactly the problem: what if it isn't a dream? What if this i","[t]hink about this. Oh! I have a new idea! A new idea, what is it? Oh, I think I have a different way of doing something. I mean,","I'll be honest, I can see that you've probably been living your life for 100 years. I wonder what it would be like to live your life for a million yea","we were in the beginning of this thing that I've been thinking about. It is called a 'mental time machine'. The idea is that if you think about the pa","it was a sunny day, and I was sitting in this living room...I was in the kitchen, I was eating this lunch that I was preparing, and I'm in my living r","I'm not really sure what I'm doing here, but I'm not feeling very comfortable. I'm not sure where we're going with this. I'm starting to feel a little","[my mind wanders] ... what if I am sitting at a desk working on a paper? I'm taking notes on it, and I'm looking at the clock. I realize that I'm","this is going to be one of those times when I'll need to go back to a previous version, because I think I'm going to need to make a change here. I nee","we've been thinking about how to make the final exam more interesting. I was thinking about the math exam. It might have been good to add an extra que","so the 11th one is I think they were just using that for a way to kind of get kids involved in the whole process of creating this whole thing. And the","201. The 60th term of the sequence 1, 4, 7, 10, 13, ... is 181. (The","I want to go to the store. I want to buy a pizza. I want to have pizza tonight. I have 2 pizzas to buy. I want the pizza from the store. That's","so you take a pair of chopsticks, and put in two of them. If it is a single chopstick, it is a pair of 10, so 10-10","the more I look, the more I see, I can see the light. I have an idea. I'm going to build a building. A building for a little girl, and I'm going","and the only way that you can see what you have is to break it down in to pieces. I'll show you what I mean. I'm going to start with something. A 32","I remember that the sun rises and goes down. The sun goes down and rises up. I think of how the sun goes down, the sun goes up again and then goes dow","Now I think I have to do something. I have to go and look for something and find it. But I can't find it. I can't see it. I have not seen it.","we're going to try something else. I think I'm going to try to make a triangle, a big triangle. Okay, let's see, how's this, a triangle like that, oka","I have a very big one on top of me and another one underneath it, and they're both just the same. But the one on top has the same shape and the one un","and there are things you have to learn, you know. You have to learn things, you can't just come out and know everything already. You've got to learn t","the bottom line is that the people that you were trying to impress were impressed by the first thing you said, and the rest of them were not. You were","oh I see, I think about how you guys are going to react to my suggestions and comments about things... because you're going to ask questions... becaus","and he said he's, like, going to call a meeting, and the other people, you know, the other people are all, you know -- the people are all going to go ","so I thought, well what about that? So, well, how to say this. You know, so the company of 450 million, 300 million, I don't","well, I was at the hospital today, and I was talking to the doctor. I had a doctor appointment with him, and he was asking me if I had a job. I said, ","and I had the impression that the brain was moving, it was just a thought and the whole brain was moving forward in time. Then I thought that, then, i","I have two daughters who have two sons each. So, that means that I have four grandsons. But one of my sons died, so that means I have three grandsons.","I know that's why you can't go to the next door neighbor's party because...I don't know why that's so hard for you to believe. Because, I don't know, ","and they don't know the names of the people that we've got in our family. They don't even know my sister. So I can't have a sister. I have to have a m","the thing I'd been trying to do was write this poem for the teacher but I just got this one that's a lot longer than the one I was going to give you s","the way a child will have a picture in their head and then be asked to tell the story... or tell you the story and then be asked, 'can you draw that p","and that's what I think they're going to do when I go back to work. And you know, my boyfriend and I, we have a very close relationship, but he is a v","so then I guess you know, I think the thing is, what I was just trying to say, what I meant to say, is that it's, like, what's going on in our","and there were also all of these women from all these different areas, you know, who were just so involved with the projects, like they were always wo","I think that's one of the things that's interesting about it is, is that when you go through life with, like, a bunch of, a bunch of different people,","yeah, you know, you get to a point where it's, uh, it's not so much like it's not like it's like a social thing or whatever, and you know, so","and the thing is that you know that we do that, but what's the... what's the difference between just, you know, going for a walk and the thing we do i","the idea of being in a new city and that I can't see the things that I'm seeing with my eyes, I don't know, like, I'm not sure, I don't remember","I'm sitting on a bench in a field with a group of friends. And then they go and they're going to play some game, some ball game, and I'm sitting down,","I think they've got to have some sort of a little bit of a club or something, and then they have to have some kind of a, you know, a meeting, like, uh","a little girl who was on the right track and then lost it, or a little boy who was on a right track and lost it. She was on a track of a little girl's","It's like if I had to give a speech. I'm thinking of something now... like it's all very well to give a lecture about this, but actually, what it mean","I was just thinking that I read a few months ago about the guy that made his fortune in the paper and he used to give it away to charity. ... He used ","I was looking for a word that I'm using all the time and I don't know. It's something that I'm always using when I talk about the amount of money that","And so if it's all right with you, I'd like to write down that you don't like the word, and you think, 'I don't know how to put it.' And then","so then, the two, you know, I mean, I think it's two groups. Like the people that have the problem. I mean, you know...the ones who are, like,","I don't know what to do. I've got so many things to do, you know, that I've got to do the following things in this order, and there's a number of thin","and then, of course, I have this other friend, who is a really, really, really good friend, and who is also a writer, who's been working on a book, wh","you know, the whole idea of this thing is to go into the woods with a tent and a sleeping bag and just sit there for 24 hours and talk to the trees. B","and you know what? I mean, I don't want to be a person that's out there in the world and be a little bit of a nuisance. You know, I don't like the","I remember a man from my childhood, he used to live on a hill in the country, he lived in a house which looked like a house in the middle ages and it ","so this is how you keep on going on. You know, that is what it is about. The reason why we have got so many people like that and have got the thing li","[I] was walking out of the building, and it was, like, dark out. I'm walking across the sidewalk, and I'm looking at the buildings. There's, like, thi","I'm going to have to go to the toilet, I'm not going to have anything in me. And I've got to go. Oh my God, I've got to. It's awful","[I'm] really tired. It's time for bed, and I'm going to be sitting up in bed watching TV because I have to do my homework. My daughter went to bed at","I think the second question is, how does the body fit into this? The body, is the body important to how this is going to change? How does the body? Is","It was a cold, wet night. We were driving. We were going to New York. I was in New York. It was a very cold, wet night and it was early. We were","I'm sitting here. I'm going to go to sleep. I'm tired, it's 11.00 in the morning. I'm having a very bad day. My wife is","I am looking at the computer screen. I am at a coffee shop with my family. I'm trying to get a computer on the Internet. I have two daughters. I'm goi","I know why I'm here. It's about what happened to me when I was a kid and my father had a heart attack. I was 11 and we were out on the highway.","And you're still having fun here in this city? Yes, I think so. It's very beautiful, the city. It's a very beautiful city. I mean, it's very nice to","and it's been a year, it's been over a year now, since my dad died and it's still so fresh. I mean it's like it's really hard for me to think about","you know, I'm 30 years old. I'm a mother of two children, 2 and 6, and my husband works in the bank, he's a manager. It's","I think that I'd like to be an astronaut. I don't know, but it sounds interesting. But I can't really afford it, or really pay for that kind of thing.","I'm not sure what my future will look like. I know that I want to get into the health professions, but I don't know what exactly that will be. I'm not","I know. I was thinking about that and I'm like, yeah, I can't afford it right now. But if it were on sale and I had savings... I have money in the ban","[T]here's the [unintelligible] that [unintelligible]. It's not going to work, there's not enough [unintelligible], you're not [","And we're going to be looking at, like, different kinds of food, and you have to eat them and you can only eat them one at a time, and you know that's","a friend, yeah. Oh, yeah, I know her. So we're just talking about... just talking. So, it was really kind of, I don't know, it was a little","and I've seen some of the photos that I got from the people in my family. There's one of my grandfather that I have on my desktop, you know. That's re","there was a guy that I met in a bar one time. He was a college student, and he had some sort of...he was sort of...I don't remember what his name was.","and it's just a whole lot of things. It's just like, well I guess if you were going to build a house, you'd do it this way, right? It's just you","you have a good grasp of the issues here. And I've heard you talk about how there are a lot of different things going on with this project. There's al","there's no one for me to talk to. I mean, I don't have a close circle of friends. I do have some people, like people at work. And that's probably the ","the idea of a group of people in a circle, and then they're all just staring at each other and they're thinking about it, and they're talking about it","I'm just saying that the only reason people think they need to have a job is because they feel like they need to pay for their own medical care, and t","I want to live in the future. I want to live long. I want my kids to grow up. I don't want them to be a single person. I don't like single people.","the first thing I'd like to say is that I think that the whole idea of getting rid of all the animals, I think that would be a very bad idea. Because ","the book I'm working on has a chapter on how to help parents learn their children's language, so I'm really interested in all this new research on how","the worst part was when I was a student and my classes were very heavy and I didn't get any time to study and then I had a job so I had to go to schoo","I remember this book called, uh, a book called 'How to Sell to the Chief.' And I don't think they gave me that book when I went to the, to the school,","I don't know if he's going to show up. I know that he's going to go to the funeral, that's for sure. But I don't know who else's going to be","I think the question is, how are we gonna... we gotta... well, we've gotta come up with some, you know, we've got to come up with a project proposal. ","I'm going to write it in a notebook. You know, it's been 10 years since I last wrote a research paper. I've always been a teaching-oriented person. I ","I'm a young woman, and I've never been married. So, what's it like to be a mother? Well, it's been an interesting experience. I have a two year old,","so if you look at it, this is kind of a step forward in the human condition. It's kind of a big leap forward for us, because it's the first time that ","and you think about it and it just seems to come out naturally, it comes out of you. And you get so involved in it. And I remember when I was a kid, I","my mind is always busy thinking about stuff. I'll just keep talking. It'll be long. I can't really stop myself from doing this, but I don't know why I","[I have been] thinking about what I'm doing, and what I've been doing for a while now, and also...and also that I've been thinking about how to...what","[thinking] about a guy that I had a crush on at school when I was younger, I was like 13 and he's now a friend of mine. I got to see him at","and I've got this whole bunch of things going on with work and I got this one class, and I've been working a bunch of stuff so I've had to really adju","I got to think about, yeah. I got to think of the first time, I did an internship in an emergency room, and I, I just didn't know anything about it. I","you know the one I told you about, I think I had said something about the, it was in the movie, in the movie like they said, well, I guess it's kind o","and then, I really would be, I really do want to get my degree, so I know, you know, I think I would like to work for some sort of environmental consu","so that would be like...maybe I could just make a new kind of book, or something, just kind of a different kind of book that's kind of not that common","we have a project that's going to be on the web, and so we need a couple of people that will go and do the survey of like the sites and, and like, com","I'm reading a book about the history of the 1950s and I was surprised how much it was based on the Korean War and on the nuclear threat and so I'm thi","So, I guess I'm just trying to get through this session, so that I can get on with my other stuff, so I can finish the paper. It's kind of, I don't","I can see this in the future, we're going to get the first image of the surface of Europa...in a few years. We've just started going to the outer plan","and the guy just doesn't know it. You know, in some ways that's the problem with the Internet and all of that. It's just that you know, if you think a","what are the good things about being married to a woman who is 40 years younger? Well, I guess the main thing is that, you know, it's like she has thi","well, the other day I was at the supermarket, and this young man was helping me to put these groceries into my cart. And he said, 'Okay, what can I ge","and I thought of the guy who was walking into the river. He was wearing a helmet and a life jacket and had a canoe or something that was made of some ","and then, the thing I'm really looking forward to, which is, you know, is the big holiday party. They'll have, you know, there's the big, you know... ","and he's on a...a little bit of a vacation...a little vacation from the whole...the...the whole...the whole deal. He's on a little bit of...on a littl","the guy in the bar, yeah. The guy that, he's been on a lot of different boats. He's been around the world, I think. I think he's been around every con","and there's no, no, it's no problem. I think I was thinking of a guy's name. I was thinking, oh yeah, I was thinking about the guy that used to drive","the second one was the first one. And I had a little girl, my little girl. She was...I think she was eight years old. I was in the Army. We went into ","I am listening to a speech about the importance of learning a second language and how the way you think about things changes when you do, and I'm sitt","I can't even think of my name, my name is, I can't think of it. It's just, it's just like the first thing you would ever do if you were asked,","a man and his daughter and his son. The man is a scientist and he and his son and daughter are working on something together. They have some big idea ","I have the impression that the two of us, with the four of us, it's more or less a big family, the three children. That's the big thing. There is the ","I've heard some of your stories, and they've got to be true because of the way you tell them. You're a pretty good storyteller. You don't say anything","the cat that used to live in my bedroom. It used to be a pretty little orange cat that was really cute, but it was really mean. It would get on the ta","And so, I think you're supposed to do the same thing with your life. Like if I were going to get a job, I'd go to all the companies and interview at a","the cat's a cute little thing... he's cute, that cat... he's got a little ball of fluff... he's a cat with a ball of fluff. I know that's","you can see that the other end of the hose has a water balloon in it. I guess, when you're doing it, you don't really think about that. But you just k","the reason for that is, I think, that my husband is a little more active than I am. I'm not as active as he is. I mean, I walk, but he runs.","I had a very nice day today, just being a part of my work team. We were just out there, and we did a lot of things, and I got to get up, and do","you know, you know, I like to think that when we are born and when we die, that there is some kind of, um, like some sort of a computer that's kept tr","I'd like to play guitar and sing a song. I'd like my guitar and I'd like some of my friends that like to listen to music. I'm a very good friend of a ","I was at the University of Iowa. I was at the Iowa City Library. We were looking for a book, a book on a certain topic, and we found it. The book was ","and I went up, up, up to the highest part, which is in the middle of the mountain, and I took a little piece of a rock and I took it to the mountain t","the first time I heard a record, was the first time. I remember going to my grandparent's home, and there was a record player in the living room. My u","what's the difference between being awake and being asleep? ...I think it has something to do with whether the mind's on the inside or outside. You kn","the world is beautiful, and you should see it, and if you can't see it, then you should write it down. This is what the poet's job is to do. The poet'","it is very good, and it's the best part of the work, because you can do this kind of work very easily in the night time, when you are not supposed to ","I am very pleased with the results of the first two studies. In each of them the participants, through their free associative behavior, produced a suf","I had a little story in my mind. It was about a guy who had just taken the oath of allegiance. And he was sitting in his office and the clerk came in ","I have two children, my son, my daughter, my daughter. My daughter is a freshman at Georgetown. My son is a freshman. He's not here. My daughter is on","you're right, we're still here, we're not anywhere, and so now, the problem is to go to a country, and to stay here in Canada, so, we have to go","I have a lot of money. I don't have the money to put my kids through college. I have a lot of kids, so I'm going to have to work part time. I've","I'm not sure what it is. I have a little bit of money, so I have a decent little apartment. I've had my own apartment for a couple of years. I've got ","I'll be out of my apartment on Monday, which will be the first day of the week, I'll be driving. I'll be going to the post office and the bank and the","I'm talking to someone. I've just talked to someone. My name is Jack. I'm talking to you now. I'm Jack. I've got a job. I'm 22","I feel a bit of a jerk, I have a bit of the flu and a bit of fever and I don't feel well. So I'm feeling a bit under the weather. I think I","I am lying in bed, it's very hot. And I'm just sitting here with a little fan, and I've just got this new kind of fan. And it's a little fan with","And so, in a way, I'm seeing the same thing again, but with a different name. In a way, it's like an echo of the song. I guess it's not really","I don't really feel it, but I'm starting to have a little bit of a tingling sensation in my feet. I don't know why I'm doing that. It's as if my","the [feeling] of being inside yourself, that's what it's like. You feel like you're inside, you feel like you can touch it. But it's also a bit of a","I'm just looking for things...I'm looking for things. I'm looking for a place. I'm trying to find it in this room. I'm in the room, in the center of","I have an idea that I want to try, but I'm not sure what it is. It's like a sort of idea that I have, but I can't quite articulate it yet. It","the mind is so much more powerful than I had ever realised. It is a completely different dimension. It is not a linear dimension, and that's what I re","It's been a long time since I've done that. You know, when I was in the Navy, when I first got to the United States, I was going to school, I was stud","[thinking about]...you know, I've been thinking about this idea that when we die, what is it that we are? What is it that really is? And I've been loo","what does it feel like when a man falls in love? Like, if you're falling in love and you're thinking about it, and you're not trying to make a decisio","I was reading a book, the title of which I forgot. It was a book about some philosopher or some great thinker. But he was a pretty interesting guy, an","I'm not sure if that's a problem or not. It's like a thing that you just have to deal with. I don't know if there's a solution. I don't think there","I'd say about the same age as the lady, but not much older than the woman in the picture. You know, it's hard to say. I'd say she's about 70","and then I thought: do you remember what you said the other day... about the book you're writing? About how you thought about the whole thing as being","and that's the thing, though. You know, and that's where it gets interesting. It's like, if you look at the history of art, it's always been like that","and if I could come up with a little idea for a new computer game, or something like that, I might just go ahead and make it. But I've got this game t","The 'convergence' is something we're interested in. A convergence between different fields of knowledge, or between different approaches, or between d","if a human being has the ability to think about their own thoughts, then we can say that they have a self. But what is the nature of self? We can say ","and in the first place it's all very abstract and then in the second place it's very concrete. And you know it's not exactly true that a mind is abstr","and you have a problem with that, because the computer has this notion of what a man is, but the computer does not have access to a real man, because ","I'm not saying this is the answer, but this is what I think. What I am thinking now is that maybe you could ask them to go back to the beginning again","I've got the word 'problem'. I don't know how to define that. I'll think of some problems and I'll see if I can define 'problem' in that light. I'll","so what I'm looking for is an explicit, maybe not mathematical, maybe not logical, but something that can be written down, or at least defined in a wa","the best thing about it [the lecture] is that I can understand the details. But what I can't understand is how we came to be here, how we got here, ho","what happens when I'm lying with closed eyes and I'm thinking. Is there a thought that is unfiltered? Is it just the content of the thoughts, the lang","what's the use in me being here? Why are they making me do this? I have a problem with authority. It's one of my fears. It's part of my personality, I","I was thinking about a particular person in my life. A very close friend who I have known for a long time, and I was wondering what his or her thought","I want to take a breath of fresh air, go out into the garden and be alone with God and not be in this room with these people that I've come to know an","and in the middle of the night, it's very hard to fall asleep. It's hard to sleep at night. It's the same thing that's happening in the hospital. You'","I think you could, but I'm not sure. I don't know whether I would want to, or not. I mean, I just think that there would be a certain amount of concer","I would rather have my hands tied to me than to have to choose between myself and the other. I'm not willing to have a choice. I don't want to have to","I was going to be late. I don't know why, I was going to get ready and I was going to sleep. I don't remember the day I did that. I don't remember","this is the big thing in the world that has changed our lives, right now. I mean it was big in 1953, when I was 17, but it's even","[I]t's like my head is a machine, you know, I think that's the way it is. So that's why I'm doing it, you know. I think that was","I've had a number of things happen in my life in the past, but it's hard to keep up with all of them. My mind has a way of keeping track of things, bu","And I have a feeling that if you were to give a poll to the people who've been to this show, or to the people that've been here, there's a very high n","and the world is such a nice place to live in. I mean, it's very, very peaceful and all of these little things that are going on in my head. You know,","that's right, I'm sitting here, thinking, 'What can I do, to make my mind go back to this place?' Well, you know, the way I started thinking about thi","it was a very, very pleasant morning, and I was up very early. I was really trying to get the car started in the morning. I had been trying to start i","And I'm still working on that poem. I'm still thinking about the poem. I mean, I want to get that out there, too. And I don't know, I don't want","I have an idea about the program. I think I need to get back to the computer. I was supposed to have finished that program, but I've been playing with","I'll be over by about 1:15, I have to pick up a few things. I'm not sure about the weather. I'm going to make a cup of coffee first,","okay. I know. Okay. So then we get to the end of it and you're like, okay, what happens now? And then they have like a question to you, like what you","you don't know what the day's gonna be like and then you just kind of wait it out. You go, 'I've got to get my kids to school, I've got to take","I'm at the dentist today for a tooth extraction, so I don't have a job right now. I have my job back next week, which is a good thing. I've had my job","I'm on a boat and I'm getting on the boat and I have a whole bunch of stuff I wanna take up in my car. And I'm gonna have to do a lot of loading and","I think it would be really great to go out there and buy a 20-gallon drum and fill it up with ice water, and then we'll keep it in there for a couple ","the thing I like about a TV show, it's really good is if it has an ongoing story and it's not the whole season's going to be about that story, it's go","and I'm getting kind of tired, I've got to get some sleep, but I'm not, I'm still here and I'm still awake and I'm not tired at all and I'm","I think that I need to go home and take a shower and get a better night's sleep. I know, it's been a while since I've had a good night's sleep, and I","you know, I was at the movie theater with my wife yesterday and, you know, the kids, you know what I mean, they're so busy texting each other, you kno","the big ones. I guess this is about the time of the year when you start thinking about what you're going to do, right? You start thinking about this, ","I think if I got a job or something and it paid good money, and I made a lot of money, I could probably afford a better house and have some good stuff","you know, that's what the next 3 days are going to be about: we're going to have this long, long night, and we're going to go into the morning, and we","and, I was thinking about going to the bookstore. The bookstore has a new line of books coming out and they are all in their new little, blue and oran","we had a new person. It's been a while since we've had a new person. I don't know if I remember what she said, but it was about an hour. She was on","I'm really into the whole notion of using a computer as a tool to make sense of the world. And that's really where my computer use is headed. It's rea","I've seen an interesting paper on how people choose their last names in America, and I think it's fascinating. I've always wondered how you chose your","and so what they say is they're going to have a conference next year and that they're going to make a list of, like, how many people are going to be t","And I started thinking that, well, one of the problems in the 90s is the fact that we didn't do anything for the kids that were in our program, you kn","we are very much concerned that if you get into the business of paying to provide the data and information, if you have the data in a private firm and","the weather is not a good indicator, so to speak, of how we feel or how we think, and there is some data that suggests that, but there is not a lot of","and this is, like, the thing about, if you're going to be in a space where you're working with people and you want to be in an environment where peopl","the problem was that I felt like I was not really clear on what the expectations of this sort of thing would be for this sort of task... And I didn't ","it's sort of the opposite of that. I just think that's sort of a big question that we have, like how much can you trust in people's memories. Like I w","so I'm just kind of, I guess I'm a kind of a pessimist in that way. I think about it, I'm not sure how much people like that do. I think that","it's been a little bit of a while since I had a long conversation with a stranger, actually, like a long conversation where the other person wasn't a ","I'm kind of thinking about how the human brain works. I mean, it's really, really interesting. The human brain works in such a way that you have the, ","I'm going to go and start my own company, which is one of those things I've always wanted to do, and I've never really had a chance to do it. And I've","the thought was that, if a person was given a choice between, say, a dollar, versus, a lottery ticket, the lottery ticket is going to have an average ","this is sort of like when you get up in the morning. You are not in your 'regular' thought pattern; you are in your 'spontaneous thought' pattern. And","I think of it as like when a child is looking at their mother, and the mother is standing in front of the child and the child is looking up at the mot","and then there's this thing that I'm writing. I've been writing a lot. And, and I keep writing and writing, and then it's sort of like, this is the fi","we are very lucky to be alive right now, because we have this privilege of seeing what's going on in the world and to be able to understand it. We don","the last two lines were for you, but the rest of this is for everyone: for everyone who is here, for everyone who's going to be here, for the people w","[I] can't remember how to say that. I can't remember the name of the city. And so I've got to make a note, because I really do think that the word I","I was looking at some of the words you just wrote about what you were going to do with the kids. The word 'food', and I thought, 'Why food?' I guess '","[t]here's a woman in the store, she's looking at something, it's a baby thing... but it's too big, and she's looking for something, but she can't","we can do it like this, you know? We can do it in the way that we would do it if we had a normal room and a normal table, but we would put this in a","And then I realized that I had no idea of the length of my life, and I didn't know if it was going to be short or long, and then I started to think of","there are all these people, who don't want to leave the country, and then the people, who are going to leave, and who can't, and then there are people","I think it's kind of a nice thing. I mean, it's not just a nice thing, you know, it's a very, very good thing. It's something that the world can","and I'm not sure if I'm going to get into it. I don't really know what the law is. I'm not going to try to get involved in it. And I'm just","there's a couple of people who are talking to me about the idea of a different kind of test, a non-conventional test for students that will get them i","and then I'm thinking, the next thing I need to do is to try and find something for the next test, a question, or something that would be interesting ","I think that's true. I'm not sure I believe it. But I think it's true that, in order to learn to be a good leader, you have to be able to take some","this is the kind of thing we're trying to get at, as scientists. You have to think of yourself as a scientist. You're a scientist in the same sense th","and a man was standing in front of me in the field. The man was wearing a suit and a tie. I could hear the voice of the man in my head, talking to me,","and I was looking at these pictures and I realized that they're all black-and-white. And I thought, 'Well, that's really kind of strange, you know,' c","I am still thinking about this... the light bulb. [a light bulb, on a table, which is an image on the screen] Yes. I can't tell if it's a light bulb","now you can hear what's going on in the brain... the brain is constantly producing information about what is happening in the world around you. The br","I'm sitting on a stool with my feet on the floor, I'm in a dark room... my eyes are closed, I'm saying to myself... I'm listening to this recording ri","I was thinking, I'm doing a think-aloud study. And I've got a monitor here, and I've got to think of all my thoughts as they come to me. Now, I","[the speaker] sees a small blue circle on his computer screen that seems to be moving toward the middle of the screen. At the same time, the speaker's","we could do a good job here with a bunch of people sitting around and they could use our cameras to record their own thoughts. Then we could send that","the next step, and maybe this is the same for all of them, would be to find out, then, which of these parameters are important, and then, maybe, we'll","that's what you mean by it, it's called the 'noticing' the thing. But the interesting thing about the brain is that it's not only what it does, but wh","a lot of people and a lot of different kinds of people. And what's really interesting is, just from my own experience, that I can come up with a lot o","you know I think my main interest is in the psychology of how people learn, or what kind of learning methods are effective or how people learn. And th","[t]he word that keeps coming back is 'dark,' dark. It's dark outside, it's dark inside. There's some dark in the world, some darkness in the world. It","So the point is that you know that in a lot of these areas, the development of the field is very rapid, very fast, but that's not always the case. I t","I've been thinking a lot about the question of death. How does death affect one's attitude and outlook on life? Well, I think there are two main types","I'm very interested in the history of this stuff and also the technology of the stuff, and the future implications of the technology, because it's a k","and it's not the case, but it's the case, and the case of the not the case is just as important, because the case of not the case of X is just as true","and it's a sort of thing that's sort of the way it is... you have these things in your memory and you don't know when you are thinking about them. But","And I think it's really interesting when you're trying to do something and you're trying and you're not getting it, and then suddenly you get it and t","the things that are in front of me, I can't tell you what's in front of you, what you think about. ... I think about this person that I know very well","I have a lot of projects... I have this project of my own and I want to write the book about it, but it's not going to be finished, because there's al","and I think that I have to get a better grasp of this, the way the world is actually working, because it's not just the way that I've always been taug","and then in the end there'll be no more. And so there'll be nothing. And so, you know, if there's nothing, it'll be like, there's nothing left to say","what the fuck are these numbers for? This is like the 5th time I've been here and I still don't understand. I mean, I know it's supposed to tell me wh","(a) good (b) bad (c) good (d) bad (e) good (f) good (g) good (h) good (i) bad (j) good","The game is over.  What a game.  So what happened?  That was the problem.  How did this happen?  A.  Was the problem always present?  The problem","you're going to die. I'm going to die soon. I'm not going to die before my time, right? No, I am. You're going to die first. I'm already","I'm thinking of the big house I used to live in, which has now been divided into little apartments... I'm thinking about what it must be like to live ","a good old-fashioned newspaper story...The old-fashioned kind that doesn't have to be published or broadcast on time. It can take as long as it needs ","you know that in the beginning of the '70s I used to work as a freelance journalist, and I would get these calls and I would write them down. I was qu","And then I said to the woman who was waiting to get into the elevator that I was a writer, and she said, 'Oh, you're a writer. You must have been a wr","and I think that we're in the same boat. That we're going to be able to handle this thing. I think that it's going to be all right. I'm not going to b","and you know I am going to be late, and I have a lot of work to do at the school. And I don't think I will be able to do it, because of the fact","we've got a problem with a big building here in New York City, and the problem is, they've got a big building with a bunch of little offices, and a bi","I have this book that I have to go back and read again. I have this assignment in the book and I'm supposed to do this project on the second assignmen","that's what I don't understand, how do you decide who to accept and who to turn down? How do you decide? How do they decide? How many people get turne","I've got a car accident that's happening right now, and there's a guy who's sitting in the car, and I'm getting into the car, so I'm like, I'm in","this is all just some stuff that I've learned on my own. I learned how to do this, and this is the best I can do, but there's a whole lot more I want ","there is a lot of noise. There is a lot of people. A lot of noise, a lot of music. I'm trying to think of something, but it's really hard. I have","I have a car accident and my car gets destroyed, and then I just, I just want to start over again. I don't know, I don't care about the future, I don'","you can see if you make a circle around it, that it's got a little bit of curvature to it, but not a lot, and it's also, um, it's also got,","oh my God, my mom's got to get her ass into gear and get me a job, she's so irresponsible, and I'm gonna have to write her a check for the apartment r","And I got the phone and I said, 'Hey, uh, yeah, I got a problem with a computer' ... And the guy says, 'OK' ... And I says, 'Well","I don't like to use the words 'sinking feeling,' because I know, that's not what they meant. I think they meant like 'feeling.' I don't know why I'm","And then you go to bed, and you try to sleep and you just keep thinking about it, you know, and you're awake for a while, and then you kind of drift o","I don't know why, but I can't really get it, so I just go on and on. But I'm thinking about a movie. And I'm watching one of those movies where it","I want to get a book on my own. I'm not gonna get one of those fancy ones that's full of pictures and things. I want one of those ones that's like a h","there was a woman there and she was like... she was... she was like, she's got like a long, long hair and she's wearing a... what's she wearing? A lon","the night I had an accident ... and I was driving out to the desert ... and I think that's why I don't remember ... I don't know. I don't, I don't wan","yeah, uh, but, I'm glad you asked about, uh, you know, the reason why you ask about that is, because I just remembered something I told someone about ","this one is just a little bit more on the personal side of things, like a little more like, well, you know, a lot of stuff that goes on with, like, pe","I think of my mom. I think of her last year, she got sick, and I didn't see her a lot. And she was so sick, she was on a bed, so she","the things that I'm really working on are, I mean I just finished a book, it's my first book, it's a collection of poems, it's called 'A Girl Like Me'","[I]n the beginning of this year I read this book by a German writer called a ... [E]instein. I don't remember the book now ... it was about Einstein a","and I'm going to do a presentation on the role of the woman in the family in the first stage, the second stage I think I'm going to talk about the rol","a couple of days ago we had a very nice talk with a student. And I am very fond of his work and his ideas and he is now a part of the group of people ","we could do a lot better in teaching our students how to do this, and to make this more important. The teaching is done by the teacher, who explains t","it's the same thing. If you start the thought that you want to be a writer, then you're going to make mistakes. In fact, when you say 'I want to be an","I'm thinking about this experiment here, about how you do it. And how do you do it? Well, first of all, you have to have some sort of theoretical basi","if you have an idea or a feeling, you can simply express it out loud. You can ask for the expression of an idea or feeling, or you can simply ask for ","and this is the picture I was trying to make, to show you. So, I'm saying it's not a bad way of doing it. Well, I suppose it is a bad way.","now we have a couple of things going on at the same time. We're doing this experiment, and it's a bit more complicated than you think it is. What are ","I'm looking at a line. A line of dots, maybe. Oh, it's a line of dots. A line, with a dot here, dot here, and dot here. And,","well, I don't know, I was thinking of... well, I'm not sure how to explain it. I'm just thinking of something. I think of how long I've been writing f","okay, so we have the 55 and 54. 53 was about 67. 51, 52. 52 was 56.","I'm going to get up in a minute. I think I'm going up the stairs and then I'm going down and up again, I don't know. I'm going back and forth.","And the other thing was that I had a headache today. And the other thing that I remember, I didn't go to a meeting, I didn't remember having to go to ","I don't know if you've seen them on the Internet, I'm trying to think about...that's what I was gonna say, that's what I'm thinking about, is...a...","and then I think, I wonder what you're going to tell me to do about the email. And I think, well, you know, we're not getting along because you're tel","I mean I guess this is how it goes, like there's a little bit of a middle, I mean, I guess, that's what I mean, this middle section of the brain is ju","you know you can't just make it up, it's a bit like you know like, like a movie or like an episode of something, you can't just write it out or make i","and what I was saying was, I guess it's like, I mean, like, I've always kind of been kind of like, I don't know how to put it, but, like","so I'm thinking about the other things I want to talk about that are on my mind right now, I'm thinking of... the whole thing with my girlfriend and t","the guy said, you know, what's your opinion on that? And I was thinking, oh, this is not a good question. It's kind of an opinion that I could have, y","a new development of this sort, in my view, is that there's more, uh, more, uh...there's more of a focus on how the brain is thinking in terms of thin","And then I'll get to a point where I'll say, 'Hey, let's start a new one,' and it's the same way I started the old one. I didn't have a","I just had a thought, I was going to make a list of all of the people who've helped me in this project, or who have helped me in the past and just to ","and I think the way that we really get at what we think about something is by what we actually do. I mean, I'm doing things right now. I'm not even wr","and the first one is, what's the one thing that if you do that, I'm sure we'd have a very high degree of confidence that this would be true and you co","there's a lot of people who are taking out money from their retirement funds and investing it in stocks, and it's not clear to me what's the advantage","I'm on a diet. I have a low calorie diet. So I've been working hard on this diet. And I'm really pleased. I think I'm going to be okay. But the","a bunch of other people, I'm not going to go into what the group is doing, because it's very complicated, it's very technical, it's based on a lot of ","and I thought of the fact that I had the first 18 months of this year and I was, like, what do you think about what you were doing last year, and I wa","The world is like a book. The most important thing is not to read the ending. I always like to have the story going. It's not just a question of tryin","the people of this place, you know, people who, the way the people are in the city, I've thought about the people. The people in the city are differen","And then they'd all go up in smoke, and then they'd start to grow. And they'd just be really tall, like in the book. And then they would all be like, ","the first part is just what's happening right now, I mean I'm sitting here and my eyes are closed. My head feels sort of like it's not all there, it's","and that's it! That's it! The whole thing is one giant pyramid, right? Right. But I want to make the base big, but I want to keep it simple, but I","you know, like that's why I never eat peanut butter with my crackers. I don't know, it's just a bad idea, I think. If you eat peanut butter, you have ","I'm thinking about a conversation I had with someone. They were like, you know, you have to be careful if you go to the city because you might be atta","that's what I'm saying. It's like we're the same. We're like a cell and we're just the cell. And so there are like things, like what happens to you if","I am lying on my back here. I think I am wearing some kind of clothes, it's been a while. I don't know, it's all a bit cloudy. I don't even","we're talking about the situation right now, right? Right now we're in this little room here, and we're talking about it, right? It's in this room, ri","I'm really annoyed I can't get that part to work. I know you said that the program would give you a file. And that would be on a floppy. And I haven't","and there's a problem with the old house. The old house. That's the one with the big trees outside. I mean the one with two big trees outside, that's ","and they'd have to have to go through a lot of training, and there's a lot of people who could do it, but who couldn't do it, because they couldn't fi","I have a lot of thoughts. They just pop up out of nowhere. And I can't think of anything. But then I'm sitting here with a blank mind and a full brain","a big black cat. A big black cat with a long tail and a big green eye. A big green eye in the middle of his face. Big green eye. I have a big green ca","The woman on the other end is laughing and then she says, 'I love your shoes'. She said, 'They're so beautiful and the little gold things on the back,","and I was thinking about... my grandmother's necklace. It was the last thing she had. She just lost it a few weeks ago. I thought... I wish she could ","what's that? That's a car, and I'm watching it, and the back windshield, the back window, looks like a picture, and I see a picture of a boy, a little","I can't get the hair on my arms. I had to shave them. I got them trimmed last week. And they're kind of short, but they're kind of hairy. It's kind","you know how when you're playing a video game or something, and you're in a car, and there's an onramp, you've got to go up it, and it's kind","I'm trying to figure out how to get rid of these stupid crickets. I have a box of them in a corner, and it's annoying because they keep popping up and","I had to pay $15 for the hot dog. I forgot to bring cash so I used my credit card, but it only worked on the grill. I had to bring a box over and","I have to think about what I'm doing right now. I think I'm on the wrong street. I think it's the wrong street, the wrong house. I don't have time to ","and it was... well, it was... a bunch of people that were... a group of people. I'm trying to think of it, but I can't. I'm gonna have to...","I've been thinking about the whole time we've been here. Like, what were you doing when we went on the tour? Was I with you? Because I think you were ","It's not just the phone calls and that. But then, I didn't know anything about it when I was on the phone with him. I knew I was supposed to be there ","[I] was thinking that I might as well just get that over with, so I started looking at it. ... [I] had the idea to do it as a project because I though","I want to get some ideas on how to do this, so I can see if they'll work. I don't want to get stuck with too many. I think it's going to be a","And I was thinking about how much easier it is to get your head out of your body if you just walk around for a while and then go back and get a cup of","I'm reading a book of quotations, I think, but I don't know what it is. It's called I Know Why the Caged Bird Sings. I just finished reading the book.","And this one, this one here: 'How do you know that there's such a thing as the number 1?' How do I know there's such a thing as 1? I know","And then a big, big tree came up, and a whole, a whole whole forest came up and that forest was not just one kind of trees; it was all kinds of trees.","it's like we're all moving into the city, and you're going to be in a different house in the city, you and I and your daughter. And you're going to ge","and so then he just sort of like got up and sat down on this side and then he sat down on the other side and then he got up and went over and sat on t","I'm making a lot of noise. I can't think about this, but I'm going to try to do it anyway. It's hard to think, it's hard to hear, you're","It's a thing to have an eye, that's all I can say. You don't have to have a real eye to see. That's what my mother says, that you can see with","it's a very, very funny book about the beginning of the universe ... so it was ... uh, it was a, a funny story about, uh, the beginning of the, the be","and then he's standing in the doorway. It's a doorway, the door is wide open. He's in a brown suit, a brown suit with a little black tie, and a little","a new thing... a new thing. New... new... a new idea, a new idea. That's all, that's all, nothing. A new thing... new... new... I see","what a wonderful way to begin! So, I am the narrator, and I am just a narrator. There are all sorts of other characters, but I am the main one. And so","that's where we were yesterday. Okay, so we're back at the same place, just the way we were yesterday... what are we going to do today... well, we'll ","So we don't have any more of them, I don't think. We've done all of the...oh. We had a question about the time line. Well, it's...there's","I'm very hungry. I'm going to have a sandwich and a glass of wine. And then I'm going to read a book. I've got the book by the door. I can't","and then you take your shoes off and get out of your jeans and then you go over to your bed and you take the top off the box that you take your things","you know, and I'm sitting in my chair and I'm thinking about the car... that I need to fix this car and I need to get the jack off, and I have the jac","the lights were going out, and it was getting very dark. And, you know, I was sitting in my room and I'm thinking, 'This is not good.' You know, 'What","[t]here's a new movie that just came out, I don't remember what it's called. [It's called] 'The Dark Knight.' And it's a Batman movie. It","I guess that's kind of like, you know, I remember watching a show with my girlfriend where they had, you know, the dog was supposed to be the dog, but"],["I had to pay the telephone bill. I have to pay the bill for the house. I can't remember the name of the man who gave me the telephone bill. It's alway","that's what we need. The big thing is that we need a good leader. We need someone to take responsibility. I mean, that's the problem with a lot of peo","I'm just curious about what you would do. If you're the kind of person who would have done this kind of thing, if you were the person who would go bac","And you know, I think about the other students, too, and I wonder what their thoughts are, too, you know, like, 'You know, I wonder if they think like","you know, I can't imagine what it's like to be a human. I mean, if you look at it, how many years are we on this earth? You know, what's going","a lot of times I can remember a little bit of the situation, what they said, but then the words don't really come to me. I'll get to the point, and th","and that's what happened when I had a cat. ... And so I was in the hospital and the doctors were worried that I was going to have a stroke and they ga","I'm just talking about the 1820s or the 1920s, that sort of period where it's so bad that it's just going on. And what's","and I don't want to, you know, make a mistake in my own family, in my own personal life. I have two kids, and I don't think they've got an example in","I had to give the patient to his wife... and he told me, 'You've got to give him to my wife.' ... It was a long, long way, but it was a very","we have a new car and we are going to have a party for the kids. And we're going to have them come and eat our food. We have a lot of friends. So, the","you know I'm not doing so well, you know. I'm doing okay, but I'm not really doing so well. I mean I got a good job. It's been hard to get","I'm going to have to find someone that I can trust, to talk to. Because I know what I'm going through, and I don't think they're going to believe me. ","so I was wondering, if I had a different job, could I get a different insurance plan? Like I don't want to have to pay for this stuff when I don't nee","[P]laying the drums, uh, for the, for the people at the hospital. And, um, we're going to be there this, this coming Saturday, Saturday the 1","it's funny how this whole thing with the weather has sort of just come about. I was talking to somebody who had said that they had seen an article or ","and they'll come and look and say, 'Look what we did. Look what we did.' I'd like to have a camera and film the whole thing. It's gonna be the first t","[this] is going to be the first time that I'll be going to a very, very old country. This is going to have a big impact on the future of me as a perso","we have been here a week now and you have been doing well...I don't know what else we are going to do now except just keep going...it is just like the","and then that's what we did, is that we basically just used the two programs that we already have to the best of our ability, and we didn't do much of","And you know, when we were in high school, I got married. I got married to this woman that I met, she's an attorney. And then we moved to San Francisc","yeah, so like in the... in the last month, the first week, I was kinda really busy with my internship, and my friend came to visit me, and they were l","what I was saying before was the other person's work, I'm just, I'm, I'm a teacher in a high school. I work with high school students, and I, so I","I remember I was at an interview, I was being interviewed at a company, it was an engineering company, I think I was at one of the engineering compani","and so I got this email and I was wondering if you had received it by now. So that was like, you know, my boss. So I think there's an interview schedu","yeah, so, uh, I guess it's like, you know, I'm just like, I'm going to have this conversation with, like, a woman who is in her thirties","and then I realized that I had just realized that I didn't have the answers to all the questions that I asked, and then I asked myself, well, why woul","and that's when I'm at school. It's like this, it's like, I can't really, I don't have enough time to think about things. So, when I get home","my friend was asking me to write an article, and I was thinking that I will probably not do it, because I feel that I'm not very good at it. I don't h","so, what happens is that I would sort of find myself in a situation where, like, I have to write a report or something, and then it's like, 'oh yeah, ","It was in the seventies that I was working for the R&D group at Xerox PARC. I was doing an analysis of their technology and the market for it, and at ","And if we look at the way in which these questions arise, the way that they relate to other questions, the way in which the questions are answered, th","I am thinking of the way that in my professional life, I have to think about people with whom I communicate, as they have been trained, or are in a ce","and then if you look at the actual data set that we've collected, what's happening is that the data are coming in at a very high rate, they're not com","I'm a bit of a loner. I like to be alone. I'm not very good with groups. I'm more of a one-to-one relationship. I like one person, I like","and, and the most interesting thing for me, you know, in the past year is this idea that I'm getting closer to being a better writer. And it's very su","a person who's been diagnosed with a brain tumor and the tumor is growing and is going to eventually be removed by surgery, it's a big issue for the p","I'll get up tomorrow, I'll wake up, I'll get up and I'll go to my work, and I'll probably meet an interesting person at work. They'll say, 'Hi","So the fact that you're not using it for anything else is not something that I'm aware of or it's not a conscious thing that you're thinking about, bu","I've done this before. I know how to do this. And I've done it several times. I've done this. And the only thing that I'm worried about is just whethe","what would you do in this situation if you were in a position to help them? Would you be willing? How would you do it? What do you think it would take","and the next day, I think, it's like you would want to make sure that the next day the system is up and running, that there are no bugs that are going","And I would say that's going to be a nice day in my life. That's what I'm going to do today. I'll go to the office, I'll sit down for a couple","It's a good question. The last one was a question about whether I was going to have any meetings today. And I didn't think that I was going to, and th","I was thinking about my mom, my mom's birthday is coming up, I should get her something, I've been thinking about it. I've been planning, but I haven'","and this is what I thought of as I was driving. I went in the car and I was going to a meeting with my boss and the first thing that occurred to me wa","I have an idea. I should say, 'You know, it's amazing how fast things change in the news.' And you have to keep up with the news. I'm always listening","we have an argument with my friend's girlfriend, he wants her to go on a date with someone, and I just don't want her to go with someone who is not qu","so the other one is just like the first one, and you know, it's funny because when you're getting ready for this interview, I know how you said, you k","I was just going to say that, if we want to know how a society is going to evolve, the best way would be to look at what they've already done before. ","so the problem is that there are all these different people in the world that have their own culture and their own way of doing things, and some of th","a lot of the same people, because it's a community. We can see it, right? We have a lot of overlap of the same family members, because it's... I mean,","and then there's the 'you have to have a high school diploma' rule for becoming a lawyer...that's a little strange...they want a lot of things for you","we're just so focused on getting into these programs that we forget the basics of why we do research in the first place: what can we learn from the da","[I'm] not sure how to write about the work, because the work itself is very specific, and I don't have a lot of experience teaching about the work its","I think one of the things that the cognitive revolution did was that it pointed out the difference between what we know about how people do and what w","my wife was pregnant with her daughter, and the child was not supposed to be born for another two and a half years. Then my wife miscarries, and so sh","I don't think I want to go. I don't want to go to the beach. It's going to be so hot out there. And I think that there are lots of other things I","It's not the same as before because we have so much more technology and everything is more available than ever before. So, it's not like before where ","I think I'd like a little more freedom in my life. I'd like to have more freedom to travel. I think that's one thing that's been kind of a hindrance. ","you can be creative. I could get really into it. Like I was in college. I took a creative writing class. And that was the time of year that I took it.","I'd have to see what it would take. You know, if I went back to school and all, and all this and that, I'm really kind of interested in the fact that ","I guess I don't see it in my life. I'm not a career person. I'm a home person. I work in the house. I do the home. I do what I have","I had a dream a while ago of this house, and I was kind of a kid there, and it was a big house. There was this room that was on top of the garage, and","and I was talking to a friend the other day...I just don't know why I can't...I can't be...I don't know...I'm just not a morning person, I","I know people who do this... they've got this thing where they... they say they can tell you... like if you have a... you're on a diet... like what yo","I'm going to take this and go down there. I'm going to put these on this here thing. Yeah, it's got a little knob on it. And it's got this thing on","and the other one is the other one, I mean the one that I don't get, that one that I'm getting at right now that I have to get, the one I'm working on","this is what I'm thinking about, I'm not sure about this. Okay, I'll just look at it for a while. I'm thinking, okay, this is the place where you have","it's that thing you don't have the energy to get to work, and it's like, I'm not going to go to work today because I don't have enough energy to get t","it's not that we don't know how to do this, but you know, if we're just trying to keep ourselves in the same place, and if it's not our home, you know","I had a thought: what if, what if I just, I'm just thinking about it, if I just spent, if I didn't work, but I just spent all my money on buying","I got a chance to get the video back. I got a little bit of a chance to see some of the other stuff in it. It's really, really interesting. There was ","it's kind of strange that the main thing that has me thinking about is the way that I have to go in to work right now, because I have to make it into ","I think that's the one that's going to make it big, you know. And I was reading an article about it, you know, and I was like, 'Oh my god.' I","I have to call you to say, hey, you know, I just thought, I'm, I'm on the phone now, so I'm going to be talking to you about this. And","So, like, I remember I had this conversation with you guys once and I asked, what do you guys want me to do? What do you want me to work on? I know yo","I think you know how to do it? It's not that hard. It's not like you're gonna have to do a hundred, right? It's just, it's a couple hundred,","I'm working on this paper that I have to write for this class and I'm kind of struggling with the title, like what should I write for my title and I'm","I'm thinking about the current state of affairs with the United States, in terms of its influence in the world and what that's doing to the rest of th","I'm not sure what the question was. I just kept thinking about the question and the answers that I would want to come to the table as a result of thin","I was a child and a young person in the 1980s and early 1990s, I was in the high school and university when there was this massive coverage of","The [Iraqi] people were going to have to be taught how to govern themselves...the United States of America is an empire, it's not an alliance. It's an","that is, there are two groups of people: one group that has an ability to sort out its ideas, the other group doesn't have this ability. The first gro","and you don't have a lot of money, or you're not going to have a lot of money. You know, that's really what it is. I don't know, I'm not","you know, in my life, when I was in the army, you know, it was just very much an active duty job for me, you know. And I used to travel around the cou","and there's no reason why it can't be a reality. So we know, there's this notion of there being a reality out there. We don't know whether it's object","I see that the only way to get rid of a problem is to get rid of the whole system that creates the problem. In the end, there's only one thing we have","so that means that there are other dimensions to the universe, but there is a higher dimension in which the universe is just like a line segment, so t","I am going to go back to the point where I was a child and I was on the beach. I remember that very well. I remember being on that beach, and it was v","I am going to have to put myself in the shoes of the people that I am going to deal with. I have to understand where they come from, and what is motiv","but, you know, what I'd like to know, though, is if this is an efficient method of problem solving. How does it compare with, you know, the classic me","we had some difficulties in our last session when we tried to make a model of this process and I felt that the model we developed was not a good enoug","this is all the words I have ever seen in my lifetime. That's what I'm saying. All the words are in my head, I have no need to write them down. I've n","The 5th of December, 1996 was a Thursday. I was at home, and I was thinking about this book that I am writing about the history of science, and I","this is what I wrote on the wall. I had a pen here with me when I came to the room, I took the pen and I wrote this on the wall: 'What is the future","a little girl playing the piano. It was an image, like the one you saw before, the one you said was your daughter, the image of your daughter playing ","and then when they started going to war with each other... when the Romans started going to war... with each other, that's when I'm thinking of the Eg","so you have to understand that there are several kinds of people. We have the people who are very intelligent, and then there are the people who don't","And so, in a way, I've kind of become the type of person that is comfortable with this idea of, 'Okay, there is this one, the one that I think is corr","the two women on the street, the two women, they've been out there and they have to do it, you know, and they do it, they do it by themselves and they","it's about a place, an island, in the Caribbean, near the coast. There is a group of islands, it's not an archipelago but a cluster of islands, I don'","and there's another one, and this one is actually a real estate company that's located in this area. But they're, they're based in Vancouver and it's,","there's something to be said for having the ability to look at other people from a distance, if you're not there, if you have the ability to see and b","And, you know, if you have something like this, and you're very, you know -- I don't want to be very critical. I've just seen a few of these, but I","a woman and a man, walking in a city. It's a beautiful day. It's about 9 or 10. And this is the city where they were married. It's also","this is really strange because I have the feeling of a...a very good life. I've had a lot of... I don't know, a lot of good moments, a lot... I can","and my cat and dog are always on top of each other. I mean they get together and sit on the same place, I've noticed that, that they sit together and ","[I am] not doing a lot of physical activity. I'm not doing a lot. I've never been to the gym. I have done some. I've been to the [Gym","we'll have to keep those little things away from them...we have to keep them out of the way...yeah, we're gonna have to get them away from them becaus","so he says, 'You have a big job coming up,' and that's when you start thinking about your job and that it's not as big as it is, so it's kind of a","And then we did a project and we had a project and a group, and there was a guy, a guy with a beard, and we got a project together. It was like a five","I have an idea for a website that's kind of an app. It's a social media website for teachers and parents. So a lot of parents and teachers are online ","[about] how do you measure how many people are out there, that would be interested in some kind of data? What would you say? What would we be willing ","my wife and I are getting married, I'm going to be the groom. There's going to be a reception at 3:00, the wedding will be at 7:00","we're going to have a 5th grade math test in a few days. ... The students are going to be doing all of the math problems with a pencil, ... and they'r","the number 710 that's how much it costs to go to college and this is my daughter's...daughter's college, that's why I got a job here, so I can afford","And they have all these different positions, right? And they have different types of, like, positions, but we'll talk about them in the next chapter. ","and, like, I've got to think about the time, like, to study. The other thing is, I've never done any of these before. I haven't done a study with all","yeah, I went to work with my girlfriend and we're sitting on the couch, I don't know what I'm gonna do. I'm sitting here on the couch and I just get u","the other day I was talking with somebody about my...you know, my love life. And they said, 'Oh, well, do you think it's going to last?' And I said,","and my husband, you know, has always had a lot of faith. He's very devout, very religious, and he's also a little bit of a sinner, I guess. He's","[t]his is the first time I've ever been involved in a study like this. So I'm sort of doing it on a trial run basis. [laughs] I mean, it's","I think it's probably something to do with the way that people are... they're really bad at reading, in that they have the idea that if they read this","I've always liked to say that there's a time when I can really concentrate on something. If I can really focus on something, like if I'm trying to sol","I don't know what happened to the mouse that was supposed to be in there, and that's where the mouse is going to be put in. I was told to put it in th","and he's a great guy...I've known him for quite a while...I don't think he has...I've been a vegetarian...I don't know. I've been a vegetarian,","there's a girl I used to know, her name is Greta, we went to high school together and she was, uh, a really good person. She's in her forties now,","the main thing to think about is the kids and the dogs, the kids and dogs. Yeah. Oh, I have to get a new license for my car, you know, I need to get","I have to go to the hospital now, but I'm still going to be there. I'm going to go see him in the hospital, I'll have a meeting, I'll probably meet wi","[I was] in college in the 60s. And I had this one roommate who was a drug addict. He was really into that kind of stuff, but I had never really gone","And then, like I was just saying, you know, I went to the vet. And it's like, the dog has been acting strange since he went over there. And I know it'","so I don't know, I don't think so, I think it's gonna be a little bit of a, well, I've got a, I'm gonna be able to get away with","oh, yeah, uh, uh, yeah, like I was saying about the thing about uh, I think, it was something that my girlfriend mentioned that she had, she was going","[I'm] gonna go out tomorrow and get some fruit, [I'm going] to take the kids to the park, get them in the [I'm gonna get them in] the car","and the other thing is... I guess I'm like, well I've never really had much of an issue with my hair, so I guess that's, you know, like I, I like","and I know it's like... I know it seems like a lot, like I can't do a lot of stuff at once, but it's because it's a lot of it, a lot","we don't have a lot of food, and I think if we could just get more food, it's kind of just a little thing. The problem is that the last couple weeks i","I think... I mean, I have a friend that has a dog, so I'm sort of... I don't know, I don't want a dog, I just want... I think I","my two girls are now going to college and my son is going to college in a couple of months. So we're trying to pay off their loans so that we have som","I'm not even sure how I feel about this. I mean, if this was a place I worked for, I would not be willing to put my name on anything like this. I gues","I don't like to talk to people when I don't really have anything to say, you know, when I feel that they're trying to be so friendly and so nice, and ","it's amazing, like, you can just say you can't find the toilet and, like, in the middle of a meeting and, like, nobody, you know, it's a big problem","the little birdie who's singing the song of the sultan. I think it's called 'the song of the Sultan' or something like that, it's a little birdie that","it's a funny thing because I'm watching this man and he's all in a frenzy and he's trying to do the math but it's not coming out right. And I just thi","I've heard about that thing about the way the sun's gonna rise. Like, it's like this...it's like when it gets dark, it gets brighter and it gets darke","[T]hat's a good example of how you know how to do it, but you don't know how to explain it. It's like when I was riding my bicycle. I got a","And so when I was a kid, I would think of the number 8 like this: eight like a loop. Like this: 8. I'd think of eight like a number of eight","the old man is just lying there. And there's a woman with a large dog. The old man and the dog and the woman, I think they're in a boat. There's a shi","and we've got a lot to do, you know? We've got to make sure we get this done. I mean, this is not a good time to be doing anything else, you know","I remember, there was this one time. I was walking down the street, and there were a lot of people on the street. And I was walking with my girlfriend","that's what it's like when you have to go to sleep and it's so quiet. It's really quiet. You know, it's just dark, so there's nothing out there to wor","I'm wondering about the first three weeks of school. The first three weeks. I was thinking I'd like to come back for them, to do those things again. L","and I've been thinking about it, I think I've got a good idea for an assignment... and I've just thought about this, but I don't think I'm really read","it's been raining in the morning, so I'm thinking it's been like this all day... I'm thinking of this weather report. I have some work to do. I need t","I feel kind of tired. I'm looking at the door. I'm thinking of the book that I have in my hands. I'm reading this book right now. It's called The Hump","what's that thing that you can see through the window? Oh, oh! The fog! The fog is coming up, isn't it? What does that make us feel? I'm getting cold","and the dog. Yeah, the dog. Well, we've got to go back to the dog, and I wonder what's going on, what's happened to the dog? Is the dog still","and you know what? If the devil's got a little devil, he's got a hell of a big devil, he just can't fit them both in there. No, no, no,","and that's just it... it doesn't matter how much it looks like it, it's not. I can't see it now, but I don't think that I'm going to be able","you can't get by in this world with just a good idea. You need something real, something concrete... (pause) something that can be turned to concrete ","and what's interesting is that I have this idea that you're gonna' like a certain kind of guy, a certain kind of woman, and that they're gonna' be wil","and there are the two of us here. We're here, and we're going to have a wonderful conversation, and it's going to be about whatever we want it to be. ","and then it's like the idea of a kind of a whole...you know, the way the whole of creation was put together in the beginning...the way things came tog","it's going to be a little more difficult to keep that in the air, but I don't think it's going to go away completely, it's going to dissipate a little","the first part is actually when I was at the University of Wisconsin, where I was a student and I was a member of a department that was called the Phi","I've got an idea. I wonder what it would take to create a sort of an ecosystem within an individual. You know, a very complex organism, maybe a kind o","I'm a man of the world and I am a very modern man and my philosophy is, as they say, man is the sum of his experience, so I think, in the case of our","you know what's funny? When I think about myself, I always think that the only thing I do is to try to develop an object, you know, and to put it out ","I just saw an article in the Wall Street Journal which talked about the relationship of the economy and the environment and I was just thinking about ","and it's pretty good, and I'm very pleased with the outcome of that. And I think there's probably going to be a lot of interesting things that people ","I was looking at an article in the New York Times that I found in the back of the New York Review of Books. I read that article and it was about the A","that's what we do in the movies, isn't it? They're always trying to get somebody to be the next Einstein, somebody who's going to come out with some b","the notion of the self. The self as a concept, it's really an illusion. It's a self-referential illusion. We all live in a kind of self-referencing un","so it's very interesting that you would use the word 'one' in this context because... as you know, that word 'one' is used as a very general term, and","I'll start a new paragraph. Let me think. Oh, I've done this before. This is an example of a new paragraph from the beginning. What's the word for tha","I remember a story once that a person would say, 'I was just thinking'. The question would come up, 'What are you thinking about?' and they would be a","the most important part of the day is the time when a man is in the field. The man can think more clearly then, and the mind can be more active. This ","I am doing this because I feel that it will make me more aware of my thoughts in general and that I will be able to pay attention more to them. The pr","I just had a thought about my future life. I want to have a home, a place where I can live, that's what I'm thinking. And I want to go there with a pu","[singing] 'I will live and I will love. I will laugh and I will cry. I will never give up. I will keep moving forward. And I will never forget the lov","and I remember a little story that I read long ago, it was a story about a man who had lost everything. His wife and all of his money had been taken f","I just woke up and my son said, 'I can't do it!' It's my turn to go first, and then I had to think, 'what's wrong with me?' I said","a man who's a musician in his youth. He's a very fine musician. And his father is a banker, and he's got a great deal of money. But the banker is a ba","I don't know what the hell this is all about, but I'll go along with it, I've been here before. You can't expect me to go off and leave, just because ","there's a certain... a certain, I think it's called... a certain... that's what it is... a certain quality... of the earth. The earth. I mean the eart","and I'm thinking about... a... I know the word, I know the word but it's a... I don't know how to say it... well, it's a sort of... it","I mean, you know, like, well, what's the point of having a life in general? What's the point, of, what, I mean, well, maybe it's just,","I am sitting here in my house, my wife is not here, I have a book in my hand, I have just finished my book in the other hand. It's a book about the hi","and the person who was talking was saying that this is not what we are doing here. That's what the person was saying. Now I'm going to try and say tha","[the] reason why I'm talking to you about the color yellow... because of the relationship of the color yellow and the word yellow. Yellow is the color","(breathing) ... (breathing), ... (breathing)... (breathing). ... (breathing) (breathing)... ... (breathing, a little louder)... (breathing slightly","I'm standing in the living room looking at my notebook, and my mother's hand is there, and I'm reading something, and then it's just a blur of thought","that's all, that's all I can think of. Oh, and also the thing about... this is a... this is... I can't... this is an old song about a person,","it's something I was wondering about. The relationship between the structure of the mind and the structure of language. There's a difference between s","... and I'm trying to get some insight into, say, the problem of the American economy. I mean, I don't have any real expertise in this area, but, in m","I am listening to the music, and I am trying to think of something I don't want to do and I don't know what that is. I think of being in a room. There","and in the middle of the night it is still, I still see this sort of white light, but it's not a full moon, I can't remember what I saw, the light was","I don't know why it's a question of form and content. Well, it's that... well, form is form and content is content... what's the difference between a ","the sort of things you were going to be thinking about today. And so what do you mean by today, as a temporal entity, or as an object of thought, what","so it is important to know whether you are seeing the world the same way or whether it's different. ... And I wonder if that is a kind of an issue tha","[A]t this point, we [in the social sciences] really have to ask ourselves, what is the most fundamental knowledge we can get out of the study of socia","And then I went to a party and I was trying to drink a glass of wine. I was really thirsty, and I had no choice. So, I held the glass up. I remember t","but that's a lot of time. You know, that's a whole day and a half of your life. I guess I could do that if I were to give it up. But it seems","The thing about the other day that I think is interesting about this whole process, is that the only thing I can remember was the fact that we were go","this is one of the things I don't like about the Internet. I mean, I think the Internet's a really good thing. I think it's wonderful. It's amazing. I","I remember I used to get a lot of pictures in the newspaper. Like, for a year, I would have a stack of them in the garage, and I would have to go thro","I'm sitting here with my head up, and my head's like a light bulb. I mean it's not exactly that, but it's like it's a light bulb, and it's not","the last part of the book that I read was The Brothers Karamazov and then I got this whole bunch of books for free. The next thing that I'm going to r","I want to see a little of this. This is not the way the book is presented, but it's an important point. The way the book deals with this is, 'Here's a","and then it goes in an hour and a half, the movie starts and then they get their first shot and then they're in there, the next day they're in there f","I'm still getting the feeling that this is going to be a really long game. I don't know how much work that is going to entail. The last time I played ","it was like the kind of thing that happens, I guess, with a lot of the newer technologies, where they're like, 'How do we get the technology to a poin","the thing that makes the difference between the two, as far as I can tell, is that one of them is more consistent in the way that it makes use of the ","I was on vacation, and I was just chilling and I was watching TV, and this guy was having an argument with his wife. He said that he didn't need that ","it was just a feeling that I was doing the right thing. I had no reason to feel any other way. I mean, there is no right or wrong in this situation. I","what's interesting is that there is a certain amount of physical sensation to the way that something feels or sounds or tastes, and that is the differ","so I've got a whole bunch of things to do, but I'm going to have to deal with this in the order of importance... I have to deal with my taxes, then I ","I remember last year, when I went to see my dad for the last time. He was on a ventilator. It was a terrible experience. I was really happy, because w","So this is why the study of the brain is so interesting to me. I'm going to be a doctor. I want to work in neurology. It's really important to underst","it's not just you. I mean, I'm not saying that I don't have my own problems. I do, but there's also the issue of the country. I think that's part","so if I were to look at that in a way, then it would be a case of the sun is the only place where it's going to happen, then, right? The only place wh","the big problem in this age is that we have so much information, that it is so easy to access any information in the world, and the problem is that mo","it is a kind of machine which takes energy from the earth, from the sun. It takes the energy from the sun and converts it to a form of energy that is ","and I have to go to a university to do a PhD, and then I have to do a research project, and I have to write a PhD thesis, and I then have to get a job","that was very much a human problem. This is the way the human body works. I have always been interested in how the brain works, how the nervous system","I'm doing the same kind of thing. I'm doing what the other one did, but in a different way. This is a more self-directed learning environment. You hav","we've talked about this, but I would say that the biggest impact of the Internet is to provide a massive number of people with a great deal of access ","and then we would see the world in this new way. And, we'd start to develop a set of new skills, a set of skills that would help us to be able to do w","and I'm wondering, if I were a human, do I have any friends? I mean, would I have friends who are in other ways human or do I have friends that are in","in my mind I think about what people who live in other planets and other solar systems and other galaxies do. They're in these vast places, but they d","there are 57,000 kinds of fish that live in the oceans, and that is one of the most abundant places of life on Earth, and the other is the atmosphere,","the future, it's something we all look forward to, and it's the future that's been predicted as being of the most important interest to the world, is ","I mean, if there is a God, then a God must be like a human being. But, human beings have brains that are a hundred times more complicated than any oth","you know, in the beginning there was the big bang and then came the beginning of all the planets and then the earth and then the first humans. And the","the world has an intricate orderliness. The earth's atmosphere is the result of 4.5 billion years of evolution. It is the result, the product of billi","I was wondering about how a man can have a mother, a wife, and a child. And still be a good man. That's the thing I want to know. If you have to have","and I would like to be able to say: I'm not sure exactly how the mind is, but it is not a thing. It is not a substance. I don't think it is something","and I have a good deal of respect for the work of my friend who is an astronomer, and who says the most reasonable thing about the nature of the unive","now let me give you some ideas about the universe as it has been perceived in the history of science. And we have come to the present moment where the","Now it is really quite different. The body, that is, the human body, has now been reduced to a very small amount of matter; but all the forms of matte","the word 'time' comes to my mind. It is the quantity of existence in the Universe, and the number of its variations. The 'time' of the Universe is the","I don't think we have any problems in the future. We've got all we need: a good sense of direction; a good sense for the past and the future; a good i","if the consciousness is in any sense the essence of man, if the consciousness cannot be explained except by the interaction of a finite number of atom","I would say that there are, as it were, three principles: (i) that of the minimum of energy; (ii) that of maximum utility; and (iii) the law of equili","if there's a 'cause' of anything, it's an accident or a coincidence; and it is not at all clear what the 'effect' is, in that case. The 'effect'","I'm going to be in the sun again. I'm going to feel my skin; I'm going to see the light; I'm going to touch it, and I'm going to say,","and if a man is not in the least interested in the question, what is the nature of his existence? That is to say, what is man? and that is a question ","And here we come to the idea that I'm a physical system, a material thing; but we have no right to ascribe to such a system all the properties that we","And then the idea of the particular set of forms, the forms in the set, which I may think of as a particular kind of form, such as, for instance, a sq","I have this feeling that I know a thing which is true in an absolute way. I know that my knowledge is not complete, but I can still say that my knowle","I'm not thinking about anything specific. I'm aware of my existence. I'm thinking about it, but the word 'thinking' isn't part of it, it doesn't belon","this is a particular sort of situation: here we have an abstract process, and I am able to reflect on it and to know that this is an abstract process.","the idea of a thing is an image in the mind of a thing, an idea of a particular thing, not an idea of an abstract concept of the thing; and the same i","you have a feeling, it's something like you feel it, I don't know, I can't describe it exactly. ... the feeling of the word, the feeling of a sound ..","now the body is just a part of a process of transformation of matter. You can say, the body is a kind of a container for thoughts. As thoughts are for","it is a good thing to feel. It is a good thing, a good thing that makes it possible. It is important to feel because it is the beginning of everything","and so there's the life of the living, and it is a continuous flow and the movement is the movement of life. It is like the movement of a river, and i","and now we'll make a statement, which we'll repeat to ourselves: I have a lot of good ideas; I can do anything I want to do, and I'm all-powerful; I","And I said to myself, 'Oh, I've got to get to know that girl; she's so lovely. She's so charming.' And then I said to herself, 'Oh! You","and it would be like a bird coming up out of a tunnel, coming out of the water. You know, they're just so happy to be in the world again. And the firs","I was looking at the window when I saw the moon. The moon is so bright. It's as if I were seeing it for the first time, in such a long time. I am look","that's the point, isn't it, that we have to change our thinking before we can change our behaviour? The more we see that we're not thinking the right ","and this is what I remember, that I have a vision of the future. It's not a vision that's coming out of my head. I don't have any sort of vision, it's","what would be the most important thing? I'm thinking of a particular thing that is going on in my life right now that I know, I am going to be faced w","I'm sitting there and I'm thinking about some of the problems of the world. There's this one thing I'm thinking of right now about the future of the w","it's interesting to hear it all in the order that it comes, rather than it being selected for some purpose. It seems to be a very interesting process ","there were times when I would look up and think, 'What are you doing here? Is this really a real thing? Is this what's happening? Is this real? How ca","I wonder what the computer is doing at this moment. I'm wondering what it's doing at this point, what it's processing. I can't remember what it was pr","I've been thinking about what I want to be in the next couple of days. I've been thinking. It's sort of like a diary, except that I'm not writing it d","And then it would have to be put in some kind of a box and the box would be shipped to the place. That would be the place where it would be opened and","there's this big city out in the middle of nowhere and it's called [name], and it's got this big clock that's, I don't know, it's got like an 8","I think we've all had our share of the bad stuff, in some sense. And then it's just that they don't let you forget about it. ... And it's funny how th","we're here and it's about a week and a half from now... so I guess I'm not too sure that we're going to get a chance to see the Sun [that will happen ","I got into a situation at work where I got involved in a lot of fights. I got involved with people who were acting like they were going to throw thing","I was in a group of three and we were just trying to find out how we were going to get back to the city. And I was trying to get the best price on a b","And I think, and I think I really feel like, like I've been having an emotional disconnect from work for a long time now, like a lot of people, and I ","so there's not a whole lot to talk about there. So I'll tell you what I'm thinking about now. I'm thinking the last thing I had to do is a really inte","I can't stop thinking about what I want to do for the next time you're here. I want to spend more time with you. I'm a little frustrated, though, beca","I'm not sure I'd have a very good relationship with my ex-wife. She's a bit of a bitch. She was, you know. She's just, you know, a bitch.","And it's, uh, I was thinking, what would be the best thing to say to her? Uh, she's, uh—well, I'm not really sure what the best thing is","you know I like the idea of you getting all that information, you know, I'll be going back and forth with that. It'll help me with a lot of things and","I have a dream that one day this nation will rise up and live out the true meaning of its creed: 'We hold these truths to be self-evident, that all me","and then the same thing is going on in all countries, that I'm not saying a lot about now. The first country that did it was Great Britain, the one th","I'm very interested in the future of technology because of all the problems it has created so far. It's one of the reasons I'm in a hurry to go out of","And so it's really quite amazing how these things come in, and how you can't have a dialogue with your own thoughts and make sense of them. You can ha","I want to make the point that all this talk about the Internet, that it is really the ultimate human interface with reality, is probably completely wr","I am not going to do this in my house. I'm going to do it somewhere else. I'm not going to be a home-grown intellectual. I don't believe that. I think","what you do with your life, and what you think about when you are at home. So, a lot of things that you think about that you wouldn't tell your mother","[My] thoughts have always been very clear, very clear. I'm not afraid of them, I'm not troubled by them, I don't fight with them, I accept them, I ack","I have a bit of a problem with my brain. It is all too good at generating ideas, and I have difficulty deciding what to do with them. It would be nice","the world is very sad and very happy at the same time. I'm very sad that so many people are so angry and hurt, that so many are in pain and in anguish","I don't know if it was because I didn't know anything about him or his situation or I wasn't prepared for it. Maybe the reason why I was so angry and ","and so many things to do... and I didn't do any... and so I just sit here and wait... and it is difficult not to think about it... but then it gets ba","[my] mother [is] having trouble with her eyesight [and] is getting blind. ... I'm worried about her. I'm not sure what to do. She needs glasses but is","so the question is, what happens when the mind is left to its own devices? Is there a pattern? What are the themes? I'm curious to know how this is di","[T]here was a man who came into the clinic, and he had a certain ... he had a serious disease, and ... he was so distraught. And he ... he was not ...","the feeling of being alive and of being in touch with what is going on around us, and the feeling of having a mind that is not a mind but a part of th","And then we would go home and my wife would make dinner. My wife made a really wonderful dinner. I remember, for example, making my son's special meal","the world of my parents ... my mother was very liberal, very progressive. In those days, in the 1920s, there was very little talk about sexual orienta","and they don't have much choice in that, either, because the poor people who work for the rich, that's the way they have to live. The rich, they do wh","and then I had a son. And I felt that my world was expanded. My world was expanded in that my son would be here. My son would be there, and so it was ","I have to get a book, but it has to be a book about the spiritual, it has to have something in it about what it means to be human and the different ph","I don't know. I don't know what I want. I want to go to the movies with my friends, and I want to watch a movie on television by myself, and I'm not","I had a lot of memories of my parents, of my grandparents, of my aunts and uncles, of my great grandparents, and I remember a lot of family history. I","I was thinking about a friend who I used to work with, I used to be friends with, a couple of years ago. She used to have this little girl that she us","what I just said, I didn't like, that's why I wrote it down, so I can try to go back and make it sound better, and also so I can see where I was","my mother's cooking, I always get in trouble because I'm really good at making food for my friends or my family. My mom always has a little secret rec","it's my favorite color... I guess the best is... it's my favorite, like I'm a kid again. My favorite color. I don't even know why I picked this color,","I'm gonna go back to the part where I was driving. I was driving down the highway, I don't know, the highway, in my car. My dad and I, and I think","I'll go to the movies tomorrow night with [name]. We're going to see a movie called The Proposal. That was a comedy. It was a pretty good movie, with ","so I think he's in his 30s, and I don't remember what he looked like. So I think it was when he was on a plane or something like that, like he","okay, I have a few things I want to talk to you about. My first is about the topic for your blog. You can use whatever topic you want. But I want to k","And I thought, okay, but what if they were a lot more aggressive than that? Or what if it's more aggressive than what I think it is? I don't know how ","and then I'll go home and take a nap and then I'll come in and have breakfast and then I don't know, I'm supposed to be working on something but I jus","and I was thinking about, I think they got this for their 401K. They have to choose between a Roth or a Traditional. A Roth is not pre-tax, but you ca","I'm sure I'll be fine. I hope I do well. And, I know that's not gonna be the only thing. So, I'm just going to go in and I'm just","and I think of my parents who are so great. I'm thinking about how lucky I am. And, you know, my parents are very well-off. They have good health, the","it's not just about money. You're just trying to be able to have an income. And I'm hoping that by being able to go back to school, that will allow me","I'm going to be in the hospital next month because of this...I'm not going to be able to work because of the baby. That's what I'm going to do. I'm go","it's a lot easier, it's a lot more... it's a... a lot of... a lot more enjoyable than that... that... that way... and... and... you know... that","I'm going to be honest, you know. I don't really know what to do about the guy in the middle of the highway. I can't imagine how you guys are going to","I wonder if it's possible to make some kind of a commitment. You know, the last time I was in the middle of the night, I was, you know, I was in bed a","it's not really that I'm a great believer in a God who loves everybody. You know, I'm not that I'm not a believer in that. I think that the idea of a ","I'm not really interested in being rich, you know, or being a powerful person. I'm not really motivated by that. I've got no need for that, and I'm no","I was thinking about the concept of time. And this is something that I find very interesting. It's one of the few things that has the potential to aff","I'm very conscious of this...I'm aware of it and it makes me happy, you know. Because it means that the kind of person I am that I've made a great dea","and the person who is using the information that I have here and using it in his own way, to do good, and to be better, and to improve, and to have a ","It's not a good way for you to get to know me. But it's a good way to understand the world, and it's a good way... It's not just about being aware.","if we want to go out today, we need to know what is available for us. But we need to go out there to find it. It's not just going to come to us, we","you have the same feelings with the same people, and they do not respond. So they say, 'You are not sincere'. And in that, there are very few people w","the question is: what is it to be? What is it to 'exist' as an individual, as a person, as a self? What is the meaning of being? The question is:","and the light is my own light. My own light is the light of the world, and it is my own. I am the light of all beings, and all beings are my light. ..","I thought that it was really necessary to go in and to go down into the darkness to find out what was going on here. So I went into it and I found thi","and then I would just think that you have got the whole world in your head, the whole world of possibilities, you are a centre, and everything else is","I have no problem with this world, I have no problem at all, I see it as a wonderful opportunity, I see the beauty of it all. I see it all as a perfec","I'm trying to think about my life and it's very complicated. I feel like a lot of what I am experiencing in life is just me. And I can't believe I'm e","I just thought of a long time ago, a place where I used to live when I was younger. A town in the Netherlands. I had no parents then, but I remember v","and the thought of, of having an infinite being that is going to be an infinite being, in the sense of being a part of the infinite being that we are,","I can't see any more. I'm just not here, you know what I mean? I've got no eyes, I've got nothing to see with. I can only see into myself and","there's this thing where I've seen it before, but I can't remember what it is, it's like I'm remembering the first part, but then I'm seeing the last ","I was on a train. The train was moving quickly. I was in the seat beside me. I was looking at the landscape and then I looked at the man next to me. H","I remember a time when I was young and I was in a hotel room and I was at the window and looking out of it. I think it was in France or Italy. There w","and if I have a pen, and I have a piece of paper. I write my name down on the piece of paper, then I look at the piece of paper and I look at it,","the house that I grew up in is the house where my mother grew up. It was a one-story, wood-frame house, three by three, with a porch. It had three bed","and then I found myself in a country on the river. A country that is far from civilization, far from any kind of civilization. It was a country of ten","my first book was published in 1969...and then there were two more books...and then I became the editor of a magazine that was published in Mexico...a","I'm walking up the street in a city. I see people walking by. And they're carrying bundles of sticks. I suppose it's to make fire. And they look like ","and here's a boy with a really bad head on him and I was looking for a place to sit and I saw this guy with a big head and I said, 'I wonder if you ha","and then you remember something and then it's a whole different story. I mean, the first part was the other part, and the second part was this part, y","I think that I need some kind of a third degree of freedom to be able to be in this state, this state where I'm awake but I'm not thinking about anyth","I remember what I saw today, and the things that happened to me, and it is important to me that they happen again. The things that happened are so imp","The next day in the morning, I woke up, and I thought, 'I will make some cookies.' So I got out the mixing bowl, and I got out some of the ingredients","I just want to do something with my life, so I can make money and stuff, I need to get my mind right. And I just need to figure out what I want to do ","I mean, there's this guy on the show 60 Minutes, he's like, 'I want to be a scientist and I'm going to be a mathematician'... I think the","and then we go to the theater...and they do like a play or something...and we go to like the theatre and I'm sitting in the audience and I just forget","I think that's where the real world is. The real world. We live in the real world. It's just not in this. It's not in the real, real world. But the","there's this new thing that's coming out. It's a movie. The title is...it's called The Matrix. I don't know if you've seen it. It's the first movie","And then I'll go into the movie, which is really cool, it's the 'Ninth City' [a short film by Robert Downey Jr.] which is really funny. It's really","I am in the basement with my daughter and I am talking to her and I am telling her that I will be taking her to see her father on Christmas Eve and he","It's all the same thing. I've been thinking about it the whole day. I don't know what to do. It's like when you're in a dream. You're always dreaming ","[and] there are the men of the university, they're all around [the] campus. We see the men of the University. They all have long hair. They all wear b","the plane is gonna be downed...the plane is going to be downed by one of those new weapons, by those new missiles, by those weapons, and so on. So I c","so you got to make some time and I had some time. I thought, well, I can't do any business, so I'm going to do some writing. I'm going to go to","And we're here today at the conference. And it's very nice to be here. We've all been here in the past and we've all got some good memories and some b","this is the fourth day of my week at work, and I have a few things I'd like to talk about. I have two projects that I'm working on right now, one is m","we should have a meeting before the conference. I need to find a time to hold that meeting, but I'll talk with our board about it and they might know ","I am an administrator in an organization of 600 people. My job is to make sure that we are meeting our goals and we have a well functioning organizati","I think the reason people are so skeptical, is because we're so close to the idea that people are so much more in charge of their own destinies, than ","I want to be a teacher. I want to have the time, the experience, to go back and help with students, but also to help the parents and the children in t","and then I think about how it's been. I think about the kind of people that have been involved, how it has changed over time, and the way it's gone do","and I'm working on a problem with some of my students. It's really interesting, the way their minds work and how they make mistakes and how they corre","and I see this, this kind of a graph, you know, that you would look at, and you'd say, 'Oh, it's going up' or 'it's going down'.","[t]he...the...the...I was sitting on the sofa...I was talking to the family...[d]id I say that I was talking to them?...I was just","[I]f you're looking for an [architectural style] for a building that has a lot of glass and you want to keep the building at a low cost, then you go w","I'd say that's what I've been doing. And I was going to do something today that I haven't done in a long time, which is take a good hard look at mysel","I've been thinking a lot lately about the differences between the human mind and the minds of other creatures. I think that's the next big challenge o","and then I'm thinking, 'and they didn't even give me any of that money to spend on anything, and it just made me very, very unhappy. I think I'm going","and I can see that all of this is in the air, and it's been in the air. It's been there, and you can see it all, and you have the idea of a","I remember this picture I got from a book. It was a picture of an old man and he was on the street in New York. And he had a cane and a big hat, and a","I remember thinking that this was a very good painting. I mean, it's very good and it was interesting. You can see it, it's like a very beautiful pain","and, like that, it's a beautiful picture. And then I think of another thing. If you put it that way, it would be a better picture, because it would be","you see, it's like the universe is just...like I'm trying to find a way to make a comparison between the universe and a library. And the universe is l","I'll show you the problem. There's a light bulb here, and there's a switch here, and the light bulb doesn't work. I can turn the switch on and off, an","there's a lot of them, you know, all around. I'm sort of looking down, but I can see the whole room, if you know what I mean, all the little lights an","and you see these people [on TV] with the guns... the guns... they're in the magazines, the guns, and then they shoot, you know, they just shoot these","so I know it's a big place, and it's been going on for a while. I don't know how big the place is, but it's, like, a big place. I","in my hand, it's a picture of a woman, of a woman with her hand holding her baby, and they're both holding a baby. And then there's another one, anoth","the plane will land in 20 minutes, it will land in two minutes, two minutes, 20... it's already landing. It's already landing, and this is the last pl","I have two children. ... Oh my god ... my god, my god, I am a god. ... No, not a god, a mother. ... No not a mother. God, oh","what's that? The top of the head. That's what's getting in the way of me. You know what it is? That's what it is, that's why I've always been","I was in the hospital, I was in a hospital and I was the nurse and I was checking on a patient and I was supposed to check his blood pressure. I was g","I'm afraid to go into the water. I'm not sure I could swim. I have a lot of panic attacks and I don't like the water, at all. It makes me feel like","I'm not sure what to do with this. I guess I'm going to be on call again and they're going to try to call me. It's just a really weird situation. And ","I just remembered that we were in the hospital with him and it was the middle of the night and he was trying to get his clothes on to go to work, and ","so it's like it's not real but I have a feeling like it's real. Like it's not. And I've had these dreams where I've been on a boat and I've been","I mean the idea that a woman can be so cruel and vicious in the way that she is and still be seen as beautiful in her own mind, so I was just thinking","I was thinking about the dog. And he would get to the top and then it would be so far down, so far down. And it wouldn't be so cold anymore, and he'd ","a woman, a very pretty woman. Her name is Karen and she's my mother. She's very, very, very beautiful. She's blond, very long blonde hair and very bea","and the other people, what were they doing? What was the other guy doing? Well he's got this, his head's all over the place. He's like a little puppy "],["I have no idea why I have this idea. I think I'd have to see it, I think I just had this idea to write it down. I think it's a pretty good idea,","I think I can see a picture of me at my best, and I'm at the time when I'm the most successful in the company, but it's a bad picture, because it's me","I'm thinking of something that I remember from when I was little. It was a Christmas story. My mom used to read it to us, and the thing is that it's n","this is a very important point. In terms of the universe, time is a constant. Space is the variable. Time, as in a fixed frame. Space, as in the dista","that's the one that I have to have in order for me to be successful and I know that I'm going to be successful. I mean, I know I'm going to get that t","and you know, I mean, I don't know if the technology is available, but I wonder if the human species is ever going to develop a technology that will a","I think it's that we're just... well, there's some... there's some evidence that the brain doesn't really have a 'reality check.' If you're looking at","and then you'll look at a bunch of other stuff and you'll say, 'well, that's not gonna work, that's a bad solution, I'm gonna go with this, that,","we don't have a lot of people out there that are willing to be the first people out of the door in a situation like that. Or the second people out the","and then she had this one book and they had a lot of books in the library and it had been a big deal, and it had this one guy in the front that was, y","but then when I started thinking about it, like it's all about the mind, like it starts to sound like it's really a function of the brain and not a fu","I'm an author, I think I'm an author. I'm a poet. I'm an artist. I'm really an artist. And I think, it's amazing to think that I have","The fact is, though, that all the great and noble acts that have taken place in the course of history were done by people who, while they had these hi","and here I am, trying to get some ideas. I'm not sure how to proceed. Well, this is a very good way to get to the bottom of a matter. It is a way","I've been thinking about the person who has taken this place to teach, and whether I should give him the opportunity to teach. The only thing that cou","and the only thing that is to me a consolation in the face of this great drama of life is to try and believe that there's a world where it all makes s","I'm thinking about a movie I saw that was about a young woman, and the young woman was in a position where she was thinking that it was just a coincid","I have been thinking that a person can have an entire life in the form of a dream that has come true, a life that he or she had dreamed of and then re","a beautiful woman, dressed in a black gown, walking into the room, and the first thing that I notice is that there's something familiar about her. I'm","and there's no one there to answer you, there's no voice in the darkness to respond to you, there is only silence, and what does silence mean? Silence","and in the meantime I have to make an appointment for tomorrow. I'm not really sure whether it's in the morning or the afternoon. I know, but it's a l","and then when we have a small group discussion, the person that I will pick to talk about the topic is the one that I have selected and I know is the ","The name of that island, I think, is Curaçao... I don't remember it, I mean, it's a place, it's not a name of a person, it's","I'm not sure where that came from, it just popped into my head. I think of myself as an outsider and I'm not an outsider. I'm a part of it. I'm one","you have a question, you know. You have a question about the course? About the material? About your thinking about it? I mean, I think I'm going to do","And then, we know, I suppose, we know that it's very interesting, that the earth is a very round object, but that it's also very flat and also very bi","there's no question that that's going to happen. There's no question at all. That's why you need a good editor. You can't expect to be able to edit yo","a picture of the earth in space, it looks like the earth's been eaten from inside out. I don't know if that's the right picture. It could be a picture","there's this thing that's going on with the whole thing about the U.S. government. And the U.S. is the world's oldest democracy. That's how old it is.","so what does this say about the universe and time? The universe is the most perfect of things; that it is not static is a perfect paradox. Time itself","now you are listening to your own thoughts. I would like you to see yourself in a very quiet, very dark room. This is where you have the chance to let","that is a thought. There's no need to do it that way. You can do it a thousand other ways. And as you do that, you become aware of how you do it a tho","I am a writer. I'm going to write a novel. I'm just sitting here, and it seems to me, that all of life is the same thing, and that if you are interest","and then, just suddenly I'm up at this bar, and I'm talking to the woman in front of me, and she's saying 'Oh my God, how wonderful that you have such","the music of a single note. That's what I like, music of a single, beautiful note. So many notes and so many different scales and so many harmonies, b","this is what I see: the woman is there, the woman, and she's coming toward me, the woman is coming toward me. She's coming toward me and then I'm goin","we are in the room with a number of people. One of them is a man who looks like an actor, but not an actor. He has a beard, a beard that I like and he","and there's a question about a girl - a young girl who had a horrible accident - and she's in a wheelchair - and she'd be very sensitive and she had h","The last time I visited, I didn't have to wait very long, maybe 30 minutes. I didn't see anyone. I'd had my hair cut. I was wearing jeans. I","I'll be back at 7:30, then I'll be on my way, and then I'll drive down and I'll pick up my suitcase. My suitcase, I'll have to","so it was just like a couple of weeks ago. I was in a class and we were looking at the map, and there's this one country and we were just going over a","And that's, we were going to go to the movie and I didn't, I didn't have a chance to go to go to my class with the other class because they were going","I got a check today for $930.00. So that's two checks. I've got to pay my electric bill this month. It was a thousand dollars. That's the","um, I can't believe how good I feel today, like, I can go back to the gym today. And do, you know, like, like a lot of work, I can take","you know, we have this new job opening in the office that's in my office, so I think I'm going to go and apply for that, or, um, I'm going to apply","yeah, well, I'm just having a little trouble with the thought of this week being over. You know, it's not that I'm, I'm not looking forward to this we","the idea is to take the big idea and try to get to a good answer and then go back and then you know the reason for what we do is to help people get to","my goal for the next couple of days is to get a head start on my project. I've got to have something done by the end of the week to show my boss. He's","I need to find out what happened to my two books. I think I still have them here, and I haven't looked at them. They are in a different section from w","[my] new plan. [my] goal is to get a car and a [my] apartment [my] next semester. [my] first semester goal was to finish the [my]","we have to be more careful, because he was supposed to take an extra credit test tomorrow but he's sick...I mean, how are you guys gonna get back the ","a very interesting phenomenon that is the emergence of new species, new forms of life, and the question is how can you measure that? Or how can you de","so a lot of people just are... are like, you know, you're like, I think they are like, oh, I just don't have to think about it, right? Like,","so it's all the same to me...because...that's why, you know...it's not...the whole point is...we don't need to...we don't even need to know","the most important thing is that it's something that we could do ourselves, we could do this ourselves, because I think the most important part of thi","we've got some old friend, a friend in the area. They're having some kind of party. So I say, you know, how am I going to get a picture of them. And","I'm getting tired of this. This is the third day. And it's not fun. I'm going to the library, so I'm not going to be around for a while, but I","it's very interesting actually, because you know, the second time around, it was much better. You know, and I remember how much easier it was and how ","and it's a little funny that I'm sitting here writing something about a couple of days after the big thing that happened. It's not like I'm sitting do","I can remember it was about the 4th of July, 2014, my birthday. I was home in my pajamas, and the kids were upstairs. I had to go","that I have a little bit of anxiety about my life. I mean, it's like, I've had some good years. I've been lucky enough to be in a lot of good jobs,","And the way it worked, it was very, very, very useful, in terms of like, kind of, you know, the whole, the whole concept of it is like, well, if","[the idea is] to start from that moment to understand what is going on and then be able to help somebody with the situation. So you know you have to b","I don't know what to do. I don't know where to go. I'm like, 'Okay, how do you do that?' ... I'm like in that, 'I know.","there's this guy who, you know, he's a real nice guy, he's, he's an artist, he's just doing his thing. And, he's got a group of,","and it's been interesting... because I had just gone back to the computer and started to go back... and I was looking at it from a different perspecti","a lot of people, you know, really do that, they don't have an opinion and they just want to give the impression that they're objective, and you know, ","I feel like, you know, the, the people in the world are all... that they're all just kind of like, kind of, I mean, the only kind of, the only reason","I am thinking about that the other day I was listening to a sermon and I was trying to pay attention to what he was saying but it wasn't like I was re","I remember when I was in the hospital. I remember being in the hospital, and I had a couple of, a couple of other patients with me, and I remember, I ","that is a very, very important thing and I've been saying it and it's, it's not even a, it's not a question of, of course, I just said, it's","that's where it is, there's a little thing that we could do in the back of the garage, and it's not that important, it's just, it's a little part, it","and then, I guess I, you know, if I can't, you know get to sleep, I guess I could just lie there, you know. I mean I'm not, you know","and it's a real mess. It's so frustrating. I've got to keep the temperature up. It's a good idea to have that. It's better, better, better for you if","and then he's really just like, he's a man of the people. Like, he's the guy, and he just likes people. He just likes to have fun with the guys, and","I've been thinking about this problem, the problem of whether I should go in on the trip. I think I should go on it. I have a lot of energy and a lot ","I'm working with a student of mine who has a lot of issues with reading comprehension. He's a very smart kid. He's been tested over and over and over,","I'm going to think of some ideas for the lesson. I was looking at the other lesson I did today and I think I want to try to do something that's going ","the other side of the brain... the whole process... I'm looking at a paper right now... it's not very good... not very clear... it's a long paper... I","the big difference, for me, is that I think, if I want to do something, I can just think it and it'll happen. But in the world, that's not the way it","and I'm looking at the next problem. I don't know how to get to the next one. I'm looking down at the paper and I'm trying to get some sort of an idea","I think I'm going to try to go ahead and do some research on the best ways of organizing a database to solve this problem. That's not a very good way ","I was watching a show called the 48 hour film. ...The reason I'm doing that is that I want to say that I would have done the same thing. ...I would ha","well, I'm sitting here, you know, just, um, just thinking about, well, maybe it's a good idea to maybe, um, to just write down, um, everything that","I wonder what it would be like if I had a baby and it was a baby girl and then I had a son and then I had another baby girl. And I wonder how you woul","I remember when I was little. I was walking on the street with my little brother. The man was pushing the baby carriage and my dad was pushing me and ","I'm going to get on the computer and start getting a lot of things done today, you know. I don't really know what to do with myself right now. It's ni","oh, I thought that the 'spider' and 'worm' would be easier to draw, because they are just 'draw'able. But the spider is really a challenge, and it's","there is a lightbulb that is broken. It's been broken since we bought this house. I should replace it. I could go buy a bulb and get it in tonight. I ","I'm a little worried because I'm supposed to be sleeping but my brain is like 'I'm not asleep. I'm awake, I'm still awake. I'm still thinking.' It's l","I'm feeling very much like a rat in a maze. And then I'm going to come home and have a cup of tea and eat some rice pudding with some raisins and some","and it's very bad. And then I remember that we have to do the report tomorrow...that was the last one...oh, it's the last one, isn't it...I'll be","oh, we'll be in the end, and then the whole thing will be over, we'll leave. Well, I'm sure the end is going to be quite a surprise. I'm really","I feel a kind of nervous energy, and I think that's what's going to make me think. So I'll think of some things. Well, I could think about how I'm goi","and it's the same for everything else, I mean, you just have to think it and then you just do it, and it's all the same, like a lot of things are the ","a lot of things, a lot of things. Like, for instance, when I was a child, and I wanted to go somewhere, I wanted to take the train, but I was a young","I would say, no, not at all. That's not what I want to do, but I could try to. Yes. But then again, it's not for the sake of the image","I want to be with my friends. I'm going to do some reading, I need to read about this, because I need to make sure the new course I'm thinking of is a","I'm thinking about this book that we're working on right now, this one on the brain and its role in creativity. I guess it would be more appropriate t","and now I'm thinking of a movie, this is a good one. I was at the movies in the late seventies. It's called The Littlest Hobo, the Littlest Hobo","I got to thinking about what happens in my body when I read a book. You have a little book here on the table, so I can take a look at it. And it's a b","so then it's like, I'm a teacher, I'm teaching you this. And then it's over, and we get on to the next thing. That's the beginning of a new year","there's a great movie called 'The Rocketeer,' and there's a guy who builds a plane, and he's a little bit of a scientist, and he has to get it out to ","and I have this dream of the world, which I think I've said before, that I would make it so that you don't need to know who you are. I think you know ","what I'd like to know is why is it that people are so obsessed with trying to do a perfect job, as if there is a perfect job. And then, you know, if t","I have to stop and think about what to say to you now. I don't know what's in your head. I don't know why you're thinking the things you're thinking. ","I'd like to make a difference in the world. I don't want to be a great scientist, although I'd like to be a good one. I'd rather be a good teacher, so","the idea of a very bad man in the world... it is like a disease... it is the idea of evil... I am thinking about this problem, but I have not arrived ","And I'm thinking, you know, how do we know that God loves us? Because I have, I have felt that, I know that I have felt God, that God has shown me tha","I have some little children who are little. They have been asking me about things, and I don't have enough answers for them. I have always felt that G","I'm not sure if I'd go that far to say that God is a human being. I suppose that he is a person. I mean, you don't know who he is. You don","the word 'heart'. It is a physical organ. The heart has to pump. I guess what I am looking for is some sense of what it means to be human. I mean, whe","and then the one who does the work, who works, does not exist, for he has ceased to exist when he has finished his work. The one who does not work, wh","now I'm thinking of my mother and I'm thinking that she is now very much in her own world; that she is thinking, thinking of herself, her own thoughts","and then it is a new life, a new body, but it's still the same essence that we have always been and always will be. This is the ultimate truth. And th","and I feel the world. The whole universe around me. And I see the sun. And I feel the sun, the sun is within me. The sun is a great being. The sun and","my thought goes back to the first day that I was here on the boat. It is the night of the 25th of July. It was the 23rd of the month.","[s]o you know the, you know, you can't, you can't do any more research than you're willing to do, and the other thing is, if you know a certain","... ... ... ... well, the reason why, if I may ask myself, why did I, not just do this, but actually, why did I want to do this? ... well, I","the beginning of the story, the end of the story. And there's a middle, and it's an interesting point. And this is what is interesting. Well, I'm goin","I've done something with this, it's a nice story, it's about a woman in a church, and I have an old woman who is telling her this woman who's in the c","and the other night, I had a dream about a woman, and I saw her and her hair was long and beautiful and she had this huge red hat and this long red dr","And then I think about a tree, I mean, there's a tree in my garden, but it's dead. It's got a great big hole in its middle where the trunk's gone,","my fingers, my feet, they're asleep, you know, they're all numb, and I'm lying on the ground, I'm lying down on the ground. I'm lying in a ditch","I think we ought to have a very, very careful look at this, because if you put something down here, the force is going to be very, very great, and it ","you know that the man that's coming from the west is not going to be coming from the east. He's coming from somewhere else, you see? You see? The east","I think I am looking at the sun, the sun shining on the mountain range. I see the sun on the horizon, just on the horizon. I look to the horizon, and ","It's not really a black thing, is it?...I mean the black hole....black hole...a black hole is...I've got no idea, I'm not a physicist but I'll","it is an open world. It's open to anything, it's not like the world is closed, closed to you. I mean the world's just there. If you want to do somethi","and then, suddenly I just had a very good image of what I had done when I had been here last, so I had to draw it as exactly as I could remember, but ","I think that a lot of what happens in the brain is driven by the interaction between the two hemispheres of the brain, and the right hemisphere is gen","[P]eople don't really know what they want to say in advance. They don't plan to say 'this is going to be my third paragraph' or whatever. I think they","and in fact if I were to put up an abstract of what I just said, it would probably look like this, something like this, 'there are many ways that peop","and then I realized that that's just like my brain, when I'm working on something that's not a perfect fit for my brain. I have this kind of super-det","this is a sort of meta-thinking. This is me thinking about my thinking. This is where I start to get into some of the deeper stuff. So, the sort of qu","I'm just thinking, I don't know what I'm doing here. I mean, I think I'm on the way to doing something that is going to be really good for me, but I","the way that a thing has to be built. I have to go back to the drawing board. The way that it has to be designed. It's a lot of work. It's like this","I'm a guy who has a lot of problems with self-doubt. ... I don't really know why, but I don't trust myself. I don't have a lot of self-confidence","I can't even do anything without thinking of the consequences. I can't say anything. I can only say what I have to say. I don't have a word to say tha","it's so great to see the little boys out in the park with their mothers, and it's a sign of progress. I wonder why, though, that it's the little boys ","you know I have this theory that the only thing that's important to God is that you and I have been redeemed and forgiven, and that He cares more abou","And then I was talking to someone today about the need for a national dialogue in this country, and they said, 'You mean a national dialogue where you","I remember this, I remember this. When I was a kid, I remember having this one day where I just kind of felt, just like I was, you know, I just sort o","and then I was going to go and buy a new car, a Ford car, because I always liked Fords, and they were always my favorite. I didn't like Toyotas, I did","you know I'm not much of a talker, I'm not a gregarious person, so I guess I do not have that many friends. I can count on about a dozen, but","[T]he more the older people, I think, the less they care about how they look or what other people think. I think it's more the younger people that do ","I would think that it would be a great service to the whole world. I mean, it's not just a service to us, but it's a service to the entire planet. If ","I'll put my phone in my pocket and walk down here. If I walk down here, it's not going to be an issue with the police and things like that. It's not g","if it was an apple tree. The tree, you know, when you're walking through the woods, it's like the woods is really warm in the fall, and the leaves are","and it's not really like a time machine, because it doesn't just bring back the past, it also brings back your present and your future and stuff, and ","the past, the present and the future. The future is a present in the present and a past in the past. The past is the future, and the present is the fu","so many of our perceptions are like that, they're a mixture of things. There's the underlying, like, 'here is what I think I'm perceiving, here is wha","I'm in an airport. I'm looking for my seat and the seat is empty. I've flown from New York to Boston. And I'm trying to figure out where I'm going to ","that is why I like to take a long vacation. That is why I am an introvert. I do not have a job, I live in a house with a garden, a garage and a","what's it like to live on a mountain? What's the weather like? Is the air cleaner? Is the water cleaner? Is there more pollution? What's it like on th","the little dog, you know, it's, you know - it's really nice to have a dog. It's nice to have the dog out in the yard and they'll be playing with their","I could have gone to the University of Maryland, but then I wouldn't have gotten married. It's been 16 years since I've been on the mainland. We came ","it was like, just like the old saying, 'don't ask for forgiveness, ask for permission'. I'm going to get permission, before I start this project. I th","I guess I'm the person who can be happy if I think it's true. ... I'm going to go to college. I want to go to school, I've got to go to college","the boy had been playing with a little, a little, little girl, a little girl, and he had asked her, 'What are you thinking about?' And she said, 'I'm ","I was thinking about something about... about the last time I went down to the... the river. I think the last time, I think I was down there about... ","I wonder if it's possible to have a couple of months where the weather stays warm and then in a couple of weeks you get this big snow. You know? And I","I can see the rain, so I know I don't have to get dressed. But I need a sweater. I need a nice sweater. It's nice out here. It's the perfect kind","and it's like, when we're looking at the sky and we can see a star and it's not even, I mean, it's like the moon, it's not a full moon but","the big box thingies you know...the little...the little little boxies that come with it. Yeah, that's the kind of thing that you know...I've had one o","and what about the others? The others? They're doing it to themselves... Oh, they're doing it, yeah, I can see that. Like they're, they're, like they'","and that was when the war came out and, and uh, uh, and that was before, you know, when I was in school and so forth, so I was in the war in '","and I said, I said, 'No, don't be a fool, I don't want that. I mean, that's not gonna work for me anyway.' I mean, I said something","I was just going to say the other day, when I was looking through the phone book, I was looking for something in the phone book and I just came across","we had been talking about this thing and we've been having arguments and we've gotten to the point where it's hard to get anything through the door an","I'm not going to start the story with a big explosion or anything like that, because I don't want it to sound like this is a plot, like this is someth","and he was saying that that's what I've done... I think I've done that, I think I did that last week... and I'm glad I did it... well I did, I","but I don't know what to do. It's not easy, because I don't want to do it. I mean, it's a really difficult problem. And it's a real problem.","I've got this idea that a lot of the people are not actually in their own space, they're in somebody else's space. That's where you could tell them, y","the fact that I'm an animal. And then the fact that I was born in the country and then the fact that the people who raised me were farmers and I grew ","it's always going to be... it's always going to be more people. ... [in] the same kind of way that I had a dream last night that I was... I had this d","I was thinking about how I used to think I was just a guy who was a teacher. I guess that was just a self-deception. I was more than that, I had more ","it's an experience. And it's something that you do. It's not like a lab test, it's not like an experiment. You don't go in there and do a lab test.","I think we would have to work on that with the computer. There's a lot of algorithms, the computer will do something. And I think we could do that wit","... the first one of the three parts that we are going to look at, which is the part of the brain that's known as the brain stem, is responsible for a","I can't get into a movie theater without buying popcorn. It's a terrible habit. I think it's a habit of being a little lazy. I think I've spent, you k","And I would be a bit confused about the exact meaning of some of these words, but the point of this is, is that a person is aware of the fact that the","you know I would want to... I would want the... I would... I would just want to be able to say to a computer, you know, to a computer system, I would ","I don't know what would happen if I didn't do a thing, but I guess I would be thinking about other things that would happen if they didn't do a thing.","and when I get there, it's like you're walking into this big, bright light. And it's like, okay, where am I going to be? So you're kind of walking int","the red is so beautiful. Red, the red, red. The color of fire. The color that's burned in your heart and it's so beautiful. The color red. Beautiful. ","It's not a matter of just letting it go or just letting it come. It's a matter of... I don't know. I don't get it. I don't get the point of","[my] whole body's just so [at] ease. It feels so relaxed... I feel like it's so natural to be doing this, it's like it's my everyday, you know","the window's open. I don't want it open, I don't like the window being open. I was looking at a plant the other day. It had been dead for about a year","the tree, the tree, the trees, the tree branches and leaves and all the trees and the birds in the trees, they fly, the tree goes on, the branches, th","I'm thinking of an old movie, it's about a couple of guys and a girl and they're out in the desert and they're walking along and there's a cactus in f","I have an idea. I'm going to do something that's never been done before. It's going to be so bad that nobody'll notice it, it'll be so good that nobod","and we were so young, so young. And we'd been going to this school, the one where we went to school, the other one. And there'd been no fights. It was","you know what? It's just a nice way to say, 'Hey, you, look at what you're doing. You're working. You're going to college, and you're not taking","So, we have a kind of, um, we have the kind of, we have, uh, we have what they call in the, in the military, we have sort of, uh,","the whole point of this thing is to bring up all kinds of thoughts and images and things like that and get them out so that we can do something about ","a little bit of my mind wanders a little bit away from that, because I'm just sitting here thinking, thinking about my son, my son is just in his bedr","And I remember going to the [restaurant] with my mother and we had a lot of fun. We had a great time. And I think that the restaurant itself was reall","we're sitting here, and I have a funny thought that I'm sitting here with two of my best friends. This is the best. I've never, I've never been a part","the word is on the lips, it's there. I mean, you can't go back and edit it. You can't go, I say that, and I look back, and say '","and I'm wondering why are you using a square as an example when you're going to use a circle later? Oh, that's because in my head it's not clear enoug","the question of the world I'm in right now, you know, I've always wondered why I'm in this world, and I've always asked myself, you know, and I think ","this is what I think of the question, what is the mind and how do we define the mind. So, the question is, what is this thing called the mind? What is","well, so when you're dealing with a really complicated situation, it's going to take a long time to solve the problem. Well, what do you do then? And ","you know the thought experiment, the 'trolley problem', in ethics. If a train is on a track and will kill five people if it continues on it's course, ","I'm at the bottom of the ocean, I'm going to die. And I think that's the whole point, you know. And if I die, I die. And maybe that's a","And it's like the day before yesterday I was going to the supermarket and I got my bag and there was an old man on a bike and he fell over and it was ","The man was there. He had a nice beard, he was a big man. He was really nice. He was nice and kind. He had all this good stuff. And he had a nice","The night before. I was in bed. I didn't know how I'd fallen asleep. I was walking along. And then I thought of the night before. It was so cold. So I","I'm not sure what to say next, am I? I feel that my eyes are opening, but I'm not certain. I feel that I'm seeing a lot, a lot more than before","I feel the need to go for a walk, and then I feel a little bit of nausea. And I want to go to the kitchen. And I wonder if I should just go for a drin","and they said, 'Okay, but how long have you been doing this, and do you have any experience with the kind of work you do?' I said, 'Well, no.' So he","so I have a project... for the future... about... I want to work with the students... and the parents... to... and the students... the students... so ","this is so strange...that I am actually writing this down now...and I am trying to do this, and I feel like I'm doing it wrong...but then again, I don","a lot of the time in the last few days I've been trying to remember the name of the man who's a co-owner of the business and also the man who I'm tryi","and this is how you start the process of being in a certain state, because the brain will take you there, but it doesn't take you there by itself, it ","I think we have an interesting opportunity here. If we can get a big enough group, we could really turn this thing on and really see how much of a dif","So I'm sitting there thinking, 'Okay, let's think about this. So this is what we're doing. We're going to try and predict a model of this, a model tha","... ... and now I'm thinking about, I was reading in a book about how the way you feel about yourself is how you will act. How you will act is how oth","I think it's something like this: you have this thing like a real good friend, who's got to do something and you help them, and then they ask you for ","I think this is an important point, and I want to bring it to the attention of the author because this is something that you can do as a researcher. Y","but now, there was a point that I just had to make, and I really did not have the time to go into this in detail in the class. And I didn't have the t","And this is the third level of the project. The third level of it is, the question is, how can we get there from here? How do we take this technology,","And so if I think of the model as I did last week, then the model would be a circle with a circle in it that has some relationship to the first circle","and it is possible to use, a lot of the information that I just gave to you, and apply that to the other systems, such as the cardiovascular system, t","this is an idea, that the universe has a structure, it's a symmetrical structure, and there's something that's like a 10 to 20 dimensional space, and ","the first thing that comes to mind is a ball, and I am going to draw a ball. I'm going to draw it on a piece of paper, and then I'm going to get a","the figure of the man in the hat is changing; it's becoming an octopus, the octopus is a hat, the octopus has a hat, an octopus has eight arms, so","my thoughts about the human condition. I can't say I'm happy about the human condition, but it's not a bad thing either. You can say that the human co","and we think we can have a better understanding of what is going on inside the brain with such a procedure, where we are able to measure brain activit","I have an image in front of me, a building, an architecture. It's a building on a beach. It's this enormous building, I don't know if it's a library o","and the way that you see a picture, it's not just a picture. It's more than that, you know, it's more than the picture. You see it as a picture, but","the very reason for that is that they have a lot of similarities, they're basically similar. They're very similar, similar in that they both have the ","(the participant is) thinking about what he would like to do... he would like to travel, but he would like also to work. He is thinking about a lot of","my body and soul are so different, and I think I know more about my body. I'm very interested in the body, because it's very easy to understand. For e","I see a young girl with long hair, and she is sitting on a chair. She's reading a book. I'm trying to describe the book. The book is called 'The Big B","it's about the same time as I was born. And I'm thinking about the second child, the boy, and I can't remember his name. I don't remember the name of ","I don't like it. It's not true. I don't like this. I don't know if you'll like it or not. But you'll like the first one, the first one","I am reading an essay of yours I once wrote, and it's very interesting, very interesting, and I think you should put it in your book. I mean, I think ","So if we were to make a decision about what to do next, it would be to write the next section of the book on how to handle the information from the da","And it seems like it was a great move that they were made. I don't know if we would have known it if we hadn't been given the chance to look at the in","I'm in the process of writing a book. I'm in the early stages. I started a chapter on the history of the company, and I want to move to the early chap","and I can't do it. So I have to go back and do that. I need to go back, because this is part of the plan and so I'm gonna have to go back to","[I]t was about 200 years ago that they had the first three colonies that were established, and I've heard that it was... actually, it was in 162","and I see my 1950's, I see it as if it's in front of me, the streets, the houses, the schools, and I think that that's where I","the more you think, the more you look, the more complicated things get, and the more you realize that the things that were easy to make are now hard a","that I'm going to do in my life, or at least what I'm going to spend my life doing, and I think that's important, but that's also part of the whole pr","I think that we will not have to do anything for the next couple of years, but at the end of the next couple years, the most important question is goi","So, here's the thing. There was this one guy at the university who was really into the research about the brain. He was always talking about it, and h","[my wife] just got back from an internship in Spain where she was going to teach. She's working with a group that's interested in developing a curricu","we'll probably do this all summer. I think we've got enough people to do all of those projects. So, now we need to start thinking about the fall semes","The thought of a possible way forward is to make sure that the children, the young adults, understand their roles in the process of making the state a","you're gonna find the kids don't have the same, uh, ability, the same level of interest in, you know, the subject, the technology, they have, uh, at y","it's pretty good. I mean it's the sort of thing where it's a great, a great opportunity to have, to go in and get some knowledge. But then, and you ha","and then I was thinking about the work that we've done as a class. I'm going to be going through a lot of the research that we've been doing. I have t","The things I'd like to do if I had the time. And I've always wondered about that, you know, as you get older, the time to do something. So the things ","you have a lot of thought. You can put a lot of things in your mind and you can use it and you can learn a lot of information and it can be useful in ","The past is a path that leads back to the future, which is to say it's a path that's going forward but we don't realize that we're going forward, that","and you're doing well. And you're doing very well and you're making good progress. And you have to keep that up, you've got to be able to make the adj","and they don't know what we are doing in Iraq, we are really going to change the situation in Iraq, you know, we have a lot of troops over there, we a","in the midst of this, and we are going to talk about the fact that I've been speaking to you from the standpoint of a particular race group in the Uni","I'm a bit annoyed. I don't know how I feel about this whole thing. It's got to be done. I don't like to think about it too much. I just want to","so you need to really let go. Let go of what's happened and let it all be. I'm sure that when they are in the area they will do their best and they wi","[T]he idea of not being able to do anything, not having the ability to do anything. There are some things that I think we cannot do. But what can we d","I've been here a lot more than I realized. I know, I think I know, the history of the country that we have the most problems with. I don't think I kno","I've been reading a book, I think, on the subject of 'The Limits of the Possible' by somebody in the UK. I can't remember who, and it was written befo","and that's it. Well, you know what it was I was saying: it was the question of 'If you go back in time and you find the source of the idea that you ar","in the second week after the [bombing of] Sarajevo I was in the United States and the people there didn't want to know about it. The first day after t","it was the whole concept of the economy, which, as far as I can remember, started in 1915 or 1916, because that's when the war began,","I can't think of anything else to say. We are in a situation that's very, very much like a situation I faced in the war, in the Korean War. When I was","now I've been told by the Japanese, I think, and this is of interest to us, they've been told, and I'm not sure how we know this, they've heard of the","The problem, then, is not the use of force. The problem is, how to avoid force, and I don't think it is possible to avoid force at this point. You kno","and we've all heard about the number of cases of this disease, I think it is called HIV or AIDS, that are in the U.S. and the world and I know we hear","[I]t's all pretty good, except that there's a problem about the time. I think it's going to take about 16 years to get to the moon, and we're","there's something I've been meaning to talk about to you. I don't think you realize what you've got going on there. And that is your energy. It is a l","and so if I can make this more general, if I can extend it into the other, uh, and it's not just a case of the kind of, uh, the kind of... uh","and what's the opposite of the '14th century', if that makes any sense to you, well, that would be 13th century, would it not? I mean, I","and that is my definition of what a mind is, as a kind of a filter of information. So the mind is a kind of information filter that is going through t","and so it's a very small bit of information that one can use to do this, the fact that people can think about numbers or objects, and even about proce","and then you had all these different levels of things in the world and all the interactions of different things and that all was in a network with all","then there's, like, there's a lot of the socialization of the brain. A lot of that is related to social interaction and also, in some ways, you know, ","that's the whole reason for doing it. There's a couple of reasons for doing it that I've been thinking about. One of them is, I think it's going to be","I'm looking at the results of my work on the subject of the past. In other words, I'm looking at some of the results. And this is, in a sense, a bit o","the fact that my eyes are open and not closed. My eyes are not closed; I am looking at something. If I had my eyes closed, I would have some other kin","I don't know, you know. I mean, I could have said that last night, I could. I could have drawn a line, I could, but I didn't. I didn't","I know we had some sort of a big earthquake last night, so maybe that is the answer. But I'm not sure it is the answer, so I'm not going to go with th","I'm going to do some math on the white board. So... I have to find a number between 1 and 9.9999,999 which is not the result","I could make a list, I'm just going to make a list of words. I'm going to put them here. I don't know. I'm just doing it to make it. It","I know how much a billion is. A billion is 1000 millions. So that's 10 to the 6. And so we can make 3.6 *","[In] the game, what is the chance of winning with one ticket? What's the chance of losing? What's the probability of winning with two tickets? If I bu","0.07.54.41803.14190.00355.14440.04930.1","I wonder what the weather is like right now at home. I wonder what people are doing. I wonder how many people are on the Internet right now. I wonder ","well I'm wondering... if... what I mean is... if it's... is it a 16-bit processor or 32-bit or 64-bit? I don't know what","I'm driving, and it's a freeway, and there are three lanes on each side, so I'm in the right lane, and I'm on the freeway. It's not very crowded,","I'm getting up... and I'm going to make a sandwich. I have an apple here... I'll make a peanut butter and jelly. It'll be good. I'll make peanut butte","I'm going to call 867-5309. And I think that I'm going to try to get some more of this and I want to get that and I don't","and if you have to buy a lot of milk, then maybe you should make a list. If you can get a lot of cheese and eggs at the same time, that's fine. There'","I'm not going to work today, so I'm not going out, but I'll probably go to the grocery store later. I might get my hair cut. I don't want to get my","I'm just thinking about what I did last night. I ate two burritos. I don't know what the other night, I was going to cook some chicken and do somethin","I'm wondering what it is that makes this movie different from the one that just came out...the one that's playing at the 85 dollar theater. And it's b","So, I'm thinking about the difference between the old and new movies, and, you know, like, the old movies, they were all about a man and a woman and h","so I am working on the first chapter, and then I get stuck because I'm just not sure what to write next, and then my mind wanders off to something els","and that's how you write a book, and you get stuck. And then you don't do it again. You get a new book. And you don't finish it. And that's what","and then I think I need to figure out some of the ways that I can do that. I guess I'm trying to figure out why this isn't working, why I'm not gettin","it's a different story, you know, when you start making plans about a trip. But you know, sometimes you make a plan, and you think about it a lot, and","it's good, the last thing is that it's good, I'm happy that it's going well, that's good, it's good. Yeah. Oh, yeah, good. Good.","you know, the other day I was in the shop and there were all these big, huge boxes, and I thought, I bet that if we could take all these boxes and mak","we are going to be doing the experiment, I will be looking at the monitor and I'll be thinking about what I'm doing, and you'll be looking at yours an","I remember when I was a kid, I was really into watching shows, I remember the first thing I ever bought on television was a little TV show, I forget w","I think the answer is that a lot of that is probably the same. I think it's really easy to be a victim of a lie, just to let it sink in and go, 'Okay","it's a lot of fun to be here, you know? It's like being part of a group, like a little group, and I think that that's a really important part of our c","okay, so the way the system works is the computer takes some data from the real world, the data is passed to some program, the program analyzes it in ","just like the way in which the brain makes decisions based on past memories, so the past memories are actually more like a set of decisions or a set o","it's the same, it's just the same thing again. I was thinking about my own past, the past in my own head, and my own memories of the past. I was tryin","And I have no idea what I was thinking at that moment. I know now, in retrospect, I was trying to think of a good way to structure my data collection ","the only way I have to see through it is to break down the various ways it could come about. For example, say I wanted to see through the probability ","I'm in the midst of a big, long-term project, a big, multi-faceted project, which is going very well and is having the intended effect. But I've just ","And I'll be glad to help you... So we have to sort it out, and we have to think about that, and then we have to get to the point where we're thinking ","[a]nalysis of the process of thinking, and the processes of perception, learning, and problem solving, are often approached by attempting to analyze a","it's really just a matter of making up for lost time. I didn't have much time during the semester, but I just used the time in the last two weeks to l","and I'll be getting there, I guess, by some way or another. I'll be seeing all these people I have known since high school. I'll see them, talk to the","the moment that you start to become aware that you're in a situation, the situation can change, you have some power to change it, you can choose to ta","the only way to get something out is to have an internalized sense of how to do it. A sense of where you have been, where you are now, where you want ","and it's just a feeling that something is coming, or that something will be coming... and it's not very good, and it's in the form of some sort of a p","I think I remember when we went down to the park with the kids the other day. ... I guess that's why I remember that, because it was the first time we","The first one that comes to mind is the question of the balance of the whole thing, what I really mean by balance. It's a good question because the mo","[I'm] not sure if they've ever said the word 'black' before, that is the blackness of night, but I think we all know that that's blackness, the black","I've got a lot of stuff in my brain, and some of it's quite cluttered. I keep thinking about it, and I keep trying to find a way of making it less clu","and then I'm going to go back to the beginning, which is the first question, and it is the one that I had in the beginning. You have this book, and it","And so we are kind of a little bit more dependent on the world, on the way things work, than we were before. Because now, you know, you get kind of th","my work is now in an abstract painting state. The first painting of all the paintings that I made, and in my mind, it is very much like the beginning ","we had been given this little group, and it was supposed to be an experimental group. ... [w]e were supposed to have some sort of experimental group. ","the sky is blue, the ocean is blue, I'm a very blue guy, that's not the right way to describe myself, but I am very blue, I have been very blue all my","And I've heard that in the middle of the night you can hear the sounds of the world. If you could, in your sleep, you would hear the sounds that were ","it's like a trip out of this world, where there are no rules. This is like being out in the world with all the rules and regulations, and then you go ","I was talking about the problem with the color of the tree. I was talking about that earlier, but it wasn't clear. It was something that we talked abo","I had a dream where I was in the ocean and I was in a little boat with three other people. And one of them had a great big knife, and the other one ha","and then I'm looking at the door and then the door opens, and the door opens and I'm looking down at the floor, and there's a dog in front of me and i","now it's not a dream, I'm waking up, I'm in bed, and I'm seeing my hands, I'm seeing the clock. And my hands are trembling, and my fingers,","the second person was sitting on the wall with his arms crossed, with the black shirt and a blue T-shirt. Then, I started to hear the sound of the gui","you're like a girl, and I'm like a boy. We're in a relationship, or something like that, and we're just standing there, you know, staring at each othe","And then we have a meeting, I'm thinking, that we're gonna have with the class, and then afterwards the class is gonna be in a big circle, and then we","and it's a great game. I like to play it with my little sister. I'm not sure why. I've never understood why I play that game. Maybe it's because it's ","so I'll go home and just lie on the bed and wait for it to happen. I've got two brothers, so if they come I'll tell them to get up and leave me alone ","And they're still saying 'good morning,' and I'm still saying 'hi.' And then they just like--I don't know. They're like, 'okay. Good night, Mom.","I'm sitting on the couch, you're standing in front of the couch, and you have your arms crossed, and you're looking at me, and you say 'I've been thin","a little kid was in the corner. [pause] It was a little kid with a hood and a little dog. [pause] ... little kid in the corner ... [pause] the little ","And you think of a thing, it's a thing about a guy and a woman. And the woman is sitting on his lap. And his pants are around his knees, and she's jus","and then the one that we did in the beginning of the class, the one where we got the people to give us their own number, and we put it up on the board","I am looking at my phone, and then my hand is going to the table and picking up my book. And now my hand is back in front of me, and then it's going t","and then it was like...I was...I was standing on top of a mountain, and...and the clouds were behind me and there was like...there was a bunch of peop","and then they say I'm a 10. I don't know who they are but they say I am a 10 on the scale of how much I can do. I'm just","and you've got to watch the other side and you've gotta watch it from the inside and you've gott-- you've gots to know what's happening with the other","So what do you think is gonna happen when we get down here? We don't know. I think we'll get there and see the sun's gone down. It'll be a really long","and the light is still going and I can't see it... so it's on, it's still on... so it is still on... and the light was... and the lights was still on","this is going to be fun, huh? Well, maybe not. Oh, wow. There it is. There it goes. Oh, I think I'm going to go to the bathroom. I","I was in a room, I think I'm in a room. It's like a big room and it's like a party, I think. It's a room in a hotel, I think","this is why I am doing this ... I don't know if I can do it. ... I don't want to. ... I am really sick of this ... this is just crazy. ... this","And I am writing a note to myself, I think, and I say to myself, 'I think you are going to have a hard time finding a job after you graduate'. I think","and then I remembered, that is, the other day I went and saw this movie called 'The Good Night' and it's the story of this woman who had been abandone","I'll give you a chance to see it, to see what is there, what I've done, the way I've done it, so I don't need to try to explain it to you","I'm going to get some exercise. I'll go for a swim at the gym. I'm going swimming now. I don't think I've seen you before. What's your name? Oh","and we could put our head in a can and talk through it and the other side of the can would be like a microphone and it would be like on a loud speaker","I was just thinking I was going to be in the office a while longer today. I have to go to the post office, then to the supermarket, then to a differen","I know that it's a big question. I don't know the answer. I think if I have a chance to see you, you're not going to be a guy. I can tell you","And we're going to have an enormous, huge, enormous...a lot of these, we're going to...yeah, we're going to go...I mean, we're gonna have a lot","you know the feeling of it's like your sitting and watching something else and your feeling like a part of it and it's just a feeling and there's no t","you know, that's the funny thing about the internet, because it seems like it's not, that it's not like a very good, or not, I mean it's very good, I","and it's really really a very long time since I've been to the bathroom. And I'm pretty sure it's a good 8 hours since I've had a drink of water, but ","and it's not a lot of money. It's a lot of time. So the more you put into it, the more it's worth. But the more you can do yourself, the less","it's really not a very good idea, really. You know, in the beginning I did have to work a lot, but now I'm doing it in small portions and it's just a ","and I'm thinking of this, you know, and I'm thinking I should put that on the next newsletter or something, you know. And then you know, when you do t","I wonder about that one thing, right? Because, what if somebody came to the computer lab, and they said, 'hey, I want to run a program that can do thi","I am taking my dog for a walk. I have to make a run for the store to get some dog food. I don't know why I have so much dog food. Maybe I need to","I am trying to think about something. Okay, let's see. I am trying to remember, and it's really hard for me to think of anything, so I'm going to look","I have to be somewhere at some point. I have to pick up some kids or something. I have a list. I have these kids that I need to go pick up for the soc","I have to do laundry tonight. And I think we are going to go to the museum next week. So I should buy my ticket for that and put that in my calendar. ","uh ... [she] likes the book. And the book is coming out in November. So, she is looking forward to that. And, that's for, um, the whole family, right","I feel that I have made some progress in getting a handle on this, that I'm more comfortable with it now, and I hope to be able to make more progress ","the kids that are out there and they're going to be, they're going to have to go back to school, so they're not going to be able to play basketball an","and then we see this new year and we're thinking that maybe we can do some things, but we can also think that maybe we have a little bit more time, or","And then I remember, I was reading that last night. There was some story that was something like, the way I think of it, you have to have your own spe","you know, I've been thinking about that book I read by that guy, who was a physicist and he said that time is actually an illusion. You know, like whe","and that's what's so good about the idea, I think, is that you can start with the idea, and you can go from there, and you start building a case aroun","and I know it was a bad decision, but I have no idea how to fix it, because it was really a bad decision. I mean, I'm still going to be a teacher, but","so I'm in the middle of some thoughts, and I'm trying to figure out if I need a second one, so I can get my third one done. And I'm having trouble thi","you know how that one time with the bus, and we were sitting in the bus and this guy was sitting next to us and I'm just like, 'Wow, this is so cool, ","[T]his is a really interesting concept. Like if you can just like [unclear]...yeah. [unclear]. So that's a lot of what's been done in the past","a lot of the things that people do and think of, you know, when they're in a meeting, you know they're talking about a project, you know and I'm reall","and then there's this idea that I had, like, where, in the world, is that place, you know? And the idea is, is it even worth it? Like, where is","I'm thinking about, like, my dog, like, I had this dog, this was a long time ago and I think he's a lab, I don't think it was a lab,","okay, so I'm not sure where I'm going with this, but I'm wondering if the reason the world is so complicated now is because of all the money. Like, mo","And there's the person, who's going to be, if he gets it, and he gets a good position in the military. He's going to, I think, if he doesn't get","I'm doing this thing. And it's pretty hard. I think that's why I do it. Because it's pretty demanding to do this. Because I have to take the time to t","you can't really think of these things, you can't think of these without them being in your hand. So, I guess, if you think of that, if you have a mil","and when I was in college, and I was like, in high school and college, I was always a big fan of the English class and I was always doing good in thos","you're always in a hurry. You're always in such a hurry to do this, and that, and the other thing...but the minute you're really in the zone, you're s","I think that I'm supposed to go to the store, and then I'm going to go to bed, because it's late and I have to be up early. Then I think that it would","the fact that, uh, you know, if you go to a college and you go to one of the big schools like Northwestern or uh, uh, Ohio State, it's all about money","I just think, like, in the summertime we used to go down to the lake, we'd take the boat there and we'd get up and go fishing, and there's this one sp"],["I see the house. The house is white. It's a very old house. It's got a red door, with white shutters. I'm in a white dress. I'm walking up","[T]hey [the children] just sort of played in this field... [I]t was so beautiful. ... [T]he whole field was like an orchard, ...the trees","in the last room in the last hall in the last building in the last street, he saw the figure, just a shadow, on the wall. He saw it before he saw it. ","it's just a bit too late. Oh. This is an awful time. I have to go in, it's not as bad as it could be but it's pretty bad. I'll go","I feel a little bit dizzy. I'm very tired, and my legs are going all the time. I feel like I'm on the edge of a cliff, I feel a little dizzy and a","you can see the shadows of the trees, and the bushes, and you can see the trees. The leaves are the colour of silver, and the leaves are thick and the","And the person I'm working with, the woman I was talking about, she's got a big dog, and a cat that is a little bit meaner than the big dog. And it's","and then you know it's like a light switch, you know it, like you have that thing where it's like if it's dark you just turn on a light switch and the","and I had a friend in a band, and we were writing songs... I think I'm gonna write a song about... yeah. [silence] Oh no! [long sigh] [music","I can't sleep. I think about this. This is like, I feel this feeling in my legs like this. I can't remember the name of this song, but I think it's,","the car and the motorway and the car going along and then the next turn and then it goes down the slope and then you turn again and then there's a big","And the rest of the session, I'll do it with the headphones on. I don't know whether it'll affect me, but I'll do the session with the headphones. It'","the other day I was watching this documentary about this woman who's like a martial artist or something. And then she had a little bit of a fight with","I'm going to sleep right now, I've got an alarm, but I'm not going to sleep at all. I'm going to go to bed in a while and sleep a bit, but","I wonder why my phone has rung so much today. Maybe someone's been calling my mum and I've been answering the phone for her. Oh god, it's her! Hello m","the sun is burning on my face. My skin's hot. My eyes are red, but I don't feel like crying, because I'm so tired. I'm so, so tired. It","that was just a whole bunch of random thoughts... I don't know if I'm gonna go in and wash up now... I have no idea if I have a bathrobe and if I'm co","And, like, I know I'm really, really tired. I'm like, I don't know. I mean, I don't want to go to sleep but I'm like, if I","I think I'm going to call this book... Oh. 'Thinking Aloud Study of Spontaneous Thought' ... Yeah, I think that's a good title. ... I think I've done","I'm trying to think of the last time I had an orgasm... Oh, I have no idea... I remember my first one, though. And it was at my sister's house. And I","I have some free time in the morning, so I'll make a reservation, and they'll send me a link to download the software. That's probably the best way. Y","and I'm trying to figure out where this is. I think it's in the back. ... I mean I haven't even...I haven't even looked in the back, so I'm just","And I want to see that there are all the other people in the city, like they do that in New York, they can see other people that are in the same place","I've had a couple of great memories that I really liked, and it's so weird how that can come up. The first was my sister, I had a really, really good ","I just saw a dog on the side of the road and I was thinking what do you think would have happened if she was like a different breed... like say a Grea","the guy that you gave us, he's like, 'what do you think, would it be possible for you to work with somebody, somebody that can do this kind of stuff, ","the idea of what was there in the beginning, the beginning of the whole thing. It was a good idea and it wasn't a good idea. It was good in one way an","It's a great day. You know it's a great day because you can take the train, and it's like it's not even a train, you could go on the bus, you could","we had a group, the kids, they had a big birthday party for me, and it's in May, and I was, like, doing all the cooking and everything and I was so,","this is my dad's, we used to have this place at the park in front of our house, we called it the...the park...that's right. Yeah, I know that one.","you know, like if you're going to do anything else with your life you know, you have to work hard and everything you're supposed to do and, you know, ","I was on a boat once. It was a long time ago, I think I was 14. I was a counselor for a trip up to New Hampshire with about 20 people on","and I've always wanted to see the Grand Canyon...and I have. I went to it a couple of years ago. I went there and I...I...well, I was there, and","I think of my sister. She lives in Vermont. It's about a one-hour drive from here to her house. She and her husband have two little girls, a son, and ","that's what I like, that's what I did in college, I was the treasurer of the English department, so I had a lot of things to do in the office, and I d","so then I thought of the 95 percent who don't believe in God or religion. I mean, we don't know who they are and how they feel. Do they feel lonely or","I don't know what I'm going to do with my life. I'm a chemist, and that's what I was going to do, and I have a Ph.D. and I'm","I am not a man, I am a woman, I am an adult. I am not a student anymore. I don't even know why I am here. I am an author of a book","I'm glad you're still going on. I'm glad I still have you. I'm sad about you not being here. I'm happy I'm here. I've got two dogs. My","I'm doing a presentation today and I'm nervous. I'm going to be giving it to all my class and I've never done one before. But I've done some presentat","And that was an amazing story, that was the best thing I've seen in a while. It was so funny, I just couldn't stop laughing. And the little girl had t","we could go down the river. Yeah, the river. I mean, it's really hot, so we could go down there. But I wouldn't want to. I would be scared of getting","[S]o now we've got the idea of a house that we could have in the back of our minds, and the kids have their own room, and I've got my room, and","and this is just what I was going to say before you came in... oh yes. And I had a big argument with my husband about a car that was in his name and I","this is what I'm thinking about. You know the pictures you get with your camera, like a photo? And you put the pictures on a frame and you put them on","I have a... I have a lot of ideas about the show. But I have to make sure they fit with the rest of it. I think it would be better if the story was mo","So, I was thinking about how my brother and I got on that boat on the beach and got on and we were looking at the ocean and I was thinking that we cou","and the way we're going to get through this and make it happen and make it work, well, you know, there's only so much we can do. We have to find someb","so, we got all these boxes here, and the idea is, it's like a little bank, so that's the idea of the bank. You make deposits of cash, so you can withd","what was the number of the project? I don't remember. I think it was 97 or 98. Maybe 97. What do I have in my brain right now?","I have a lot of things going on right now. I've got a new job starting at the end of this month. I'm looking at getting my master's degree. I've been ","yeah. We did some stuff today. I think we did two, three days in a row. And I think we're just kind of getting into, uh, some of the more complex stuf","we're working with a couple of different methods in trying to help people. We've been doing some sort of group coaching where we meet up with people o","The people that we are talking about are the people that you are talking about in your research, and in a lot of other things, and this is all just...","I'm not a very good lecturer. I'm not very good at explaining things. I've always had a lot of trouble teaching, I think. I guess what that is is I ha","okay, you're at home and you've been watching TV for a while, and then you're hungry and you're not sure what to eat. And I mean, you're not like goin","you know, you can get your doctor to order a blood test, which will be a good idea because if it turns out that your cholesterol is high or whatever, ","I'm just thinking about some of the things we were doing last night, like with the [musician] and all the other things, and just how we're doing it an","I was in college once...I had a friend, we were in the same department, I think the same major. It was the only department of its kind at the universi","and it's a bit weird. It's funny, too, because I got a phone call yesterday afternoon from the dean of students, which I think was for you, for the de","[I]t's the time to do the project, and you have to do the assignment. So there's this guy who is at the office, and he is giving me these instructions","So I'm thinking about how it's not like it's a question of just putting together a set of things and that you have to be able to explain why you're do","I just had this idea to go to a place called...I think it's a real estate company, called...and I would just say to them...because I've seen many...an","So, what we want to do is to be able to make the transition between the two sets of data sets, and this is going to involve, in particular, a number o","so, then, the other part of the course was that we learned how to use, that we used the results from these measurements to help us predict what the be","and I can see it in my mind. I have a picture. I'm working on something. I have this idea. I can see the idea in my mind and I can have it in words","I'd like to talk a little bit about this and see if it is possible to identify the things that are really important that people need to do in order to","the brain, so to speak, as if it had two kinds of inputs: the ones that it takes in directly from the senses and the ones it takes in through language","you're a great speaker, you're great at communication and, you know, you've got a lot of information you can share with the world, but, you're also an","[in a dream] I was flying over a bunch of farms, and I could see the people in the houses and all this stuff and I would pass by. So it was like I was","I'm not sure. I'm not really sure. I don't know. I'm looking at it, thinking it, trying to think it. And then it's like a flash of something.","that's how you do it... uh, I think I would go... that's what I'm trying to figure out... you know... that's right. Well, there's a way of doing","I'd like to use an analogy. The analogy's a really good analogy, it's the difference between a water balloon and a rock. And the analogy is that, if y","I've got a car accident. The car went off the road and hit a tree. I was on a motorway and I was travelling about 80 miles an hour. I've got these","what? Oh, yes. That's a good question. Yeah, I was thinking about that. I remember when we first came here and my husband, I had just given birth to o","... the 'X' in the center is not an 'X' ... it's not an 'x'. It's a '3'. It's an 'X3' ... It's a big","I guess that's why they call it the 'shooting range,' isn't it? And I guess you can't do any of these things, either. I mean, you can't even say","And that's when I found myself in this position, so that was my position when I was in the hospital. I had my arms raised like that, so I could take t","I've seen a lot of people, so many people, in my life and I've seen some who have done pretty good, and some that have done pretty bad. So I guess tha","this is one of my favorite movies, The Graduate. That movie was very good and it was so real, so real. You know, it was so realistic. You know that th","a little boy, playing, was standing on top of a brick, looking down. And the brick was, like, half as big as the house. He was standing on a little le","I can see the lights on the window, and I can see that they're burning. They're burning with such a glow, and they're burning with a brightness, and t","that's it! Oh, that's it! It's the second time I've gotten that image. That's the second. What was the other one? The other one? Oh, I've","and there is a boy with a white hair band. And he's got the biggest eyes, you know? And I'm sitting in a car and it's raining, and I'm looking at him","I'm thinking about that one time in college that I took a class in music. It was one of those things that was required of you. We had to take it, you ","I was on the plane from the East Coast to California. There was a long flight, and I was just kind of thinking to myself, you know, 'what the heck am ","I have an idea about something. I have an idea that I could make a program in which you could... you could make a piece of furniture that would... it ","there are all of these places in the city where the water supply has been contaminated, and so, if you buy any kind of bottled water, you know, you're","this is where I have a lot of issues. So, it's an area I try to think about a lot. And you know, I've been thinking about it a lot since the election.","I'm trying to figure out what my values are. I'm trying to do the right thing and I'm not always sure what that is. What is the right thing to do? I'm","I'm going to say, that's my whole point, is that we don't know anything about this. We don't even know what it is that's going on. And it's not like","this is why I keep thinking that we could be in a situation where we could be like in a situation in which we are like, I guess, we have, you know, we","And so I think that a lot of it comes down to this, because I think, I have a lot of confidence in people. I think, we have a lot to learn. And I thin","so there's no need to go to the computer, unless you're just sitting and watching, it's a good time to just sit and watch, you don't have to be active","this is a great way to really think through a problem, and do it out loud. It gives you a way to think through things and explore a solution, and that","I'll have to think of a way to fix this. That is not going to work. I mean, I need to be able to move in time. I need to have an understanding of what","I wonder whether or not I could have, if I had a really good reason, and if I really needed to, and I couldn't afford to do something else, could I no","this is my feeling and it is a feeling that you are the person that I want to know. I want to have a relationship with you. I want you to know me and ","and I was trying to find a way of doing it but it's so complicated. But I've been trying to figure it out for years now, and it's so difficult and the","I'm thinking that it's because of all of our expectations of each other that we don't do it, and maybe we have to stop expecting so much of each other","and you're like, what are you? And you know, the parents are like, oh, it's okay, this isn't really a problem, the parents know how to deal with it,","I feel I should have done this yesterday. I should have made sure my dad's not going to be in here. I have a lot of work to do. I don't like to wait a","I want to be able to tell people about that. I don't know how. I don't have a story. I think it would be more interesting to me to get back together w","the little girl with the red dress...what would she think if I told her...what would be the reaction if I told her that I'm going to get her to do thi","I was thinking about what I'm doing for work right now. I'm working with a person that I work with all the time, but she has a son that's autistic, so","and that's what's going to happen, so I'm going to have to be responsible for the kids, and I'm going to be in a different environment than the one I ","and that was the end. But now, of course, there were more children, and you can imagine how the family felt. They were like, 'Well, I guess the world ","and that's one reason I was thinking that we should be doing more research on it, because when it does come up it's such a huge problem. There's no wa","and it is interesting how, when we are not thinking about it, a lot of things are going on in our minds and we're just unaware of it. And you're only ","this is where it gets weird. Because it's not just a matter of some abstract idea of the concept of the world. There's something that I see in the wor","and I'm thinking of the last time that we went to the park. It was in the summer. We were in the park at the same time, and I had my headphones on, an","that's pretty much what's going on, is the relationship between, it's all about relationships, relationships, relationships and how they affect how pe","and then I'm just looking at this [image of a bowl of fruit] and I'm thinking, how do you get it all the way together? What is that process that's goi","I've been having a lot of thoughts about my writing. I've got a couple of things going on. One is a story that's going through me at the moment, and I","And it's a part of the country, so it's going to be very similar. And I think I was like in my 20s. And I would go up there. I think","and the second is... well, I have to... I'm trying to figure out a way to tell this to my boss, so I could take some days off, I mean, not like,","it's a good point. That is a very good point. There is no such thing as an off-peak hour, I think. I don't think it's as if the energy is completely","this is just what we don't like about the U.S. right now, the U.S. is not going to be able to afford it in the long term, the U. S. is","I guess I'm not very happy that there are still many countries who do not allow women to be doctors or lawyers, or are only allowed to be nurses. Ther","I have been working with people for a long time...I have worked in the mental health field for almost twenty years now. I have seen a number of people","the past was all about money, it was all about how people made money and how people got rich and how they got poor and how they were oppressed, and I ","[I'm] trying to figure out why I don't get this. I was talking to the doctor about my condition [dementia] and he was telling me that I shouldn't worr","you know, it's funny, like, a lot of people like to, I guess, they want to be leaders or they want to make a difference in society and they think they","I just thought of something that's pretty cool that happened in our last class, which was the question of what is the best way to get to the top of a ","It's been like that for years. My boss is going to be here. He's an older gentleman. He's not that bad. He's really very, very good. I had a hard","so... I was talking about the 'chatter' I get. I do like to talk to people. I have an idea. I'll be more like a talker. I like to talk","[talking about] a woman who is, who is on her way to become a nun. And the way she became a nun was the way I was on my way to become an atheist.","And I'm sitting there on the couch and I'm listening to the radio and I'm looking around the room, and I'm sitting here in my apartment and I have two","I was listening to something today, this morning, and I thought about this guy that's in the movie, The Usual Suspects, and he says, you know, you hav","and we are looking at the data, the data that we had, the data set that we had from the time that we started that whole thing with the computer. And w","you know, so it was, it was about 1000 people. 1002 people, actually. But I've seen, I've seen several cases of 10","I was watching a movie and it was a documentary on this woman who went out on the highway, a woman in her late 60s, and she was just sitting there and","what is the purpose of this study? Oh, we're going to look at the relationship between thought and language. Well, I don't know anything about that. I","The past. That's the thing, the past, there's nothing I can do about it. It's there, it's happened. But if you think about it, you can see what's","but then it just doesn't matter. I think there is no point in that at all. And the way they talk, it's a very academic thing. It's just a way of doing","you can't help but get excited, you can't help being curious, you can't even stop yourself. You think it's a lot more interesting and useful than it i","what about a guy who has two brains? In his mind, one brain is thinking, 'I'm going to have a beer,' and the other is thinking, 'You shouldn't have a ","the idea of the self: it's the most interesting thing I've ever come up with in my life, I think. And I'm thinking of it a lot. There are so many prob","what's the meaning of life? I don't know. There is no meaning. I don't think so. Why? It seems to be, what's the word, unanswerable. No","and that's how it is with the heart, like the heart of the body, which is a pump and a pump must have an input and an output. And the pump must be abl","And this is a story from the old times: I was walking in the mountains with my dog. The dog and I had reached a large clearing where the sky was open,","and it's interesting how we can remember things without being able to recall them in their entirety; we can only remember little fragments, like a wor","and I can't understand why. There is no one there. But it feels like they are there. And that's why I have to say it out loud, because the voice, it c","a big round table, like a dining table, and chairs. A big table, and people around it. Some of them are going to sit at the table, some are going to s","a bit of a question about how much money they had spent on the apartment, the idea being, maybe he could give them some more money, or maybe he could ","that the government can't be expected to solve all of these problems, you know. In other words, the people can't be in this position of thinking that ","the number of people in this country that actually think of what is going on in this country. In fact, we could have a discussion about it. I think th","but what I know is that there's a lot of things in the way of the progress of the United States. For example, the United States of America is not only","And the way you look at these issues is so fundamentally different. They are really different. One way of looking at it is that these are problems tha","we are so self-centred, we are so selfish in our thinking; and we are so caught up with ourselves and our immediate personal interests. And the result","it is possible that a number of different biological processes are involved in the same, higher, goal, and that some of them are mutually antagonistic","you don't have to do all of these things for all people, you just have to do them for the ones for whom it is appropriate. So, what is the point of al","The same thing could happen at the same time, and I think that's a very important factor to consider in the design of the future of our society. It's ","well, if I could, I'd really like to get rid of all the bad memories. I've got lots of memories that are good and lots that are bad. I want to get rid","the truth is I'm going to be sick, that's the truth...I think I'm going to start a new book, because I feel I'm not able to finish any more books, it","what I want to do is to be able to tell people that I have had my own experiences with cancer and I was a young man. So I think that this will give th","I remember that when I was a teenager, I had to make some decisions about what kind of career to pursue. I was very much into math and science. My par","I was born in 1952. I was born in a small city. It was a very cold place. There was no central heating. And I grew up in a very large house","there's a couple things I'd like to mention, I have to say, that are probably the most important things I know about my career in terms of teaching an","you know that they do that. They can, in effect, keep you from going back to where you came from, you know. So, the thought comes that I've always tho","I mean, I have been in these kinds of relationships with, you know, I mean, I know they're different, right? I mean, they are very different. And I do","It's about time for us to make some changes to the way we do things, especially the way we work. I think that the real issue is that we are a group of","and you can see that the two [sides of the brain] are both connected to different parts of the body and different parts of your brain and that in most","you're gonna have to think of that on your own, and I guess there are probably several different ways you can do it. So you may end up with different ","I have been to the museum, but I didn't have time to really look at the pictures and the stuff, and the information they provide. So I ended up just k","well, and you know, it was really a different way of doing things, but it's interesting to me. You know, I feel that there's a real sort of, a real ki","I feel like I'm in a kind of twilight zone...I don't have a sense of time or space, and I feel like I've kind of lost my connection with myself, but i","the fact that there's a lot of different aspects of the way in which the human mind works and the way in which it is organized, and how it has evolved","It's a great feeling. I have a really great feeling at the moment. I'm sort of in a meditative state. And I'm just... I'm not trying to think about an","I'm a little bit scared of being too hard on my daughter. She's very creative and I know that she has a lot of potential, but sometimes I think she co","[T]hat is a little bit like having a child that is very happy, and you get a lot of energy. The downside is that sometimes when you are really excited","and I feel the air is very light and soft and I'm being drawn to the air by some force that's very gentle, very soft, like a hand that's being drawn o","I'm just sitting here, not doing anything. I'm just looking around, thinking about what's happening around me. It's quiet, and I'm not really paying a","so that's the thing, that's the little bit of truth. And it's that kind of thing that I think we don't look at it. You know, it's not even just a","I'm wondering why I'm here and what I'm doing here. I feel like I'm doing a lot of things, but not really accomplishing anything. I think I've got a l","I'm trying to come up with a few ideas for you. And I've got some things that have come up. I don't know. Maybe they're not really. I've got to be","I'm thinking of a man with a beard, I guess it's my dad or somebody like that. I think of a man and I think of something that's been going on. It's be","I'm going to make this up to you, but you won't be happy. You'll think I'm a jerk. I've done this before and you won't like it, but I'll","I don't know. It's not clear what's going on. What's going on in your mind? I don't know how to describe it. I think that maybe what I've done is","I was just thinking, the only time I could see a difference between a film and a video was when there was a difference in the sound. Because a film wa","I'm going to do this, I'm going to keep on going. I'm going to go on. I'm trying to figure it out. I'm doing it. I'm doing this.","we're going to...get the...the...the... [pause]...the...get the--get the... [pause]..get the...get the idea in your head. The...","It's like that. The reason is that when the whole thing is over, when I have been with them, I just feel really good about it. And I don't care about ","now I can see it. I've been looking at it. But now I see the whole thing. It's the whole thing that I'm seeing. I think that's what I'm seeing:","I don't think we can do anything. What are we going to do? How are we going to get rid of all this? It's almost too much. It's an awful lot of stuff","I'm not really going to the movies tonight because I have to go to work and I have to pick up my son. But if I had a lot of money I would buy a lot of","I was thinking of a story I read about a couple years ago that I thought was pretty neat. A man had a cow and he got drunk. He went and got the cow an","I remember being a kid and I had to take a nap in the woods with my dad. We had to take naps in the woods on the weekends. So I remember the woods. I ","I'm thinking about my mom and dad and how they were the first people to marry in a courthouse, in a big ceremony. I remember when my sister and I got ","And you have a job you love, huh? I have a job I love. I love to do what I do. I'm a real estate broker. I live in New York City and I","and then I think, I would like to be a writer. I would like to write a novel. I think it's important to have a real job. I have to work to provide for","the big thing about all that is, I mean, a lot of people can't take that stuff out, or can't take care of themselves in general. A lot of people get s","I don't think they can make it. They are not as strong as I am. They are going to get beaten up. And then what happens to the children?... Well, the c","we're going to have to make some serious money, so we can buy some good equipment. I think that's one of the things that will make the biggest differe","there's a whole new world of business here. I mean, look, they don't have to put up with all the stuff that I do, that we do, and a lot of them have","I was talking to a fellow yesterday who I knew had been a lawyer. He'd been an engineer, then he went into law. He was a little bit of a problem. He w","So that's, so what are the issues here? I mean, we've got a lot of issues here, and I'm, I don't, I don't think, I'm not sure","I wonder what a person who's a little more developed in terms of their social skills, would think of that. I mean, I suppose someone like that could t","the thing that's not working is the government's just trying to get things done without the citizens participating... [and] if I'm right about it, it'","if I get on the board, and I don't make a mistake, I get a very high percentage of the vote, right now. I don't think I'm going to have to worry about","it was a little bit of a problem. It wasn't an easy thing to get into. But the second and third time, it was a whole lot easier. ... I was just kind o","we've done it and now I think they'll want us to do it again and we'll be up against a situation where we've got to find a way to get the money that w","so we have the potential to grow, to make that decision and then just do it, right, or you don't want to make the decision, it's too difficult and you","I'm a member of the human race. I'm a human being. I'm also an American citizen, so that's another layer of identity. And then I'm a member of my imme","the more time I spent with people, the more I liked them, the more the old kind of hatred...dislike...for the others kind of people that I had felt in","and now I'm in the house, the house is quiet and I have all my family and friends and friends and neighbors, people I have known my entire life, and I","I'm reading, and I've been reading the same book for the last two weeks. And I just thought, I feel like a lot of times, you know, we all are reading,","I think that if there's a lot of money that comes from one place, then there will be more opportunity. I think the opportunity would be there, if ther","and I'm in this whole other world where it's all so simple, it's very simple, it's just, I'm in a world where I'm just happy, I'm just very happy","so there was some sort of...a good number of...I think there was...some number of them that had just been released from prison and we didn't want them","I guess that was a good thing. I don't know why people would do it. You know, just, I don't want to be an asshole or whatever, but it's like, if","I got a call the other day and I had to go out on the town. I was out on the streets for a good six or seven hours and I went into a bar. I thought I","I don't know what the hell I'm gonna do when the baby's born. I don't want to be a single parent, and I don't have a job. I don't know how","the idea of being a mother, being a father. You're a mother and you're a father. And you're married to a lawyer, and he has to go to court. You have a","I was at home one time. I had a cup of coffee. I'm at my computer right now. I'm a senior citizen. I'm in my seventies. I'm retired. I","so I'd rather be with my husband. And we'd be doing what we're doing right now. And he's going to be sleeping and I'm going to be doing something. ...","it's my turn to say it's my fault. It's not your fault, but it is my fault. ... I want to make sure the right people come out of this and that all the","I know it's been a long time since I was in a serious relationship, since I was with someone I knew was serious, and we were really in love and really","I'm not sure how I feel about that. I could go see this movie and get all sorts of great new ideas about life and maybe get a lot better at it, and th","you know, I've been doing this all my life. You know, I, I've never had anything good happen to me, but I don't really care. I guess, I mean,","I think there are many more people out there than you would think who are in that kind of relationship with their parents, but you don't know it. So i","the end of the day is the end of the month. The end of the year. You've had a wonderful year. You're getting older. You've made so many friends, and y","[I]t's like the beginning of the 21st century. And in a sense, the 21st-century was the 20th century. And the 23","I don't know how to put it. But I have an idea. You know, it's all right there, but I'm not sure if I can put it into words. Well, we","so it's like... you know how in the beginning of your career, you're like a high school kid and you don't know what to do? I mean, I didn't know what ","I'm thinking of all the other people, and I'm trying to figure out how much of my life I would want to give to any particular cause. And then I'm also","I feel so bad that I got a grade on my report. My grade is 58%. I'm pretty disappointed and I want to do something about it. I'm going to talk to my","I was really confused by that. That I can be a real person, but then I go to these online places and I'm not myself, because there's like, a different","I was just wondering, and I don't know how to explain this, but... if I was to go back and do something... I guess like go back in time, and I was lik","and that's the reason why we have so many different kinds of things like... like this. Like... I'm trying to think of a name for it, and it's like, 'w","I was thinking about my classes and I'm thinking about like, maybe I should go take like a class in like how to write or something. Like I could, I co","I think if I was a little younger and had a little bit more money, I could buy a little condo, and then have a little bit of a place to live, and then","and he's like, 'yeah, I know,' and like, 'what do you like about it? what are some of your favorite things about it?' And, and so I just like,","So, I'm thinking about a lot of my memories. And it's funny because the one thing that's always, that comes to mind is my high school. That's, that's ","oh, like what my mom always did was say, she was like, 'If you really want to do something, you know, if you really want it so badly, go out and you k","And it's funny, like in the classroom, I'm a teacher, like I'm a professor and it's just, I know that I've been thinking about my, my professor and li","I don't really know why I do this. I mean, it's something I like to do, I guess. You know, I read a lot and I've always liked to do that.","And then I think about my parents, I was born in the mid-sixties, so... I've only been able to live a half-life so far. I'm not as old as I really","I see... this is an image of me. This is... I've seen this in my dreams. It was... I was... it was me. I was looking out and I was thinking about","the image of a man with a long beard sitting next to a tree. A man in a black robe, I think, with a long white beard, and he's got a long nose, but","this is a strange feeling, is that I've got to have an orgasm, and it's quite painful and I'm trying to stop the pain because I don't want to wake up,","I feel like I've just got a really big, heavy weight in my chest... I want to cry...I feel like crying, but I'm not sure what I'm crying for. I can","it's a very long time, isn't it. You know that I had a terrible time yesterday. I don't remember anything. I woke up and I couldn't move and I was sha","this is why, why I was always so angry, because it was always him, it was him all the time, all the time. I would go home to see my children and see t","and then I'll have a heart attack and they'll say, 'We thought this was going to kill you but we're glad you didn't'... [laughter]... then I'll wake u","and we all have different skills. Some of them have had all this training, all this experience, but they're still not as good as me at it. I've been d","I think they're all just gonna have to go into the country. Like a lot of them are going to go to the country, and that's what I'm going to do. ... It","a little bit of an adventure, that's the best thing, a little bit adventure, you know? We could go camping and that, you know, in a cabin, you know. T","the guy that ran for President who ran for President on the Reform Party ticket. I don't remember the guy's name, I don't know why. But he talked abou","a little bit of my personal life has changed in the last few weeks. I'm going to be on a very extended trip and I'm going off on the road for a while.","and I remember this, you know, this, this, one of these places, which is one of these, uh, what is it? The one of these things that, uh, was,","and now, in the end, the big question, is whether or not we're going to have the technology available. We may not. And we're in a situation where we h","we're doing a lot of work on that and you know, so we've got that project on our plate for the next couple of weeks, we're going to be trying to imple","and in that sense, you know, we're still, we're not, the environment is still not quite ready for the idea that, you know, there are, you know, people","and I have to be more careful about how I interact with people and how I approach things. The more we do, the better our data is and the better we can","I'm working on my 3D modeling stuff right now. So I have been looking at this problem: how to build 3D models using data from different sources, which","I think you've done this before, that's the big reason that I can't do it right now: I've done this 100 times, but I'm not going to be able","I'm here in the room. I've been here for about 25 minutes. I think I've done quite a bit of thinking. It's not all that much. I'm not very","The whole thing, the whole thing is pretty much a kind of a project management. It's all about making things happen. Making sure that the right things","the two people I think of first, when I think of the people that I can imagine who will be reading this, are people that I know quite well: one of the","so when I say 'I'm working on' I mean that I have the idea that this is the right way to go. But there are other possibilities. There's always some un","I don't think that this is an important question, because I don't think I can make any sense of what is being asked here. I know that it's about a sto","I have a bit of a problem with this idea that you have to be at a particular level to be able to participate in a group and a dialogue and that, on th","I guess that's why they have a number of people on staff there who have degrees in linguistics. They're looking for patterns, and they're looking for ","I'll talk about how to get started. How can you get started in writing a research article? Well, let me give you a little example, and this is the fir","I'm in the lab right now... and I'm going to talk a lot of nonsense and I'm going to try to make it coherent... and I'll have to say it out loud, beca","I was thinking about the number of times a year I go to my daughter's house and there are these big, huge gatherings with a lot of kids, and I have to","we were talking about... about how you know, and then we were talking about how when you read the book, and when I was reading the book, you know, the","and I'm just kind of... I think this is what I was saying... I was saying that there's this... and I was talking about how it's so different here, fro","so I'm reading about how people were trying to think about the differences between different kinds of consciousness, between conscious awareness and u","it's hard to believe that... I'm still alive after everything I've been through. ... I've been a soldier, and I've been involved in a war...and I'm he","[the person] who's behind the whole thing. If you know about this case, I don't want to say who's behind this thing. I'm not going to name any names. ","it's like it was written in stone. They're the first words that come out of my head. 'He is not going to let me pass!'...and I don't know why. I","I feel a lot of pressure. I feel a lot of pain. I don't know where this pressure is coming from. It's not from the outside, I guess. I don't have the","you know I've had this idea for a while that I could do something with my writing. I don't have anything to really work off of. I have this idea that ","I just woke up. My mind's kind of in this weird place. I can't even quite figure out where I am. I've been dreaming, I guess, or thinking about dreams","I am a 11th grader. I am an English major. I'm in my first year of law school. I'm trying to figure out what the hell I'm doing in my","I'm not sure why the people who do the editing of the film want to do this. I don't know what the purpose of the film is. The film is supposed to be a","the only way to find the answers is to really look at the problem from a different perspective. And in doing so, I think, it's going to be a good idea","so I'm thinking about my dissertation topic and I'm thinking I'm really, I'm really struggling with it. So I'm really really really trying to figure o","I feel like this is kind of a new area. I think I'm getting more into it and I'm actually starting to have a lot of ideas for a book, and it's excitin","[it] starts to sound like a thing you can't really talk about, it's like a story about what you did or you saw or something, but you don't really reme","it's been a while since I was here. I haven't been here in a while. So it's kind of strange. I guess I've been feeling a little bit isolated, like a l","there's a part of me that wants to say, like, 'no, I'm fine, I'm good, and this is enough for me to be happy.' But I've gotten a little","I just read a really interesting article about a study on this: they are going to be looking at the effect of certain kinds of social media, like Twit","you know, this whole idea that you can have a conversation with a computer, with a machine, that you can ask it questions and then it can give you ans","And so, and so, that's what they call, they call the, I don't know, they call that the, this is like the, the, the first one's the first one","I have a strong feeling that you have a strong connection to the universe, and that's really interesting, because the more we talk about it, the more ","I'm not sure why I'm saying this. Because I am looking at something on this side, that's interesting. I see the... I don't know exactly what it is, bu","[s]o, it's all about time. We can only experience it from the past to the future and not from the future to the past. I mean we experience time as an ","we've got to, we've got to start over, we've done a bunch of things and I'm looking back and it's just, I just, I've done all these things, and","I'm just wondering if there's any difference between the mind and the brain. And I think the mind is a set of processes, or it's an organization of pr","this is the best way to live, and if I had to do it all over again, that's the way I'd do it. I wouldn't have to do it again, though. I","and then I started thinking of the movie The Wizard of Oz, and how they had these weird little creatures that were, like, so little but they were real","[I]t was in that kind of situation where I first met some of my future friends. I was in the fifth grade, and I was in an English class, and I don't k","[I] was just wondering why [I] don't think about [it] too much. [I] think about [that] sometimes and [I] wonder, if [I] were","And the guy's face is really ugly. He's like a horrible person and his eyes are just really creepy and kind of, you know, sort of weird looking. But h","[The narrator] is an anthropologist studying a culture who's supposed to be the main character in this story... but it's not like she's going to be th","I feel like the world is ending right now. The world is ending. The world's ending. The earth is ending, I mean, there are 3000 volcanoes. The earth","I'm not sure I even want to go on a date. I mean, it seems like the whole point of a relationship is to eventually end and I just don't really want to","I'm not sure how to respond to that... [she looks at the camera, looks away, looks at the camera] Okay, you know... you know that thing, the whole, li","yeah, I'm like, this is it. We're done. Like, we're going to be like, oh, okay, I guess I've got to go home. And I'm like","I feel really good, really good right now. I just want to sleep. I feel like I can sleep for 60 years or 20 or something, but I'm just tired.","and so, it's just a real nice idea. I just know that there's a lot of things in there that I want to do. I know that I just don't wanna have the time","I can see a lot of the things that are in the back of my head, and a lot of my plans and stuff, but I don't know if I'd call them spontaneous. I mean","the woman in my head and the man in my head are having an argument about the woman in the picture. I think it's about what the man said to the woman. ","that was kind of interesting. I'm really not sure if I like that song. I just like a lot of songs. But I think there's something about the song that j","I think it's the best thing you ever saw... You know that's what I think. I think that's the best thing I ever saw. I mean, I think I've seen a lot","the guy's got a very bad case of... uh, I think, uh, schizophrenia. I don't know. I think it is... uh, schizophrenia, yeah. I'm not sure.","I think about the future a lot, I guess I do. I'm sort of like, well, I know that the future's coming, but I don't have a plan. I know what","[t]he way they've got the word 'just' in there [i.e., 'just think of it'] -- the way they've put it there, it's really the way I","I guess you don't really need a lot of background, to get the gist of it, the essential thing is just that. It's just that you're not really making a ","I was going to say that it was a very good study. The reason I was going to use the word study is that I was going to make the point that what people ","The fact is that we've always known that the brain, as the organ of consciousness, would be the most important organ to be studied. This is an interes","I wonder what it is that's going on here. What it is that drives me to do this. I'm trying to get at it. There is something I've got to say about this","the idea that I'm writing this is to see how I react to this. To see how I think, and how I am, and to see the extent to which I'm in a state of","what is the purpose of my life? That question has always intrigued me and I think the reason it has intrigued me is because it's very hard to answer. ","and then, at the end of the day, I get that, the feeling of a kind of completion of the day. And of course, it's different for everybody. So some peop","and it's like, you know, my problem is not, like, that I have an ego that's always talking to me. I don't think that's the problem, because I know the","and then I thought, what do you think I'm saying? It's the question that the book is supposed to answer, what am I saying? And it's not very good. It'","and I guess the whole thing is a riddle. You know? ... the whole thing. You know, I don't know whether I can do it, but I'd like to. I'm","I don't know...I don't remember...I don't see...I don't hear...I don't feel...I don't think...I don't do anything...I can't remember","I have to go back and forth. I'm here in the office, and I want to go back to the house. I don't want to go to the house, but I need to go","that's all well and good but it's not all I need. There are other things I need. I'm not a computer. I can't do this. I have to do something else.","I've got to have a nice cup of coffee, I can't do my job without a cup of coffee. I have to get up and get my coffee. I've got to go get my","the same thing happened to me, it's kind of like a memory. I guess I need to go to the store. I think I have to go to my wife's and she's like,","I was thinking about some of the people that I have met that I really like. There are a few that I'm pretty sure I don't have time to visit anymore. L","and then he did it in the back, just so, you know, so he could come out. And then he left, and then he went over to his office and his wife got home,","and I think it's interesting how the little boy looks so much like the other one. Like it's a little bit of a similarity. And the way that I remember,","I was thinking about... um, a few days ago I was, I went to the car wash with my... I think it was my car. And I saw, and I remember, it's","the idea that some things are so simple, like 0 plus 0 is 0 or 1 plus 1 is 2, that you don't need to prove it. Well, yeah","it's like a very thin piece of paper that's not visible and you're in a room and you're walking and you're just trying to find a way out of the room. ","it was really funny, because when I was a kid we had these... we had a television at the time, I'm not sure if you remember that... and they had a sho","it's like a clock. You have a clock in your hand, it has a dial, it's a radio clock. And you have a little box that tells you what time it is. And","okay, that was funny, I remember that from before I was married, so it was a different thing, but the same kind of thing. And I was in the room and it","okay, so it's a...a little bit of...a little more of...of a...a...a...of a, it's a little bit...a little...a little less than","there's a guy there and he's got a really big beard and a long mustache and he's dressed in a white shirt with a black belt with a little buckle thing","I just said the word 'hundred,' and that's like the word 'one hundred,' and then you have a hundred ones and two hundreds, and three hundreds, and fou","there are always all sorts of things going on. Like the fact that I've been going to this dance tonight with a girl and it's just me and the girl and ","I had a friend, I know, that I thought was, that was a bit of a slob. He was a real slob and I don't know how he got through anything. I","[...] and I'm going to go over there and try to get in touch with my dad. My dad is dead. Well, I mean he died. He was, he was killed. He","And we're supposed to be able to give them the money, you know, to put it in a bank account, you know? We have to do the whole thing. You can't do it","[in] 1962 I got married, and I was...in New York. I'm still here in the States. I came back and I did some teaching for a year.","you know, I just look at a couple of those pictures. You know, the whole thing was kind of neat. I mean, I don't know how they would even get all thos","I don't know...what I'm going to do with it...I have no idea. It's not like I can sell it and buy it back or something. I mean, there's a","I guess that's it. I've got nothing more to say about this. That's all the way it's going to go, this way. That's not fair. It's not fair,","I've seen them in the past and they're really really really really scary and it's a big part of what you'd like to see in a horror movie is the feelin","I'm at a party. I'm standing in a circle of people. I'm drinking. I'm wearing a dress. I've never worn a dress before. I don't want to. I","the girl in the front seat, she's a model or something, and she has this little puppy, and she's on the phone and it's like a big, you know, phone thi","you know, you'd never know it's a new song. It's a weird song, but it's got that country sound... (laughs) ...I don't know if I'd play it","And, and then there were those...those...those...well...those...oh, there were those two, those two guys that were like, you know, when you're on the ","I'm sitting on a sofa with my legs crossed. And my head is in the cushions. And the walls are all yellow. There's a clock on the wall and it's like a ","and then that was it, I said, okay, I'll do the math, and it came out to 35, and I said, well, I'll see, I'll see.","I guess the first question I'd like to ask is, what do we do if you have a patient that is taking an antidepressant that is not working? That is my fi","[I'm] thinking about my hand... and I'm thinking about my toes... and I don't think I have any... I'm thinking of all these different... different peo","I'll just get out of here and get some fresh air, see what the situation is. We'll see what they've done to it. I'll get out of my car, get out of","my memory is all over the place and it's so hard to keep up with what's going on, and I wonder if I should do a job like this and be in charge of some","that's really what I do with my life, I guess. And, you know, it's not that I don't want to, I don't mind doing it. I like, like doing","It was a lot of stuff that was going on. There was a lot I was doing, a lot of people I was meeting, a lot I had to remember. And it was going on all","the book, you know, it was the first thing that I ever published and it's still being published. But, um, it's funny. I'm a pretty good writer, I've b","so the next day I went in there and it was like the guy didn't even bother to take off his coat. And, in fact, I had to take his coat because he didn'","and I was wondering about, you know, I'm wondering about the thing where you get, I'm thinking about the thing about, I'm talking to someone in my apa","[t]he biggest challenge is that I don't have a good background in math. So it's kind of hard for me to do these types of things. But I'll be honest, I","what are we doing today, what are we doing with the material? We're going to do it on Friday? No. It's going to be Friday, I think, I think it's Frida","so it was good for my brain... I can see, I think I can see. It's pretty... I see it's pretty... the brain... the brain is... the brain in the picture","oh, the reason the universe is so big, it's so large, the reason it's so big is because it's all very chaotic. That's why you can get all these differ","I have this, uh, this, this little device. This is a uh, it's a little uh, it, it's made out of uh, a metal, um, metal and it","I think that's an interesting one. I wonder how to make it work. I wonder what would be the best way to do that. I wonder, how does that work? Well, t","it's got a 28 foot diameter, it's about 14 foot radius, 14 feet and that's the diameter and the radius, and that's a pretty good circle.","and, uh, you know, it's a little hard for me to remember what happened on that day, because that was so many months ago that it's been all over the pl","and if they don't want to know why you've chosen it, why don't you just say you don't have the time, you don't want it, it doesn't interest you. ...","[the] words come out of [my] mouth in a very incoherent way, and the problem is that I don't know how to use these words. And they are words, but","I've always had to have an exit, but now, if I'm walking, I'm going to have to change it to a go back, so when I'm going back, I have to","I don't know where to go with the idea that they are both right. There's just one point to be made, though, that it's the same thing in reverse. I kno","And then he says, I want to be a cowboy. I want to make my own way in the world and have my own property and ride the wild horses, you know. And then ","a feeling that we're still trying to hold things in the air. It's like we're holding it in the air and we're afraid to let it fall, but it's going to ","and you don't know that, you know, I'm not saying this, I'm just thinking. I'm not trying to figure out anything, I'm just trying to think, I'm trying","it's not just that I feel like a person, but that I actually am a person. It's a self-awareness. And if I were to be able to look at me, from the","I'm going to make some of these things more concrete and I'm going to build some of this up. I have a big goal here of building a comprehensive theory","And that's what I do, is I spend time doing research, and then I get this idea, and then the next thing I do is I write it out. So it's like the way","the word 'cabbage' and I said to myself 'that's an odd choice, isn't it?' because I think that's not the first thing that comes to mind when I'm looki","and then it occurred to me that I have forgotten to buy some eggs, and so I decided that I'd better go down to the supermarket. So that I can buy some","a child that was left to their own devices would be like that, to be a little bit naughty. In other words, they would be like the little children we s","I was thinking about the question 'What would happen if...?', and then the question 'Why?' comes to mind. But that doesn't work very well with what I'","And there was a lot of talk in the end about how the project should be organized, and this was where we had a real problem, because the main problem w","I think of the future. I think about what we were doing with the paper in the early part of the day. I think that what we're doing now is a bit like w","and I had been working on my research project. And I had been thinking about what the first part of my research project was supposed to be. I had been","and so I don't think that is the reason I'm in trouble with the English Department. I think that it was my failure to finish the papers. But then I th","[I]t was really an exciting moment for me and I think for a lot of people, too, when you can start to think about things that you can't see, when you'","there's a lot of good in this. It is also quite a struggle in a way. And it is something that we can be doing more of. And that's something that can h","this idea of a system in which all the information in the environment was recorded in an easy way, and then there was a computer that would process an","and I can see how one can get an idea for an experiment, because if you look at all the ways to manipulate a variable, you get an idea of what the con","so the whole idea is that if you can get an algorithm to do a certain thing, you can then see whether or not, from the algorithm, you can do it on a h","and then I'm going to a seminar today where I'm going to be talking to the audience and then they're going to be asking questions. And then afterwards","it's like a stream of consciousness, in a way, but I'm not going to say that that's it. It's a stream of half-formed thoughts, half-thoughts, half-b","The... The... The memory of... of... of my grandfather and grandmother and the memory of my father and the memory... of my mother and the memory of...","so the next time I go to that, I'll have something to say, and I think, you know, the first time you go there, you might be afraid to say anything, or","I've been thinking a lot about this movie The Imitation Game. I haven't seen it yet. I'm waiting. It's the story of Alan Turing. That's where my train","and the fact that, you know, the other side, there's a big problem with that side, and it's going to be, you know it's going to cause, and, and,","you know the saying, 'you get what you pay for.' Yeah. I don't pay for it, I pay for the price of it. Right? Because the price is, like, what"],["And there's a lot of people who work for the same reason that I work, right? Because there's a good purpose for it, that I know what I'm doing. And I ","I have a thing I need to get done that's in my computer and that's in the mail. And I have to go out and buy some more mail and send it off. I need to","and I've had a bunch of people that I have to call to see if they want to be in my family, and then I get to the point where I have to say, do you wan","and then I was just doing all kinds of little things in my life and then, then, it just seemed like that the economy was getting worse and worse and w","and it's just a matter of time before one of you will have a stroke, and you'll be like me and be in a wheelchair for life. And so if I want to have a","I know there are different ways to make a living. I know I could do a job I can do, but it's a lot more difficult to make the same amount of money. It","it's 12:15. I'll see if I can get the job. That's a big job. I'm glad I have it. I'm just wondering what it will be","you know, you look at it, I mean, this is how it's written. So I don't know if I want to go in, or if I want to not go in. I","I was thinking about the 1948 attack. And we know that there is a connection between the 1947-1948 war and the 100 percent","I'm going to be out of town next week and I have to take the kids to school every morning and I wonder if I can't just leave the kids here with someon","we should be doing this in the summer. We should be doing this as part of the summer programs. There's been no summer programs in this city, and I've ","and then I have to go in and work and I go in and I have a little more work that I have to do. So I have to work at my desk all day, and then come","I've got a meeting tomorrow morning at 9:00. I'm going to be up there. We've got to get the security up in the plant. The plant is going to be","you're not going to get a new contract with the city for the next five years, it's going to be 50% cut, and you're going to get no funding. You're","and this is not something you can do from one day to the next. You know what we were talking about. We were talking about a $15,000,000 per","in my life I've been in the same place for the last eight years. And it's been a very rewarding eight years but I'm ready to take on new challenges. S","I was saying this morning that my idea of being able to put in a new computer in here. This computer's been sitting here for 12 years and has to have ","I'm still thinking about that. We've got to think about that. I don't know what we can do about the state of the country. I don't think that we've got","I have a lot of difficulty getting myself out of bed every day. It's one of those problems that I've got to deal with, and it's not getting any easier","we got some reports, I think we did, about the work. I think I went to the school meeting for the first time in a year. I don't remember if I was ther","I just can't say, like I said, I can't say it, like, what we really have to do, you know, like we have to make sure that we're doing it as","I got a call last week from a new client. It was a very good client. I did a lot of work for them. They were going to put on a major, I think, about","I've done it, I'm doing it, I know there's a big deal that's going to happen next, and I'm sure we'll be doing it for the rest of our lives.","and you know, the big problem is that we have such a terrible history, as a nation of this, of being a nation where we've had to, and I think it's tru","you know, I have a good friend who is a scientist and he's working on some stuff related to the history of science and he's just released the first bo","So I was thinking about the things that I don't like about the university. I was thinking that when I was in the university I was in a class that was ","that's the one that I don't like and the one that is most challenging and hard to deal with, which is a lot of the problems that we have with the wome","there's been a lot of effort put into these last few years trying to bring more women into the business. But I think the reason why it hasn't been suc","the Internet is the most powerful thing I've ever seen in my life. And it's not just because you can talk to people in 100 different countries and 4,0","a new perspective, a new vision of our place in the world, of our history, of our culture. That would be very interesting. You know, for example, if w","and there is a sort of ... the internet has its own way of measuring the importance of information. And sometimes it's very different than the importa","And that was in 2003, and I was writing my last year's book. And it was a very difficult book. I wrote my first book when I was a grad student,","we have a kind of 80 million years, we have 10 billion years of history in the earth and then you start thinking about, what kind of information you n","there's a new idea, actually, which is the idea that the brain itself is an evolutionary system. It's the same thing. There's a lot of discussion in e","[a] little more than a century ago, in 1836, the American physicist William Thomson, later to be Lord Kelvin, had this to say about the earth. He said","that's what we want. We want to know how to do this in a way that we can do this as quickly and efficiently as possible, and so what we do is we use t","a little girl, in fact, and I just had an idea that maybe she was the source of the problem. And the reason I think that is, she is a little girl and ","I guess we need to do a lot of research to figure out how to do it, how to get the information. I mean, the real information that's really interesting","we can't figure it out, so what do you think? We don't have anything. What's the best thing that you can do? Do you have any ideas? I have two ideas.","you have a good idea, the idea of using this data to create a better prediction. I think it's really important to do that, but I also think it's equal","And then he's got the problem of how to solve the problem. If he wants to solve the problem, the solution is the problem, not the solution. So the sol","so if you're going to, say, do a little bit of work, I think you would need to do a little bit more work, just so you can get to a place where you can","uh you know how that was a great idea but we don't have any time for you to implement it so we need to find another way to do it so what we're looking","I'm really not sure what you want to do with this, because I'm not sure what the end result is. It's really difficult to do the thing. And I'm just no","what do you want to do with it? How do you want it? The original idea is the one that is going to be more interesting and you're going to take that id","I just want to go out, just go out, and let's say I have a bunch of time, I have two months, I have a year, whatever you want, and I'm going","So, like, if you look at this, it's basically what's happening in the stock market in terms of volatility. So, when we get into this kind of volatilit","okay, we're gonna do a random number generator. And I want you to generate random numbers between zero and one. So the way the numbers are generated i","if I were to ask a question: what's a good way of communicating to someone what's a safe level of risk, and what's not, what would you suggest? A pers","It's going to be a little bit more challenging in terms of how you can use it. One of the things that is an important component for any machine learni","I have a feeling that if we look at this graph, that we are going to find that the curve is actually going to look something like an upside-down parab","I have an idea for an application, let's call it something like this, I'll call it something. It's a visual editor, a text editor, but you have the ab","we are going to see how this will work out... I can't find the data here but I am not sure, is that even possible? I am not sure I am not sure. We hav","there's one more thing I want to mention. And that's that in my view, the goal of this sort of data mining, if it's done right, should be to figure ou","So then I thought, let's say I'm a developer for a video game. Then I can play this game myself. And then the problem I have with that is, I have to b","So, I guess, if we're gonna have a random selection of a set of numbers and we're gonna use it for our, you know, to build the tree of this. Well, the","and I'm kind of looking at the size of the object. I think I'm trying to use the size of this object. I don't know how big it is. It's 20","that's the reason why we do this, is we do this to make a profit. The more we do it, the more we can make a profit... you know, the more you make a","we got some of that...it was really difficult...so I had to have a lot of different data to understand the whole thing and understand the whole system","I'm thinking of the way that it's always hard to make decisions. I guess it's the uncertainty. If you're not confident enough in a solution or you're ","this is going to be a very interesting period of time. It's going to be very challenging. But the same way I've had to learn how to learn how to manag","the amount of stuff that we have in our minds and the number of tasks and the number of things we have to juggle and keep track of, it's getting out o","that's the thing about what's going on here in the world today. So that's the thing we need to figure out. I can't give you a straight answer. That's ","the important thing is that we have the same definition and the same model, and we all go through the same thing, and then it's a lot easier. A lot of","I am also saying this to make a point. You will hear that this is a bit of a struggle and you need to be careful here because if you do not follow the","that's probably true. Yeah. And you know, it's kind of similar, in some ways, to what we've talked about with our relationship to ourselves. So if we'","[I'm thinking] of the idea of using a different approach, the one that I was talking about, is that it's all a question of context. What I'm really tr","it's really nice because it's a combination of two things. You can work with the 3D models and you can work with 2D models as well. But 3D is great","I'm in this kind of position where I'm not getting enough sleep because of all the work I have to do and I'm doing a lot of work on the weekends. And ","it's really hard to talk about that because it's really, really important for me to be able to have a good relationship with my friends, but at the sa","so, you know, I'm thinking about that, you know how the brain works, the different ways the brain works in different people, and I'm thinking, you kno","[in my dream] I was a guy in a university and I was in an interview and a woman is interviewing me and she's asking me: why do you want to work for th","I'm wondering if it's possible that the future will have a huge influence on the past in the sense that some people who are not even born yet might ha","I remember a lot of things. I was very good at that when I was a kid, I think. It was probably even better when I was in high school. And I do remembe","you know what it's really interesting, you know, I feel like this, I'm trying to get to the bottom of this and I think there's a really strong connect","So my feeling is that it's better to have a lot of different technologies. I'm actually really excited about the prospect of things like Google Earth.","It's a pretty interesting concept because it's that sort of the, you know, the whole concept of the global brain. It's the global brain because it's a","I just think I want to understand people and understand what they're doing and what they're thinking and why they're doing what they're doing, why the","I have no idea. I mean, I would think the other thing is more important than that. I mean if we want to have a discussion about something that's more ","so I was trying to figure out what are the things that we can do to help to get to the end of this period that we're in. So what are the changes in th","the challenge for me in terms of what it means to be a human being is that, when I'm speaking, there's a kind of, like, a different sort of feeling wh","the things that you have to do that you didn't do last month are you doing the work for the committee and you have a lot of meetings going on and that","the same, the same. I wonder whether it will be a positive effect in that sense. So if we, as humans, have this tendency to be sort of more... we have","we know, we have all the experience in the world, but we just don't have the experience of having that experience. Because of our experience in the pa","I see a bunch of different things, but I just started thinking of a little bit more about the way that the universe works and how there's different wa","I had the idea of doing the same thing with a group of people that I don't know. You know, I have the same idea about having a group, having a group o","so the whole point is that that's how you develop your thinking. That's how you grow as a person. That's the way that we grow. In the same way that yo","and that was what led me into a whole other project that was more about, you know, the kind of things that I've talked about in the past, which were l","yeah, I guess what's important, that's a really hard one. I guess what is important to me is, how do you tell someone that you're like, that you're ha","I'm not sure if it's an artifact from my mind or an artifact from the world. I'm not 100% sure it's an artifact of my mind, but it's still","yeah, and then there's kind of this weird thing that I just don't think anyone has really looked at, or if they have, it's probably just me, but I hav","there's this idea in philosophy that everything is fundamentally probabilistic and you have no ability to determine whether something is a fundamental","you know the concept of a graph that is a graph that has edges that can be colored. Right? Like so, you know, you can think of the edges as being like","and the point of this is to show that this is what is happening in the brain at this time, but what is happening to you is that you are thinking about","what I'm saying is that I believe there is a probability that when we encounter the Universe as it exists in our minds that it is not just a random se","there is a way to achieve a certain state that is much better than any state that we can imagine. In fact, the state of enlightenment is the state of ","I have this feeling that there is a fundamental, deep and core level to which all things are connected, and I don't know how to describe that feeling.","So, that's what we do in a computer system. You create an interface. I think a lot of that has been the work of a lot of cognitive science, to try and","And when I'm thinking about the future, that's a problem. Because when I'm doing something, and I know what I'm doing, and I'm just going through a se","And so, if we take, let me say, I like the idea that we have a bunch of different things. You know, some things that are good and some things that are","my wife's reaction, the whole thing is very interesting, and I think that's why I find it so interesting. So I've thought a lot about my wife. I've th","It's almost like, it's almost like the whole of this world, the whole of the universe is just a simulation, and that our consciousness is being fed, o","[I'm] talking to [you]. I'm not thinking about you in any kind of deliberate way, I'm just having this conversation with myself as I would have with a","I think that when people, when you ask them how to solve a problem, they usually, they have a very specific solution, they think of a specific solutio","what about the last year or so, right? It's kind of like the last five years. The last five years, my family's been really busy. So I've been trying t","It's like if you're playing a game, you're doing a puzzle and you're going to put this puzzle together, you have to have all the pieces to be able to ","yeah I'm actually like going through a couple of different ideas, or strategies to help me figure out some of the things that I'm trying to solve. I t","I think I just... I have no idea how to think about how to do it, but I have a bunch of stuff that I'm going to do. And I'm going... I have a","the number of different types of thoughts that we can have is huge, and the number of thoughts that people have is also huge. And so, I guess, the rea","I have a project that I want to work on. It's a way to write software that can work on all different types of hardware and software, that it could run","yeah, yeah, you know, it's funny because I have an idea about my model for, say, say the, let's say the world as it is right now. And, it's","I don't have a dog. I'm going to have to get a dog in the near future, and I don't have any ideas for what to do. I'm thinking about that, and","[there] is this feeling, like when you're on an airplane and it's like, the altitude changes, and it feels like, well, you know, the earth is moving a","uh, so we have a, we have a number of, a number of people that, uh, that are currently looking to hire, uh, some of the, uh, the people that,","yeah, we got to work on that, the idea is that we need to have this software running on multiple platforms so that you can, you know, you can have it ","and then you have the question, 'What if you're going to get married?' I would say you have to be able to do the job for the whole life of your compan","what the heck is this about, what do we want to know and why do we have to know this. You know, what the heck, what the hell is the goal of this resea","and it's like, you know, that's actually the case. I mean, that's a really interesting point. I was like, hey, maybe I should actually test this. I do","okay so the thing I'm trying to get at in this problem is, um, is what would be the, you know, if I'm trying, um, I'm trying to make a system","okay, so, so, what we know is that, as as the as the, we have the idea that, that as the temperature gets lower and lower, as the temperature goes to ","and that would be, that would be a good question. It's very interesting question. Why do we want to have this data available to us? For me, it's a goo","I've been wondering what it's like for other species. It's hard to talk about in general, because it's not exactly the same for all species. But I'm w","[I]t's sort of a real problem... I think... when we talk about this, you know... this is this problem of having to be... you know... so many people ha","what is this? What is this? That's like, how do you know when you have a problem? Like, do you have a set of rules or things that you've learned or th","So you could be like a you know like a, yeah a lot of people will do a lot of research and then they'll get their data and they'll see the results and","I would like to see how it would work if I did this on the computer. And I could try to write this out, but then there's also a risk that I might not ","the reason I didn't want to go into this is I was trying to use the approach of this was a good thing for me to have to do. And so I would have to do ","so you've been thinking about what was done by the team... it was interesting to me because... as you were looking at the... the graph and looking at ","[I'm] thinking about the next 15 minutes. I'm wondering if I'll be able to finish the session within the time allowed. I'm thinking about the 15-minut","I am looking at the question, and I am thinking that there's no way to do this without being able to sort of map the data, which is I think probably g","I've got a few things going on. I've got to get a lot of my notes on a spreadsheet and make it look nice, because it's going to be a presentation. I a","oh, so we had two children, so we're gonna have a third child. And then, I don't know, maybe if we can get into the two and a half child budget. Then","I'm doing some of the prep for my lab that I had mentioned earlier, and the lab that I'm working on now is looking at the impact of this COVID vaccine","And then I'll start to write the script. I'll come up with the script. And I'll be like, I'm going to have to take a couple weeks off. I'm going to","my car, the one I have now, was a 2006 Volvo, which was a great car, I had a few minor issues with it, but it was pretty reliable, it","692 is a number, 234 is a number. Okay, 128.16, so this would be the 16.18. Okay,","that's really just an algorithm, that's a little bit, that's some of the data that we're getting from our initial studies is that's a small, you know,","now I want to talk about the game that we just did. And what we did in the game was we did some questions. We had questions to help us figure out what","It's the first time I've ever been out to a movie like this, so I'm not really sure how I feel about it, you know. I think there are some people who l","So the research question is about how different types of algorithms can be implemented in the brain, in the neural system, in terms of computational s","So the world, you know, we've got this world which has a set of laws. And then you've got these people, and you know, these people who are trying to g","the moment when I am sitting in this room and I see you in front of me. I think about this thing that's called the internet and it's amazing. So I kno","so you get to the point where the distribution of the values is actually the same across all the different variables. If we were to go out and get som","oh yeah, the last time, I was like, we have some data, right? We have some data to share on the same thing, and we should be able to put together a pr","[it's] really important to be able to create a context where you can learn in a way that's more productive for you, you know, so you can actually thin","and I've been doing a lot of thinking about this, about how to do the product launch in the next two years, and how to build out this team, and how ar","I'm talking with somebody I had a phone call with last night. They were saying that they have a little bit of a different opinion on something. They'r","I have no idea about the... I'm not really a computer... I'm just a software... I mean I'm a computer... It's like a computer software, like a... It's","and I'm saying to myself, 'This is a nice set of questions, and we're going to be able to figure out which ones are the ones that are actually going t","I just started writing this, and I'm not sure if it's actually any use. But I thought maybe, for the sake of curiosity, it would be good to see if we ","so it's actually, the one thing that I've been thinking about with the AI is that I'm thinking about, like, the AI actually, the AI is actually someth","oh I think that's a pretty good point, but I've been thinking that in the case of things like, you know, the application of this sort of thing to say ","I've got this new product, it's a video game. It's a single player game. There's a set of characters, and there's a set of goals. And you're trying to","there's this concept of... of a global maximum value of a function, and I remember that if you have some function, you can do... I'm trying to remembe","there are no equations that I know of that describe how people will actually behave in a large group setting... You could take the people that are in ","what we were going to talk about today, well, that's really a general idea. We were going to look at the idea of learning about the world through a sc","what I do is that I use a lot of different data, including the actual data, but I have a lot of experience in the field that is not covered by the dat","that was a bad choice, and that was a good choice. So, it's not a bad choice. It's a good choice, but it's not optimal, so what do we need to","I have a feeling that I'll have a feeling, I'll have an idea for a novel or something. It'll come to me and I can just pick up a pen and write it down","a little bit of a problem. You know, the code, the code. There's a lot of problems with code. I think I was trying to get back to something about how ","So we want to show that the technology we've got works, and the results that we've got can actually be used in the real world. And so there's been a b","I guess the question I would ask is, what are the things that are important about this particular field? I guess, in general, the big things are like,","I can think of some more examples of how people tend to change over time. This is particularly true for people who are exposed to certain technologies","that's what it means when you have a problem, you can see it as a problem, it's just like an investment, the problem is something that we're facing. S","you can take a lot of information from the internet, a lot of different sources. One is you can take it and you can aggregate it and try to put togeth","[a]s a parent you have to take into account a lot of different factors and I think the biggest challenge for a parent is the decision of whether to ha","so when you come in you see a table and it's in front of you, and you put it into your brain and then you think about it, and you come up with a set o","a lot of people, uh, who were affected by the pandemic have done a lot of work and have gotten a lot of data in a lot of ways, and I think that is ver","[17:26] and so if we could all have this ability then I think it would make our lives a lot better and then you know [17:33] like in","So this is why I like the first way of doing it. In terms of the second one, I mean, I do think that that is a good thing. I'm going to be very specif","uh, yeah. Uh, uh, you know, one of the, I was in a, I was like in a meeting with, uh, like, um, um, you know a group","and you know, I was thinking about a friend of mine who is in prison, who's being held in, I think, the federal penitentiary in McNeil Island, and I t","that we're getting all these questions about the impact on the stock market and the economy in general as well as the stock market specifically. And I","there is this whole set of things that come in, and that's, I guess, that's that's a function of the way the brain works. I mean, one of the things I'","[I]t's kind of a long-standing theory that the brain does its best work when you have the ability to rest your eyes and have a chance to see where you","I don't like the way that the stock market works. I mean, if you are a small company, you don't have as much access to capital because you're not a la","and I think that's why they can make a lot more money than the people in the private sector. It's because the private sector is smaller, so it has les","[I]f you just have a good, healthy, well-educated society, you've got a lot of people that are basically smart and are capable of doing a lot of thing","the first question, of course, is why am I doing this. What do I hope to achieve by doing this? What are the expected outcomes? Well, if I can achieve","what are the characteristics of the people who are involved in this work? I think it's a question that can be asked by anybody, that can be a part of ","a couple of months ago, I think I might've read an article in the paper about a woman that was found in a car park in London that was full of her own ","my mother is a real great woman, but she doesn't have the ability to do business with the Chinese because she doesn't speak Chinese and the Chinese do","[T]he first thing we had to do when you got in is to figure out a way to get all of you off of your positions, off of your desks, off of the table,","there's the whole question of, well, how do you go about, how do you deal with a large number of projects, like the whole question about, for example,","I mean it was, you know, like when you were in school, like high school, junior high school, and the thing was the grade school, it was a matter of li","it's not only the individual, it's not just about the individual, there's a sense of community. The community is important. The community really matte","I've just been thinking about how difficult it is to get your head around that, you know, because they've been looking for so many years to get this t","it's very interesting. You know, I think that's one of the reasons why I am so successful with the government is because I'm a technocrat. I'm not a p","it's a big question. The idea of the republic and the idea of the state, the state is in crisis, and that's why I say, and that is my position, that t","and I had this idea to look at the European Parliament. The idea that I had, which was more like a fantasy, is to take the European Parliament, to put","there's a lot of talk in our society about the dangers of guns and about the need to reduce the number of guns in America. The idea is, you know, let'","we need to take action and the reason for this is because the reality of the world that we're living in, the fact that people are going to be put into","It's not just the technology; it's the people using it. If the government is going to have the same people on both sides, then they're just going to h","so the question is, is it better to have a rule or not have a rule? Is it better to put these things into the system or not put these things in the sy","... ... I don't have much to say in terms of what I'm seeing in terms of my own thinking, or my own cognitive processes. There's just very little I ha","I think, I've been reading the news lately. And I've been thinking about, I think, some of the things that are happening, you know, with the situation","it's just hard to get up the energy to go out and do those things... like I can't remember last time I went to see a movie, you know? I haven't been t","I think, for example, what I would really love to do is to help people get back to the basics of what it means to be a person and to be a citizen and ","I have no interest in the problem, but the way the question is framed is problematic. And I think that, frankly, the problem of global warming and the","[I]t's sort of like an experience in this case that, I mean, I'm still sort of at a loss for what to make of it. And I'm not saying it's","[I'm] looking at the [a]ir pollution and how [the] air pollution has changed over the past 20 years. And I think that's an interesting question to ask","that's why it's such a good example of how people can be taken for granted in a way that they shouldn't be. When you have a person that you are really","what I think, is that, as a researcher, one's tendency to be able to rely on the system and not to be able to find oneself, to rely on oneself to the ","so I have to look at the data with this mindset. So, my bias is that the data should be seen as a positive indication of the behavior of the model, bu","I'm in this space... in a room of my mind... of my brain. The brain is this complex thing that has many neurons that are connected... there are a lot ","the mind's eye, where I see everything, is, I think, the part of our brains that's been most successfully augmented with neural implants, so that ther","I am sure that we all have a vision of ourselves that is more interesting, more important, more productive and more fulfilling than what we're doing r","I want to be able to write the sort of code that I want. I want to write the code and I want to do so in a way that is completely different from how I","and this was the original model, you know? This is the one that was designed, and it's only been a little bit tweaked since then. We've had more data ","and so this is just the normal, so it is just the simple, so this is the simple, this is the normal, this is normal. What is normal, what is normal, a","I'm not sure I have the same opinion anymore. I think I'm more in favor of the second, because, again, you're looking at the world as a whole, and, in","we're trying to build a civilization that has a lot of, that's a lot more than just a big economy. A civilization that is very sustainable. A civiliza","and I have been working on this problem, which is quite interesting, and I'm curious to see if we can do the following, that I've been working on for ","and I see in my mind that I have a tree and a tree has a certain number of nodes, and the number of nodes is proportional to the number of branches, w","uh the light was on and I saw it was on and there was an error. I had to, I had to do a restart. I had to restart the computer and then, uh, it","I think there's something really cool here. The idea that if you have a very big network, like a big graph that represents all of the knowledge in the","I am currently having an argument about, well I mean about a lot of things, but I'm trying to see how I could find the root of a lot of the problems a","and that's why I think that we'll have to do that for every one of these studies to see if the difference is really due to the algorithm or the traini","I'm thinking, I'm looking at a lot of data, a lot of different things and the model I have in my mind is that there's a lot of this sort of data comin","and it's an interesting example. In some of these cases, it's the kind of thing where, you know, I'll see an example of how people are using this, or ","So, I mean, it's a really good, you know, the way, in a way, in which, in a way it's really great to have a machine that can do it automatically","and I'm thinking of all of the problems with this sort of model right now, because the world has changed, the world has gotten more global, and that m","it was one thing to be on the job, it was a different thing when I was off the job and I had to deal with that. The other thing about that is that in ","and I was like, what kind of a world is it, that the average age of a person who is trying to be a parent is 49.5 years old, and they're trying","I'm starting to realize that this whole concept of artificial intelligence and self-learning and machine learning is the same concept that's driving t","and that was the first one that was implemented as part of the social media world. I think it's just... yeah, I'm really excited about that. But then,","the AI will do something that I don't want it to do. And I just wonder whether, and how that might happen and what would be the first instance where i","and then this is going to be the final project for the course and there's going to be a final project and then I guess there will be a presentation, a","So I'm still doing a lot of these things, but I've also been kind of making it more structured and I've been talking to my students about that. They'r","so it's sort of a matter of... you're actually in control of your own life. Like, you can think about doing that, but you can do it. The... it's not j","oh, the new release of a book, for example, which is about this book's theme. I'm doing a talk about it, which is very popular. I'm giving the talk th","but I really really want to make a long term commitment. I really think that it is possible to do that, but I'm just not really sure I'm going to be a","I'm talking about something like that, just the way you're talking. That's really good. I mean, there's a lot of potential for the way this is going. ","So this is kind of the... the... I mean, this is a really big topic... to kind of figure out what are the... what are the big things... that we know t","you know I mean I mean I was working on my my thesis on my paper on the 4th of July and so and so we were talking about the the 4th of July last weeke","it's an interesting question, you know, this idea of like the future. And how far out do you have to go to have the future, to really be able to know ","there's some really interesting, you know, thinking going on, right? And so, it's like when you look at something and say, well, like, for example, th","so the idea of a very large, very powerful machine being controlled by a very small, very simple control, and the implications of that for what's happ","[in] a couple of years I'm probably going to need to learn [about] a little bit more about the hardware that I'm using because I'm really into that ki","I'll show you a good one. I have a good one. In a few seconds, I'm going to show you an image and I'm going to say a word. What happens is that","we're at this place and you're looking around and there's this large building and then you know and there's another building right next to it. So that","I remember this place and I'm here in New York, which is about 60 or 70 miles or whatever it is, from San Francisco. And so if I want to get a","I'm doing a think-aloud study about what happens when people have to do that. And we have three different participants sitting around a table, and the","uh, I've been a very lucky person. I've had a good run. I've, I've, uh, uh, I guess I got a, I guess it was a, it","so when you have an idea of what you want to achieve in an experiment and you're trying to figure out how to achieve that experiment, how to go about ","this is all, this is what I am. That is the self, that is the self. And this is the thing that I can't live without. I can't do this without it.","[and] so they've developed, you know, different ways of measuring the impact of what's going on in their brains and so on, and so forth, and we can th","I'm having this experience of just the energy. I can't really tell you how to describe it, but there's energy there in this room, and there's energy c","I'm gonna get a bit more information from the video. And I think the video will show us, like, what the video will give us the opportunity to do, to s","this is one of the more exciting things that we've seen in the last couple of months. So I was reading this paper on this study, which basically tried","I'm thinking about that in the past, right, but the more that I learn, the more that is known about it, the more I'm thinking that maybe this is kind ","I think that a lot of our work, a lot of the problems that we've had with AI is because of our attempt to make an AI system that is intelligent, in te","this is a very important moment because it's a bit like a way to understand how to be human. It's a way of being human. So we've had this idea in this","and the way I've seen it, which I think is more relevant in this case, is that the kind of argument that's made about the use of force and the use of ","it's sort of like a whole system, which is based on the idea of human rights, and then there's another system of economic rights and then there is a s","so there is a certain amount of research that is going on that has looked at the various kinds of intervention methods and how effective those are, an","I'll have a nice lunch here, in the future, when I'm in a situation where I need to eat, but I've already figured out how to use these kind of technol","and then a lot of people are sort of doing a lot of different things. It's like, the big difference between the stuff I'm doing versus the stuff that'","I feel like I should do better, but I'm not sure what I can do, or how to do it. I feel like I have to be more proactive. I think it would be helpful","and I want to look at how people learn about the world. What are the ways people learn about this? There are different kinds of learning, but there's ","it's the other way around. It's not the case that when we have some sort of a crisis, it's actually a problem and we're like, oh, well, we're going to","and they're the ones that I am sort of more skeptical about and sort of interested in, you know, when I see things that are sort of like this, sort of","a lot of the things that we do are, are really based on these kind of emotional, gut feelings. And they're not always based on very rational and very ","I'm looking at some of the research that's being done into the use of AI in this area of healthcare. And there's a lot of that is about the use of dee","and I think that it's interesting to see that when you talk about AI, it's just the most general AI that would be the AI that has access to every sens","I know, the thing about, you know, you think, 'Well, this is going to happen.' Like, I'm going to buy a new car. And, so I have to do","I have this idea, a theory that there's a problem, we're going to have some problem, I'm going to have a problem, the problem is going to be that we a","I've got to think of this. I have to think of the next level, and think about how to get that. So, you know, I was thinking of a, of a, uh","I think you know that in the time you're on your way to the other side of the world you're probably going to have to get a bit of a haircut. If I reca","it's all about the people in your life. The people in your family, and your friends, and the people who you work for. If you're a leader, the people t","I'm thinking about my kids and the work that they do. They both work in the government and they're doing a very good job, but the system is completely","I've got a daughter, who's a good girl, she's 21 now. And she's studying for her PhD in environmental engineering. And she has a great job. She's got","I have this idea that people think, if you give them the ability to make some money and then give them a couple of years to learn the language, they c","the problem of a certain type of person who is very good at math. And the problem is that they do not want to know that the problem has been solved. S","there's this idea that I'm working on, and it's been stuck in the back of my mind for a while now. It's a question of the difference between, say, a c","it's like a supercomputer. We've got a supercomputer, a supercomputer for everything, it's called a supercomputer: quantum. It's a quantum supercomput","and then if we're lucky, it's going to be a small city like the one we have in the US, you know, it's a small town and the idea is that the technology","this is really a great idea. Let me see, it's just, uh, I'm still in this process of building the app. I was thinking I would do it with an open sourc","that's what I'd call an '80,000 ft. view, in my case, and maybe it would be a bit too high. I'm looking at it from a","it's a little bit of a paradoxical thing, where you need to build, you build a lot of capacity in the system and then you're like, you need a lot of p","the whole thing with the music and the games is that you can have a great game experience with a very limited amount of music, but you can't do that w","we could get a lot of new ways of using the data. For example, let's say you want to know what the impact of this or that new feature is on your overa","So we could start with what you can see and what you can touch, what you can actually experience, and what's out there. I mean, we can see and hear a ","[29:00] Yeah, that's that. Yeah, I'm good. Okay, I'm going to think about a lot of stuff in here, so I'll just see if","you know, and the reason why I'm not seeing this stuff, is because I have to use the same model over and over again, right. So I have to think about t","and I wonder, so I know I have a couple of goals, right? I've got to learn a lot more about what is the kind of system that would make a good, say, I","this is something that we have seen for many years, we have been looking at the same phenomenon and we have seen that these are all really similar. Yo","and then in the end it's always a good idea to do some kind of post-mortem on the system as a whole to make sure that that it's really robust. But tha","The word that comes to mind is that the other day I was out in a small office downtown, and a few of the folks I work with are in the office, and it w","[thinking] about the notion of, say, [0:53.7] you know, the idea of the difference between a technical innovation and, say, a human innovation. I thin","and I can see, the data in here, I think it's from, I think the data in the U.S. was from, I don't know if it was a different version, I","13th of May was the day that I first met him. I went to a place called the Natura lancheria where I was supposed to meet him and there he was. He","and what I see is that's not really the same as the way I did it, but maybe that would be an option. But yeah, the problem is, I need the 2,0","and I was thinking about the person that I worked with, the person that had the same problem of having a lot of different ideas in their mind and it w","I guess this is the start of the session. I guess we'll probably talk about the different models that you have in mind, or I've come across to be able","I feel a little bit uncomfortable with that, because I feel like the model is not really addressing some of the questions that we might have with resp","this is my first attempt to do this and I've been asked to do it a couple of times by people who've done it, who've said that this is very similar to ","I'm trying to make this... it's just very difficult... this is hard... we're at this point where it's very difficult... because we're trying to implem","the main thing is that you have to do some preparation and be able to communicate about it in a way that I can understand what you're doing. You know ","okay so what are the things that we can do as a business in order to get more value from data? so we can start by trying to find a lot of the business","I was trying to figure out, like, how the hell do I get them to think like this. They can't, they're not able to think like that. So, how do you get","I want to understand how a human brain works. How it takes in information, how it stores it, how it remembers it. And then the brain itself, the part ","I can see, there's some kind of like, kind of a... um... there's some... um, kind of, um... so there's a lot of different... so the whole thing","and, you know, that is exactly how I felt. And then the last thing, you know the thing is, I think, right now, I think there's a lot of people who are","[this is] really fascinating because I feel like this is a really important topic and something that has been the subject of a lot of research, but al","what we're looking at now is this notion of, as a society we've got a particular way of doing business, which is the traditional model. We have the ma","Okay, so, if the majority of people can be reached by Facebook ads and then that's a pretty good way to get them to purchase products that they would ","and I just want to say it's not the first time that I've seen these sort of things. I have seen a lot of them, like with the companies that were invol","yeah, the real question is how do we make sure that these algorithms are working correctly, how do we ensure that they are actually doing the right th","you know, a lot of the people that are going to be looking at this stuff are going to look at it and be like, wow, how many people are going to be doi","1,000 hours in practice, and you get to 2,000, 2,500, or 3,000. So, the learning","and it's a really important idea because what happens if there is an event? What happens if there's an event? Let's say an event is like a tsunami. Wh","I'm trying to think about some ways to make my life better. I don't want to go back to work. I'm not happy with my job. I'm in a better position now.","I have a family... my family has a 5-year-old daughter who is, uh, who is really good. I think she's just as smart as I am. So she's going to","I know that the UK has a big problem, right now, with the vaccine. And that's because they haven't been able to do anything about their supply of vacc","It's a big concern that we'll have to have a new kind of economy and new kind of education system and that kind of stuff. I'm very happy to say that's","my current understanding of the world is that there is a problem with our democracy. There is a problem in our democratic system in that we have too m","I've just been to a wedding, in a bar. I don't even remember how I got there. It was in a bar and the wedding was held in a bar, a very very big","that's really what I think about. That's really what's in my head. ... That's what I'm actually doing. ... That was my actual task. That's what they t","we can't just do whatever we want and not be accountable for what we do, or not be held to account. And, like, a lot of this is like, it's really hard","I don't see anything wrong with that. I think the problem is in the execution, but I don't think that's the problem, but it's just in terms of executi","we're all doing everything we can, and I feel like, and it's a small percentage, but a small percentage of us, and I think it's the ones who are getti","I just wanna go to a party and have fun, and I've always been that way, I've always just been a party animal and I've been an anarchist. I've always r","we have a lot of really smart people at the White House who know a lot about these things, and they're just sitting there with no opportunity to speak","you know what I think about that? It's like, how do you say it in China, I'm not sure, but it's like, if you don't want to be a citizen of","the problem of this, and the problem with this is that people get this message that I have to get a job at 18 because it's like my parents were, like ","I've been watching a lot of movies lately about how the CIA has been so, so bad at the way they run their operations. There was a lot of problems, lik","I feel a bit of a lack of agency because the world is just so overwhelming right now. There's so much to do. I don't think I've really had time for my","So this is a moment where I've actually had to sort of, to get into this sort of, the actual implementation of AI and I've had to go to my, my backgro","yeah and that's the same that's the problem for me is that we're living in a world where we are basically expected to do everything in a very short pe","there's a bunch of us who are doing a lot of this research right now, and there's a lot of people in the industry that are, you know, very aware of th","And so now that we're in this post-1989 post-cold-war era, we've been able to look at this topic and say, 'OK, here's what we know","yeah I think that's why I find that the data that are produced and the conclusions that are produced in the field of economics are often very far out ","okay. So I'm talking to people, and I'm going to make an assumption about people. And that assumption is that people want to be listened to. People wa","you know, the thing with that is that you don't, and it's hard to find like good information. But you know, one of the things that I do is I look at t","the other thing is like the things that I see in the media are always like, I would say, in general they are more like extreme, and then we're like, '","I can't quite remember the name of it but there's a line in the song from The Smiths. I don't know if it's an actual song, but there's like a song cal","what is the point of going to work? There was this little girl I was talking to, she was 10 years old, and she was doing the same work as me, and she ","my thought was that it's probably not a bad idea to have a discussion with my boss about this, that we could talk about it, we're in an organization t","I was trying to think about something. I don't know if it is going to be interesting or not. I don't want to go back to the 'What are we learning this","so if you look at the [instructor] training, you'll notice that you're kind of training the instructor to be a better trainer. You're training the ins","and the people, we have been talking about, the people in the room. How do we bring them on board and how do we manage them? I think a big part of wha","and I was thinking that, you know, there is a lot of research showing that we know how we think. The problem is that we know it really poorly, because","the point, which I've made in the past, that we know that we live in an environment that is highly competitive, and I would argue that the most compet","I'm working on this paper where I'm trying to develop a taxonomy of how different kinds of communities relate to each other. You know, we have online ","And what does that mean in the sense of how we think about the world and how we think in the sense that we're using our brains, and we're making infer","so I just want to get into the context of this question, because if it's a good question, it's gonna have a lot of nuance. So we're gonna be talking a","a bit of a struggle, but I've got a list. And it's a bit like, what do people use to manage their day? I think Google Calendar is probably the most co","there's no time limit. And I think that's one of the big things. I mean, I know a lot of people say, well, you know, it's like, it's very","I am feeling a little more positive, I mean, I'm looking at the data here. I know the data isn't that interesting, I mean. We have this idea of the wa","it’s interesting, I have a feeling, though, that my feelings about what’s possible or not possible are not in line with reality. I think it’s because ","I think that's where the main difficulty is that... that people who are not in that, kind of, in that kind of world, kind of world of having a lot of ","the last time I was in China, I was in the middle of a meeting, and I was working on a project that was the only project that had a potential to be a ","and so it's in some ways, it's almost like a form of a reality check. So it's a way to actually think about the reality that you're living in. You're ","we do not really see a lot of the big picture, but we see a lot in the little picture. So that, in order to do a big project, we have to make sure we ","my gut is really telling me that you guys are missing the point of the paper, and that if you really were paying attention you would realize that that","yeah, we were discussing, I don't know, the actual the social justice issues that we were talking about. You know, this is not just an individual prob","I'm thinking about a topic, which is what you have to do in a book of this nature: it's, well, what's your topic? It's sort of a big question. It","okay, yeah. So what is, what is the relationship of that? That's the first question. And then the second question, I'm going to do a little bit of thi","this is the same thing, the same thing I was talking about before. So, you're, you're asking yourself a question of why, what is the purpose of that? ","[The participant] said, well, I guess what I really want to think about is, you know, I'm an expert on how we can get more people to join this work. I","the main reason I think that this is an interesting topic to talk about is that I think it's the basis of a lot of what I do when I'm training my peop","the way we know that it's real is that we can test it in our mind. And then we can test our mind that it's actually a good test. That's where a lot of","we're working on it now, so, that was that. And then the next one, we'll have to think about what the next one is going to be. And we can have a separ","And so what would happen is if I were to start the engine, if the engine would have a chance to warm up to the optimal temperature, then I would turn ","I would say that it's one thing that has helped us, and we haven't been able to solve a problem in 35 years, has been the ability to work with a partn","and I mean, we've been doing that, that, that's where you start. And then you need to build on it, and then you need more, you know, the more the more","it's just it's really a nice kind of a feeling, I think, especially for a lot of people. They are kind of like the opposite of that, right? It's like ","so it's all about being the first one to do something that's important. And it's kind of, yeah, and I mean, I think it's kind of that, I don't know","yeah, we're we're really kind of like trying to be mindful of not getting too lost in the weeds, and and the detail, but we're still, we're still not ","you know, the other day I was thinking about, like, if you can see the sun at night, it's like, yeah, I think it's just because like the sun's still o","I'm not sure why the body is here on Earth, you know, like, I don't know, you know. I think there's a reason and that's the reason, it's a","and it's, uh, it's funny how the way that we, uh, like I was thinking about how we are able to build things that are that can fly in space. Like we bu","this is the problem, you know, I've been having a bit of an existential crisis, because I've been trying to get into some of the more creative fields,","[14:59] the 4, the 5, the 6. We'll be taking that, that's the thing I was going to talk about, is that the","what do I do? I don't know if I can do this, I mean, if I can go through this. If I can go to the meeting, because I have to do the research","the other side, you know, the side, I would say, the side of the book that would be more about the physical world of, of, of the computer, and so I gu","I'm trying to think about all the people that I know that I think are like really cool people in terms of being like, you know, not just successful an","I think of all the things that were good about my life. I feel pretty good about this. I feel very lucky and fortunate to have a wife who loves me, an","so I think I want to go and see a movie, or something like that. I think I'm going to go and try to see a movie about, about the Titanic, just because","And then I'm going to get all my things ready, you know, my laundry, get my car ready, get my stuff ready, and then I'm just gonna head up to the airp","so I'm trying to think of the last time I saw my mom. I think the last time was like 3 years ago. I think I was probably 16 and she was like","it was a little bit of a mess. So I, uh, I had to do some work on that because it was like, uh, it was, I don't know, it was really","a lot of things that are like my personal health and the environment. I want to be better at helping my friends and family when they're having problem","the moon was still there and I think I did go out, I've actually just remembered going out for the first time ever, for a full moon and I took my wife","you have the right to vote and the right to protest... the right to strike. Well, the right to make it work... the right to be able to work in an indu","[we've] got an excellent policy in place for a new contract, I think. We're trying to do it a little differently, a little more modern and flexible ap","so we're going to do that. You know, there's some of these things. Like when we go out, for example. We're going to make some changes, but I would lik","that's the key thing. That's what we need to be looking at. We can't be looking at the performance and we can't be looking at one, but we need to look","that I'm going to give you a quick update, the state of the world, because there's been a lot of changes. I was going to try to summarize it in a way ","we're going to start off with an easy problem. So, we have an empty room and we're going to get 20 participants, and we're just going to get them to d","so the more we see each other as not a single entity, the more we can understand that we are in a system, and we can get to see the bigger picture, th","I'm looking at some of the issues that have emerged, in the work of the past five years, that are coming out of the lab, and there's some emerging the","So you want to put the carbon into the ocean, so that's what you want to do, you put the carbon, you want to use that as a storage. And then that's wh","I am a member of the church of Jesus Christ of Latter-Day Saints. I believe in the Holy Ghost. And the Holy Ghost is the third person of the Trinity. ","I don't think that I can make any further progress on this point. But I think that I did actually come across the same kind of problem as you did in t","I'm not sure why, but there's a sense that the more you can use AI, the more likely it is that we're going to reach that stage, where you'll start to ","and the idea that if we have some kind of an agreement, or if we have something that we can say that we can do, then, if we do a lot of this, then we ","I can see all the other countries. You have the US, you have the UK, you have Russia, you have France, you have Germany, you have China, you have Japa","and that is the big problem of course, right now we're in a crisis with the Ukraine and that's really going to affect our future relations with the Eu"],["so we're back at the beginning...and that's good, it's not so bad...we're going to go on vacation...we're in New York...and we're going to eat dinner","I think there is some problem with the system of health care in this country. And I think it's a problem that's not just an economic issue. I think it","I have this idea that it's not good for young people to be educated at a university. Because they don't learn much there. They just get a degree, and ","I think that there are many things that can go wrong with people's brains. There are a number of conditions that can affect the brain. There are probl","and it's the first time in a long time that I haven't had the usual amount of pain. I was thinking about how I felt good for two or three days and the","so you know it's a lot of money, yeah, and I mean, if you're just living from paycheck to paycheck, it's, it's a big change and I mean you have to","and we know that the weather has been getting warmer in the United States, and you know the global warming has been going on. And so you know, this is","so when I started thinking about the military and the war, I started thinking well, yeah, you know, I'm a little bit worried about that, and then I th","my body. And so what are some of the things that happen to our body? There are all kinds of problems, like the heart. And then there's the whole nervo","And then they [the young people] come in the building and they see that the windows are broken and there's nothing there, so they feel more depressed ","I'm trying to make a point about a couple things I just realized that I'd been overlooking. I'm going to use a couple of examples to illustrate it, bu","I have a friend who has an adult daughter who was in the military. So I don't know how many years she's been in the military but she was in the Gulf w","and a lot of the work that they do at the DOD, the Department of Defense, is on the software side of it, but it's more in terms of the intelligence, t","and that's the thing about this, when I look at a chart or when I look around, I'm like, wow, how many things have gone right, how many people are doi","what if a company can't get the financing that they need to grow, what is the plan, then? And they'll end up having to sell off assets and you know, a","so, you know, the idea is that the way you build a country is you start with some kind of core values and then you build a legislative system based on","And the first thing that I thought, I thought, uh-huh, so I was sitting here and I was thinking about how we, uh, and I think I'm in the right place,","I'm reading this, I'm reading that. So it seems like this is just one big process of not necessarily focusing on what people say to me, but I think in","I've been having trouble with the economy. I mean, I think that I've been getting better and better, and I've been investing more money. The economy h","you know I used to go on vacation for six weeks, and we would fly out and we would go to the Bahamas and we would be in the Bahamas for six weeks. And","so, so, we have, you know, this, this is, this is the second, I would say the second, the second time we've done, we've done this, I would","so you know, I have the same problem with that in my, my, my wife, she has, she, she does a lot of stuff like that, where she gets in a meeting with","a good way to manage this is to go out and do stuff, go out and actually put yourself out there and meet people and go and talk to people and start ma","this was going to be an easy one, and I think we're going to be able to get it over with pretty quickly, because we know the program pretty well. And ","that's not bad at all. So what that's going to do is, it's going to lead us into the next stage of the economy. And there's a lot of different ways to","my mind was busy thinking about things that I am doing for the company, and the fact that there were two teams that I'm involved with and a bunch of p","And there are other ways in which the market can be restructured in terms of what we think about the regulatory regime and that has to do with the use","and there are times where it's not just you versus them but it's a group, and they have to make the decision collectively. It's not just one person wh","and that was the first time that I really did get the idea of having a new set of eyes for the next 30 years, and I started doing that, but that wasn'","we have to start making our way up to where our nation has a higher standard of living. And part of that, of course, is the jobs creation. We have to ","[T]here are some things that I have to do, some things that you guys have to do. And I think we should all look at the overall impact of the situation","I've always wanted to be a part of a movement that's going to change the world. And so I'm going to change a lot of things that are going on in our ec","I'm going to be here with this group. You know, I'm here for 10 weeks, and I think I'm going to do something interesting with this group, to help us b","what I think, I have a lot of interesting people coming and teaching here in a short time, in the future. So I hope they'll be able to use some of the","I think that there are probably many, many things that I'm not aware of that are influencing my thinking about what I'm doing here, and what I'm inter","so I'm sure that I have to be very careful about the kinds of people that I work with, and I'm thinking about ways that we can make our processes more","this was a really good session. And we actually just did a few of the exercises, and we had a lot of fun doing that. And I think it was a really inter","you know, I was reading the other day about the fact that, you know, like, if you're a group of people that are going to do a study, they tend to have","[I]n my mind it's still like an open question, like an open problem, about the role that the internet has played in our society, especially as far as ","what's happening right now? ... I'm thinking about a lot of stuff in this environment, but right now it's kind of focused on how many times I'm seeing","I am seeing a lot of people in the background, you know, and I'm just saying, you know. It's very hard, as a human being, to deal with people who are ","that's the way I do it in the classroom. I have a few students who are sort of on the borderline of not quite meeting the criteria. They are really do","and then we'd just kind of have a lot of things that were on our minds, and I mean, some of those things that we've had to deal with through the years","And I had a discussion the other day with this other person who was like, oh, you know, if I were to, if you were to run a large company, what would I","I have an idea of where I want to live. I think that in the future, I would like to live in an area that has a good job market, where my children woul","you know the main thing, you know, is to have good quality data, good quality information, and then to be able to make decisions with that. So I mean,","and then the first time that I had a problem with it was with this new 5020 which is now being deployed on the campus in the fall of 2021, so","so I mean, I guess I'm a lot more of a believer in the fact that our federal government, uh, is, uh, needs to be more aware of what's happening in the","you know, one thing that's been a real challenge for me, and I'm hoping that you guys will have some insights on this, is that we're going to be trans","I'm doing a lot of thinking about, you know, how to handle these issues and how to be more successful in business. We have, you know, a lot of meeting","this is a kind of process where the goal is to be able to break down and have a deeper understanding of a problem, so it's something that's very usefu","[M]aking a presentation. I need to know the material, I need to be able to know it inside and out, and the material that's going to be covered is real","and we were using those models that you had made that were based on those standards of the U.S. military that had to do with the space and the time fo","uh you know we were talking about like how the time goes faster the further you get away from the end of your life or from your work, from the end dat","we have some sort of thing that's going on right now where I am trying to work on getting some information on the students and things like that. But t","I don't think this will go away, you know, until I just basically have it completely figured out, you know. And I'm sure I'm not going to be the only ","and that was when I was in high school and I had a big project that we were doing and I was in charge of a sub-project and one of my teammates was the","and I remember this whole thing where there was this thing, so they had this system where they basically, it was a series of like, you would pick a se","and I have to remember the names of the different things, and then I have to figure out which are the right ones, which ones are the wrong ones, and I","I think that I could take care of myself and have the money to go out and travel and do this and that, but I have to do the job because that's the way","a few minutes later, we got back to the business of thinking about the actual system that we're going to use, the one that we're designing and that's ","I wonder if the same principle of how things are organized can be applied to the same type of things but of a different kind. Like the kind of knowled","the thing is, you know, they are all one in one. So, there's actually one universal way to look at things. But when you look at a single thing from ma","(A)nd then I realized that that was really my problem, which is that it was too easy for me to not be able to think about the future, because I don't ","and then we have some problems. Then you have this, you have these kind of things. It's not that we don't have things that are so clear, but we also h","And then the second time, that was probably something more like a real-world kind of simulation where the system was being used and people would have ","and I'm really surprised about the way they're doing things. I'm a little surprised about the speed that they're going with things, and then I was thi","the universe, as far as I can tell, is fundamentally made out of energy that's moving, that's changing and that's reacting. And I can see it as being ","I wonder if this is possible. I don't know. But it would be very interesting. I'm not sure if this is exactly what it is, but I'm not exactly sure how","I am actually very much in a situation where I am looking at a lot of different things at the same time. And there's a lot of things going on at the s","I'm sure if you look at the literature and the research on how much the mind has changed over time and what the difference between the way we were thi","it is a little bit of a conflict, I'm trying to figure out what are the various options, I could go and do one or I could go to another one and so, th","I think that the next generation of humans are going to have a lot of problems dealing with the impact that AI will have. I think that a lot of that h","and also when it's a multi-node graph, where the nodes are really big. So, we're going to be dealing with thousands and thousands of nodes and hundred","a problem. What's a good way to explain that? A problem, I mean, for a neural network. So, it's not like the network is making a lot of mistakes, in t","and it was quite a nice, kind of, I guess, a nice, a nice experience. And then I was thinking about what was the next thing I would do if I were in ch","we're going to make a new generation of devices and things, we have to be able to handle all the problems that arise from this, in order to create thi","and I don't even know that. I'm not going to go look at them right now. I'm going to say that the kind of system that we're working with here is like ","and if I was to take this concept of a project management methodology and I were to apply it to a particular problem area, and if that was a data cent","and if you can make a new definition of the word 'water' because you can take some water and you can mix it with other things. If I can mix it for exa","And then I have to have a function to be able to compute the derivative with respect to a variable. So that's another function. The derivative with re","I just saw this beautiful graph. You know, I would like to talk about the fact that when the price increases, the demand decreases. It's a law that yo","I have a number of things going on. I'm not going to be able to get in this class. So, it's going to have to be some other way. I'm thinking of doing","I'm gonna be on the phone with you. So this is all based on a standard, I'm just going to go through the standard. The standard is that all of our ser","I was talking about the thing about, oh, you know, the idea of, the concept of a 'group' of people, and, uh, a group of people is, a group is","and we do a lot of things, you know, that's what we do with our brains. And we do a whole lot of different things and it's important to realize, you k","you know, what's interesting to me, I'm interested in this concept of 'social responsibility' because there's a lot of things that are happening with ","and it's probably best to think in terms of it as a product of the interaction between the two systems. And that's a really useful thing to say becaus","the system I was thinking about was the [dubious] system where it was a global system of systems, where you had different types of system, but you cou","I think the whole thing is pretty cool, but I'm going to have to make some decisions. What is the future for this project? What is the idea of the who","and then the thing is that the way you're talking about it is you're looking at the history of how these things were done. But if you want to look at ","I see a bunch of people standing around... and I've got to decide who gets what, you know? And then the other group of people is, like, 'Oh, no, no,","you know I have to get over this. And I need to get over my anxiety about this. And you know what is kind of interesting? I've actually been thinking ","what is going on with the EU, how many people are in the EU. Is there a country that is outside the EU that has a strong influence on the EU, Germany ","we could just go there and use all the information, we already know that. And we can make the right choices. And the idea is that it would be possible","a kind of thing in which the brain, in the brain stem, is actually kind of a like a little computer or like a little, a kind of a processor, and the b","I can't say what we have been, so we've been thinking of, but I think about things that are kind of, well, I would say very much on the same level, th","It's a very important part of what we do, I think, I believe that a lot of what we're doing in the military and a lot of other industries is just sort","and then when I was at the University of Washington, in the late 1980s, they had a big computer science group that was working on what was called, the","and also that's why it is a really useful thing for people that have had traumatic experiences to work with trauma focused cognitive therapy because t","and it's amazing, is there a difference between the thoughts that we have in our head and what we're saying out loud. Like the last example I had, I'm","the system itself, you know, if there's an issue in the system, if a piece of software, if the software doesn't perform as it's supposed to, then I'll","I was at home and I had a lot of questions about what I was doing with my life and I started to try and work through that and so I started doing some ","It's about being a little bit more curious, and then that could be, there are a few ways that you can use curiosity. There's the curious mindset. Ther","it's like, the process that you're in when you're working on something, you know, you're just, you're working, you're doing an experiment, and you're ","we have to go to the market, so I go there, and I get a bag of beans. Then I go home and I get to work on it, and I'll start cooking. I","I was thinking about the first time I was like, 'Oh, I have to work.' I remember being like, 'Hey, you should work this week, I don't want to have to","and it's funny you mentioned that because that's one thing that I've been thinking about recently as well. Is it just... I feel like people are starti","and the one thing I was really looking forward to is the new season of the TV show called, 'The Office.' So I've actually been watching it for a few w","yeah. That was great. That's great. That was an amazing, amazing. Yeah. Yeah. That was a lot of fun. I'll say that's the first time I've done that","so I'm really looking forward to the winter season coming up as well and just being out and about and the things that I'm thinking about doing, that I","and then the next step was to figure out if they want to go and play. And then figure out when I'm not on the plane. What I'm going to do. So if I'm","you know, I'm so glad to be back in this country. You know, I just, it's been a long time, I think since I've been to New Zealand or Australia and,","[the idea of] the [concept] of a single unifying field theory that has been pushed out there and that's what I was gonna talk about yesterday. I think","And so, it's interesting. I don't know. It's like, it's like, I had some thoughts about the things that I've written. I've written a lot about, you","we are so close to getting it and then you know we've got to get a certain amount of, you know, what's the next step? How do you get the data? How do ","Okay, so this is actually a question from someone who was watching me for a while, who had some concerns about my mental health. So I just wanna go ba","I'm trying to think of some way that we could start a conversation about this, that would be different. I think we need to start by creating a list of","okay so we can assume that there is a lot of human capital in this region. I'm trying to think what sort of human capital it is that we can assume exi","I'm going to give you an exercise. I want you to tell me what is a typical day like for you. Can you imagine this? I'm going to set up a scene where y","okay, so I'm going to try to take on some of these different elements of our work as a team, and think about how we can build a framework. I think it'","I've been thinking about the things that I've done and I've done that, I've done a lot of things. So I'm always very curious, because I have this, you","the part I am most concerned about is what we can do to help them and, you know, that is a big deal for me. So we've been working on a lot of ways to ","The last thing I did was a lot of writing. I think I'm going to give myself the goal of writing a short story in the next week. That would be great, b","I'm thinking, I'm thinking about, it's one of these, like I think it's one, I don't know if this is a good idea or not. I don't want to","I was thinking of how we have an organization now, where we're trying to do a lot of our own work, and we have this program to help us figure out what","I'm doing this because I want to do this and then, you know, I have to start doing a lot of projects, and then you have to have a plan for it. And the","I think that the first thing that we'll do is go to the land. There's some land we have in California. I was thinking about the possibility of going a","We have a really good relationship with our [company] but we have been thinking that we have to make some changes. We've been looking at how we can ma","it's not so much the world that is the problem. It's more a question of how we deal with it. That's really important. To make sure that we can underst","[T]here's a lot of things that I could be doing that's more productive than I am. If I don't do what I need to do, what I want to do, I","so, this is kind of like a little like a thought journal. Right? Like, I could kind of capture these thoughts and then use them in, like, a strategy s","I was thinking about a couple of things. One is, when I think about my role as a consultant, I think about how I want to do that, and I think about wh","I think I don't know if I'll be able to continue, and the only thing that's really relevant is that it is a question of not having the time for that, ","what I was thinking was that it seems like in a lot of the things that we're dealing with, like AI, like the nature of our economy and the way things ","And I think I was here last time in the beginning of this year and we were doing a lot of the same things and a lot of it was more on the research and","okay, so, so, I guess the first step to that would be... I'm going to think of this as a business process, I think of, so we are talking about, this i","I feel like my experience has been really positive, that I've been really able to understand the complexities of the work that I'm doing, that it's a ","a lot of the issues that we're addressing in the organization right now is just trying to get us through the next few years, and trying to plan for th","I was just thinking about how I do my research now. I have this idea that the way to do my research is to get people to tell stories. So, I have a lot","there was some work that we were working on. It was a work that we had in our group to do, and we were working to complete the final work, the final d","I am thinking about this paper and about the nature of research, because I am thinking it's probably the most important paper for the year. It's our c","you know, there's a couple of things that we think about, the fact that we don't have the technology for this is not going to prevent people from doin","but we need to find the right combination of that, and, you know, I don't know that the research has really been there yet to really identify which is","I'm gonna have to figure out how to make that work with the user experience team because I think it would be really interesting to try and figure out ","and it's very good... and it's like if you have a problem in one part of your brain, and you want to solve it. You have two options. You could be like","I'm trying to think of a problem that I can work on for my dissertation. I'm thinking of doing a paper that I had proposed a while back that was focus","I'm talking about this research in the 19th century, which is still, I don't know, it's still being done, but I think there's some research in the are","I think that I may have to look at that, because I don't actually feel like I'm in the moment. So I think that I have to start, you know, doing some m","we've got to figure out how to deal with AI, and then, you know, some of the problems of AI are, well, I'm thinking of, like, the first AI boom in","And then we had the question of what to do with our own stuff. And so it was more the question of how do we build on what the people who have built up","you know I've got to look at that problem and I've got the problem in my mind that I'm going to try to work out a solution to it. And I have a solutio","I'm actually writing an application to get my master's degree at the university. And I have a set of papers that I'm going to submit. And I'm going th","this is a really good way to think about it, and it's, it's in a way, this is why you have to think of it as an open research environment, because it'","I think the problem with this is, I'm just not sure of the right kind of data I can get. So, I think I've got to have a bigger sample size. So, that","and then the idea that I should really be doing this, this is what I'm here for, this is what I do, and then I can kind of go in and take a look at wh","I just think it's interesting how that's, I'm really surprised how that's playing out with my team right now. And I think, I think I can't imagine how","So we have the idea that we don't want to be so much the same thing, like we want to be, but I don't think we're that far away. I think it's kind","and it was like you have to think about something like what do we know about the person's past. What do we know as a society about the person's past a","[W]e had a really good opportunity to get a lot of really high quality research in the brain and we didn't use the time well to get to that research. ","I have a goal, I want to see a doctor. I want to have some sort of therapy. I want to work with a psychologist. I want some type of therapy that will ","And so you know, I guess, the way that I look at it is, there's this little piece of the world that we're looking at, and then it's all this other stu","I'm going to be speaking on a panel at this year's conference of the National Society of Black Engineers. My co-presenters will be professors. This wi","it's always very important to understand what's going on in the brain. And, in the same way, if we want to be able to design better interventions for ","I'm a great believer in the power of the individual. I've written about this in my work, and I've actually written about the power of the individual a","we are in an age where, as we talk about the internet, we have to realize that there's an internet of things. So, we have more and more, I'm a technol","And I was also thinking about the way that the way that people react when they hear someone else say something like this. Because I think that people ","yeah, and then you think, okay, you're in the midst of this. And you don't know what you're supposed to do, you don't have the language, but you have ","but I think I want to be a little bit more involved with what is going on in my own body, I think I would like to know what is going to happen, what t","and then the idea is that we actually would have a kind of a repository of questions that are raised by the members of the organization, that then can","yeah, right, well, you know, I mean, if you have a new client that is asking for you to be their therapist and you feel like you know, you're not qual","I am a human being who has been exposed to a great deal of misinformation, which has led me to the conclusion that I am going to have to work with thi","the one thing that you know, is that the system itself, the system that you live in, the one that we have now, is in a crisis. And I think the reason ","I can do this. I've done this before. I know what I'm doing. I can do it. And I am sure I can get to the point where I can do anything I want","and the whole of humanity in that moment. I feel so lucky that I can do this work, I feel so fortunate, that I can actually work in a field that is su","So what does this do? So this is, it's very useful for the medical students and other students who are in the process of learning new skills, right? S","I had this dream about a fire alarm that went off in my house, and I had to get my children out. I don't have any children, and my wife is out of town","okay, now that you've got that down, you can start to put your thoughts into practice and into your practice. That's one thing you can do. But also, I","so it's pretty good, it's not that it's going to be a long-term thing, but it's pretty nice, because I've been working on this stuff for a while now, ","I think they are going to be able to learn this a little bit faster because they've got access to a lot of data that they otherwise might not be able ","The other day I was doing a test and I was doing one problem, and I had to solve an equation, and I was solving an equation. So I got this really larg","uh, we talked about this a little bit yesterday, but the other thing that I think was important in this discussion, uh, was when we were talking about","the first thing that came to mind was that you know, you know, the second law of thermodynamics tells you that things tend towards equilibrium, toward","the whole thing is going on, but it's going on in a way that is really difficult for people to understand. It's not a linear way, and it's not a way t","and then when we do the real thing, when we do it in the real world, and we're at work, and we see the actual system and we see that we've got the tim","And then I was like, oh, well, let's just focus on a more efficient way of doing things, so I wrote out like a list of the steps that were happening. ","we need to start, uh, we need to get ourselves into this state of like a state of high performance, um, and this is kind of where you're trying to cre","I remember watching one of the movies on Netflix, the 'Star Wars: The Last Jedi' and that was really an interesting experience to watch that movie. I'","so in this case, as you know, when it is a business, it's very easy. The main problem is to make sure that the customer is not paying you for the wron","we are talking about an app to help you do that, and help you be able to do that. We are talking about a system of monitoring and control, and also, w","and that's one of the things I've learned from a lot of these, some of these studies. Some of the studies. When you are measuring the performance of y","well I'm not even sure if we have to be able to solve for the second derivative in this course, and I don't think we do. But if we did, what I would d","now I know what it's like to be a teenager. I used to be a... a teenager once. I used to go to high school. I went to high school here, and I was","this is the second time I've gone to the beach. I went to the beach last summer and I really enjoyed it. We had a great time. So I'm really happy to b","And then I'm going to take it on the road. I mean, I'll be traveling and working. And it will be a lot of fun. I mean it is a lot of work.","and we have a lot of great people here. We have a lot. Yeah. I think I think it's interesting. I think we can put up a lot of really great. You know,","I've never been to the mountains and I would love to be able to go there with my kids. We've got two kids, a couple of young ones, 10 year old,","the idea of what could be a good approach to this, so, in the case of a big corporation, a company like that, the first thing to do would be to, is to","I know, I know it's the one, that's the one that I always want to do, to go back, and do the big thing, like I used to do, you know,","I've done it all, I've been on that 8000 meter peak. I've been through the death valley. I've seen the snow fields, the deserts. I've","and there is the woman... the woman... who is a leader of this sort of... the women's movement... or something like that... and I believe that she is ","we will get to the next stage where it's all going to be like this, the one that we all need to be like in the world, the world that we want to see, w","and so I think there's going to be a lot of different types of challenges and different types of threats and different types of issues that are going ","there's a few things that we need to have that aren't there in the standard 802.11 system, which is the thing that we're going to be talking about tod","there's this idea of how things are happening. The way people are sort of experiencing the world and that's very, very important, so the more you can ","And it was a sort of a huge question of a problem and you know, I've thought a lot about this. And then I was trying to think about, you know, the imp","we're talking about the possibility that there's something wrong with the world. And people might be a little concerned about that and a little concer","I was looking at a book of photographs of the moon, and I'm just trying to think about this thing of how it's just a really hard thing to be able to s","and it's like this. It's like a random sample. The sample is that we are looking at the same time for all of these different kinds of things, so if we","so I'm trying to figure out what's the best way to sort of go into the future. We're going to have some challenges ahead, but I think that it's really","there's a bunch of different people, and some of them are... you know, the more I've been looking into it, and it's been a little bit of a study of di","and that is a sort of, yeah, a sort of what's the word?... something that's similar to what I would think is like a random access memory. But in the w","I'm gonna do this. I'm gonna write a program that will... I'm gonna do a little bit of a simulation of the brain. And I'm gonna... I'm not going to bu","there's a lot of different things I think about, and I think about the ways that we think about and we can communicate, and how we can think about dif","it was about 30 seconds after I closed my eyes. I was still thinking about the stuff that I was thinking about. I was thinking about the way that I ca","well, you know, if you were just, if you were to, to really think about it, a lot of the technology in the world right now is actually made possible b","well, I was thinking, well, so the idea of the smart phone, in the context of, like, in a network, you know, but in the context, how, how does a","it's a funny thing about the brain, is that it's made up of cells, it's a physical thing, but it's also a very, very, very complex system that has to ","I feel like there's some sort of flow. I've done this before in terms of a stream of thought. It's always a little bit more of a fragmented thing, but","I'm trying to get a lot of information at once... I'm thinking about the neural network of the brain... And I think it's very important that we be abl","and we had this discussion where people were talking about the internet and things that the internet is doing and the future of it and that it's not a","the right now, the real now, is the now where everything is true, because it's not going to change, it's not a prediction, it's what is actually happe","I can't do this. This is way too much. I can't do it. I don't think I can do it. Because it's just... I'm not a very good programmer,","my mind has been very much involved with the idea of... well, I guess it's something you probably hear a lot about, but I do think there are, you know","the best way to figure out how you are going to use a resource is to actually do some of that work yourself, to put some of that effort in. Like the w","and now I am working on a machine, which is like a... I think it's a very... you know, I'm working on a machine. The machine is like a computer. I'm","I think it's just that we're all programmed to go on, so we're all going to be very hard for you to train. So it's a great advantage to be able to thi","I think we could use the idea of a set of things that can be seen as different in ways that we don't quite know yet, but then you can imagine them. An","we know that this is what makes a difference, you know, right? And then there's the idea of an AI that's been trained to do these things and then ther","and it's the same in my own experience, I'm working in a lab right now that's working on... I'm working on, I'm doing research on, you know, a problem","it's actually the third one. It's the one that's a bit more complicated, but I'm not sure. But what I mean is, we have the situation where the system ","(00:09:24) ... This is a very important observation, because I've actually been able to think of something that's related to the time that we're in, w","the idea of a world without the internet. So if you take a global network of computers and they suddenly become unavailable, how does the world change","I've seen some really good stuff over the past few years on the internet, things that have helped a lot. But it's really hard to see if what's there i","and then you're like 'Ah, it's not too late', and then it's like a time window. The first few hours of the morning after an emergency, it's a time win","what do you do in your company? And this is very interesting. So what we are seeing is that we have these two different sets of techniques. I would li","it's all just one long string of symbols, but it's like you're just waiting for some sort of trigger to come in. It's sort of like a machine, which is","I was talking about the work we've been doing on the CMI [Coherence Measures for the Intelligence] framework, and what that's been like. And I think o","and I can see in my mind's eye, you know, if you have a normal distribution, so you have a mean value and a standard deviation, so in the mean value y","So, I'm just wondering about the big difference between, for example, an automaticity that, you know, that we can go into, but also the other side, wh","[22:39:22] I have some idea of what my future life is going to be like, that's based on what I have learned. I was trained as a ge","now it's time for a new video. A new video, I think, would be to try and see the differences between what we would expect, and what we would actually ","my sense of what it's like to be an artificial intelligence. I feel that we have made great advances in the field of AI. There have been AI systems th","So, this is not really about the history, is it? I mean, it's not just a matter of going over a bunch of old stuff. You can't really get new informati","we are all going to the same place, all humans are going to the same place. So I'm going to do this. I'm going to go through the different possible st","25 460 101 31 724 778 209 311 501 689 6","I don't know if I need to do that or not, I don't think I'm going to use the .zip file, but I may be able to use the 8-bit integer if","then the question was, how do we go about doing this, so that we have the ability to control this process. This is a process where I'm going to need t","and so what I think is the thing that people tend to do is if you're like, OK, we're going to go with this one, or we're going to be a little bit more","So, that would mean, you know, there's a big, you know, I'm working with a lot of people in a lot of different ways, so I'm not, I'm not","I think we should get an account of the world. The problem of the world is that I don't know what the world is. I mean, I'm just the right number of p","And the second thing I was thinking about was the possibility of finding ways that we could find ways of making the software less biased and more open","And you've got the choice, the same way you got to choose, well, I think I should choose, it's going to be like a choice between two, one, you're goin","and if I take this and do it at the end of this year, I can have a really, really good chance of getting that through to me, but you know that we do n","this is what we have. So what if I start to say the thing I can't do it, I can't. I can't find the right thing to do to fix this problem, what","2023, we're working on our 2004, and this is going to be a lot of work to do. ... 2018. ... 2","this is how we will have a chat and how we will work together... you know... with me... with you and with the audience. We will be having these chat s","I've been a bit of a downer here in recent days, because I'm just seeing a lot of my old colleagues that have been out of touch for a while. And I'm f","uh-huh. Well, I mean I had that problem with my mom because she had this, and this was a few years ago when I was, oh I was probably like 10.","and I guess the problem is that in many cases, it's not even a choice to go into the business. And the problem is, and that's one thing that I think i","yeah, you know, I'm doing this whole thing where I'm trying to get my personal finances in order. It's all going to be under control. I have this new,","what I want to do, I want to get in a position, not necessarily where I have a 50-50 or 80-20, but I want to have an","I had the same issue with my older son. I had a problem with him, you know, with the money, with his money, his spending. He's always spending, and th","and then, it's all a lot more easy when you have an organized way of working with your team, so you're not constantly in a firefight and trying to dea","and then they have to do some of the stuff for the book that's the part where you have to actually get some real people, like the customer satisfactio","what do I care about this, you know, we can just get in the game and just be like, you know? This is a team sport, you know. They're just, they're","the work is really the hard part, because I'm trying to get them to be more, you know, like, what I'm calling a, you know, I'm calling it like an auto","and it's, uh, it's this whole problem with the, uh, with the, with the accounting and with the, um, with the financial statements and, um, and the, uh","um... I can't think of... um... a good example... I mean, this is, you know, a real world example of, um... this is the idea... I mean the...","what would you say that you would recommend as a strategy for how to deal with this, given that this is the approach that has been taken by the other ","yeah, so it's kind of a nice, so we know that the planet is warming because of man. But there are a lot of people that would like to say oh, it's a ho","[and] so that's why the game is about this. ... I was talking to the CEO of Google, and they've been looking at this for a while. I think one thing th","I think my best work is in the areas of the people I'm working with and the areas of technology. I think my work in the areas that are about technolog","yeah, so, I'm going to go to the beach today, I'm not going to go because I have to go to a class, so I'm going to do my reading, do the","[I]t is not the same for the future. The future, on the other hand, it is really interesting and really exciting and it has to be really planned and i","I am in the middle of a project with the World Economic Forum in Davos. I am leading a team that is trying to create an impact program with 100 millio","I was in the room. I have a memory. This is a memory I have about a 7800, uh, I think it was 7850 that was a system","it's always been a real problem for me that I have never been able to find a good job in my life and this is the real reason why I am very much intere","it's like there's this [unintelligible], this this problem that's happening and it's like, you know, I just finished my [unintelligible] and I'm like","and so what we need to do, is to have a framework to address, to identify, to really address the things that we believe we need to address with our cu","I don't think they're going to change the rules of the game. And that is not just about what is good for business. I mean that's just about what's goo","we just need to start with the right number. We've got this equation in there that says, okay, we need to be at this level and this is our cost. It's ","I don't know what I'm saying... I'm going to find the problem in this paper that I don't know... I think... I think I need to work on the model of the","what if you know, what if you know the answers, but you're not really doing the right work. So, what's the right work? I don't think, I don't know,","and then, uh, there's one more thing that comes to mind. So, uh, it's like, just one more thing, but you know, if you're trying to model the real","[I] want to do this, but I don't know if there's a better way to do it. Like, I'm trying to figure out the way I'd like to do it,","and that was how I started this. And it was... well, there was an idea for this blog, or a blog idea that I thought would be... well, that would be us","there are a couple of things that come to mind. First, there's a kind of, like, the kind of, there's two sides to the question of like, a person like,","I would like to talk a little bit about the idea of what a language model is and what a language representation model is and then go into how we can m","this is my current state of mind...it's the beginning of the summer. I have a lot of plans and projects to accomplish in the next few months and I hav","we’re still going to see... [00:00:13] ...I mean, we’re going to see some of that, but it’s going to be, you know,","but that's not good because they're going to ask for you to go back to 2012, and we're going to go back and we're like, you know, you can","the challenge here is to design a way to be able to automatically go from an initial idea of what's an interesting thing to investigate, to the design","this is the most powerful, the most important, the most impactful tool in this whole program. You're going to be using the mental model, which we're c","[I]n the middle of the night, I am awake and I am thinking about how we can do a better job at identifying the people who are coming up with these ide","and then I'm getting this idea that, well, we already have a lot of ideas about the different models of how to represent a sequence of actions, so we ","now, what else can I think about? It's the time of the year when I'm most worried about getting funding for my research. So I have to keep thinking ab","I think the reason why the new people are so successful is that they actually are doing a lot of thinking that I would do. Like in the paper about the","well, we're all about to die, right? So, if we die tomorrow, what do we need to have done so that our legacy is as long as possible? We need to have g","and they are doing that right now. This is a huge deal for us, you know, you know that. And we are going to be getting the right funding for the work ","I've had a lot of fun, you know, just getting people involved in the research, I've gotten a lot of people involved in this research that you know, no","and in the context of this particular issue, we have to look at all these different factors in order to understand the full context in which we have t","and so I can't, I have to look at a lot of data and it's not a data point and I have to decide which ones are important to me to use. And then, and","so it's not going to work, right? There's no way I can actually make that happen. So I'm not going to pursue that path, but I'm going to keep it in my","I'm sitting down. I'm sitting down and I'm trying to understand the underlying problem. So it's a little bit of a shift. What is the underlying proble","I want to make it clear that if you can find a way of getting a few people to try and make this work and get some data on it and some insights on it, ","So, we can see that, for instance, a set of vectors is a subspace. We can see that. Then a set of functions is a subspace, a set of matrices is a","that is a nice picture of what I was thinking. That is a nice image. You can't draw it exactly because the brain is not the same as the hand and the b","and then you have this little dot here, and you've got a whole bunch of other dots, and that dot that you're going to have to match this one. Now, her","I was wondering about this question here. We're going to be able to run this, we'll be able to run a simulation, that's one of the questions that we'r","And it's like, I can just imagine what it would be like for the rest of us, like if the rest of the world were like this and we were like an island in","that's the way that it's going to be. Right now, I'm looking at the research papers I have. This one is, this is about how to understand what people a","I'm going to get a random sample of students from the pool. And then I'll ask them to write the word out and then ask them what that word is. So I've ","a good day for learning new skills, a good day to learn. Good to learn new skills, but also to practice old ones, to refine them. Practice, and then p","I am a mathematician, and I use linear algebra, calculus, statistics, probability theory, and machine learning to create more intelligent robots. I ha","the ... the ... the concept of a tree. And ... the ... the tree concept. The tree is the one ... the tree is the most ... most complex thing in nature","the key to success, the key to success in any field is to build up your skill at a rate that is faster than the rate of progress of the field, and the","if I don't know the answer to that question I will just look for the answer. The other one I can actually look up and find the answer. So the first on","so the point is to just get people to start thinking out loud about what they're thinking. And this is a way to start, and it's kind of an experiment ","so yeah, I have this idea of a quantum computer where the particles are entangled, and the states of the particles are the states of all the particles","I have a bit of a question here that I'm just curious about, and I wonder whether you'd be interested in pursuing that. I have the thought of an 11-ye","28.8 seconds later, I'm going to get back in the lab and do something with that and then I'm going back to work. So it's like when you have a paper","I have to be an engineer... I have to build this... the top of the tower has to have this... and so it has to be a square. So the top is a square. The","a person, they'll say, 'Hey, how would you like to do this?' They'll say, 'Here's the opportunity for you to do this,' or 'here's an opportunity for","[It's] an algorithmic, [it's] an equation that's not being calculated in real time. It's not being used as a filter. So this is a non-linear equation.","this is a function of a hyper-elastic network of neurons that has to be constantly maintained in a state of excitation because that's the only way tha","yeah and so you know that you want to find out what the model is and you want to take all the data and you want the model to have all the information ","and I wonder whether that's really the case, that it's not just a difference in how well they're learning, but actually there's a difference in what's","Okay, so what I want to say is that there's a lot of differences in the way that the data is organized for a variety of different purposes. I would li","and then when you think about it, if you want to take some of the worst possible cases, if you have a computer that is always available that you have ","oh, it's a big difference between that and what we used to have to do to be able to put an edge on that. It's not just about getting it down to a frac","and so I just thought of the fact that I was driving in the middle of the night and I was talking to my wife and she asked me to speed up my car and I","now we're going to see how we do in a real-world example of this. So the next example is going to be about a hypothetical stock price and the way you ","I have a few thoughts about this, and one of them is that the problem of a world-wide problem is that the world-wide problem requires that the solutio","if I do not have a goal, but I know that my actions will affect the future, then what I need to do is to minimize the uncertainty of the outcome of my","I guess that's a good thing to do if you want to be more competitive. But in terms of doing that, you want to know what's the minimum that you have to","and I think of this, and I think it's important that if we were going to be talking to the president of the U.S. about that, then I think that the fir","you can't have all of this, right? So I think it's going to be the same way in the world. That's where I see the world heading. This is what I think i","I've heard a lot of stuff about, you know, what we're doing. What we're doing is, you know, in the last couple of years, we've been, you know,","so what I'm gonna do is I'm gonna focus on my data here and I'm gonna see what can I see here and I can actually I'm not I'm not a data scientist but ","we were just talking about the concept of an AI which could do a lot of the things that we do and the difference between that and what a lot of machin","I wonder what the problem is with this system of trying to create a new algorithm and have this new system of learning. One of the problems with that ","we're going to have to get a lot of people working with this and we have to figure out what the best way to do that is. We know that a lot of organiza","the whole idea of having a... a platform that has the potential to be used for free, but I think also the potential to also be used for paid services,","and then a big, long-term, not necessarily continuous, not necessarily well-defined project. Like, 'We want to be able to build a model of a solar sys","I'm going to try and get rid of a lot of this junk that's going on, like a lot of the stuff we've been talking about, a lot of my stuff that's been,","my son just told me that he is moving to Spain, which I am totally cool with, and my daughter is moving to New Zealand, which I think is a good idea, ","I know what the word 'cognition' is, but I have a hard time to define it. I would say it is a process of taking in information, making decisions about","so a lot of people get into the practice of spending their time doing activities that really are more interesting to them than the activities that the","we’re looking at 9600 pixels in the image and they’re each represented in 8 bits. And so we’re talking about the size of the images is going to be 9","the goal here is to improve our understanding of the nature of consciousness, to try to figure out how consciousness comes about. This is the sort of ","I wonder if I would have been able to be an entrepreneur or not. It would be hard to get funding, right? You know, if you're not a large organization,","I am thinking of the big picture. The big picture is that the big picture is actually, at the moment, being driven by the notion that we need to creat","The whole thing is kind of like this... it's a 16 bit architecture with a 32 bit bus, and... a 3D geometry and... 3D rendering on a","the fact that we had a 2020 Olympics. And I know that in a way it's probably not going to happen. But the fact that we're planning on it is an importa","the first one is something that I think is probably the easiest to do, right? Which is just, I guess, some sort of, I guess the kind of, I don't know,","there's a few things that I haven't done in the last 24 hours, the first one is, I've just seen my wife today, I'm in a meeting with some colleagues f","I think that's the thing with people is that they have these thoughts all the time in their heads. You know? But they're not necessarily conscious of ","So what would I say, is that a good example would be the idea of this. The idea of the idea of what people are doing to the earth is something I am th","I'm going to do my best to follow up on the things that I've learned from you in the last few years and see if there's any more to add, any more to th","it's that we don't always think in terms of what we could do with a particular data set. Like, I mean, I have the example of, I think, in the last yea","[I]n terms of what's a big deal, you know, if you look at all the other research, right? It's really hard to think of something that's a big problem t","this is something we know about from our current theories, but we know about, for example, the relationship between, between the fact that there is an","I was going to do it. I was going to start this session when I realized that I was not sure what the topic of this session would be. I'm not sure what","And I think I'm doing a lot of things that are not necessarily directly related to what I want to accomplish, but that will be very useful for me in t","okay. So it's a pretty big problem, and I think the way to look at it is that there's a certain amount of risk involved in moving forward with a new s","you know, this is an interesting idea. Like, the idea of using machine learning, using data to improve machine learning algorithms, the idea that you ","I am wondering about the probability of something being true given a set of data...I guess this is the reason I was thinking of Bayesian methods...and","the same as if I were an observer of some other person, and I was observing their brain. Now I could make an inference about the state of their brain,","if the sequence of data were not random, then the probabilities would be non-uniform. I can't make that assumption because there are no good reasons t","I remember having an idea of the future, how the world will look like. There is the idea of a kind of machine that will have this ability to create a ","I'm pretty sure that's what I'm doing. I'm pretty confident that's what I'm going to do. I'm going through the process of trying to see what that is, ","so my son is 14 and I was talking to him about his future career aspirations. And I just don't know that he has anything beyond a very good grade in h","uh I think in general I think about things and I think about how I should be working on things, right, and I think of certain things, right, in terms ","this is kind of strange, because it's like I think that I'm writing some of my code on my own. I'm kind of writing this on a different language, but i","the part I like to do is, I just have to figure out the best way to put that data into some format that I can share with other people. So that's alway","and I can see some people who are wearing a t-shirt, and I can imagine what they're doing, and I'm sure I can't do that in a normal interview. Like in","I was a teacher at a private university and I was teaching an economics class. The students were pretty good, but a lot of them were really interested","you know, it's a pretty strange feeling, because I'm in a lot of my classes, I've already learned a lot of the material. I've learned a lot in the cla","okay. I can see it from a little bit of the perspective, but it is just the opposite. You're actually trying to make the car more powerful and to make","I think the most important thing for us right now, for me at least, is to think about what I think we're going to do, what I want to do, and to make i","and then the last one, you can make the last one on your own. And then we could work with the idea that you have a lot more potential in your life, be","the fact that he would get a letter that I've actually written this letter and he's not going to say anything. You know, it's a big thing and it's kin","we'll have to find some way to do that... that would be interesting. It would be interesting, I mean I could see a few potential problems. One is, you","and I think I'll look up this the history of the concept of the universe and the concept of zero and what led to this whole thing that we've been talk","I was in the middle of this chapter when I was told that there is an international competition coming up, and I think that this is a very good opportu","what does a program actually do? It's an interface for a specific problem domain. You take some input, some information from the user, and some inform","and in the future, you know, if I don't have access to the information that I need, I can go in here and look it up, and then, you know... that's real","So I was thinking about the code, I was thinking that the code is going to be some sort of hash. So what do we have to do, we have to have the input a","we need to check some things on this list that we have. So this is a little bit more involved than it sounds like we need to do this. So we need to fi","and I think it's that if I go, and I have a child, then I think that it's not only the child that I would have, but also the other person. If it's","the one thing that you know you have is a set of assets. You have a set of assets that you know will not be fully liquidated, but will have some value","it's a huge area of opportunity for companies to really think about how to enable them to do more with less, right? They don't have to have more peopl","I was talking to my wife and she mentioned a new technology, a new tool, a new software that allows you to do things that you would have to have done ","it's not really a new project for me. I've been using the cloud for the past several years, and I've been building a lot of my personal stuff using cl","there's no need for this, we can do better than that. I have an idea that's been bothering me for a while, that I've been working on. I'm trying to fi","we were working on that, but we were thinking we could make it a bit more visual because, you know, that's how we all remember things: pictures. So we","so the one thing I had done for a long time, for instance, I've been using my computer, which is the most expensive way of doing that. But, what I'm t","this is how I think about it... when I'm trying to program the next version of our website, there's a lot of, well, there's the actual code that I'm w","we had an episode of a 2005 paper that I was involved in. It was a collaboration with a very talented colleague. I think it's an example of a great co"],["I don't know. I don't like that. I've never heard anything like that before. I don't think it's the same kind of music. It's different. It's kind of","and I'm thinking I might get a job as a plumber, you know, they're always looking for plumbers in my experience, but I'm not really interested in it..","I know all of the different kinds of cheese, you know. But I don't know what they are called. I think the biggest one is called... something like Gorg","I was going to be a minister and I did that for about four years, and then I dropped out. ... I was at one point the pastor of a church, but it was ju","I don't know. I was going to say, like, there's this thing that happened, you know, where in the 20's, and 30's, in the United","And now I am at a point where I am thinking about my next move. I have two options: I can either stay in the job that I have now, or I can try and fin","I can't believe that I've been working with computers for 25 years and I'm still a computer person. I don't know what that says about me or my parents","and then he has to get out of that place and have to get to his next place, and that's why we had to have so much in place, so that they can move out ","And then you have this. You have a line, you have a space, and you have a dot. You have that, and you just can't do it anymore. And then you know that","a moment of calm. So when I'm...you know, I get up in the morning and I look at the calendar, you know, and I say, 'oh, I got to do","[talking about the test, and how it's a big deal, and we have to prepare for it. and then talking about the weather, how the weather is like a year ag","a lot of the work that we do as a community is to try to solve problems that we don't have that we expect to have, but it's almost never about solving","So there's this idea that we have about the way our brain works and the way it stores things. We tend to think that it's this kind of one big blob tha","And that's it. Yeah. I got this kind of like a picture, a little more than a picture, in my mind of a family. It's my family. We're talking about the","there was an example that I had in mind. It was a random example of how to use the standard deviation. So for that particular example, we have a data ","and, I, the most important thing about me is that I have no children and that is the most important part of my life, so I am not a father. I'm not mar","the people who are in this room are all very smart, and I think you're going to enjoy working with them, and I'm excited for you. You're going to lear","So, I'm in a very small group. So, the first thing that came to my mind, this is what I would do is I would start with an exercise that I think is qui","... I was born in 1957 ... ... ... ... and ... ... ... I have ... ... ... have ... ... my degree ... ... ... from ... ... ... my ... ... ... universit","it is not a very good way to run an organization, to make everyone know each other personally. The best way to run a big organization is to have a few","I had a lot of thoughts about what was in the report and how to deal with it. ... We will have to wait for the report and see how things go. ... There","and then we have the 24, we have the other one, which is a lot like the one that I mentioned, it has a different set of controls. ... So you've got,","we have to deal with the whole, and the whole has to be managed in the organization, and the organization, the organization, you know, and the people ","I think there are two ways to make a system more efficient, to make the software more efficient. You can have more resources at your disposal. That me","And you want to get to the other side. You know what you want to do? You want to get a lot of money and then you can buy a lot of things and you can i","there are some things that are not easy to be done. For example, if I want to move a heavy thing, it's not easy for me to move it. And I have to make ","so let's say I'm a normal person and I'm really in love with someone who's not that normal. And I want to make that person happy. So what's the best s","I need to make sure that the people who are going to be involved in the program and the people who actually are doing the program know that, and that ","and then the next question was, did I see the question? I saw the question in my mind, because it was so good, and so good and so clear, and it was li","there is a problem with that, and I think I'm not clear about the problem that is here with that, but that the issue is that we're trying to measure s","I am thinking about the fact that if I look back, I don't see anything that we've done that has really had any effect on the world, we've done a lot o","and I've been thinking about that because I'm not sure that what I'm doing is actually what's actually good for the person or the organization I work ","I just came here because I need a break and I needed a day to think about that. But what I have a real problem with is my time management. I'm going t","so I guess we could think about what our target is going to be in 10 years or 15 years, and I'm not sure. I think that the target is going to change","and what I'm doing right now is I'm trying to figure out, is it worth it? Is it worth the risk, because I could spend an hour or two or three on this,","[W]e need to start talking about a new approach to the whole education system in terms of the [future] needs and how to best serve the kids and their ","I had a friend that did this kind of thing, he would say, 'Hey, I'm going to tell you something about this. If you really want to do a better job, you","and I am really excited to see what the outcome will be and whether we'll have any kind of impact, you know, we're really excited about the potential ","you know, if I were to get a PhD, I'd have to work on the end of the system, and it'd have to be in the data center. If I were to do it","And what's that? What's the probability that a random person has that disease? So I was like, well, if I'm a doctor, and I've got a random patient tha","so, it's, I guess that's like, that's, what, what, you know, what is the, what is an example of a, um, of an example of that that","And we were at the time that was, and, yeah, it's a little bit of a difficult problem. And we know that we, we know, we know that the, uh, we","I feel like I'm very motivated, but I don't feel like I know anything, right. I'm super motivated in some of my projects and I don't know very much ab","yeah, the person who had the most money. And you can also see where they're coming from, like a lot of the, and I think it's a good, and then when you","I've been doing a lot of that. I don't know if it's a new thing or what, but I've been doing that a lot lately, and it's a lot of the stuff","we had this, this thing where, so I was just wondering like, was this like, is this a like, is the like a like a like, I don't know if you heard this","we're in the middle of an important project. We have been doing this project since the fall, and we've done this a lot, like 12 iterations over the la","my next book, I'll be writing a book on the history of the book itself and then, you know, publishing, publishing history, I'm really interested in th","the next thing I was thinking about was actually doing some coding, and the next thing I thought about was I wanted to make a movie, and that was my n","there's a few things that I would like to do with the team. We have a very talented team, but we just have to make sure that they know their roles in ","and that's it, I guess. And there is the point that the public will be made aware of the fact that this was a trial of a very well-funded project with","And that's an old trick of the CIA to try and convince us that what you are doing is going to work is that you're not going to use it for anything bad","okay, so I'm thinking about what's the best way to make an app that does what I want it to do. And this is actually a new idea I'm working on that I w","And it's like the other way around. But like if you were, if you had a team and you were making a product and you had like two or three different, lik","we're going to see the 420. We're going to go and see the 600 and the 700 and some of the 500s as well","[laughs] oh I love that. This is so good. So what happens next is like we'll get, you'll get the big picture and then you'll get to the smaller things","the same thing you see with a lot of people in their twenties and thirties and forties is, I think, the first stage of aging is you're like, I need to","I'm gonna talk to her about, I don't know how to put this. But, yeah, it's like, I've always felt like I'm so lucky because I've gotten to go","yeah so I have to do the first one on Monday and then the second one on Tuesday and the third one on Wednesday and the fourth one on Thursday so that ","uh oh, um, I'm going to talk about a time when I had to use the restroom. This is going to be interesting. I'm going on vacation to San Diego in a few","[The] person who...[had] that experience at...[that] time, I was so scared, but it's been so long since then. I think it was like eight years ago","I don't know. I don't know, I think that it's one of those things, which is just, it's just something that the teacher has to work on and that's it,","I've got a big book that I'm reading right now and I think it's going to be very helpful. It's called The Power of Habit. So I've been reading about h","the thing about the D'Arcy card game is that I'm trying to find the best way to do this. And this is what's gonna come out of it. And I think that we","you're actually like a computer system with all the different components of the human brain, and if you can do that well, then you can make your brain","okay, so, so it is more of a mental framework, but then it's like an environment that I'm living in, like a real time simulation. So like, it's a comp","I think I'm going to have to move up my course plan because I have this meeting at 12:00. So I'm going to have a meeting at 9:30","I was going to go to the store, and then I had a meeting with a student. I have this student in my class, and he was on a leave of absence last semest","and I would say, 'We're going to talk about the history of the history of history, and I'm going to tell you about the history, of the history, or the","The past is a very interesting thing in that regard, and the more I think about it, the more I realize how much I don't know about the past, how much ","and then, you know, you also have this thing called the internet. And you can look up all these different things. I mean, this is one of the advantage","and then we'll get to the point of the year where there's a really big difference between the actual thing that we have in our brains and what the act","so it's very difficult to know. You can say that there's a certain percentage of the population that is very highly creative and there's another perce","a few weeks ago I got this weird idea for a book, and it's not really something that's been done before, and it would be an interesting and a cool ide","and then, and then you know, the more of the general knowledge, the more you know about the world and how things work and all the other stuff, that's ","And so it is, yeah, and so I think that's the general feeling of that. And yeah, it's been a few weeks since I've been in a very well-paid job, and","[the] time we spent together yesterday and the time we spent [on] the actual actual task [that we were] talking about was 15 minutes, but it was a lot","So, I mean, yeah. I guess there's kind of a question about, I think, the notion that like there's a lot of cognitive activity, and in some way or othe","the problem with that is that that's probably the thing that people worry about the most, and is why we're here and why there are so many of us, becau","I'm trying to do this problem where, in the function, the output is the input plus a constant, and it's like this, right? If it's x, and you do x time","you know, it's funny, like, when I'm on a plane or on a train, and I'm bored, I just think about the other things. Like, I don't know,","and so I guess I could be thinking about like a certain company, and how the company was doing, or a certain company was doing well, and how they were","and it's probably not going to be like the 100% of the time, because if you have 10,000 people who are going to vote for the Democratic candidate","I can't make sense out of a lot of things I've seen. I mean, it's kind of like when you look at an object and you can kind of figure out what it is,","what we're trying to do in this course, which is a new course, and that's called the new course in consciousness, is to help students develop the abil","I mean, you can be, it's very important to be very comfortable with your own biases. Because it's true that a lot of the most effective AI systems, yo","and it's important to think about things. Not just what is important to the specific company but what are the important ideas in the universe, what ar","I've got to find out if that's something that we can do, and what the benefits are of doing that, because it's going to be a long time before people h","it's like there's something that's more like a hologram of a brain, if you look at it like this, and it's like we can have a kind of artificial intell","there's a couple of things I'll bring up. So we have the case study on the use of 3-D printing in medicine, and that's just a wonderful example of how","[the] mind, so much of it is subconscious, it's so hard to get at. It's like you're not conscious of the subconscious, but it's very powerful, but we'","I'm going to come up with this whole idea of how a piece of code in a computer is going to be translated into the machine language, because it's reall","and what's that you're thinking of right now? Oh, it's not words. It's not something you would ever think about saying. You know that... it's not some","and that is why I'm looking at you, I mean, you have this huge knowledge and you can explain the whole thing and then you can show me and then I can w","I was going to say, I was going to continue the story from the first section. What is the probability of a positive outcome for the overall study? The","So the idea is that you are the owner of that thought, the idea is your thought, it is your own idea, and the way to bring it is to think about it, an","the whole thing about quantum physics, right? I remember when you started talking about it, and you were like, well, if you think about, like, the Sch","I'll try to think of the examples where one can say, 'Aha, I got it in the end,' but also try to be very explicit about the process that led us to get","[00:23] the number of people is small, which means that, statistically, the probability is high that the number of [00:30] people in a room who","so the first one is like you say you have a bunch of values and you have the values that are the goals and then there are the values that help you ach","it's not too easy to say, because you know it depends a lot on how much time you have, how much money you have, and you know what, what's the best way","this is just the same. This is just the difference between 3D and 4D. The thing is that 4D is 3D with time. You can think of time as","and a little bit of a bit of a small set of data about, a little bit of data about the time, the amount of time it takes to go from a given amount of ","the number 11, 11 times 11. 11 squared. 121. 221 is a prime number. 13 squared is 1","the new thing, I guess the first thing, is that the first thing is that, I have a bunch of functions on the chip, and each of these functions is an ar","I see a list, a list of the 1481 elements. There's a 1451 and a 1782. ... A list of 14 elements","I'm not sure. I've had some problems with the mouse and I'll probably have to do that over again. And, oh, I'm not quite sure how to get the data into","So that's how it works. I have this function that takes in a list of integers and returns the list of integers, where every element is one less than i","okay, so you got to build your model, then you can calculate a path through the model. Okay. So we're looking for a path in the model. And then you ca","... ... ... ... And so on, but this is not going to work. It's not going to be accurate. I'm going to be missing some things. What I do is I'm going","[I'm] trying to find a word for an idea in my mind, and it's a word that describes the way a human brain works, how we can think of something, and the","I think that I should find some way to add to that and so I think it's like a sub-routine that's being called, so it's the same thing as in a subrouti","I've got to go back to the very beginning here, the very beginning, right? It's the very beginning. Now, if you look at this, it is a, it is a very","this is the way that the thing that the other person is looking at. They look at the thing that they are trying to create. And the way that they look ","I am a person who does not know how to think about a problem. It is a person who has to deal with the problem and solve it and who is then a person wh","we have to start to understand that you can only read about something and that's a good thing, but if you only read about things that are wrong or you","you see that when we try to make something happen, and we find that the something happens, there are a few things that might be happening that we're n","it's not something that would be useful, in this case, for a business. But what happens is that we take some kind of problem, it's not that we have a ","that's one of the things that I think we really need to do is we have to get a handle on what's happening with the weather, and that includes the weat","but you don't have to. I can have you. I can do that. You can just call me when you have a project, and I'm working on it. That's really what I","I'm really really not a great writer. I do not have a good grasp on language and I don't know what to say, I don't have the vocabulary to really commu","the whole thing is actually the whole thing of a kind of anarchy, which is, well, it's like, if you have an organization or a business or something li","and that's just a part of the way of the world. The world is an illusion, we are in it. We are all in an illusion. The world isn't a place, it's","I have a problem with a computer program. I think there is a bug. I'm going to fix the bug, I'm going to get rid of the bug. The way I'm going about","and the thing that I'm thinking about now is how do you test whether something is an algorithm, and a human brain is a neural net. And so what I think","oh, it's a good idea to use a control set that's different from the actual set we use in our study, which would be, let's say, a 1000-bit","And that's what I was thinking, this is what we have here. Now, we have here a network of people, which is really good, because I know that each one o","I've seen this before, right? Well, I mean, it's kind of, you know, I don't really think about what you're saying and it's, you know, it's","I feel really bad because I don't have any money for my dog's health care, but I'm not in the best position to give it to her. I've got an assistant a","so I'm getting into it with my eye movements, right? So you need to have some kind of an eye tracker, right? And, um, so I have a couple of questions ","if they are working together, they're not. I don't understand why. I think it's because, I don't know, I'm not sure, but, it's a lot of work","yeah, and there's some other things that they're saying, like if you have, if you're a big government entity, you're going to have a big financial ris","we're going to start by saying something about what happened here. I think we should say that the second round, I think it's really clear that the sec","we could go into it and say, well, it's all a little bit different. You know, there's all these different kinds of data and people are going to be abl","the old ways of doing business, in terms of the number of people that we have to go and meet and talk to and do all these different kinds of things in","that's another point. Another thing that comes to mind, one of the reasons why I don't like the idea of the algorithm in the first place. There's a lo","and what does a big difference between them make? I mean, I'm not a big fan of that. It's interesting to me, but I think you see where you have some o","there’s something that I’m going to do tomorrow. I’m going out for a run and I’ll get a good workout and I’ll be healthy. That’s going to help me beca","my thinking is like, this is all gonna be done. We're gonna be done with this. We're going to have a good summer and get a lot of work done. It's gonn","this is the first time we've had a new device that's actually gone through a lot of iterations, and it's been pretty exciting. I think a lot of the pe","I got an idea that I would like to use in a future project to get some information from people, I'm going to give them a lot of information in this ye","there is a little more detail in the research about, you know, the benefits of the vaccine. So, there is an extra, um, some sort of extra, um. Some so","so we've got like a 2009 or 2010 I think. So I want to kind of pull that up and and kind of figure out what's going on.","I don't think it's that that is actually a concern. I don't really see that as an issue. What I think is an issue is the way that they are implementin","the process that we're going to start doing here is that I'm going to have to think about something that we're doing and then we're going to look at s","I'm also starting to wonder, well, how do we even define this sort of a thing? Like, I'm not saying that there is a clear delineation between a lot of","[I]t's very difficult to make a very good prediction for the future of the world and for what the world will look like in 10 years, because it's not a","I'm sitting on an airplane and I think that my last flight was from Miami to Seattle. So I think that I had a little bit of a delay on the flight from","And I guess I have a sense of some of these things but not quite the sense of the scale of the global impact of things like COVID, but I mean that's s","I have some other ideas that I'm going to write about in the book, and I'm also going to do some of the work of my own, which is going to be on the, s","I'm going to work on the other project, the other thing that we were working on in the spring. I want to get a new paper out of that project and I'm t","[t]here is this idea I've had for a while that I think I'm going to eventually write a book on how to create and how to create, like, a really high-im","[M]ost people would think that you know that we have a lot of political and ideological differences but I don't think that those ideological differenc","And so, if you were to look at all the data on the net, it would probably show that there has been no increase in the number of people that are able t","the end is now...we have the beginning of a new era, which I think we are approaching...I think we have now got the beginning of that. The fact that, ","and I think this is an example of an artificial intelligence system where the training data are not necessarily correct, and you get a very, very bad ","[W]hat I do know is that I know how to make the word 'green' sound, because I've heard it a lot of times. But what I don't know, what I","and it's also interesting because it's about a subject that is, I would say, a sort of, if not an absolute, then at least a pretty important one, whic","I can't think of the name. I can't remember the name of the artist, I can't find the name of the... the name of what they call the... the... I don't","I was just looking at a picture. It was a picture that I drew. It was from the period of time that I was in a mental hospital. So I drew a lot of pict","so, and this is, I have to go through an introduction, an intro and a conclusion for this, you know. And then the conclusion, this is a conclusion, so","a few people I know are very interested in quantum mechanics. I think there are two different things, there's the quantum mechanics. The quantum mecha","The point of this is to show that the brain is able to make these decisions at the very last stage. And the question is how long is that, how long doe","this is an interesting point, because I'm thinking now of something I read about in a paper called 'A study of the structure of the mind' by George Mi","And they're saying that this is a way that they can actually capture the user's attention while they're working on it, and the question is, why? What ","and you might remember the things that you remember. Like, you know, we talked about the time when I was like, the first time I started learning about","I was trying to think about the origins of the universe, and I was looking at the... at the first moments of the universe. And that is like an initial","I'm going to be a bit of a perfectionist, so I want to be a perfectionist in that I will actually write, say, 25 or 30 chapters of a book","I see a computer screen, I see some code. I'm writing code for the computer. So the computer is writing code. It's an infinite regress. You're writing","The difference between the 6502 and the 68000 is the instruction set. The 68k instruction set is more powerful, but the 6502","the mind is just like a computer. It just runs through some sort of instructions. The brain is basically a set of instructions. And we know what the b","Okay, the next thing is this, you want to try to find a pattern here, which would be a better pattern than the previous pattern. That would be the bes","and now the more the problem is intractable, the more the program is intractable. Because if it is intractable for you, you can't write the program, y","(long pause) I was trying to figure out, if I was given the same problem, would I make the same mistakes or not? And it is not surprising that I would","I was thinking about a function. Suppose you have a function F that's defined on the interval from one to ten. You're only interested in the values at","the idea of the universe being a simulation. This idea is somewhat popular. It is not completely crazy. The only question is how to simulate the unive","I was thinking about the value of money. In economics, money is a means to the end of exchange. It's used for convenience, but the fundamental value i","I don't know what that means, it sounds like a place. It sounds like the sun was coming down and going in the other direction. You know, and the sun i","I'm on my way to the airport. I need to pick up my friend's car. I need to make sure that the car is ready for the flight, and it's 4:0","[I] have this one thing that I'm pretty sure of that's gonna happen, which is that I will get to go into the third stage and that I will have my first","and the way the water in the canister is going down and that's what's making the difference between this being a little bit of money and a lot of mone","there's the old one I had that was supposed to be the best. ... The other one is a new one. And I'm trying to get a better one, but I'm not sure where","I can't get into that position. The way you have to lie there, it's a little uncomfortable, because your arms have to be in a little bit of a weird po","right, so yeah. I have a list of tasks to complete, right? It's been 25 minutes. So I should be able to complete about 1/3 of the task list","you're not gonna get that money until you've written the book. I was thinking of doing some sort of book and you know what the book's gonna be about? ","I'll try to get some work done today, maybe I'll get some work done... I was looking at this paper, and I think I may have a good idea for an algorith","(laughs) ... and this is actually the second time I've been in a meeting with the company and I've been trying to figure out how to best use the infor","I can't believe we can do that. ... I was wondering, what is this? Is this something that is something that has been done before? ... I guess it's a s","And I'm sitting here and I'm thinking about some of my research I've been doing in the past. And I was doing some research, I was looking at some of m","yeah, this is a kind of a way to kind of test your hypothesis and what's the expected outcome, and then the other side, what do you do with the unexpe","and that's kind of the way that it is now. In the future, we want to have this kind of system where we can do whatever we want and we can do it at the","the problem with using the algorithm to help you see, and especially to understand the data, is that, with each new dimension that you add, the data i","It's not a complete plan, because it's still in a draft state, so you can't tell, right? You can't say, you know, you've made a complete plan with","well, the first thing that came to my mind was the idea of what is the impact of the quantum mechanics, because we have a very fundamental problem of ","there is the whole idea of what we consider to be the environment, which has been a lot of thought on my part. And we talk about the environment is th","a few days ago I was talking to a friend of mine about my research and my PhD and I said, 'Well, in the last couple years I have worked on a project w","I'm trying to think about what happened to me today, how it fits in to the broader world of my life, where I'm going, the things that I'm doing. How d","[thinking aloud] this is one of the interesting things about the brain, that's why the brain is so powerful, is that it can take what you have done in","I have an example of a question which is a very similar question to the one that you gave me. So, that's this question. 'A man has nine children, and ","and so you see the first thing is you want to find that the particular object, the particular concept, the particular, that you're trying to use and u","I'm really not sure if this will work or not. There are all sorts of things that are very interesting about that. But I'm not sure I'll be able to go ","this is very important to understand, that this is just a matter of the relative importance, the relative importance of this system to the overall sys","[my]... brain, I guess. The brain has an interesting ability to sort of categorize and classify everything into categories. You can make an example of","and there is a good way of thinking about it is if you're making a decision about whether or not to invest in a stock, and it's just a question of whe","I wonder why the universe is this way. And, to me, the universe is not the same as the cosmos. There's this whole other thing going on in the cosmos t","it's like the Universe is telling you things, but it's not telling you them in a way that you can understand or comprehend, so it's telling you in a w","okay, so, and you're thinking about the word and the words are really powerful, the words, like the word of the words themselves. I mean, we're made o","I want to go to the moon, and I'm gonna try and figure out how to do it, and I don't know where the hell I'm gonna get the funding for that, because i","what's your favorite animal? What is your favorite animal. Oh. Is there a favorite animal? I'm going to say the cow. The cow. Why is the cow my favori","I just keep thinking, 'oh my god, if I'm going to be working with the algorithm, the algorithm is going to be trying to make money, and so therefore i","oh. I would actually really like to start thinking about how I can build an app. I mean, like I was saying earlier, like, I'm still not really sure ho","I'm looking at the data from the [ex]... and... they're looking at the [ex]. This is going to take a while. This is going to be an interesting problem","we can go back and forth between two or three different things, but it's hard to go back and forward between a lot of different things, which is why w","the word that was mentioned as something that is really important to me is actually a word that has something to do with the fact that I'm a leader in","I think about... what I do in my day to day life... like... I am very conscious... of the fact that... I have to be... very... aware... of my time, be","I'm still doing this. I was going to write a book, so I'm still writing it. I'm still trying to learn about the latest AI techniques. I'm trying to th","and so now I'm thinking about, this is the last piece of code I need to write for this project, it's a sort of a GUI that takes some input from a user","I have two files open in VS, one is an empty file, the other is a file that was copied from another computer. I can see it's been copied and is almost","The second one is, for the next one, I don't know if I'm doing this right or not. So I'm going to start a new one. I'm going to be writing to","yeah. Yeah. ... There are like the little ones on the other side of the planet and they just, they're like 10. Like you're like 300. 1","... ... [31:21] Oh, I wonder if I could just do a little bit of... oh, yeah. This is my new logo. It's a little bit different from","this is not the best way. I should say what I can think about... I know what is this. This is a lot of data. So maybe I need to look into this data. O","this is the difference between 68 and 72. Because 68 is 60 plus 8, so the difference between them is going to be 8. Then you have","and it's a triangle. It's a triangle, you know. The point is in the center of the circle. I want to draw it so that it's the smallest possible triangl","[43] and [44] are a couple. They are moving in that direction. They're going to end up with one of those. They have to be a couple, they can","there's one thing I don't understand. If you can find something interesting, there's an incentive. For example, if you can find out the way to the mos","the shape of the moon in the night sky, I have been trying to draw this moon for the last 40 years, but I never did it, and I'm wondering why, why not","you can take a picture of the world with a telescope. And, if you can make a good telescope, and a good camera, then you can take an image of the worl","I'm going to move down to the other side. So, this is the first example, the first case of the right hand. I'm going to take this, I'm going to rotate","and they'll get on a plane to the other side and they'll land at the airport. Okay, and then they're going to walk up to the tower and they're going t","I'll be a 15 year old. I'm gonna be a 14 year old. 15. 14. 13. 12. 11","what would you do? How much do you think the sky? Would you? Oh, you would do 100,000, 10 million, 10 billion?","you can't have more than 12.1344 and 23 and 644 and it's a 1, so you have 1, 1, you","I'm looking for a restaurant. I think there's a good one in the area. And I'm looking for it. It's a very small area, so it's easy to get it.","so it's going to be a pretty nice day tomorrow. I hope it's nice, and we'll be out there. I was at my house when my neighbor said, hey, it's nice","and then there's this little tree, you know, just outside, it's one of these things, it's the one, it's an oak tree and it's an English Oak tree. I","there were two little kids and a mom and a dad, and they were playing hide and seek. And the mom was like, 'I'm hiding in the bathroom' and the kid wa","there's a lot of different shapes to put them into, but you know what? There's a whole bunch of them. There's like a bunch of different shapes like in","and I wonder if we could, like, have, uh, like, maybe like, like a, like a group of people like, like, uh, you know, like a bunch of people","I am like a squirrel. I'm just trying to figure out a way to get around here. I don't know where I want to be. I'm trying to figure it out. I want","and I was watching, I was in a house, in a bedroom, and I was just looking at a plant that was growing, and I think I was looking at its growth patter","I've been reading an article on this guy that's been talking about how, if we were all in a boat that had a bunch of apples and we needed to get to th","And so this is the way we're going to do this, right? We're going to... okay so I got that. Okay, so we're going to start off, we're going to","So the first part of the talk is about this. I'm not sure what I'll do here. But I think I want to do something like a... I want to build on what I di","so I'm looking at the picture, and I think that's like... you know, what you do when you make a chart like that, you try to get the data to fit your h","you know the equation to a circle is x squared plus y squared, right, so the equation to an ellipse would be x squared plus something and y squared pl","and then we have to make a decision about that. That's why you need a computer in your house, is because the computer, when you make a decision, it do","Okay, so I'm looking at my chart. I'm looking for this... I have to get a chart. And I have to figure out what I can do with a chart. So I think","I am not a very big fan of the word 'generally' because it's an absolute and it's not absolute. So, the idea of the 'generally,' if you want to think","And, of course, I think, I know, we have the same, the same, well, well, I don't know, well, the same type, and I, I have been","you know the three kinds of problems that can be solved in mathematics. The first kind is the problem where the only solution is a specific number. It","and then there's something that's really interesting. The average age of a population is going to go down in a population, because there are just a lo","that's how many people are killed in a 911, in an accident. And that's why we have to be really, really careful when we're flying, so that if we do","there are all kinds of people that have been working with me, and they're all trying to work on these issues. I don't think that the American public h","and you're thinking about how you can get a job, or you're thinking of a job that you can get in the near future. You know, you can get a lot of work ","we were in the middle of the discussion, we were trying to figure out the best way to go, and then we had the other 16 members and then the discussion","you have to remember that there's this thing that we are working with that is the research, the research is going to be going on for, you know, it's g","you know the number of the problem. It's not 10. It's 10 squared. It's actually 100. It should be 10 and 2.","this is what it is, you're talking to a machine. There's two kinds of machine: one that is a simple machine and another one that is an advanced machin","And they say that you can get it by doing a couple of things, like just eating it, or you can make it by making a bunch of other things. So they say t","now I'm thinking about my computer, and how it has an amazing feature, which is that the operating system, and the software, is running all the time, ","The other thing that I wonder about is how does this whole system of thinking about a problem evolve over time? Like, we can only do a certain amount ","there's a number of problems. One is that we're not measuring the right variables, and another is that we aren't using the right methods to measure th","and if you take a small example like that and if you can tell the model, for instance, to come up with, in a way, an automatic response to that input,","It's a really great way to understand people, that's why. If you have a bunch of people in front of you, and you want to understand them. You can try ","and the second is the second point where we see an opportunity for a kind of a reinforcement loop because if you have an active kind of a framework th","I'm just gonna go back and do what I did before I put the cursor up to the mouse and I'm going to start clicking on the buttons. And I'm going to say,","it's like a little bit of a list of things, but it's more of a narrative. It's more of just a list of words and things that you put into your brain. A","okay. I am doing a little bit of thinking on the fly right now. This is going to be an interesting experiment. What are the words in your head? Okay. ","this is what I would do to get more data for this and I would do it on my own. So I would... so I would write a program to run these simulations. And ","The word 'not' is often used in the opposite form 'no', because it's not just a negation, it's also a qualifier. And so we use 'no' to say that","I would say the sum of a plus b, so, we can say the sum, I don't think, we can call it a sum. But a plus b can be defined, that's","so, okay. So I'm going to do this and I'm going to get to the first one, which is the first, which is one of the two. Yeah, and then I'm","Okay so you could take a look at how many degrees of freedom are available in the system, but I'm not sure why the degrees of freedom of the system ma","I know the equation for a line: slope, y-intercept. I remember some of the geometry: lines, angles. I remember a bit of set theory, too. I remember se","and we want to be able to go to the moon, or somewhere else, but we want to stay on Earth as well, because that's where the action is happening. So yo","and I think a lot about that. So, I have a problem in the morning, I go to the supermarket, I take one thing and then I have to go somewhere else, and","we got to talk about the SAG. I'm trying to figure out what to do with it. It's got to be, I guess, a big array, it's a big array of","the brain has all these structures like the hippocampus, and they have to have a certain number of connections, so you have to be able to get between ","it's always been very challenging for me to be able to not be in a state of extreme fear and anxiety and stress and all these kinds of things. The mor","and the other thing I don't think has been addressed enough is the problem of self-optimization. I don't know if you guys have thought about it but th","what do you want to say? We're talking about the relationship between the body and the mind. You can talk about the relationship of the body to the mi","I just realized that my research program is quite similar to the research programs of some of these people that I just talked about. And so in particu","the one that's not there yet. There's a lot of people that have been thinking of it. I'm not going to go into it. That is a research topic that people","we are going to start to see some new phenomena that will change the way that we understand the universe. The next part of the story is about what is ","so I can't believe it. I don't think this is just about the amount of work that it is. I think it's a question of the nature of what is being studied,","the problem is that we don't know what the data are. We've got a data set, which we think has a particular meaning, but what are the true dimensions o","the fact that a lot of my research and my professional life is trying to build models for this [neuroscience] field. And one of the challenges I think","what we're looking at right now is the issue of the proper interpretation of the theory of evolution, the proper interpretation, I believe, of what th","there’s no evidence that I have... well... I think that there are many things that are, are hard to prove... but I think that at least in the case of ","I have some memories. Some memories about... [about the] development of the universe and the development of consciousness. The development of consciou","I am the one who is doing the thinking, I am the observer of the thoughts that are being generated. My brain is the organ which is doing all the think","if you can, you know, if you can take, I mean, I've always taken a strong belief in evolution, but then it occurred to me that if you have a mind that","and they're not, the 99% of them. They're actually 79% of the world and we can look at those statistics and say, 'Okay. Now we know,","I'm starting to wonder if you're not going to see me in a couple of months. Maybe you're going to go back and you're going back to some old school whe","I think I'm going to talk about this to the kids. I think it's an issue that is really important. I think we have a lot of students at this university","and so you're going to be able to get that at the end of the project, when you're like, 'All right, so let's do a quick review. Here's what we've","and we're talking about, you know, you get to the end of the season and you get a salary and then it's not that much longer until your contract runs o","I'm thinking that it's possible, as you were saying, that you could have a system that has the same effect, but is a bit more refined. That the softwa","and so you could get that all, I think, it's kind of important to remember that, that the internet has always been this, it has always been kind of th","And in the last week we've seen the beginning of an incredible phenomenon, where in the past two weeks, in the first 2 weeks of November, we've seen a","and I'm thinking about the world right now, and it's a big world and I'm very privileged that I work in this little field. I work on a little area of ","and also we have had in the past 10 days, just in my own personal experience, we have had four hurricanes that have come through the Southeastern part","it's always interesting for me to look at how the earth rotates and the rotation of the earth is accelerating. So when I look at the earth's rotation,","so that's just that. Oh yeah. That's why, when you're running, you're, like, you know, if you're, if you have the ability, you're not going","I've got to be a better teacher. I've got some thoughts that I need to do something with and I need to actually be a better at this. And I need to fig","that's why I've been doing a lot of things that I don't like. So, I have to make a decision to say, 'I'm going to do this, or I'm going","I don't have to do anything. I'm free from the financial constraints of being an employee, because I'm my own boss. But then I also have to work hard ","So, let's get back into this, and you can ask any questions that come to mind. I'm just going to kind of follow this, and see where it takes me. So, t","I am having this weird thought. I was thinking about all these studies that were done. Like, when people go out of town, how much of it was for the we","we are very much dependent on this group, and so I am not sure that this is a really good strategy. I mean, we don't want to be doing this stuff, I me","I can see how much people would probably use AI in order to increase their efficiency and to do that faster and cheaper, and the risk of that would pr","[00:44] It's very hard to even imagine it, you know? Because I think our education system is very geared towards, I would say, you know, getting to th","the moment that we are having is that I'm very interested in this particular topic, which is how do we communicate with machines and how do we build m","the idea that I'm a bit like an archaeologist, where I'm really trying to understand the way that my own mind works, the way that other people's minds","I'm going to start off with some more of these experiments and so forth on the brain, and I'm going to talk about some of the results of the experimen","and I don't understand, because I know, I mean I know, and it's very frustrating to me, and I'm like, OK, well, what exactly is it that is the issue","so in order to actually do that, we would actually have to make the whole system of the economy work so that you have a net positive impact on society","and what's going on here, as I'm getting into the details of what the climate is, I'm trying to think, is there any way to actually model it? What wou","what's the relationship between the way in which people learn from the past, or make decisions about the future? In order to do that, the way you go a","I think of my first visit to the University of Arizona. I was at a meeting with the provost, and it was very, very intense, and I think that it was at","that was the problem with the original model: the original model was a model of a single agent interacting with its environment. So it was very simple","oh yeah. So I think I'll probably just go in the other direction and do a couple of experiments on the concept of thinking. Thinking is one of these v","The problem with the mind is that it is too powerful. It can do what we want it to do, and it will do what it wants to do. You can say, okay, I want","I've been thinking about this a bit more and I think the big problem, I don't have a good way to solve it. The problem is that what I'd like is some k","a little bit of thinking, a little bit more thinking and that's the state that I want to get to. In other words, what is a good way to do that? Well, ","I'm actually curious about what's going on here. The reason I say that is that in my mind, I see how this can be done for any sort of function, so I'm","[I]n the next couple of hours I'm going to be sitting around on my ass. I need to find something else to do. And so I need to, I think, create a","and then I was going to do something with the whole thing, you know, a full-fledged project, but it got shut down by the fact that the rest of my life","what's the point of getting a degree for example? I know that there is a cost to it and it's a lot of money and time and effort but what is the point ","I don't think it's necessarily a problem to take that, but I'm concerned that people don't have the same capacity. That's not to say, you know, people","this is the difference between the present and the past and I think what I see happening is a lot of people in the present that are not doing anything","and we'll be able to get to those who aren't at the core of our life, but who we need to interact with for our business. And so for us, I think that t","so we have a bunch of folks working on the automation. We've got a bunch of new folks and we've got a lot of folks who have come from other teams or o","The 55 percent figure comes from an analysis of a sample of 189 people who participated in an online survey. ... 55% of the people they looked at did ","I was wondering about the meaning of the word 'thorough,' and how we use the word 'thorough' in the context of something like a computer algorithm. If","I can't really be sure of how much of this is being done on purpose and how much is just me thinking about it. I can't tell. I think, I just think tha","what we do know is that these two, the first two are not good predictors of how much is going to happen, or when it's going to happen. So that's why t","the reason that's why that's the thing that I'm doing that's the biggest issue. It's what I've been doing. And it's because of the way that I do thing","I remember talking to one of the members of the group about some of the questions, and they were really sort of thinking about what's the purpose of a","I have a very vivid dream that I'm a white t-shirt, a white shirt and I have a red head on my head and I'm sitting on a chair and there is a red dot o","I'm like the most overworked and over-burdened manager, if you will, of my personal space, my personal time, and my personal resources. And I think ab","And we're having the same issue as last time: we have to have a certain percentage of people, or certain numbers of people. So we have to make sure th","I don't see this as a real problem with our data or with our approach. But it's the question of: 'How do we deal with this, where do we put the line i","the main point here is that we've got to make this happen. You know, we don't have much time. We got a 100 people, and we got to get 1","we know that we are not going to be able to solve this, but we are going to need to solve this. We are going to have to come up with something. We can","I want to look at the effect of a different kind of attention. What if I pay attention to my attention? What if I take it as a construct that I have t","I'm trying to write an article about the right to know what's going on with our data, and we're going to start with the current situation, we'll get a","I think that we need to think about how to model the kind of thinking that goes on in our mind in an intuitive fashion. This is something that I've be","and you can think that in 1984, people who are, you know, in the Soviet Union, and it's like the USSR is not in the US anymore, right? And","I think that the next step in the evolution of artificial intelligence is going to be the emergence of human-like intelligence in machines, which mean","I'm actually quite pleased with myself that I've gotten out of the box here and I don't think this is going to be an easy session. This is not going t","well, we were looking for an example of this and I'm not sure if it's something that's really been done but I'm thinking about the notion of how would","And so, you know, I think, this is one of the major things, and I'm a big fan of the, the, you know the, the principle of, of, you know","I have to read this [paper]. I want to talk about the nature of the state and the nature of its military, and how do we connect this military to the s","and I think there's a real issue in terms of whether or not the state should be allowed to impose a requirement that the information should be public.","[I]t was really, really important for me, and I think a lot of us have heard, as well, about this issue that we are faced with, that is the lack of di","what's the issue, what's the problem? How are you going to solve it? And what's your alternative? And that's just the problem. How do you get there? Y","so I know, I'm in the US now and the US has this huge economy, but it's also very fragile, it's very dependent on finance and banking. So I don't see ","I was in college and I was majoring in economics. And we were going to, we were taking a course and the topic was monetary policy. And there's a big d","and I was thinking about the current economy, which is sort of, what is a great example of what we need to do to save the economy, so there are a lot ","It's going to be interesting. I don't know whether it'll be interesting or not. I don't think we have a lot of interest. We don't have a lot of fundin","I remember that's an example of something where it was really hard to do it, and it was kind of expensive, but it had a positive effect, and then it j","I have to get a car. I have to. I'm sure I have to do this. I've got to get a new car, which means I have to save up more money, I","so it's a way for the US to keep China down because China's not a country that's going to be as quick to adapt to new technologies. It's like the US i","I just like, the thing that I think that I hate the most is this whole, it's like you said, you know, this whole concept of the, the American way of t","And the other thing I'm looking for in that is that I would like to see some actual engagement with the problem that we're working on. I don't think t","I think a lot of times a lot of the data that we get in, even from these sources, is not as strong as it should be. And in particular, you look at, wh","and this is why I have an interest in the actual... the actual... well, the... I was going to say the actual, I think, the actual cost to the taxpayer","we've had, so they've been given some, a little more, some, some more than the US has. But, the US, and it, it's, it's the US that","and if they didn't have the funds, then you know, how many times in the course of an hour, would you just not get to see people who are in your countr","this is kind of an interesting thing... I remember being a kid... and there's all the different kinds of different things that you have to pay for, an","I'm interested in the concept of a good death, and, you know, some people will say that's a luxury that we can't afford. But I think the reality is, w","yeah. I'm a fan of that. And so I'm in this place where I'm not so good at getting the people who I have an obligation to manage to do well. And so,","uh, yeah, we we we're gonna be very active, we we'll have a lot of fun, you know, we're gonna get some money, uh, so we're not gonna be","you have to think about the good that you have done in your life... because you have to get people who are struggling with poverty, struggling with ad","and if I do the same thing, and I am a parent, and I do the best that I can, then I have a child that is going to be a little bit more educated in wha","and it's just one thing that's the fact is that, and you can say that you can say this in a couple of different ways, but just the fact of being a pub","and I don't like the fact that the people in the country are paying the government money to fight these problems, but that the government is not makin","you know, it's funny that this is happening at this exact moment, when they were telling us about these people that they've done this work with. I rem","I think we might see some things coming up in terms of more of these cybernetics, more of this cybernetics. I mean, you know, I think the federal gove","we got this guy, the other guy, and then there's another one that's basically doing it, but they're still talking to us, they're still saying, 'you kn","We've been talking about the, you know, the idea of, you know, a, a, as far as, you know, like, like you know, with the, like, a","what do I really want? And that's not always what we say. I don't know. It's hard to say because it's not really, it's a little bit, it's more","this whole thing was, it was this whole thing about how, you know, the way to deal with this is to be like, you know? Don't put all this information o","and the other thing that I'm not happy with is I'm not comfortable with the idea that you know that it's it's going to be very hard for us to get into","[O]ne of the problems that we have right now is, you know, it's so easy for the state to get around the system, you know. There's no, you know...","the best of us, it's just that we get caught up in a lot of stuff that we don't have to be caught up in. If you can take a step back and say, hey","the things that have been going on in the media. I think, as a result, people have started to look at the political landscape a little bit differently","my son, my son, it's a blessing to me. He's a blessing for me to have a son that I can look at, you know, and I have one other son, but","[The] focus, of course, is not on the political scene in the US right now, although I'm not sure whether that's going to be a thing for me in the next","I was saying that the question was really about how much people wanted the military to be able to do. And there's a couple of things we need to unders","this whole process is just a very slippery slope, and we can't really keep our eye on that slope, and so it's not like, it's not even an issue for a l","and, you know, it's, it's kind of a sad thing in a way to kind of get used to the idea that, you know what, I'm going to have to, you","and you know, I'm like, I'm very happy and I'm very excited because I think that's going to be a really good thing that's going to happen in the US. S","It's something that you've heard about and you've heard a lot about and you hear a lot about, and I'm sure people are talking about it right now, but ","so, so, the thought that I've been having in the past few months, and the thought that it's not about the lack of being able to create a society of un","I'm going to go to the library and see if I can find, see if I have any ideas or some books about how to, I have a couple of projects I want to do for","and in the meantime, the whole of the political process has been changed, where we used to have a few political parties and now we have the National D","I'm actually still kind of skeptical about the idea that the private sector has a problem with doing this because they're too small to do it or whatev"],["I think I don't remember doing that before. I don't know what that is. It's funny. I don't like it. It's a little weird. It's sort of like a","and if you're not there, and I have to go, I don't want to do the wrong thing. You know, like the wrong thing or something. Like, I might say somethin","it's almost like I'm on autopilot, doing things, like going to the store, doing my errands, just kind of getting through the day. It's almost like it'","And so it was that I was in a position in the 1970s, I mean the 70s. I was a graduate student. I had an undergraduate degree in mathematics","I remember the day when I had a job, and I was given a bonus check, which was 300,000 dollars, and I remember that check and it was a really","a whole lot of people that work in the same department, they're all old buddies. They've been friends for a long time. So, they have all these little ","and we're not really doing anything in the world right now, we're not trying to do anything to save the earth, we're just doing our thing and then we ","The way it is right now, if it gets any worse, it could end up being like a full blown pandemic, and that would be really bad. I mean it would be real","I've never seen a spider bite before. I remember, like, when I was, like, a kid and like, we were building a tree house or something and, and this spi","I'm glad I'm not going to college, I just don't think that's going to work. I don't know how to study, but it would be nice if I could do well enough","so we've been doing this for about like 1.5 to 2 years, and now we're getting down to the end of the year. So I think, for me, the last","15,000, 12,000 and then 25,000. It's like there's a lot of stuff in my life that's not","it's been a while since I've done this and I've forgotten some of the concepts that I thought were important, but it seems like we're pretty close, I ","I feel like there's a lot of bad shit on this platform. And I'm really happy with the fact that it's actually... the fact that people are just kind of","I have some thoughts that are just kinda floating around. I was just thinking about my job. I am getting my masters in public health in September. And","I have to keep these two in sync. If I change the one, it should change the other. But I'm not sure if there's a way to do this yet. It seems like the","I can see the idea of the service being that we can look at the data, and then, if they're interested, we can run simulations to get more details. ...","and I was thinking about a project that I did this past summer, where we took some data from an experiment and we're doing some machine learning on it","we've been working on this problem of how to store and manage data for a long time now. It's been a challenge because of the different data types and ","oh yeah, I've got this idea, I'm gonna start using the new version of the framework in the project that I'm working on... yeah, so I was looking at th","and now I have a new idea, so this is a new idea I have that I can use in my work. This is an idea to take an existing one, and then do a lot of","I want to try and make some progress with this paper. So, I've written up a bunch of different, of different examples of different types of queries an","and then you know, I guess I'll look at the options. Like, we'll make a bunch of prototypes, and then we can get back to you, and you can decide which","the thought that I had had this week. This is a bit of a break from work, so I think that I should start with the things I am working on now. I'm work","I am thinking about what it would mean if someone could only be found in a single place, a single point in space. We know that they can be found in mu","the future is a set of actions that the future will be like. The future is a collection of actions and their effects. It's a collection of data, that ","what do you do when you don't know what the goal is, but you want to know what the best possible goal is? It's hard to do. I can do a little bit bette","we are a bunch of young people. We are a bunch. It's like this. We are, you know, young. But we are a little more than young. We have some kind of","I am not going to have to buy anything else, but it's going to be really important, the final thing I'm going to have in mind is that we are going to ","and so that's why I'm interested in the kind of more sophisticated language like this and then, so in this case, it's the kind of problem I have, it's","so you know there's this one thing, this one thing that's important about it is that the problem is that we are trying to go back in time to a very ol","well, if you just take a look at the kind of thinking that we have that goes on in the human brain, this is what it looks like in our own lives and it","I feel like I'm making some sort of progress and I feel like there's a lot of momentum going on. I've got a few things I've learned from previous inte","I've got to... I have to think of a name for the website. ... I've got to come up with a good name for the site that makes it seem like you're in a ce","uh so it was like oh you know, you know, and you can see the work of your life, right, you can see a kind of like a kind of a tree, you know?","and the problem was that I was getting into the weeds, and I didn't know how to get out of the weeds and into the high-level analysis. And it's also a","and then you get the data, right, and then you have to, it's like, you have to make that data mean something. And that's like the big thing. I think f","just because I have a bad experience, just because I make a mistake, I want to blame it on this framework or my knowledge or something, but the realit","and then, I don't know, I feel like it's a waste of time to be talking about these things. It's more valuable for me to take the time and actually und","this is really a lot of work, I would say. I would say that most people could, even if they have a lot of people, if you ask me, I would think it's no","I was in the lab, working on an experiment, and I was running through some code and I was having an error message and I had to find the error, and the","It's been a while, I just did some other work. This is actually an interesting question. The question is, what are some of the features of the model t","I'll have to add something to that. We can do that with the neural network. And so we can add a neural network to this and then we have to try to solv","(thinking) I wonder how this affects the results. And also, the first study didn't have the same issue, so this is a really important change that we s","the ability to implement changes on a global scale, the ability to coordinate these changes with other global systems and processes. It's kind of like","and we'll use that to come up with some good things for the future, and that's the goal. And we'll come up with the idea of a social media platform. A","I'll use this as a way to get me through the rest of the semester. So the next semester, we'll probably have to make some changes to the course and ho","so you can sort of find some information that's relevant, but then you can sort of process it, sort of to a point of making sure that it's reliable an","I'm going to use the fact that we want to minimize the number of 0's and we're going to do that by counting how many 0's we have and trying to make su","you're going to get back in the water. I've been in the water all day, I'm exhausted. I've never been able to go to the gym like this. I could go to","a little bit of the other stuff that's going to be in the background is you know, I need to make sure that my application is ready to be in production","the brain. You know, there was a big study, a big study of brain cancer. I forget the name of it, but there was a study of brain cancer and what it af","so that's why I had a question about the NMR [nuclear magnetic resonance imaging] data. I don't know if you've seen this before, but if you look at th","my friend's wife and daughter. I think that is how we are doing, so she will know if it is an urgent matter, you know, she can see how the family's do","okay. So, what I'm going to do is I'm going to create a very small program to solve a problem and I'm going to take what we call the unit of time, whi","And then he's a little bit more of a boss than I am, so he gets to have like more of like the authority. And then we'll just make the budget. And so t","yeah, and it's a problem where the where the where you've got like a company that's a big company and they they they'll buy a bunch of smaller compani","I think one of the biggest issues with AI is that, there's this thing called the singularity where it's like, basically, it's going to be able to, at ","I'm trying to get this code out of my brain to a computer. So we have a bunch of sensors that measure the activity of the brain, and we want to get it","I remember in 2001, I was on the day of the first day of the year. And I was at work, and I was like, wow, I'm 30","I think of the world as a great big box of information, and the whole idea of machine learning is to try and model that information, and we use this d","I'll get back to the question of how does the brain think. There are two ways of doing this. There's a functional way which is saying how does the hum","And now I'm getting a little tired, I think that the whole idea of the model is to create an objective, I guess the first objective of a model, of any","So there was this little story I read a long time ago, it was like 20 years ago, I can't remember what it was called. It was about this guy and he had","my hands and the computer and how well do they work together, I mean, does the computer recognize the language of the brain? I think the answer is yes","The idea is that in order for us to understand how something works, we have to know what it's doing at each step. If you can go through the sequence o","so you're going to have a list of... of keywords and then you're going to look up each keyword. And you're going to get back a list of documents. And ","the 83,000 words, the 87,000 lines of code that go into the most popular open-source C library on the planet, which is glibc,","So you want to see a movie. So I got this thing, my, my, like the, the, the computer, and you can see it on the computer. So what it does is","the other one is going to be in the middle of a very cold, wet, storm, it's going to be the middle of the night, and it's going to have a lot of data","I have to get this done tonight, but I'm just not sure about the exact date. I'm going to try to put it together over the course of the next two days.","I'm thinking that you're saying, that, like, that's the whole thing, right? So we have to go back and redo it, right, because this, we did this, it","yeah, I was working on an app in the past for a lot of the same stuff, so we tried to build that out and we made a couple different versions of the ap","uh, you know, uh, it's, it's not going to be that I'm going to say I've seen this and, and, and if it's not, it's going to","The two are just not compatible. It's really a challenge that we need to come up with, but then we can't have a robot that's going to do the heavy lif","I'm talking about this thing, how to model, and I'm doing this to get the idea of what is a good model, but I think maybe it's just a big file system,","Okay, so I'm going to continue that, but what is the issue that I'm trying to solve for here? ... So this is the issue. So I want to understand how to","the first thing I thought about was how many people on Earth are suffering from something, and we are in this system that has a bunch of people who ar","[w]ell, I think you know, if you're interested in climate change, I think, that's probably the most important problem that we're facing. And the way t","my mother has just gone out. She's leaving to go to work. I think that's a good idea, because she has to go out to work and we have to have a better u","[We have] the question, and there is the answer, the question, and the answer, and there's a lot of content in between. The question, 'Why do we do th","I've had a great experience, having my brain scan, but it was a very expensive and stressful experience for me. I'm concerned about other people getti","I can't remember the last time I actually had a good conversation with anyone, because I don't see a lot of people I can just have a conversation with","I was listening to the lecture on a particular issue. I remember I was thinking about how we get a particular type of problem with certain kinds of ma","that's why we're having this meeting. We're talking about this as a team. If I just sent out a message, it would be difficult for people to understand","a few hours ago I was thinking about that one time that my brother and I were running down the stairs in the building, and we were being chased by a f","I think it would be interesting if we could, if we could do some experiments on this, but I'm not sure that would be the most optimal, because I think","I know that the product will be the same product in the same country and they will have the same customer base. So, that's a good thing, right? For th","I'm thinking about this issue with the government that was in the last round, that if I have to do an agreement with the government and I have a signi","The main thing that was very helpful is that we were able to really identify, very clearly, where there was a discrepancy in the way in which the work","And I'm not saying that all of these things are equal, right? The data are going to come back in different ways. You don't know how the data are going","So you see that the real issue, if you want to make a case for this, is to say what is the minimum amount of information that an agent needs in order ","this is really important. You know, I just heard about it on the news, but I've been thinking about it for a while. So you're all looking at this prob","I'm sure that you're thinking of how much I have been doing the last few months, and how much I am going to do the next few months. I've got a lot of ","so I'm not sure what's going on. But, uh, it seems like there's a lot of uncertainty and a lot of concerns, and it seems like the way to really get to","And I can't do that because I have to come here and I have to do the presentation for the entire faculty of medicine. So, I have to think of something","I have to do a lot of things in the near future. There are things that I have to deliver in terms of the training. I have to get an exit interview don","And, then, I was wondering about the world, you know, we are trying to build a world, and we are trying to create a world and we are struggling with a","I just think, so it's a kind of a visual picture of, you know, a, a kind of an illustration of the, the, the idea behind the program and then the, the","what does it look like, that's a good question, yeah, so, what do you think about how are we going to approach these cases, it's, it's a really big pr","So, we talked about what's wrong with the economy. We said the economy is bad and that there is a problem and that the problem is that the government ","The only way to win a war is to make it clear that your side is willing to go to war, because if they don't know that you're willing to go to war then","we'll have to, um, we have to really really sort out the, um, the process here of getting a lot of new money into the system so that people have the a","so I'm not sure it's a good idea to be playing with this idea of getting a lot of our tech off of the cloud. I think we've done a lot of that, that's","you can have a good experience. In the case where I think about the weather, I can do it to have a good weather for my trip. But it's a good thing. It","[the idea of] what I'd like to do for the next ten years. And then there's a whole bunch of things. I've got a couple of things on the back burner tha","I'm thinking about, I'm thinking, I'm writing a paper that's due tomorrow about, about the history of the first public, public, public policy initiati","yeah, right. So I'm sitting in the middle of the day in the office. And I've got the computer. I'm not sure what I'm going to be doing today. I'm","[w]hich is just not what I'm looking for, right? And I'm like, okay, I got to try and get my hands on some data on how, you know,","we're not doing it, because we think it's important to have a place in the organization and we don't want to be in the organization, so it's like, it'","you can actually kind of look at the results of that and say, well, you know, there was a problem there. The fact that they had this big project that ","so it's kind of a multi-step process, where you have a number of different agents and each one of those agents has its own way of working and its own ","the same problem of the middle term, because we have these different approaches that we've been looking at, the more you use the approaches and the mo","it's important to get a sense of the different ways of doing things. We've got a bunch of different ways of getting people to think, and we want to kn","the way I see it is, there's no way you can tell what the true potential for that person is just from looking at their history. If you look at what ha","And it's sort of like a political experiment. And one of the things that I think you see is, like, what is a democracy? The way that the democratic pr","I'm not really sure how you do this, so I've decided to do the opposite, I've decided not to make any plans and just have a vague idea of what I want ","I guess I'm in a pretty good mental space. I think I have some very good ideas that I have been working on for a long time. It's not like I'm getting ","you know what's interesting is you know, this idea of you know, it's a very new idea of of how much of the human brain is actually engaged in the crea","I can't do this right now, it's too much for me. It's like, I can't go into a new place. I can't build up trust in any kind of new thing","okay. so... what's next? We've got a couple of the basic rules here. We have to have a data source, we have to have an analysis and we have to... I'm","it's just like that. You know, like, you think about something, like, and you like, and then you want to do something about it, and you don't know how","you know I think you know, like, the second hand. Right. The second hand on the clock. And I think there's a, a time right, like, when it's like,","I'm trying to figure out how to do this. I don't know what it is that I'm trying, but I'm trying to understand how I should be doing it. I guess I cou","I'm trying to think about a random topic... I guess what I'd like to say is, I'm thinking about this issue of like how you know, the different ways th","it's a good idea, because you could think about it in the back of your mind while you're going through your day and you're doing other things and you ","and then, I remember when we were in our, I was in my undergrad computer science, and, and the first year of computer science is all about, well, writ","and so I had a question. I was a question, but I was an academic question. I wasn't a philosophical question. I'd asked like a lot of questions in sch","so I just looked at my phone, and then I was just kind of like, 'Hey, I wonder how that's going to go.' So I was just thinking about, you know, like","we have a set of problems. We have a set of five problems and there's one that has the most like the most like complexity of them. So we have five pro","oh I wonder if we could do this and it's a pretty long session but I'll say it's 40 minutes long but it's not the time but I think the time is like","and then we're going to see the next slide and that's going to be the first part of the work we're going to do. Okay, so the next slide is this. This ","and then I thought about a 50/50 split. You could say that this is a 50% split on the 3D printer because the 3D print is in","it's actually very hard to come up with good questions. Because you have to think about like, what's going to be the best way to answer the questions ","uh... so... uh... and then the, uh... the thing is... um... and then you know, you... you... uh... then you... uh then you... well, it depends","I mean, it's the same as, it's like a... like a computer, right? You know, I don't know, I'm going to say a computer, like a computer with","a new idea came to mind that the surface of the water would be perfectly flat. The reason why it would be flat is because it's like the water would ha","like what, I guess, like like, like, like a like a like, like like like a like an, oh, I mean like, like an array of like, like numbers that are","I got a feeling of a real big problem. I was on the couch and I'm not quite sure what I was on. And then there were a lot of thoughts about the world ","what do you mean by that? I don't know, that's one of those things. I can't say like I can't really describe what it would be like. But like, you know","and that's what I'm saying is that if you are a human being and you do not believe in God then you are a child of God, and I don't know how to describ","we need to learn some kind of a metric that will allow us to quantify the quality of an experience that we have that we're getting from an AI system, ","and there's the... there's the.... there's the there's a line in a line in the code that says if a condition is met then run a specific process and if","I am not going to be here, and I have not seen him for a long time. So I think I would want to update his status in the next, update his status on his","I am... I am thinking... about my future... I have to go back... to the school... because it is the future of the school, it is a very important proje","the future, for example, is hard, is hard to think about. So the future is hard, I think. In fact, it is hard to know what to do with the future. We","I remember the day I met my first friend who later became my friend. I remember going to the park to meet someone. I remember the first time I saw her","123123. I like to think of my mind as a kind of matrix or matrix with one dimension. I will not say that I have a matrix, because my mind is","so what is the question? Oh, is this just a linear? Okay, this is a linear system. Oh, the question is what is a linear transformation? So a linear tr","so the way we can measure it is by the number of different states that you go through... and that's the way that the information is. Information is...","I have this feeling, this feeling... it's a feeling, it's a physical feeling, that's what we call it, that you are not here. There's a feeling that yo","now I think I want to learn how to code an agent for an agent. I can do that. I have a list of things to do. I need to make it look like a neural netw","so, my goal is to build a quantum computing architecture. The only way I know to build a quantum computer is using a circuit of qubits, and I know tha","Okay, let's say you want to build a 2D image of a city. It's 100 km square. You want to build a grid of 1 km squares, and","so, when the product is in a warehouse, or on a truck or whatever, I'm going to have to make a decision about whether it should go to the warehouse or","we can't forget that the universe is expanding at an accelerated rate ... it is, it is accelerating the expansion, it is, well, the expansion is alrea","the solution of a problem in combinatorics: ... in a particular kind of graph, which we're not going to write down here, the number of edges is one-th","uh oh I mean I'll be a year old. And the 3rd, the second year that the third year it's 30% of the second year, which is 0.","I've always known about the stars, but I'm not very good at understanding the math of the stars. I've always been afraid of the dark, so when I was 10","... ... and then you have to see where it goes, and then you go from there. And you have to, you have to not make a mistake with your hands. And you d","yeah, that's what I was going to do. I was going to figure out the different types of different numbers that come out of a, a combination of different","I mean, that's a lot of stuff, is what's really, is what really bothers me, is like, is like you can get into the quantum mechanics, you can get the t","and the way it is going right now is, I've got a couple of things to do, and I've got this new app, and I was like, man, this is a really good","this is the first thing. This is the first question. Why can't I do that. Well, this is a question. It's not a statement. Why can you do that, you can","but I feel like maybe there's some way to get the word out that, like, the real problem with this is not that you're making too much money, right? Lik","Oh, yeah, that's right. You're a machine. Right? You're a machine that we've built. So we're making a machine and it's going to do some work for us","well I've been working on this and I think I can improve my performance a little bit better. So the question is, how do I know how much I'm improving,","I was going to say, that you know, that this is a pretty important part, and you have to think about, you know, this is going to be a pretty big part.","a problem I'm working on is called the 50-50 problem, where you have a 50:50 chance of going from one state to another, and it's like","Now you can say a couple of sentences. Now let me do a couple of things. I've got a list of all the possible combinations that are available to me, wh","now, what I'm thinking about is the following: a graph, which is the same graph but instead of one axis, let's say, there's one axis, the x-axis, we'r","and we've got some sort of a weird, kind of a weird system in here, where the end of the path, and I can't see it yet. It's just the start. I","I'll make it work out. I'll make it... work out. Oh, I'm going to take a trip. I'm going to fly, and then I'm going to get on a","the car's accelerating and I'm thinking, 'this is not a good thing', and it's accelerating. I'm thinking it's a good thing. And I'm looking down and I","And so that's what you did in the past. And it was actually the same thing that happened, that was happening. So, the whole thing, the whole process, ","And I've got to go to my next lecture and I have to write up my homework for my next lecture. So I'm like, I've got two weeks to do my homework. So,","and I have this thing that is like an identity, I've had it for a while and I've had this thing in my mind and it's been, it's been on and off a littl","... and so the problem I'm having is that we've been working with these these 100 questions. And we've been using these 100 question templates for the","the other thing that I noticed today is the fact that I didn't realize that I was reading the whole paragraph before I reached the end of the page, wh","I've been doing this, just this for the past, three, four years. I've been trying to do this for three, four years now. So I think, I think it's,","I think that there are lots of reasons to try and get back to a state where we were more in touch with our brains, and to just be more aware of what's","it's really hard for me to focus on a task, you know, but it's like it's something that's been kind of ingrained in me. And I know that this is what I","it's like a big file or whatever. I know that. So, that's another thing that I've been thinking about for a while, is like how can I work better? You ","So I've had this thought that it's a funny way to say that there are two people on a plane, one who's there and one who's not on the plane. And the re","and, I suppose, you know that, and I've read, there's, there's a lot of... there's a really interesting paper from... I think it was in 201","this is my dad, you know, a lot of this is going to be on the back of a computer, but I was thinking that I probably won't have much time to actually ","yeah, it's actually really nice actually, um, um, in a way that it's, it's not so much of a pain that you're going to see that much stuff in the futur","I am doing this and I am going to be like the top of the class, like top of the department, and it's going to be all these like really big numbers. Yo","the same thing, that's what it is, and that's the main issue, is that you can't do that, you have to, you can't just like, oh, you know,","the idea of a random walk is interesting because...I have a little more of an idea of what a random walk might look like...I'm kind of thinking, I hav","it's all the way around the circle, right? Like, you're taking a walk, and you're just walking around the circle. It's all the same, you're just chang","my mouth is dry because it's so humid and it's hot and I'm feeling really hot so I'm starting to sweat and I don't have a lot of water. I'm not feelin","it's... it's very... it's a very big thing. So the idea is you're not really... you're not a being. You're not a... I mean, it's like","I don't know. I don't remember the last time. I was in college. I think I was in college in high school. I don't think I was even in college yet. I","and I guess the first one, I guess, like, when I was first in college and, like, was trying to figure out my life, my major, and like I knew that I wa","I think my thinking is kind of like this, there are lots of little streams that are flowing. And so they're just sort of the big idea is all in one di","the fact that if you have a large, heavy, slow object that you could also accelerate it up to a high speed, but if you're talking about a really tiny,","and we could also put the sound in the background so that when you were walking down the street it was like you were listening to music or something..","... I have a son and a daughter and the daughter is currently 31 and has an engineering background, and the son is currently 24 and has an environment","the best way to do this would be to use a kind of [algebraic] matrix. ... you have a bunch of vectors and you can create a matrix and then you can do ","it is like an algorithm in the brain... that, when a certain stimulus comes in, it triggers this chain reaction, and so it's like a giant cascade of a","And I was thinking, the way that you're using it is, is it really the number of events? Or is it the total amount of work that you do? Like if you hav","now we're getting to the point where it's kind of like a really basic fundamental building block of everything we do as a human being and we're using ","yeah, there's this person who was a big fan of the [David] Bowie and the music in general but he was also a big fan of 60s science fiction movies like","I was wondering what would happen if I put something into a system and it's just kind of like a machine. So let's say, you know, I would like to put s","the guy in the picture, the guy with the big black hat...he's a kind of a big head, he's kind of a cool guy, he's in my head...I was looking","And if you had a computer in your brain, then it would have to be a lot faster than a human computer. A lot more powerful. And if you were a human bra","I think that's one of those things where people who are well-off tend to have more energy and have more things going on and get more done and you know","and so I just thought about it and so I'm in this dream where I'm driving down the road and I have this other car and we're following each other for a","yeah, I was sitting in a room with a bunch of people and the screen was showing us pictures of like, different types of animals and it was showing the","I have to talk to them about what I'm doing, it's like my computer. I have a computer and I'm like... I'm gonna be like... I have a robot that can do","a lot of stuff that we do, is it's a lot of data that's being collected, and it's just going out, but we want to make sure that it's useful data. So","the whole thing about the superstring theory, I guess it's one of the things that really fascinates me. I've read about it a lot. You know, basically ","I'm thinking about the fact that I've always been a really, really visual kind of person, and I think a lot of my visual processing abilities have bee","right so I have this idea in my mind that it's a little bit more complicated than just simply having this thing where it's a 2D grid that you can sort","just some of the things we are all thinking about at the moment that we are all pretty good, because we've all had the same problem. It's like the sam","I'm having a thought of a little girl playing on a slide, a little girl sliding down the slide and she's all in black. So the idea of little girl in b","the big one is how do I get rid of this kind of stuff. Right? How do I get this off the wall? If we had some kind of like... you know, this thing,","and, you know, there are a lot of people who are like, you know. So, what's happening here? I'm saying, what is happening here? Why are there so many ","well, you know, I think like, you know, that I think that, uh, you know what, I'm a, a, a natural-born, uh, scientist, I think,","Oh, yeah, I remember when I went to Hawaii and was with these other people, I had to do like a thing where I had to climb this mountain thing, but I r","Oh yeah, yeah yeah, yeah. I'm gonna put a new one on my car, because the one that I had, the one that, I was going to use, I was gonna use","So I have this little problem here, okay. So it's just, like, an M, okay. And the next one is an M, I guess. Okay. I'm not, I","yeah I'm not sure I would be comfortable with that either... like if I'm wearing a sweater... and I was doing... you know I'm doing a job and I need t","I think we're trying to get an idea of what a good distribution is and how to make them, you know, better. Yeah, we have to keep them on track so they","okay so, we're going to be doing the data analysis and we're gonna be using SPSS, right? And I'll go ahead and set that up, right? I have all the data","there's an image of a dragon. So this dragon's been like an image in my mind. It's like an idea of like a dragon and then it's like a real dragon. And","it was the first time I was ever on an airplane and it was super exciting. I had to go to an airplane and I had to do it on a Saturday. It was like a ","a lot of people who are looking for their friends or family members who have died, and I know that there's a lot of conspiracy theories that it's just","yeah, I don't know what this is about. I was reading a little bit about quantum computing. So quantum computing is one of the most exciting things tha","what I want to know is why are we here. Because, I mean, if we're here to have fun, that's good. That's good, you know, it's just a bunch","I'm not really sure... what I want to say. But I have a theory about how it works and how it works. Well, there's a lot of information out there in th","I see a lot of people here on the internet, they're like, I'm doing this, I'm studying machine learning, and then they go on a deep dive on this and t","[02:15] I think that's actually kind of an interesting question that I've been thinking about a lot. So, it's really been the whole AI boom, and that'","uh, i've got a big test tomorrow... i'm not sure if it's gonna be that much harder than the one that we had last week... because the one that i did la","and this was kind of the first time I had it, I have this image of a clock with numbers 0-9 and the hour and minute and second hand. So I thought I wo","so I got it done today. I'll show you some of these things, I think this is like this. It's like a problem in the past tense. You know, I got it in","and we're in 1954 and this is a very rough time. So a lot of people have started making the decision to move to the south. And there's a big differenc","so that's my thing. I'm actually one of the founders of the, um, the company, my team, that created the, the the, um... the... the the, uh,","the next year... and then, of course, the first one, so you get, I mean, the first year, that's like, I think, the one where the team has to get","and I'm going to go home and I'm going to do my homework for the night, and then I'm going to get on a bus or a plane and I'm traveling to Washington,","and then it's like when I go to sleep, I just wake up and go right to sleep. I don't have a lot of trouble getting up, I've been very consistent in te","yeah, I mean it's really cool and it's cool that it's got a lot of, and like they're actually looking to invest in like, you know, a lot of cool tech ","I mean I guess my husband's basically been working from home for the past ten years or so but now he's on a different contract. He's actually doing so","like some kind of crazy guy, like like if you're like in like a dream or something where like you're talking to like some other person and then they'r","you're thinking about your thoughts and the brain and the human brain and like, what are like the most important parts of the brain and like what, wha","I mean, I'm just like, it's a funny thing. I remember when I first went to college. I was 19 years old, and I was going to, uh, I","I think I've been listening to a lot of classical music, that's what I'm listening to right now. That's a lot of different styles of music, and it's k","um I mean if you're if you're not the best at the math and like if you're just doing this just to try to help people out and like you know you don't w","okay, I'll be in the morning. So what is my morning schedule look like for this? What I think is like, you know, there's the obvious one, you know the","what I don't like about this one is like they have this whole like this whole this whole thing is kind of like the same. Like it's like it's like a bu","I've been trying to think of something to say to my partner about how they have been acting and I'm like, 'you know, I just don't know what it is. I d","I was thinking about, you know, the... the, like, the, uh, the, um, the, the, like... like, like, like... um, like... the,","I'm thinking about the movie, the movie I was watching the other night, the one that was like a comedy and a drama mixed together. That was like the, ","and then I remember how I got the idea that I wanted to make this documentary, was when I was in a subway, and I was watching some guy on the video sc","the difference between being a philosopher and a mathematician. I know, I'm a mathematician now. I just got back from a trip to Europe, a four-day tri","I think it's a good idea to work with the video. I think it might be nice for me to put a video together with all the photos I take throughout my jour","yeah I just thought of like, a little bit about like the 2016 election. I had no idea the media coverage on Donald Trump was so bad, and so I thought ","And that's a problem that's a really big one. So, there's a lot of people who are trying to get to space. Like the space tourism, and the, SpaceX, and","a guy who works in the news department, and I have no idea what the job is, but they're trying to develop an app to let people report crimes or things","[I]n my job I have to make sure that these people [the government employees] are happy that we can have our information and that they can have their i","and then it's just like the story of a life. I mean, the person is a character in a novel, and the events that happen, the person that's happening, is","but yeah, I guess the main point is like, you know, a lot of the people that are doing these things are already making a lot of money and they don't n","and I'm thinking about how I've been trying to get into a better job for the last couple of years. I was unemployed for two years and then I got a job","so we've got 20 minutes left in the session, which means I'm gonna be getting in my car, getting out of my car, and then I'm gonna go through a few mo","[02:24] I've just been listening to some old news. It's a story about some guy who was working for a company called Macclellan, and he had","it's been a good week so far, I'm I'm a bit of a bit of an introvert but but you know, I've I've been getting on well with work, it's","the other day I was on Facebook and I'm doing this thing where you're allowed to see your own messages and if you see your own message you have to ret","this is what I'm thinking of right now. You know, I've been trying to get this podcast out. So I've been thinking about it for a while. I have a list ","okay so I guess you know my name is Scott and I work for the company called 3D Vision Labs and I have a blog here. So what I'm going to be talking abo","And then the next morning, we have a meeting with the CEO. And then I am gonna work on the... the product development. I need to get more information ","yeah, well, I guess I'm not going to talk about how we got into this, because I'm not sure where I'm going to go with it, but I want to talk about the","Okay. So, I was in college in high school and I was in a business management program, so we had all these projects. And they were all just about the c","what I think it is is that... that it's the difference... I think it's the same reason I think I can... the... I mean, the difference in the number of","yeah I know I I I I just had a thought about some of the things that are going on and what is the what is the reason that I know this is happening tha","I don't think this is a good way to go about it. If we're looking at a project that we've already launched, I think the first question should be, did ","it's like if you're playing a video game, right, there's an AI and the AI is trying to understand you, the player and it's trying to learn, so they're","so we get the 3.5 to 6, which is the typical value for the US. I was trying to think what the average for a country with 1% is. The US","I was on the side of the road, waiting for the traffic to go. So I'm sitting in traffic. And I'm listening to music. And then I think to myself, what ","I'm gonna, I'm gonna do it. I'm gonna like, I'm going to try and go over some of the, the old material on here, I guess I was in, was","and that's how we've been like, you know, like a couple months ago we had some, some some some big, like big issues, some like big problems, right? Li","I guess...I've been trying to figure out a way to...make...I've got a pretty big pile of data that I'm gonna...I've gotta get...I got some data and","that's what I was talking about at work earlier this morning. I was like, what's the most important thing? I was like you know, I'm just thinking I wa","and so you know it's not going to work if they're not like me and they're not just like me because I'm a big person but you know they're not a big per","the same thing as, as a lot of the other stuff, it's not like I don't know how to do it. I know how to, how to do the work. But like,","yeah and, and um, that, that's not, that's, that's pretty, pretty cool to have, um, a lot of experience with a lot of different companies, you know,","the way they think about, you know, how people think, how people solve problems and things like that, and they're just like, oh, I don't think that's ","[I'm] like I've always got to know how to do things. [I'm like] I know how to cook, you know, but like, I just know how to put my","there are a lot of different kinds of things you can do to learn a foreign language and it's really important that you have to kind of figure out whic","and so I'm just sitting here doing this, I'm not really sure what I'm doing here, but it's not like I'm like you know, I'm really in a different place","yeah, I got to get the book ready for you. Oh yeah, and just check out the book for me. Yeah, okay, got to get it ready for you to get it there.","it's like this, you know, I have to be like I was going to get a 50% off on something, and then it's like, you know it's going to be","and it was really cool, because you know, it was like, I would have done it myself, but you know, you guys are like, I was like, like, I mean, I","and I'm gonna be here, it's gonna take two hours. It's gonna be fun. We're gonna be here and we're gonna be in the lab and then I'm gonna have to","It's probably not going to be as hard as I thought, and I can probably finish this thing in like, an hour, or two hours, because I've been working on ","um I'm not sure why I'm not writing this out loud, but it seems like I've been really distracted by the past 24 hours. I guess I don't know why I have","[it's] hard to know where I want to be in the future. I don't know how to make it happen. I don’t know what it's going to take. I don't","I can't do that. I need to take more time. I need a day or two to think about it more. I have a lot of things to do. I don't want to go","I'm not sure about this. I should be able to figure it out but I don't remember the formula for that. I'm sure it's on the website somewhere. I'm not ","the number 5 ... and then that's a 4 and 5, and then that'd be 21, so that's 4 and 1, so the next one would be","and there are 32463. Okay, we can make that 20000, or we can make it 100, and then 10. So","and that's how I get it out of my system. The other thing is if I can't get the job done, I can say, 'Okay, I can't do it in three days","yeah and so that was like the main reason like the main thing that like, you know, I mean like you know, like the like, yeah, I just I just thought of","the first one I did was one of these three problems where they have this bar chart and they give you like a value or something like that, and then you","and then there was a little bit of a difference... oh, I mean it was a little more complicated, you know, in the actual data, in the raw data of the t","like there are 12 months in a year and each month has 30 days, so then it would be 360, right? Then you know you're missing 60","and I'm wondering about all these things and what you could say about a typical day for a high school student. So it's 8:45 in the morning. I guess th","yeah... the... the thing about the... the the the the... the things that are being talked about right now is is yeah... yeah... yeah yeah... it's like","I feel a little bit more comfortable with that. But yeah, you know, I don't know how many years from now it will take to actually build these things b","we should, the other thing is we should take care, like, if we see other people do the same thing, like if we see that like, we see that that, that th","I can't even read this code... I can't even write this code. It's like there's 50 different ways to do this thing, but we don't know how to do it","well, I guess I have this. I mean, I guess that this is gonna be pretty similar to the first one, which is like, we have a bunch of people that are go","So, I think I would have a lot to say about the data. I think that it's a lot. I think it's very interesting. I'm going to give you a very good model","then we could use that as a reference point, and then you can have it in your mind to know, it's the same thing that we've done in the past. Now it's ","you can look at the data you have here, the data from the study and see which of these different approaches is most consistent with it. And then you c","there are a few things, that is, we know that they have some very important applications in machine learning. But what is it that we are learning abou","I'm on this planet with a purpose. I want to help people. I want people to be free. I want there to be equality. I want justice. I want a lot of diffe","[A]s we think about what's going on here, you know, if we are really committed to this, it's going to take a long time. And it's not just some easy","that's a good point. Okay, so I want to know what it is that a machine does that humans cannot do, or can do better. That's the first one. The second ","and you're all on the ground, so you're all trying to figure out how you can use what you learned in your physics course, or your programming class or","I know the reason why people do that, because the people who make the decisions, they don't really care about the people who have to implement the dec","I think there are two types of thought that are similar in that they have this idea of a model, a hypothetical model or a hypothesis that is used to g","and this is a kind of a structure. And if you want to find out the most optimal way to make it, you would start with some kind of a 3D model and then,","this is a real-world example of a situation where a lot of people might be working on something that is similar. They want to do a particular experime","and we know that a certain number of things, for instance, if you're going to look at the difference in the behavior of different species of primates,","it's very difficult for people to know what to do. It's like being on a ship and being lost. And I think that's what most people feel. Most people fee","I don't know, I just don't know. I'm trying to think of what it would take for a child to be able to learn a skill from watching a video of themselves","the brain is very sensitive to this kind of environment, but it's not actually known how sensitive. I think there are some interesting results with th","I have a thought about how the brain is a holographic system. In terms of the brain's neural networks, there are various ways of looking at that. One ","and so I've been reading about it. It's a topic in statistics and machine learning that I've never paid much attention to. There's a lot of research o","I'm thinking about this one thing that we call a word. And we think of a word as a little unit of meaning that we can use to talk about a thing. So wo","the number 17171 and its relation to the number 5454, the product of the two numbers being 92929728, which I think","I have the ability to think about anything. I could think about anything I want. But if I want to think about, say, what's happening in the brain, I d","I don't know why but, I think, it's quite interesting to watch people playing video games. Like, I wonder, how much time do they spend on average watc","I would be interested in a number of different approaches that we could take here, or you could do a single approach to be more efficient, or you have","and there's another thing I was thinking about, which is the whole thing about the Hubble, how the Hubble is supposed to be the ultimate in telescope ","but I just wanted to say that the second time I read this, it really made sense to me because I had this thing that I thought about where I thought ab","a lot of this is actually already going into the memory database, that is being fed to the AI. And what you're seeing here is the AI system itself. So","I have a plan of attack for this, actually. I have a plan for this. This is what I'm going to do. I'm going to have the same set up and I'm going","the main idea of the session is that you've got a model and you've got some data. Now, the model is this... you know, it's the output, the output of y","and then I went to a university and I took a class in the design of chemical plants and then they said you know that you're gonna be dealing with like","and a 10% to 20% of the people, and maybe even a little higher, maybe 30%, 40%, that are people with genetic factors that allow them","and I wonder what is the maximum number of points of intersection for a circle and a parabola? So let's think about it a little bit. It's the equation","I was thinking that it's a problem of time. It's like a traffic light. There's a time where the green light is on, where the red light is on. I could ","I'll see this one guy over here, I'll see the guy over here and see if there's any one's that can be paired up together, there's four of them over her","uh-uh, yeah, you know, I don't really understand, I mean, it's, it's a good point, but, you know... it's kind of a paradox... uh","the problem with that is that I don't know how much I like to go to the beach, you know? It's just a small group of people that are at the beach. So, ","So it's a really important thing because it's a little bit of the infrastructure. So, I mean, I'm not sure that the infrastructure is the thing. I mea","you know what? I think a lot of people get very worried about how to make decisions in this environment and whether or not they'll be able to get a jo","and it's the idea of the type of environment we're in, right? ... And then when you're on the highway and you're driving a car and you're like, oh, we","the first thing I noticed is that it was very very hot outside, which was unexpected because we had not been expecting any weather to be like that. So","and then I think there's a lot of money in that... you know, like if you're in the business, you're going to make a lot of money. You're going to be a","you know, I think it would be great to have an interactive learning environment, so that the teacher could be the facilitator and you could all have a","uh, I've been reading this article, it's in the financial pages, there's a lot of stuff there about the kind of companies that are kind of going to be","but I've just seen that the prices of some of these things are going up, so I've just tried to look at, you know, a lot of these things and see what, ","and the other thing I really think is that you know what's gonna happen in this world? The world is gonna be getting smaller and smaller, so if you're","that's where I want to start. So you have this big, empty warehouse in China and then you have a big, empty warehouse here in the U.S. And you're goin","and I've had this experience, a year or so ago. I was, I think, in my last year at Cornell University. I had a, I had a car that I'd been renting","so I'm at my house and I got my dog out and we're on my front porch and there's a bunch of dogs walking around my neighborhood and we're just hanging ","I was talking to some people at a conference the other day, and one of them was talking about how they would be going to a conference and they were ta","and you're looking at some data on the computer and there's some data that you've collected in the last month or so that you're thinking about. And th","I feel like this is a huge area of opportunity, this is huge, and I'm going to have to work a lot of this out. It's going to take me a lot of work to","445, 451. I don't know what it means, but the fact that it's in the 400's means it's very important to them. They","the last one was kind of hard to do. Because there was a lot of thinking that went into the other ones. But I guess you can think about it as being li","um... and that is a good thing because I would like to start with uh, uh... I mean that is what we want to do is, uh, make the investment decision, ri","[w]e need to work on the idea of [u]nifying the organization [/u] under one CEO. So that it's easier to control all the various companies that make up","and then I say to myself, OK, I need to get this stuff out and I have to do it because there's a deadline. Then I start doing the work and the deadlin","I think, you know, they should have done a lot of that pre-employment thing. The fact that they've done that now means that we have, you know - what's","I'm trying to figure out what happened at the meeting. So, this was the first meeting and they were talking about things that happened in 2012. And we","I've had to try to work out how I want to set up my blog and do my work. I've had to really be more structured in the way I'm going to do my blog.","And then we can take a look at those different scenarios and make the best decisions to make the best use of those. And that's what I do now. I'm in t","there's an interesting concept of the way that the world works, and that is the way that information is transmitted across the system is through the i","[a]ll of this is very interesting. There are a lot of good things that you can do with this information. But one of the most important things to reali","And that was just the first thing I was thinking about, I'm not sure about this. This is not a good idea. This is, you know, just the idea is still th","you know, I have some other ideas for a follow up here, so I would want to, you know, go and look at this idea about the role of the industry in terms","the fact is that I would expect that if you were a single, independent company, then I would expect you to be able to run the risk. But the reality of","it's just the way the game works. And if you've seen that you've been able to work out the logic that is in the game and it's really simple and I've s","I'm going to try to make some progress on this, this is the final year for the program, so I am going to have to make some more progress, I need to ge","there's a lot of people, you know, that will pay for their car. I mean, it's a lot more expensive to pay for your car. I think I'll go with the first","uh, you know, uh, what's what's going to happen in the near term, or, uh, or over the next six months or so. And so, I mean, what I","I want to figure out, you know, this whole thing. This whole thing. How is it going? We're going to get a bunch of people together. I don't know what,","and this is actually something that I was going to mention, like a project that I want to start that I'm still thinking through a little bit, but I wa","I've been thinking about how we could be really innovative and I think there is this idea of like, I don't know, let's say if you're in a small busine","so like I just had a bunch of this like this kind of, it's like this kind of thing, you know, like this kind of stuff, so I just kind of went through ","I think maybe we're in a time where it's just so much more important to be able to find these like niche markets. I think that a lot of the technology","and it's just that I don't feel like it, like it doesn't feel right. But you know, I don't have to, you know, it's not my job to get that","and then you get back to like your original thought process, and you're like, okay, what's going on? I don't know. So then you do a little bit more of","and you're like, you know, we can just run up and down the highway and if it's like 100 degrees or 90 degrees, or whatever, it's going to","it's really weird because it's been a while since I've used these tools. I haven't used these tools as much as I need to be using them. But it's inter","a lot of the challenges that you have with the weather and stuff, it's actually probably more related to your home, not to the city. So you have this ","[a]s a consequence, [I] am not going to be able to build a new model. [I] f I build a new one, I'm going to have to start over","And the second thing, what's the second thing that's been on my mind, the second thing I've been thinking about recently? You know, just this week, I'","I was thinking about... about the time, you know, a few months ago when, when I was, I was doing some, I was trying to figure out a way to get more do","Okay, so I was thinking about the thing where I've been writing about how I want to move from this country, to Canada. I've been doing this thing wher","and I'm just reading an article on how much faster, you know, you get, the more you're paid in Bitcoin. So I'm like, well, what are some other ways th","so the same thing would go on with the rest of the countries. The country where this is the biggest problem would be China right now and that would be","and I'm wondering if, you know, I'm not sure I have the capacity for a 10 year investment like the US government does, so I'm not really sure if I wan","what I am going to do is I'm going to figure out what to do with the next 365 days and then I'm going to just go and I'm just going to figure this","And that's the last one, and I think that's a really good thing that I'm going to be able to do for the next, you know, four or five years. That's goi","So I think I should do this...I should start doing this in the first couple of months of the year, and I'll get really, really serious about it, and t"],["this is a big project, I think. I don't know what it is yet, but it's a big one, I guess, if it's going to work. This is like a long","I don't want to get rid of my son. And I want to love him, but I don't want him to be a big baby. I want him to go away. I want to","and the next thing that comes up is the idea of doing some kind of research in my lab. So, I was thinking about doing some kind of experiment in my la","so, it was like this, and then it was like that, but it was the same thing...the thing is...it is not so simple to...explain, but the thing is that it","And then he said, 'I can't stand that.' I'm not sure if I said that before, but he said, well, he said, and then he said that, 'I'm","so that's why I always thought that what people mean is that you can't be in two places at once, that you can only have one thought at once. So I was ","and I think about that as it was. What does it feel like to be on that train, and then it gets on the plane, and then they bring out the sandwiches, a","I'm thinking I should have made a list of the things I was going to write. But I didn't make a list. So now I'm trying to do it all in my head, but","my thoughts are like a computer screen that is always on and my thoughts are just like a slide show of different things coming up in order. They don't","and I'm in the car with a girl in the back seat, we're driving down the road and it's kind of dark and it's not a long drive, I don't think, it","The idea of using a database of movies and photos to see how quickly we can detect patterns. This would be an interesting project because it could als","and then there was the point where the man, he is doing something and the man is doing this and this and then this thing happens and the man makes a d","and this one, for example, I got a 21 7 and this one here, I got 3 6, I mean, it's like this, right? 3","29 30 31 32 33 34 35 36 37 38 39 40 41","The game was that if I made a comment about a person, then the person would be told to comment on me, and I would get the same treatment back. I felt ","the answer is 'no'. No, I'm not going to lie, you're going to have to do the work yourself. And here's how: when you find yourself in a situation like","The thing is, that you don't actually have to be in the room for me to write, so there's no reason to have to go to the room if you want to. And I hav","my hands are on the back of the chair and my left hand is holding a ballpoint pen on the edge of my desktop, while my right hand is holding my mouse..","there is this really interesting website, the website for the group of people that were killed in the Sandy Hook School shooting and the website has a","that's one thing I'm not going to do in the future, that's one way I'm going to cut down my waste, is stop printing out anything that I can get on the","And you have the possibility of saying like 'I have this idea' and then just to like start to implement it. Like if you have an idea for like, if you ","we had a lot of people who were just like us, who had been in the same classes that we had been in. I know that, even with the work I do on the web, I","and it's a whole bunch of people and that's... what it's gonna look like, the big picture... this is a whole bunch of organizations and they're workin","so this is the first time that we've had an entire state come in and do all of the work and also do all of these things on a statewide basis and actua","the people who are being served in the middle, the ones who are in the middle of the economic scale. So those are people who are middle income, where ","I have a really good friend. We're like kind of partners in this thing. But I don't really know how we got so close. I'm not really sure. Like, we met","a lot of people who are more high-tech, maybe in their 20s and 30s, are like, 'Well, yeah, I think about things, but I can also","my friend was over last night, and I told him a story about the other day when I was like, I was in like, I didn't know if it was like, it was like a","I'm thinking about the internet. The internet. And that's what's been the driving force for this entire project, which is like this internet project. ","I've been trying to think about the number of people who have died in the past, and the number of deaths that have happened since 1993, and the total ","and I had a dream where I was talking to my dad, and he was trying to get me to sign up for something, and I was like, 'no, no, no, not at","I think that we are in a place where people are saying that if we have any idea of our own freedom we need to recognize that the reason we have no fre","it's like, I know you don't think of us as, you know, you don't really care about us that much. I know that. But we do. We do. We're","the sense of being in an artificial system that we created and that we've been able to be successful in that artificial system is something I think we","you're not going to get rid of them. They're going to be here for decades, so if you want to do something, you should do it now. So if we had the opti","yeah, so uh, you know, you get into the day to day stuff. So we're we're dealing with this problem right now in our country. And the whole issue of cl","the fact that you know, I've been talking with a friend of mine, I had a friend, a friend of mine that was a doctor, and we were talking about this id","the only reason why we have to have a global community, and I have a feeling that there's going to be a global community that will take place over the","and it's got the potential for, for being able to look at the data and have some way to compare the data across time in terms of the analysis of the d","and that's one of the reasons why I think that a lot of these new companies that are being built in the space are coming from outside of the tradition","And it's a lot of information. And it's like I was saying, this is going to be hard to navigate for the consumer, but the consumer needs this informat","okay. And then, we'll see if we can take some of those ideas and move forward into our other strategic initiatives around this space of public educati","in a way, what's the relationship between the universe, our universe, and the concept of a Creator? And you know, you're on the same page there. What ","It's interesting, though. I can't really do that. I can put something out there and it's interesting because it's a little bit of a philosophical appr","and that's what we've got going on here, right, so I mean, I'm like a very, very young guy, right? Like, you know, you're 45 years","a little bit more than a month ago, I was in the house that I was living in, I was thinking about the house that I used to live in, which is now a dif","and I'm gonna be in a few weeks in Japan as I'm sure the participants in this class will know, I'm gonna work in the city of Yokohama, Yokohama in Jap","and it's all about this. Right here, that's all about the importance of the relationship between the state and the city. I mean, I would like to see a","I mean that is kind of where this came from, you know. The whole concept of the smart cities and the smart cities being built and the smart grids bein","a lot of people are very skeptical that there are, you know, really any climate change at all, or at least, not the sort of that they think that, you ","I was at a concert a couple of weeks ago where a really nice man said to me, 'Hey, I've been listening to your work and I really like it. I think I'm ","and this is where we get into the actual code of the language and we're starting to see the kind of things that we would say as humans, as a society a","[00:01:05] it's a bit of an unusual way of thinking about it. I mean I'm not sure that people are really aware that it's the same sort","I'm thinking of the film that I worked on with [an actor]. And the thing that I find really interesting about the film is that the film is not really ","and also there's the question of, what is this data and who has access to that data? There are all kinds of things that are generated by AI systems an","the most interesting part of this work is that when I first saw it, I was shocked to see that it was so different than I expected. I was expecting to ","there's a problem with the way we're handling the data, in the way we make it public, and it's really a challenge. We have to be a little bit more tra","and it's kind of funny, right? I mean, it's kind of the same thing you do when you're studying. Like, you have to learn a bunch of facts, you have to","and then the other person can come into the conversation. So if I'm having a conversation with the team or a client, and I'm having an interaction wit","I'm thinking about the person I'm sitting with. I'm thinking of you as a teacher. I'm saying to you, we've already had the first session, I'm thinking","and the idea is that there's some way of knowing what's really important to people, right? And so for instance, if you are trying to build a website, ","And so, I don't know, it's kind of hard to be part of a research team because I don't think I want to be the leader of my own project. I think I'm","okay. So this is kind of the standard way that I would think about this problem. I have a lot of assumptions here. So the first assumption is, okay, s","a kind of process where I'm thinking of what I'm doing, and I'm also thinking of what you're doing. I'm thinking that it's, um, not going to be that d","And it was the same idea with this system that I was a little bit skeptical. That I was skeptical. It is a very simple system. So you don't really nee","[I'm] thinking about that whole idea of a common good, and we've been talking about the common good a fair amount in this class. And the idea of a sin","I think you can be pretty certain that a lot of people who have a lot of knowledge about some subject, are not always using that knowledge very effect","I was in a group where there was a very intense, very high-level discussion on how to make a change in the way that we are managing the risks, in the ","I was just thinking of how you could teach a class where people could learn how to apply this, the scientific method. And what you could teach them to","what does it mean to say that a group of individuals are acting collectively? It's an interesting question. I don't know the answer. I don't have a st","I remember watching a lecture that was given by a philosopher at a conference in Chicago. And this was actually, in fact, a conference on the philosop","and there's a lot of people, like, some of the most brilliant scientists have come up with a very important, and it's been very successful, it's been ","And I think one of the challenges is that we have to think about how to structure the development of these, to make sure that they are aligned and foc","I was reading, 'You know, if you want to learn how to do this, it's a good idea to learn how to do it from someone who's been in that role, because,","yeah, right. Right, right. Oh yeah. Oh yeah, that's a good point. That's a really good point. It's an interesting one, right, because, it's kind","the question is whether we actually get to that place, where the brain is so good that we're able to let go of our biases and actually do something th","I am, I am the, the one, the one who is going to be the first one who, the first one to come, the first person, the first human, the first individual ","and what happens to the things that you find? ... you get to know about the things that are in the field. ... now we're in a place where we have an en","what's going to come up are some thoughts that are probably more useful than other thoughts, and the more useful thoughts will tend to rise to the top","okay, what I know about this is that I've been reading a lot in the past few years of studies about how the brain works. I've been an active participa","and the thing is that we have, as a team, the whole system and the whole software and we're putting it together and we're trying to put it together an","and then it becomes more challenging if you have to do multiple tasks. So if you have 10 or more different things that you're trying to do at the same","you know, the problem with the game is that it doesn't have a game at the end of the game. The game, the game is all about this idea that you know, yo","The number of people that will be able to use this tool in some sort of meaningful way. The way in which this technology can be scaled in some sort of","and then there's also a second order of reasoning, and that is to say, to understand that that's an option that is open. So, we're saying, we're looki","the more that you see of that, the more you appreciate it, because, if you see that that's the case, that you're making the same sort of mistakes that","I don't want to have the world view of being, 'I want to be a really good leader of my team, and I want to have my team do this and that.' And then th","and there's this little bit of the theory of mind stuff, so it's, the whole idea is that if I understand the other person, and they're aware of what's","it is a function of the brain to take a problem and turn it into a project that can be done. If it's a project, you have to do a lot of thinking and a","the entire concept of the Internet is built on the idea that we have to move to a non-sequential order of things and that there's a lot of ways to do ","and that's a thing about being human, is that you are going to have different beliefs, but you are going to share a belief system with people with who","that was a big challenge that I had in terms of our approach to the question, and also in terms of my personal approach, because we were thinking in t","I remember the day that I became a father and I remember, of course, the day that we came home from the hospital and my wife, my partner, had a big be","and so when we talked about this thing about the intractable problems of climate change, one of the things that I thought of was this thing in which I","and that's why it's so important that you really work on what the goals are and what you really want. I mean, if you think about it, it's kind of like","if I could start over again, I would make sure I learned the basics of data science, I learned the fundamentals of the algorithms, I learned some of t","I think the things I'm interested in, I think that that would be an example of a couple of the things that you're asking me about. When I was working ","a lot of people are calling for the government to be more accountable to the people, and for the government and for the people to be able to make deci","and then they go to work in the morning and they go to the hospital, they get their checkup and they get their physical and they get their medical tes","I'm just thinking that we should be doing this and this. We're getting to be really old. We've been in this position a long time. We've had a lot of f","what I think it is, I think, well, that is a very difficult question. I'm not sure how we're going to get there, because it's really going to require ","I am doing well. I am not getting sick. I think that is a good thing. It's also important for me to find ways that I can be able to share what I know ","yeah, it's actually hard to believe. But, we're in the middle of a pandemic, right? So it's really important that we get our vaccine data right. And I","my favorite things to do is to walk through the woods. We've been walking through the woods, a lot. And I have a very strong affinity for being outsid","and I'm like, how do I... how do I get this... how do you get this done? Do you have to put out the initial offer? Like if I was a new business,","I had to work on the way I approach things. So, if I'm a leader, I need to be a servant leader. I have to lead by example. I have to put in the","And so, we've talked a bit about the difference between the data and the meaning, and this is a great distinction. It's important to keep in mind that","so what do you think, what do you see, what do we see about the world in terms of how we can use data to, to, to make things better or make things wor","you can see it in the face of your loved ones, people around you that you want to be there, you know, if they see the change, you know, in the face an","you know the first time I got pregnant with my son, we had to have a c-section, and I was going to the hospital, and I had no idea what to expect, and","it's not like we're just gonna have like one system of education that we're going to use. I don't know if you guys have read the articles but in the 9","I don't think they want to come back, you know, and I don't even think they're going to. Like I say, I'm still getting the emails about it, but you kn","I'm thinking about my work at my new company. My new company is, um, it's a great company. They have great products. It's an important company in the ","so it's like you're giving some sort of credit card that you're giving to this country, and if you don't pay your credit card bill, they're going to c","I've been thinking about you and your work a lot, actually. I've been thinking for the past couple years, since you started this, I've been really try","I guess it's hard to think of what kind of questions the agency might be asking... You know, they might be asking about what was going on during the i","my daughter who is in New York City. We had a lot of discussions about what is the best way to study and prepare for the upcoming exams and I think it","what do we need to know to be able to do a good job? There is a lot of, a lot of discussion going on about AI, about the idea of autonomous systems an","I am on a cruise ship and it's a beautiful day on the water and I'm looking down and I see the bridge of the ship and I'm on the deck and I see this o","I think I'm gonna be spending a lot of time this summer and fall working on a project I've been thinking about for a while, which is a 2D platformer g","so we did this little exercise in class where we had to come up with a way of doing a good job of protecting the planet and reducing emissions in our ","I was trying to think about something that was very important to me. I had a really good team that was working on something, and it was really interes","this is an exercise that we've done in the past. That's where I was writing the book about how we make decisions. This is a lot like that. The problem","the way we understand things, we don't have a linear process in our minds. We have lots of ideas, we have lots of hypotheses and we try to fit them to","the problem here is that there are a bunch of different kinds of people. So you have to work on having a process that is kind of more adaptable to dif","I see all the possible outcomes of this situation. But I do have to think about some things. There are things that I need to make sure that I take car","I've always been a little bit a skeptic, you know, about whether or not, you know, the natural selection kind of is as... as effective in the context ","And then the way that that's been changed over the last 20 years is, because of the internet. You know, before the internet, you had a lot of resource","[my] thoughts...I'm...thinking about the work I do at work and it's...it's a lot of work, but I'm also very very fortunate. I mean I work for","I'm thinking about my work here. I'm thinking that I'd like to do some research and write a thesis and make a presentation in a couple of years, so I'","so it's a big problem and so it's really big, and I mean, so I can't figure out how to do this, you know, what's the best way to do this.","so like if we were to use like an algorithm for like machine learning, like how would you approach like a problem where there is like a lot of informa","I wonder if it would be possible to do the same thing in a more structured way, to generate a list of possible explanations, a set of hypotheses about","okay, let's talk about this idea, what are the things that are important for this idea? Okay, let's say that we are building this idea. Let's say that","and the thing is I'm trying to figure out how to apply the concept of 'theories of change' to the work that I do. That is, how do we define, and how d","I'm sure the big data is just going to come to the table and say, hey, let's give it to you guys. If you guys have the big data and the technology and","so now I have this idea that I'm going to build a tool, and the tool's going to be this piece of code that can basically tell me, hey, here's the piec","[the] word that comes to my mind is 'wonder.' I wonder if I'm making a mistake in this analysis. I wonder if I've got this wrong. I wonder if it's","uh yeah, I I think one thing that I have I've thought a lot about in the past uh and I I'm a little bit of a skeptic about it and I think I'm definite","and so, it's all about the system. It's all about how you get the data. You have to look at the whole process. You have to, if I can say, if you","the first thing that comes up for me is this whole thing around the whole issue of AI and whether we can ever build systems that will be as good as a ","I'm not sure I can remember where I saw it or what the context was but I remember that when I first came to the University, when I first started looki","I have a hunch about this. This is going to be very difficult for people to believe. I have to have something to say here. So the best thing I can do,","[w]hen you think about your job, what is the first thing that comes to your mind? I have to make sure that I don't make the same mistake twice. If I l","there's a lot of data. The way to organize that is to make sure that it's going to be used correctly. So what we're going to have to do is make sure t","The study of human knowledge, as a whole, can be traced back to Aristotle, and even to Plato. ... We can consider the concept of human knowledge as th","it's like... you're a student and you're taking an exam in a very important subject that you don't know very much about and you've got two hours to do","a lot of it was just the mechanics of doing this, and I realized how many different things were going on that I didn't even know I was doing, even whe","I'm looking at a bunch of these [the questions of the survey] and it's like I'm really reading into the things I'm saying. I'm not sure. I can't even ","I'll see if I can get something about the project in there. So let's think about what we have and what we would like to be able to do with it. And we ","you can think of how you would do it if it was an online, AI-automated chatbot. What kind of a thing would you want to be able to say? The same kind o","And I was just thinking about the things that I would want to include in this, and it would probably be a few paragraphs, maybe a paragraph and a half","I mean, what the hell do you mean, what are the different types of memories, right? I mean, it's like, you know, for instance, if you're watching a mo","we need to find out the best way to run this stuff, and we need to find out what the best way of doing it is in order to actually, you know, we need t","okay, so I'm going to be here for a while. And so what do I want to do? I want to know how to use this tool. And I want to make sure that I","and this is the way that I am going to structure this. I think I have to break it down. I think I am going to do something a bit different. So this is","okay, so I think about what happens in this episode. It's pretty straightforward, but I think it's probably worth thinking through. So here we have so","I'm working on an algorithm for a system where there are multiple servers, and each server has a bunch of worker threads that can be dynamically creat","well, in a way, there's not much to say, you know, about the big picture of our life. I mean, we are really just part of a system that's sort of self","and the other one is a lot smaller, but you can have the same number of points in there, so I've actually had a lot of fun with these things where I'v","yeah, right. And we need to, I mean, we need to really think about where these things come from and what are the biases, right? And the idea that like","and that's how we can really do it. It's this. I know I'm working with people who are on the low end of this spectrum. It's a spectrum. It goes all th","so, so I think this is going to be a huge problem for the world. I think that if we really understand the things that people are doing, you know, I th","and then the only question would be whether or not they're actually getting good enough results, but I think it is the case. You know, there's a lot o","The other thing is the nature of the Internet as a medium. I don't know if you guys have watched this show called The Daily Show or The Colbert Report","what's happening at the end of the day with the way we do things and what people are doing. I mean, one of the things we've noticed with the changes i","I'm going to go for a bike ride. I'm going to take the bike. I'm thinking about the bike. You know what, I should actually have the bike. It's not som","I was thinking about what happened in the last episode where I thought that the boss of the project is looking at me and he is thinking that he will g","and I was thinking about this and I was actually trying to come up with a metaphor to describe how we sort of are on a journey to a new era of being a","I'm gonna talk to this kid who's really smart. And they're like, 'hey, this is a lot of this work, this is going to take a long time.' And I'm","yeah, the reason why it was so, it was so difficult for me to go to college the first year is because the first year I had the hardest time understand","it's something that I think that I'm going to start to do is just to do this every day because I've never thought about it before and I'm not sure tha","and what is the reason for the reasons for the reason, what is the actual reason for the reason for why did the company, what is a company and what is","and then there's this weird feeling that I have, like I have this weird feeling like the world is not a good place, you know, it's just not a good pla","we could talk about that, that is, the notion of consciousness and how it can be quantified in terms of a single number or in terms of multiple number","this is interesting. I see that if I have a square matrix A, I can find its singular values by constructing a new matrix AA transpose, and then findin","okay so the first question is that we are interested in the fundamental constants. We have the 22 fundamental constants, right? And one of the things ","the other thing is, I know that it's true. It's a philosophical question, but that's an interesting question: How much do we really know? It's an inte","I'm really interested in how the mind works, the neural basis of perception and cognition. That's actually what I'm doing for the next several years. ","I'm thinking about this whole thing and it's kind of a mind-blowing thing, but I think I've seen an argument in favor of this that's quite simple, and","I'm talking about the, like, the kind of thing where you have, like, if you've ever been in a situation, like a room that's not very large, and there ","yeah, you know, the idea that it's really a matter of how we present the data to ourselves and how we interpret the data to oneself, I mean, one thing","and I was wondering if I was getting better or if I'm actually getting worse. And so if I'm getting worse, I mean, if I'm a little bit worse, and my a","there's this one kind of thing that I can't really make up my mind on, which is, you know, the question of, how far is your sort of, the sort of, you","[my] ...[it's] ...[there's] ...[this] ...[is] ...[and] ...[that] ...[which] ...[my] ... [thought","so it's like a combination of the old, the new, the past, the present, the future, and it's also a combination of people and things. Like, there's lik","I mean I don't know. I guess it's going to be an experiment in the future, like a new thing that is going to happen, like a revolution. I mean you've ","and I wonder what was happening, like, what's the most interesting thing that was happening in the world of science, and just what is the most interes","it's really the case that that's the sort of thing that you know, it's not just, we can't, we can, we can prove that that's, that's, it's","that's a very important part of it because I think that if we were to imagine the situation where you have a couple of people who were involved in an ","[the] other one [the other] one of the [the] one of one of the ones that is a bit less of an extreme example would be the 100,00","I don't know what this is really about, and I've always wondered, if I was to be asked to have a child, what would I do? Because I don't really like c","and then my thinking is kind of like if you've been studying and you've been learning and you've kind of had a bunch of experiences and now you've got","and so yeah, and we've seen how people have been very much interested in the idea of artificial intelligence, and this idea of superintelligence and s","I think that what it does is it does make sense of a lot of things and then when I say you can think of a lot of different ways that you can think abo","and I can also look at some of the other ways that you could have used it, and the more you do that, the more you kind of start to see that well, this","oh, I'll have to make a change. So the main change that I'm gonna make is that I'm going to try and do less work on myself and more work on the world,","I was going to talk about this whole idea of... because I was looking at the history of the development of this... and we talk about the development o","what I thought about yesterday... [a lot of mumbled mumbo-jumbo that I'm not going to try to make sense of or even quote here] ...but that was not a g","I think of people that are a lot like me. The problem is, though, that it's not just a question of, like, the way you were brought up. It's like the w","I am not very good at this, but I try to think of a story that I would tell that would have some value. It may be a little boring, but that is OK. It'","I think you know, you have this idea, you have a problem with the problem and you're like, oh, well, I think maybe there's a solution here, and I thin","and we're in a way that's an inverse of the sort of social network approach that you know like Facebook has that you sort of curate your own little gr","I have an idea. Maybe I should change the code here. Let's see, the code is basically just, well, the way it's structured is a little bit awkward. It'","Oh, I'd like to go and talk to the professor, about this. I guess I'd be talking about something to do with this particular topic. I've been reading a","And I was talking about, you know, like the relationship between the past and the present and the future, like, in terms of the world in terms of hist","so if you look at the data, right, it's it's more than half of the world's population, right, is on some sort of digital device and they're they're th","and so one of the questions that I've been interested in, is how we can help people to make decisions about the things that they do and the choices th","and so I think the first thing you'd have to do is you'd have to start off with, say, a bunch of different random sets of people, so that you wouldn't","I've been thinking about, for example, the idea of the concept of the law, what the law is. So the law is the sum total of laws that exist in the curr","I mean, and there is, we can't go on like this. You know, in 1985 there was a big study done in the UK where they compared the two groups of","that is not something that is a universal truth in the world of physics, you know? But if you think about it, if you think, say, about the physics of ","... so, I was thinking about how my son has recently returned from Iraq. And I thought, that's interesting, that's an interesting idea, because I'm no","I wonder, could I get some sort of benefit, like if I did some sort of study where you, you know, you have a control group, you have a group where you","so they said, you know, they said it's about the structure of the brain and we had some prior knowledge that this is a pretty important brain area for","and a lot of them are going to be written on the board. And this is what we're doing. I'm going to be here and I'm going to sit on the stage and you g","and so I think I have some idea how that would work. If I had to do that in my lab, I would probably have a number of small clusters. And I would just","I've been thinking about the brain, and how does the brain learn, and how is it that we learn the ability to learn, so we're able to learn different t","this is a problem in quantum mechanics, because the fact that the observer affects the system is a real problem. It's a very real problem. You can't j","if I had to describe what a black hole looks like, I would say that the light is really bright, so you can see that it's very black. If you think abou","This is a weird state of mind, but a fascinating one. I see myself in a room. In the room, I see a small table with a lamp. I can see the lamp, but","I see the surface of the planet, the surface of a planet, of a planet...I see a very old planet, with a very old sun. This is the surface. This is a v","if you think you've seen the same image, you can't. You can only say that it's very similar to an image you saw before, or you see it as a change of t","the other side of the moon is black, so what about this one side? Is it black or is it white, or what? Oh, this is a weird thing to say. Let me think","and I remember when we were trying to study a system to find out about how the universe was created and how the big bang happened, and we came across ","there was a paper about the fact that we're still doing this kind of thinking, even though we have technology, because the brain is still in a way is ","the first time that the notion of a continuum came up was when we were looking at the relationship between quantum gravity and string theory. That was","then there's the thing called quantum gravity, and the fact that there's some stuff going on at the level of quantum gravity, that is not just a quant","we could, in a sense, say that we are a part of the universe in this sense of 'we' is a metaphorical expression. The 'we' are, as it were, an","I'm thinking about a dream I had the other night. I was in a room with a big sheet of glass, which I believe was part of some sort of telescope. And o","a small, light, white object moving around. This is a sort of thought. There's a ball that's moving around. It's a small object, and there's a larger,","and then that's the other thing. You know, it's just really interesting that there's no single theory that can explain how consciousness comes to be. ","okay, so now I can do this as a thought experiment, you see, I can just imagine this in the brain, that I can get a kind of an effect of this, you kno","this is an interesting situation, you know, because the first one was about this. Now we are looking at what happens when you're not looking. We're tr","I'm still thinking about this image here that I'm making as a thought image. It's a bit of a thought experiment that I'm conducting, and I'm trying to","and then I have these little ideas... [01:25] ...this idea of the circle and the circle... [02:18] ...I've always been fascinated by this","And I'm looking at this... the history of the Earth. Okay. This is the history of life. Here's the history of Earth. And I'm thinking about this idea,","and I can imagine a time when this will be useful, like in the future, because what we're going to do is, we're going to take a little bit of a bite o","30, 30 days of the year and the next one is going to be 14, so there is this pattern here, which is 29, 30 and","I was just thinking that you can take any given thing, you can take a string of numbers, a string of characters, and you can say that that is a bit. S","and then I will have to go back and fix the problem, because now the problem is a lot larger than the problem that we originally thought about in the ","a whole new field, I suppose. I don't think there's an existing field for that, and I don't know if I would want to name it. I mean, it's kind of","so in some ways, what you're saying is that when I think of my family, my family is not necessarily a unit in a sense that I have a family in the sens","I know that the key here is that I need to come up with a good way to write the function in the first place, so that I have a good idea of what to do ","and a bit of the power of this thing is that you can imagine things you would like to have, you can imagine solutions to problems that you are working","and it's got to do with, I think, with the fact that we have to move, that the universe has to be in motion in order to be in existence, and then it's","that's what I mean when I say the world is a computer. Because what you see and what you do is what the program is. And the only thing that's importan","now I know the name of the equation that describes the problem of the spinning top. It's called the Euler angle, and it's a first order equation with ","[S]o this is a pattern where if you have a fixed pattern then if you have an extra dimension you can think about how that would fit in. Then you could","The second thing we could do would be to do this as a graph, and the first thing we could say is that we can always have a set of x and y, so if we ha","and then we need to take an integral with respect to x to solve this. So it's just x times log of x minus the integral of log of x, and the derivative","and 16, you know, and 2001, I think 16. The question is how to do that. In 2010 we'll probably have a","and then, you know, I mean, you're going to be paying interest on interest, so that's going to get bigger and bigger over time. But on the other hand,","I was thinking of what to write down next, so that's why I'm writing down the rest of the notes that I was making on my laptop. So, what I was going t","and I mean to say, if the computer is a powerful, supercomputers, then the number of operations is really large, and that's going to take a lot of tim","Oh, I don't know what the point of that was, but it's interesting. Well, I want to work on an exercise I did the other day. The question was, 'Given t","the 1602 number, and that's the one that's used in the... in the... the book and in the paper... and that's... that's the same number that's","I think that the idea of an objective model is that if you know what the model is and how to apply it, then you can make inferences about a system. It","and the first question was: can you solve this problem? And I said yes. And I said that I don't know if it can be solved. Well, actually, there is som","the thing is, it's all relative, right? So, if I'm using the formula that I'm using right now, which is one divided by two, I'm not going to get any","well, I'm not sure what to do. If I had to start from scratch, I'd try something that's in my head now. So, I'm going to use this, as I","and so on, and then you do this, and then you make a list of the ways of making that happen, and you pick the best ones, and you do those, and you the","and a number of these, I guess, I have a number of them, so that I have to say, yes, it's important to have those numbers and, I guess the first, and","I'm at home, I'm sitting down here, and I'm having a discussion with my wife. I'm having a little conversation with my wife about some of the things t","and the only way you can get a handle on it is by thinking in the language and looking at the data. And if I understand that correctly, you're thinkin","I just want to get this. I don't know how to get this, so let's say we have a square here. And it has a diagonal and we want to know how long is the","the two parts of the system, one can say, one can consider as the input and output system, and the one between the two, the middle part, you know, the","yeah, and this is sort of an interesting thing. There's some sort of... you know, that's why you say... there's some sort of a general... like, the wa","the number of the atoms that make up a particular molecule, the number of hydrogen atoms, oxygen atoms, carbon atoms, etc., etc., that make up the mol","I wonder why we are so limited by the size of our brain and how that size correlates to intelligence. ...I don't know. ...I think the brain size is co","And you know, we have a lot of very good reasons to think that the earth is actually flat, because gravity, and because the forces that are responsibl","I was at a wedding the other day, and there were some guys at this wedding, and they were just talking about, like, the people's health insurance, and","[I]n [my] current study, I've been studying a particular class of particles in particle physics called 'Weyl fermions'. I'm trying to figure out what ","we were going to talk about the role of the word 'you', in mathematics, and in the mathematical universe, and it turned out that it was a very interes","it's all about the new kind of thinking. There are things that we can think about, and we can do a lot of work with these kinds of thoughts. But it's ","okay, so let's take the model of a circle. And a circle is, I think, a fairly good model of a sphere in the way that we can't get too close to the sur","that is a little bit of a surprise. But then there was the whole other side of that where I am trying to think of the process of this. And one of the ","and so when I'm looking at the number of the faces here, the first thing that comes to mind is the number of faces of the same numbers as this, and th","4 times. The last 4 times are 64. So this is an exponent that we are looking at. But it's 4 to the 64, that's the number","I'm thinking about, I don't know, if the world is finite or infinite. I've got a thought that it is finite, I'm not sure, and that we don't live on","I was just thinking, when you put the formula down, there's a certain amount of math involved, that you have to know exactly what your numbers are, th","the Earth is in the Sun. Okay, I'm just going to say that. So if you just say Earth is in the sun, that's not a very good idea. I mean, that","And I was looking at it and I'm thinking, you know, maybe they'll just be like, well, there's this number of things that I can do in one second and I ","that's why when you go into an inductive study, you get a whole lot of false positives. You can prove a hypothesis. You can't disprove it, right? It's","and so this is, this is, there's a few things we've done. And there's a bunch of things we haven't done yet. So that's the first thing we'll do is","and then you do this, and then you take this and put it here, and then all of a sudden, you realize that you can see the problem of this, you realize ","the equation for the force is m times a, which is equal to the mass times the acceleration, right? And then in the case of the car, this is 9000 kilog","The next one was, you have to put it back, and you put it back in the box, so the box can't get full. So, and I thought that's what this was,","I'll be in New York for four days. So I'll be back here Friday afternoon. That's probably a good time for me to go home for the night. I'll be going t","so, for instance, my work for the next month or two will be to go back through the code and make sure that we have not lost any functionality in the c","and then the whole thing is a single atom, so when you're like, you're building this atom, you're not building that atom, you build the whole thing at","And then it's going to be, in my mind, there's going to be a point in my mind where you're like, 'Okay, I can see I've been using the wrong machine","and then he's like, you know, he says like, I was trying to help this, you know like, he says, I was like, you know you, I was able to do","I've been doing this. I'm just talking. So, I have this image of a water tank. So, imagine I've got a tank of water. And so, if I can just","so the whole idea of having the code, the code and the encryption, right? That's what makes it an encryption. And then having the encryption in there ","I just thought that you should be a good citizen. It's like, I'm really looking forward to this day. And I know I have a lot to do to prepare, and I k","so that would be the most effective way of doing this. And that's... that's going to take a while, because the problem is, if you want to, like, if yo","the way the earth rotates. And so we can measure the difference between the actual length of a meter and the actual length, the distance, of a second ","123, 124, 144, 252. Well, I've got 251. I'm a bit lost, I think. I","it's just like if you're in a dark room and you have a bunch of switches that you're flipping on and off, and you want to know which of them is on or ","and I remember how this thing about the things in the picture that the children are making. I remember what the children are doing and the things in t","I think I could make a bit of progress if I had a bigger camera. But it's going to be quite difficult because it's not a trivial task to go to the cam","the only one left is the one with the same name of the previous one, and I wonder if the name of the next one will be the same again, if it is a patte","I'm not sure if this is a good idea, I'm not sure where to put this. I was wondering if I should add a layer of complexity to this. I'm not quite sure","then you have a number, you can define the number. You have the number of the people you need. And you have a value that is going to be the total time","And, also, they're using different types of things, and we have to work with them as we need to work. It's, yeah, but, yeah. The, they have a lot","but then I would have to make sure that my mind doesn't get into an infinite loop, which I think it might. And then I could potentially see an infinit","is this a good number? is this a random number, so that is, is there no reason why they are using a specific number of points to compare to? And I kno","so, I'm just sitting here and thinking about the weather. We got a lot of snow this past week, which was unusual, I think. I don't know, maybe it's ju","65981 00:21:53.030 --> 00:22:14.120 The sum of all the series of","oh, well, that's interesting. So the hypothesis is that the power of the brain is constant. So if you think that you can measure it at all, if you thi","right? Okay, let me put that as a hypothesis. If you put two large squares of a grid, two large squares that are adjacent, and the corners of these la","so you're looking at the average of 451.775041199059316953300162085","... ... ... ... And what is it? You have an example of an image, of an image. Let's say that you have this image here. This is not the example. It's n","[00:08] OK, what's the value of the current in a simple circuit with a current source, a battery and a resistor? And a capacitor and an inductor? And","58.33... 149.16... 351.75... 773.25... 1707.19...","and then we got back to the ground. And it's interesting, you know, it's a kind of thing, that kind of thing with a computer. It's interesting, becaus","and, you know, a lot of other things, but, it's the one that I'm most interested in, in a practical sense, is, you know how we have, like, the","oh and actually I think I could add, I'm not sure how it would impact the answer. It seems like the answer would be a function of both the size of the","right now the brain has a very, very, very well developed visual system, but it doesn't have a good sense of 3d, a good sense. It's very good at being","and it was interesting to me, it seems that the pattern is different, it's different on the left, and the pattern is on the right, and the patterns on","and so we would have two numbers on the graph, which we would look at, and it would tell us something. And then there's this idea that if the universe","this is the main problem for me. We're always going to have this problem. But you know what's also interesting? The thing that was most surprising for","and so we had to put the [car] up on blocks, and so the whole [car] is in the air and then we just basically apply the force in the horizontal plane a","the only way to fix it is to make it so that when you use it, it does what you want it to do, so you just use it, and you don't have to think about","you have the little birdies, right? and you just, it's a little bit of a challenge to, to figure out, you know, what, what it is that, that makes that","we know that for a while we're just going to be just going to just be here, we'll just be here and we're going to be on Earth. We're just going to sta","this is this is this would be a nice thing to be able to have like, a computer program that like, just, so you can like, just input the, like, the wor","it is about the next person to me and it's also about my children who are also being affected by these policies so it's also important to think about ","[t]hat's why we don't need to have any of these laws, right? because if there are any laws, the people that are going to make those laws are the ones ","And you know, you're just not gonna let the world change. And then they'll be more and more of those people and then you just got like a giant super-d","[a] little more about the 5G. I was just wondering a few days ago what's going on with 5G, what are they doing and what's the cost of building.","the more that I think about it, the more that it's just the whole of the social, cultural, political, economic systems, as well as the various actors ","oh, there are a lot of things in here, right? ... [I]f I, if I have a feeling that something is going to go wrong, I just sort of get nervous in","and I think that, you know, some of the things that, you know, the other, you know the other things that make some people believe, you know, that thei","uh I can see what you're saying but if the data is incorrect then why do you get to use it. Like the idea that you know that's the most efficient way ","I'm not sure that's the only answer. It's a two-edged sword. On the one hand, it is true that you have more resources at your disposal. On the other h","and if it was a bank robbery, there could be no way to know that. Or even if there was some way to know it, it could be a false positive or a false ne","this is how a lot of people are thinking. We've had a lot of successes but we're not at the point where we can have the impact that we could have. Bec","And I think that maybe I'm a little bit paranoid. I'm probably paranoid about people talking about me behind my back. And I don't know if this is some","and I think I need to... I need to keep this, these words in my head, to just think about them. Like I said before, they're actually coming in from al","and there were some sort of things like that that we had in the early days where people who would go up on these sort of platforms and tell you things","It's not about what the AI can do. It's about what the world can do with the AI that it can't do without it. There's a difference between the capabili","my model is like a daisy, that is it's got the base of the stem, which is the brain and it's got all these things that are connected to it, all these ","a bit about the problem with AI in general. This is, the fact is that there's a fundamental problem that AI is, there's two ways to approach it, eithe","okay, so, I think that the other things are just kind of a distraction. The big thing for me, I mean I guess if I think about how to be more successfu","And I realized that if I could just do this, and I'm really, really good at it, you know. I'm really really good at, at doing these things, but I'm no","[in] the case of something like this. This is a simple thing to do. We just go out and get something like a data structure that is a good hash table, ","And then it's like I just try to make the most money that I can make. And it's like if you have a house and it's 300,000 dollars and","we've got to stop doing that. And you've got to go to the source of the problem, you've got to say, well what's the underlying issue here? What are we","yeah, so uh, i mean, if you want to uh, make a case for that, you might look at the fact that there are a lot of these companies that are all being cr","and the reason for that is that I can't find that because my, the people that I'm in touch with on that, on that company have no idea what it's going ","and what was happening to the people that were in the experiment? Because if they were not meeting the criteria, they were not getting paid, so there ","So, there's all these different people that you have to take care of. There's my husband, I have to make sure that he has a job and that his health in","what do you think about that? Okay, I'm not really a fan of that, and you can't really do anything to really stop it from happening. We have a few opt","uh-huh well I don't really know how I would do it. I could see it maybe making a little bit more money if I had a couple of people on the staff that h","it's not like I'm a drug dealer, I can't say, 'oh, I got a hit today' I could say, 'well, I've had a really bad day. I","I want to be a teacher, that's where I want to go. I don't want to do engineering. I want to do teaching. That's what I'm going to do, that's","and then you have to get your stuff ready to get into the car and go to the gym and get your work done and that's when it's really important to have a","[We] need to think about that, I think. Okay, so you know, I'm trying to think about what we can do as a community, right? And, I mean, so","what I'm going to be thinking about is my upcoming trip, right? My upcoming trip is going to be to go up to Seattle. It's the summer of '93. It's my","uh-huh. Yeah, I got a question for you too. So, what you doing for next summer? Like I said, I'm not going to be here. So, so I'm","the first one was to be a sort of a...a...a...what is the word that we use?...what is that?...we use that to...to describe...that's the","I think we've got a little bit of a problem, that the industry has been shifting away from this sort of, uh, technology that we've been using and focu","there's a little bit of a problem with the -- with the -- I guess we're supposed to get this software up and running. We're not getting it up and runn","oh, it's not what I would say in the article, but it's sort of the same thing, basically. Um, it's really good for people to do is it's really hard fo","I know, there's a lot of things I can do, but I have to get my head around what I can do and what's worth doing. And then I've got to get my hands","I was on my way down to see my father. He has an important meeting. It's an important meeting for a client and I want to be there. It's about an order","so I'm going to, I guess, I guess the, uh, the next step is to, uh, you know, I'd like to do some more of the, uh...I mean","that the project that you guys are doing with me and this, is not really like this, is really not like this at all, and I want to make sure that I'm n","well, I would say that this is a case of a failure to build a bridge between the two different parties. I have a lot of people who have been working o","I'll go on. There's a couple of things I'll point out. First off, there is a strong case in the scientific literature for the view that, in general, w","And I had the idea of getting together, with the research of a particular person or group, and making a new approach to the research, which could be, ","so, my hypothesis, so, the hypothesis would be that we need to make sure that the social environment and the social support that is available to us, t","a lot of my writing was always very much a very conscious attempt to explore the psychological and philosophical themes of quantum mechanics and relat","I think it's like a circle of feedback that we all have and that we can use to either change our own behaviours and we have the ability to do it in a ","we're going to do the same thing, but we're going to use the same number of trials to make sure that we have a complete understanding of what happened","and then you think that's it's all about that the, the value of that particular investment is about what's the price you're willing to pay and then yo","that's kind of how it was. Like when you have a problem, you can kind of think it out and try and solve the problem in your head. And then you'll have","well, we've already discussed this before, so it was a bit of a review session for me, but yeah. This was, the problem of the day that we've been deal","And this is where I was like, okay, so we've got the problem that we want to solve, but we've got to go through the process of solving it. And so that","I know, I just wanted to say that. I don't have a lot of time for this. I feel like a lot of the time, when I have to, I have to go into","I think that one of the reasons why, if I remember correctly, they have a low credit rating is because they have a lot of debt, and it is hard to pay ","and then I will send you some videos that will give you a sense of what you would do in a situation that is a lot less severe. For example, I would sa","I am a human being with certain skills. I have the ability to make choices, to evaluate and to take action. I have to be careful to evaluate what I am","[it] is about the interaction between the different parts of the brain. I think I remember that I have studied this a bit with Dr. Pansy [not his real","it's actually an issue with the first machine that we've tested in the first test. So, we can't really solve the issue here. What's interesting, thoug","so we just started on a lot of projects that were coming in. There's a lot of that stuff that has been put out there for a lot of years now, and now w","yeah, so I was like, I was like okay. So, uh, yeah, so it's a little bit different. I have to sort of get used to, and I'm thinking,","And the way in which I would really want to look at the system, and then in my view of a system, I think that's very important is that the system itse","I'm thinking about a conversation that we had yesterday at the workshop, when I was explaining my experience to the workshop, and I noticed a couple o","and so I think about this and I think about my daughter's birthday, which is on the 1st of March. I was thinking about my daughter and my daughter's b","and I had to go to the bathroom again, and so I was in a bit of a panic about the timing. I'm not a morning person. I don't like being woken up early","okay, I think we should take this a step back. I mean we're now looking at this, I mean the big picture is that we want to support more companies in t","and we're also seeing an increase in the number of new players and also the number of players who are re-entering the market after some kind of a hiat","the problem of course, is that a lot of the work that's being done in machine learning and things like that, is actually being done with, you know, a ","and I don't know how they will do with the, uh, the the, the the the the, uh the the the data, that the data is, uh, that, that the,","and then of course the next step is we've done the 800,000, then we move on to the next 800k, right? So we have to","I know it's very hard. It's very hard to get the numbers right, because we're trying to do something in real time, but it's hard to get them right, so","I mean, so I have two computers, I have an Apple computer and an old PC, and I use both. It's not a problem. It's the software that I use. So,"],["and I think it was in the middle of that, I guess, that I started to think, how would I be, say, if I was a kid again, if I were just like a","that's a good thing. It is the best way, you know, if you're not just to let the things that come come. And it's not that I can't, I just don","I was working on the theory of mind. I was having problems with the theory of mind, which is the idea of trying to figure out what someone else is thi","so I know, that's what I think. What's the opposite of that? So, what's the opposite? I think, you know, if I knew what it was, it would be","and I'm thinking about that, I think, why should I want to go to school, why would I want to be at school, if it's so hard, I mean, like, if","I think I have to stop. This is where I have to stop, but I can't. It's like I can't stop, but there's a limit. I know I've reached the","And I can remember my parents' wedding, you know, I can see the whole thing, but I can't remember if there's anything that they did to the room or not","and so I have a friend. He lives in Oregon and he's a wonderful man. He's got a wife and four children and he's the one that introduced me to the Bibl","And the same kind of things are happening. It's just that it's happening in the background. It's like...It's like the way things are going...and the w","So I have some free time and I can't make any appointments yet, I'm going to call the hospital and see what's happening. I'm a little worried about my","so there was this woman and she had a little kid and she was worried about the little kid and then I was like, 'Okay, that's not going to happen. That","[My] favorite book at this point in time is by a man who has been writing a lot about quantum physics and philosophy. It's called Quantum Reality by N","I have a really bad cold right now, and I was thinking I'll try to get in and out of this interview without getting sick because I can't do a whole lo","I had a vision, and it was all in the middle of the night. I had this vision of what a world would look like if we had no more money, and the world wo","it's the middle of the night and I'm in a big hotel room and I've got the front page of the Times spread across my lap, and I'm looking at the headlin","The first thing that I have noticed is that when I'm going to sleep I'm not going to sleep very easily, not going to be able to sleep at night and the","the first thing I'm thinking of right now is that I'm going to have to do something tomorrow, but I don't have enough information to do it. So I'm goi","that I am trying to understand that, and it seems to be that the brain is a network of inter-connected neurons and they all get wired together to work","[thought on the current study topic, which I will call 'the concept of 'a person'] a person is an instance of the class of people. It's an instantiati","it's like the human brain is constantly engaged in the construction of models of the world, and one of the ways in which we do that is we're constantl","yeah I'd like to know why it's always like that. I mean, I'm sure there's a good reason, but I don't know what it is. Why does this happen? When","the thing that I'm most afraid of is that the next time I see the same person, I'm going to say something that's not true. That's the problem that I'm","and so we're thinking about the way that the body is being changed, or the brain is being changed. So when we say that we're studying the brain in the","we're using the same system as before, which is to say, if I'm writing, I'm looking at what I'm writing in order to give it context and to understand ","you can think of all sorts of different things that you can do with an equation. For example, you can think about the relationship between two variabl","so, uh, the 3D printers can, uh, make... so, 3D printers, um, can be made with the ability to print any sort of shape, but, um","I'm a little bit worried that the paper's going to be, I don't know, I'm thinking of this in a sort of a logical way. There's a paper that was submitt","I wonder, do you know if this is related to this? That the language is going to be different for a while, until we have to write in the new language, ","there are a lot of different ways to talk about these. And I'm sure that a lot of these ideas can be unified, but I don't see a unified framework for ","and I'm not a great writer of prose. So I do a lot of these things by writing the code. I'll have a bunch of classes and things and I will write out a","the next one was about the time between the first and the second... it was about the evolution of the mind itself, you know, as time progresses. That ","I remember a lecture I took in college where I was talking to a professor in the department who had a graduate degree in history and then he took a Ph","I think, I wonder if there is a good reason to believe, or a good reason, a good reason why people with the same genotype, or a genotype, for a partic","now, and what I've been trying to do for a long time is I want to actually teach my children the logic and the thinking processes. So I've actually do","and I think it's one of the things that people that do work with very young children, say that the first six, eight years are critical for a child's c","the only way I can get my mind to do it, to work, is to go back to a lot of my old school notebooks and get the old notes. That's where a lot of this","I was in a small company in the early eighties, and I was involved in some kind of management consulting project with some small companies in the city","It is not a good thing to do, but the solution is to work harder. I just got a letter from a student who is in the department that's starting an inter","I don't know how to do it. I just want to get started, and I think a lot of this is just me learning about it, just learning what works for me and wha","I wonder if there are people who think this way, and how much they are aware of it. I'm aware of it to some extent because I'm thinking about what I t","the last thing is the last thing, and it is a story of a little child who has a particular kind of autism who is diagnosed with it, who then is sent i","I'm going to get a couple of books in a store and I'm going to bring them in and I'm just going to try to help the people there help the people. That'","I have a couple of students who are not doing well, and so I'm going to have to take them aside and make a decision, and I think they'll be relieved w","And we're going to do something about the problem with the community college. And that is that students are coming in and not having any idea what the","and we do not know whether he would have ever gone in. We have had a great deal of difficulty in trying to find the students that are willing to parti","I'm having a great time today, I'm working on my second book, a very long book and I'm having a lot of fun with it, and I think it'll be good. I","The very first thing that I thought when I was reading the questions was: 'There are so many of them. They're not just simple things like, 'I have a q","So it's a mixture. I think I'd like to be a full-time researcher, and I don't know. It's not that I'd like it or not. I just don't know","it's like, you know, you're just like, you've got your hand on the switch, and then you have to say, is this something that I'm gonna want to go into?","there are three reasons you might think that is a good reason to have an argument is because it helps you become a better decision maker and then you ","I think that in the past I've probably been a lot more aware of this sort of, I don't know, maybe there's some other term. But I would say I am more a","the reason is, there's not a lot of evidence to support it in the first place. It's not a very robust claim. ... The reason I'm interested in this is,","I've been thinking about the past week and what I've been doing here, what I've done for this study. It's been very difficult, because it's not just a","It's pretty easy to make some money on a stock, but what do you do with it? I mean, you can just put it in a bank and it won't be as good as stocks","that's the one, yeah, that's the thing you need to do. And that's how you would go about that. And that would be a, and that would be the way to do","uh, I'll I think that's pretty good, it's good to see the US doing well and the rest of the world is falling behind, but what I'm going to say is that","uh ... my my ... my my daughter is 20 now. She's in a good job, I think, she works for the Navy. I think she works for them on the Navy's","So, there's a lot of things that I don't have that I can't buy for the same price that I can get in the U.S. And I think it's because of the low","I don't really know what kind of things are going to come up. But one thing that's always been a huge problem in this world, or in my world, is the re","so I've been working on that thing. And I had a question about that thing, and I just want to make sure it was. But it was about a, you know, like the","I guess when people hear that you're an engineer, they think, 'Oh, you have a lot of responsibility'. But if you have a bad year in your engineering, ","the people in the room, they're not, they're really not that great. They don't know anything. They don't have the skills. And the only ones who actual","So, I think that, you know, it is really a good time to do this, and you know, you know we were kind of fortunate in that we could have started this p","I was sitting on a couch on an airplane on a business trip to San Francisco. It's been a couple days since my trip. I don't remember that much of the ","um-hum. That's what I heard, yeah. Yeah, I just I I I just I think that was a really good show. I I don't really know about the other episodes,","I'll be having a birthday party next week, so I'll be going out of town for that. I haven't seen my dad in a while. It's been awhile since I went to s","it's interesting, when I go to my parents, I've got to get their car, because the car, the car that I got at the end of August, because my dad had to ","It's been a while since we've had a party, but it was good to be here. It was good to catch up with some friends. So I'm actually working on this in t","my brother's wedding last weekend. We're in the process of moving my mother's house in the next few days. It's the last house we own. So that's going ","I'm still not sure what this is going to be, but I don't think it's going to be a series of small projects or a bunch of small things that I'll get to","I can't tell you what I have to do, because the way the industry is working, that's just not something that is going to be possible. ... The biggest i","I have a weird kind of depression, I don't know, I don't see myself as depressed because I'm not suicidal. I'm not on any meds, I'm not in therapy, an","we've got a problem with the hospitalization, because I think that's like, I mean, we've had a couple of patients and some people are, you know, just ","a lot of this stuff is going to go away. I've been a little bit more focused on the process of helping my own mental health and making sure that my ow","I'm gonna take care of some things. I don't know, I got a lot of stuff going on. I'm doing my taxes, so I'm going to take care of all of the","And I'm gonna start with my first session. And then I'm gonna have a session at work with some other people there and then I'm going to do some of my ","and that's not good. I was like, I'm just gonna get in and work and get through the day and then work on that, and then maybe work on that on the week","So I've been having trouble with my job because they haven't hired anyone since I've been there. I just don't know. And, I have a friend who's a finan","my life, you know, I'm in this... I'm in the last month of my... I'm on maternity leave, but I'm still working... I'm going to do a lot of","I don't know why the school board doesn't like us. They like us. We're not bad. We don't get our own budget. We don't even have our own budget yet.","you know, it's very frustrating, and I'm trying to get it done. I mean, I've got so much work. You know, it looks like it's all in a bunch.","I'm thinking about the house, I'm thinking about my dog, he's a little over a year old. He's a big, beautiful dog. We bought him from the pound and he","my dog's getting her own dog. So I'm just gonna have to start thinking about that. My dog is getting a dog. So we have to start looking at that. I hav","okay, so I just thought about something... you know... when you get... you get older... I just thought of, like, old people, and the, you know, like t","and we're just like we're in this life cycle and we've got to work to get to the next life cycle... you know so that's we're trying to do... and... an","yeah, that's one thing I think, you know, is one thing I know that's been really interesting is just talking to a lot of different people, you know. T","so I've been thinking about you know, I think this is my third or fourth time to go through this, right? And I'm not sure if I've been able to see the","I wonder how many years it's been since we last saw the moon... since we've even seen the moon. I mean it's like it's been decades since we've been up","so there's all these companies that have been founded because the idea of blockchain came out and there's like thousands and thousands and thousands o","and then, of course, all of these people that we know on Twitter and Facebook are like, 'I'm like, 'well, okay, well, that's interesting, you know, ma","it's funny, it's like, it's interesting that this is like this is, this is, it's this is, what is this? So what I'm really trying to do is like","[laughs] So that's why they have the first half hour and then they have this half hour at the end where they actually write down their thoughts. So, t","And I was thinking about a client of mine that I had, that had a major issue where he had a lot of clients, he had a group of clients. He had a bunch ","and they're going to make us all get in line and line us up like animals and we're going to be working on the farm, and then we're going to go to the ","a lot of that data is what they want to know. So we're all the way down to the level that they really want to know and they're just starting to figure","I'm gonna have to buy a new phone for my kids because this one's been really old for a while and they have had the old iPhone, and there's only two wa","I'm getting really bored here. You know, we're sitting here watching this video about this person, and it's kind of, I'm just kind of bored here, you ","I'm like, we're gonna, we're like, we might be able to get into the school that we want, but it's going to be like, it's not really the thing you","and we were like, oh, you know, it's funny how all of the data is right there, it's like all of our data is right here. Like, it's it's kind","I've had a little bit of a rough week here at the lab, just in general, but I've been working on some projects. I've been trying to learn more about d","I was trying to think of some words, some other things that might be related, and then I realized that I was already thinking about this problem that ","I'm thinking about my favorite places in the US, which I've never been to. So, I'm thinking of places that are very far away from where I live right n","So I'm going to be looking at that in detail tomorrow morning, I'm going out to see the state of the art on that, I'm trying to get a feeling for how ","so I'm going to read this and try to sort through the key points and the main arguments in the paper, and see if there are any things I can see, which","so this is like a list of things we've done and like, this is like our current list, and the list of things that we're working on right now. So it's l","okay. So. Let's say that I've got a very long project, right? I mean, something that has a lot of different sub projects. And maybe there's some overl","the last two years have been very difficult for me, and that was because we were working on a very difficult project and that's why I started to feel ","the third law of thermodynamics. There was something that was always missing from it. That it's about the whole system, and how does that relate to th","And I realized that we are actually in some kind of a physical reality, we can't change our reality. So, we can only do what we want to do, which is t","there's a lot of stuff in our brains that's just like a bunch of little nodes, and there's a bunch of connections between them. It's a little more com","so I'm trying to figure out how to think about this, and I'm not sure I know exactly what I'm thinking about, but it's something about being a writer ","and then we'll have to do a lot of things to get everything into order. So that's kind of a big picture view of what I think I'll end up doing in a ye","I know, the other day, I was thinking that maybe if I got up, I could write it down, maybe some of those ideas, just like if I want to write a story, ","And then I had to figure out what I wanted to do with it, and I ended up doing the same thing with this stuff where I'm like, what's the main thing I ","I think there's a lot of, I don't know, I was thinking about the importance of being able to communicate, being able to share information in a way tha","and, that is, yeah, I do think I can work on that, though I think the difficulty might be that, you know, I need to do it in a way where it doesn't","and then we see what kind of a world you're going to need to live in. And it seems like the only way you can build a world that's more intelligent tha","I was thinking about...I mean, I have this, I have a feeling about how to do this, but I've never thought about it in terms of actually implementing i","The idea that it could be possible to take a really large scale, like the universe, and actually do some math on it and get meaningful results. If you","it's like the sound of a lot of things that you know, and that you think about, and you have in your head. So that's kind of like the sound that we he","so you are doing 360 degrees of rotation. And the axis of rotation is what you are looking at. So the axis of rotation for this is the vertical axis. ","I'm thinking about what you said, you know, I was thinking that you said, 'I'm gonna be really happy when I get that promotion.' And I was like, 'Okay","And then it's like, then you need to have the, then you, then you can go on, you can go to the, the next, the next place you want to go to.","I'm going to write about this. Okay, so I've got a really good idea. So let's try this out. So let's say you're a very good artist. Let's say","and the other is like that, that's like the other one is a, you know, when I think about that I think it's a 120,000 square foot building","I can see how that might be, and maybe the most likely, most likely thing is that, it's going to be a big, uh, big, big event that, that I, I","I've been thinking that there is a bit of a divide between the actual experiences and then how we talk about those experiences. If you think about for","I'm sitting on the couch, it's warm and comfortable, and I'm typing and I'm doing a bunch of stuff and I'm writing a paper on, you know, the effects o","and I've got my daughter is 11 years old now. So, we've got a lot of fun things that I do. I know a lot of people like to do what I do","a lot of things go through my head. And the one thing I notice is I can't think of things in the present tense, or if I try to, I have to go back to t","And what I'm gonna do is I'm gonna use this time that I have to practice what it's like to have this disease. And so I'm gonna start practicing it. So","uh, I think that there was something about uh I don't know, I think it's something that was very, you know, very much I guess like, I don't remember l","we're going to talk about the internet, about the internet as a concept, and it's going to be the first thing that pops up is a lot of the discussion ","this is kind of weird... I feel like I'm listening to some sort of weird story... it's like I'm just doing this... it's weird... like... yeah... and t","the thing with the chat is that the other person you have to have, I don't think anyone is actually watching the chat right now, but I don't want to m","I think we can model that the idea of this whole thing is like, we're gonna take a big block of metal and we're gonna cut it up and then we're gonna b","but you know, I just had a weird thought. So I have to be careful when I use like a big enough sample. But it's still just a big enough to see if it's","there is a lot of ... there is a lot ... I'm just ... I'm writing a book ... this is an interesting ... this is ... I think we have this is a pretty g","and the reason we don't see that as the top is that there's not enough evidence, right? And you could also say that the other problem that we have wit","this is an example of an experience I've had. I remember sitting in my office, my brain was kind of being filled up with the word, 'experience,' and t","you know, I was doing a bunch of calculations about how long it would take for the human body to go through all the steps of the water cycle in order ","I'm trying to do some calculations here. I'm trying to figure out how much time it is taking to make each iteration. So that's a fraction of one hour,","and it's a new record, so we know it's got to be good because the new record is just released, and it's got that new music in there. We'll get into it","yeah, but that's the thing with the thing, like, yeah, it's, it's this, it's the, it's a, it's like the, I mean, it's","so i know i know that my father is really good at it like he's like really good at like he's very good at this, but he also has a problem with like wi","and I think it's going to be a lot of the same things. Yeah. So it'll be a lot of people looking for new information or something like that. It'll pro","I remember... I remember my time in the army. And that's really... that's a really important part of my life. And I've had the... the good part of it,","the last thing I remember before going to sleep was being very active, and trying to catch a whale on the ship. It was very, very challenging. You had","it's not a lot of fun if you can't afford it. Right? So, like, I could do that, like, as an employee. Like, I could work for a company that","I'm thinking about what's going on right now. And I'm trying to figure out how I can help you. I think it's probably pretty important to talk about ho","I'm thinking about what's happening in the world and the stuff that I think about. I think about climate change, you know, it's a big thing in the wor","I don't know, I think there's a lot of different things. Like, you know, the kind of the type of AI you're gonna have, whether it's like you know, mor","I just wonder, is there a limit? Because I was thinking, okay, so, if I was to look at the actual, you know, like the physical dimensions of the human","and that was that. Okay, so we're not gonna, we're not gonna have an 11 o'clock meeting. So, you know, that's how you're gonna figure out your","ummm. Well, so I'm going to be sitting with you here today, umm, talking about, I guess, the sort of, well, how I like to do it, which","I am curious how the future will look. What's happening right now. I have an idea. I'm looking at the chat window. I've been here for a bit, and I'm t","yeah. There is a lot of, there's a lot of debate, and it's always been kind of interesting for me, it's been kind of like, the political science persp","yeah, I'm wondering, is this gonna be a long session, or what? Because I haven't done this in a really, really long time, so I don't really know, but ","and, you know, when you think of the number of people that are that are getting off of prescription drugs, or getting off of certain kinds of prescrip","I'm going to the gym, and I'll be doing some pushups, and I'm going to be doing some pullups, and then I'll be hitting a lot of weights. And then","I wonder if this will work, it's really strange I was working on the idea of taking a break, like if you have a bunch of projects at the same time, an","I've been thinking about that thing about the electric vehicle battery, which I don't know too much about. So, it's just like, if I were to get one of","and, yeah, you know, there is no, you know, if I want to change the, you know, the way that I approach the world. And I'm more, you know,","so that's not very efficient for a business model. I guess there are ways to do it, but it's a lot easier for the company to have some kind of central","I've been thinking about the new release of the iPad Pro. They just had one that was 9.7 inches. I think it's going to be 11 inches. I wonder what","And then there was the, there was the thing about, when we're in a situation like the one we're in, like in the military, where we can't really commun","I'm in the office with a colleague from work. We are in this very nice, spacious office. We're talking about this new product, this new product that w","I mean, like, if you think of this, when you get to a point where you don't really know how to fix the problem, then you say, 'Okay, well, let's","yeah, okay. So I guess what you're asking me is if we're looking at the problem from a scientific standpoint. If you're a scientist, if you're doing s","[I] was thinking about how I was trying to sort of make some sense of what the world was like, and what was in it, and how it was going to be in the f","[1] a lot of people have really really really really strong opinions on things and they just don't even care if you disagree with them. And they just ","I'm not sure that we have the best tools to figure out the most important things about people, so I think we should invest in getting more people, bec","and I remember that the people that do, if they have their own power grid, are really the first people to start building power grids. Like, you know, ","this is not about me, this is about the other person, it's about how this thing will unfold for me. This is not me. I'm just a human resource, right? ","I think I'd like to study that... but it's probably going to be quite a long time until I have that data that's available to me because of the pandemi","... you can't tell if someone's a good person just by their words. People can say 'I love you,' but that doesn't mean they are. It's important to look","It’s also true that if you can find a good, a good, I’ll try to do something. And this is kind of like it's kind of like a good thing, so to speak","it's not about the cost of a ticket. It's about the total cost of a project. When you're trying to bring a new product to market, the cost of developi","I'm actually a very... I'm very glad that I'm in this position of not knowing that my next product will be a good product or a bad product... So, that","I think what would be most helpful to me in this job, for example, is some training in data visualization, because I think that a lot of data is comin","And I think about the ways of learning. So, you know, I think about this idea of learning that happens to us in the process of working, but also the w","so I just think about some things that I want to do for this particular group. Some things that I wanted to do that were kind of short-term in the fir","and I wonder if, you know, I think about, you know I'm not sure if it's fair to say I'm an early adopter or I'm kind of a late adopter,","and I don't know, I don't think it's just the number of people that are in that particular group, but you know, and then there are many other organiza","my kids have just gone to school today. And I was thinking about how, when you send your kids to school, they're sending them out into the world and t","I think there's a lot of confusion. I don't really know what I'm talking about, because I'm a science student, I'm not a teacher, so I don't know what","the way that people think about that is that they don't think about the world as a place. They think about it as an opportunity. That's why they go th","so the idea is that the state of mind, the mental state of an individual, can be measured based on their brain states. So it's really important to do ","I was reading a paper about how, I think it was, the United States, and then the British, were able to get more than 10% of their energy from renewabl","And I can do this, and I can make this happen. And so we can come in a position where we can either increase our understanding of these things, or we ","and it's a combination of those things, where it's the ability of the human being to be able to combine information from different sources, different ","the thing about this is that there's no...I mean, there is a point where people have to learn a language, but that's not the same thing. And it's not ","Okay. So, in general, people are motivated by two things: intrinsic and extrinsic motivation. Intrinsic is about the idea that I do this because I wan","and what's going on for the patient, or the client or whatever? What's going on with that, in terms of, um, what's their, what's the role of, of the","It's really like a stream of consciousness. And so I'm going to do that for a while, just let me talk in whatever order my thoughts come to me. And th","[T]here was a little story, where there was a father who was going through his daily routine and, [unintelligible], his children came along and [unint","this is all, and now this is just an idea. If you were to make an effort to bring a group of people together and create a social organization that was","there's no doubt about it: we are all under the influence of a government that is, for the most part, hostile to the democratic system. I know it beca","I am not interested in doing that. It would be an incredible waste of time to me. You know, we're going to be in the position to have a very large amo","I'm the guy who has to know what he's going to do and how he's going to implement it. This is a very complex world and the things that matter to me an","if you can have an open, honest conversation with someone, you can get to know them and build a relationship. If you can have a conversation with some","I am very concerned about how the market works. If we take an economic model of the world, and we apply it to the current market and we make predictio","so you're trying to figure out how to help the people who are working in the trenches and, so they've been in this situation for a while, and so they'","uh-huh. Well, uh, if you've got any of the major programs that you want to make some change to, let's say, the Java compiler, which is, you know,","this is what I was going to do for this part, it was going to be a way to determine the optimal sample size, right, so I would take a sample of 50 and","this is going to be really important to our society and our nation in the next few years, I think, but I don't think that we're doing as good a job of","So, there's a bunch of different kinds of companies that you can build. And the first one that you could think of is a startup, a startup company, whi","this is where we are on the continuum, the other end of the spectrum would be if I was looking at the universe as a closed, static system and I would ","the first thing that came to mind was this, and then I thought it's interesting, I said to myself, the first thing in mind is like the thing that's mo","it's like an emotional, you know, let's say, the whole economy right now is just, you know. It's all over the board and I think that people are feelin","we have a couple of things going on. I just recently got out of my last job, which was as a senior software developer for a small startup company in C","okay I don't know, I'm going to come in here. I'm going into my first office tomorrow and it's just going to be this one person, it's going to be me.","there’s a lot of things I’m trying to work out, you know? You know, I’m trying, and I have to have, I have a lot of responsibilities, and I’m trying","The idea of a home that's so small and so nice, you know, a really nice place that has really nice features, it's in a great location, it's just, you ","I'm going to put in a new idea... I'm going to bring in a new idea of using this space for a co-working office space... I have an idea of a co-working","I'm working on a blog post to try and get it up on Medium, and so I've been working on this blog post, I think it's going to be an interesting one. It","I'm gonna go out to lunch with the group of my coworkers. And I have an opportunity, because the CFO, I was trying to get to do this in 2019. But","the challenge here is that I have the 1.5 million dollar budget. So this is the first year of this 2, 3, 4 year process, right, for us,","so it's 25th of March, which is a Monday. And we're not having any holidays. And I was in fact just reading the blog from my office about the new gove","there's this big box that's full of, you know, full of, full of information, and then the information is presented to the system. And then the system ","what's interesting is, there is a lot of parallel thinking, so if we look at these things here, I could see all of those things happening at the same ","[I]t's kind of hard to imagine. But... I'm guessing, that there is a limit to what can be done in terms of, you know, how much can be done from","and it's not very different from the way a lot of people think about it. It's like, I've done a lot of things with people in the last, you know, the l","the point of being a citizen in this world, really is that you have a responsibility to be an active participant in the world, and you do that by taki","the thing about me is that I know how to learn to do things but I have no motivation for that. And so, what I do is I will do a lot of things that are","the way the human brain works. I think there's a lot of debate about that. I think people think in pictures and I think people have been trained to th","I've had this kind of thinking process that was not always in my mind, where I would kind of go off to the side and think about some things. And I fou","[T]here are lots of times where I'll just be... just watching a movie or something on the internet, I'll be watching a TED talk, a podcast, or just so","a lot of people are talking about the ability to change your mind, like the concept of neuroplasticity or something like that. There's some new studie","I think, when I think about it, you can have two or three different kinds of thoughts. There's the kind of thought that you can express to others, whi","I wonder if my dad is in the same kind of state that I am now. If he's worried about the pandemic. If he worries about the climate. If he wants to do ","and I had the impression that my body was not responding as much as I wanted. So I started to focus more and more on the body, how the body was, how m","[I]n terms of, I guess, thinking about this stuff in a way that's relevant to me, what are some things that you can do? [...] What can you do about it","the 'v' of the verb. And the 'v' of a verb is very similar to the 'v' in 'video.' If you think about 'video,' I think there's a","this is actually the time I'm interested in right now because it's a good time to think about how to define this particular system and how to make it ","you have this whole... this... this... is this thing... is there a connection between... how do you do this? I can't... can't I just do this, like, 'l","it's actually in my mind, I don't have a phone number for him, but I've got it in my head, I know it, it's not like I haven't thought of it","I don't know, I have a really good memory for all the math formulas, I don't know why. I don't think I've ever used math for any practical purposes, o","if you say 100 and you want 100 percent of what you're saying to be right, you have to be able to justify it 100% of the time","and then we have the - the other end of the spectrum, which is that we are, you know, we are not machines; we are not physical entities, we are - we a","I'm looking at the book. And I've got this thing where, I think I've seen this before. So I'm thinking of that, and I'm trying to remember what it is ","uh, I'm still wondering what I would do, and you know what, and what I would like to do, and then what I would be able to do, but I'm not really sure","[thinking about the] word, like, if the word is in the English language, like a word and it's like, it's got a meaning. If it's in the English diction","and that's just how we'd get to the answer that we're looking for... And we're just going to have to make that assumption... and then that will then t","(Pause) Oh, that's it. It's the thing that is a combination of all the things that you can see and things that you have. And this is how I think it's ","so it's a bit different than what I did in the last session, but it's the same problem space. So there's two things going on, the first one is that we","then if you have a linear model of time, you have a starting point and an ending point, and you have a direction to go from the starting point to the ","there are different ways that you can see to analyze the data and think about the data. I think if you think about it in terms of a lot of the things ","I've just been doing this sort of thing. And I was wondering if there is any evidence, at least in the scientific literature, for people being able to","I'm a psychologist. I'm doing a lot of work in a group. We're doing a lot, we're doing a group, it's just the fact that we're doing this at this","I don't have a problem with that. What I have a problem is with people who are saying I'm being too subjective because I don't like the way they're do","this is my first time doing the study, it is really helpful. You are really trying to figure out what people do when they're not doing anything, what ","and then I'm thinking that my girlfriend is watching a movie and it's all like this one thing, and that's not actually very bad. It's all good. And th","we're in an experiment to try to understand how the brain processes information. That's just what we're in. This experiment is designed to test hypoth","that the probability is quite a high that when a person is just lying here in a very relaxed, calm state, the person is in a very optimal condition to","and then, I know I'm in a meeting, I don't know. And then, I think, maybe it's not in a meeting. Maybe it's a meeting in the future. I","and so you're like, well, you know, the good thing about a non-profit organization is that it has a certain amount of flexibility and, you know, it ca","So, it's the one that's out of range. So, you don't really have to think about that a lot, that's a fairly trivial constraint. But it's really, it's","there were some changes in how the data are coming through in terms of how you can interpret what you're seeing. And that was based on a change in the","oh. Okay, now I'm thinking about that. I'm thinking I can't remember where we discussed this. I'm going to have to go through some notes and I'm going","okay, so there's, there's a, there's, like the concept, of how, I guess you could say how a data science project, like the full end-to-end cycle is ac","and that's, that's interesting because I guess that the difference between the two is that with the first one, you don't have that, like, it's not lik","so I'm thinking, you know, what's the most efficient way of doing something, and I have to, and you know, I'm always trying to find that. Like, oh, wh","and then he had an idea, you know, the way that they do. That's not what I mean. I mean the way they think, the way the government thinks. They have t","and the thing is, it's funny how the first thought you come up with is something that's not very practical, you know. Like, in my first thought, I tho","you can always look at the problem from a different perspective, right? So, if I'm thinking about that, what you do is you think about the problem, an","and then in a sense you do, you just need to make the decision. You say, I think I'm going to do this. Then you just need a set of tools, you have a","I had a dream that I was in an elevator. And then it was, oh, we're gonna go up. And then I was like, oh, let's go up a few more floors","I just kind of took the whole thing and kind of reorganized it from an educational standpoint, but just kind of said, well, I think this is really imp","so that would be the answer. It's actually the answer, the correct answer. It is that the correct answer is a number of things. There's a number of re","there are people who are completely clueless, I'm not even talking about the people that don't know how to do what they're supposed to do, like for ex","I was at a conference once where there was a panel on AI and how you could do that, and I was talking to this woman, and she's like, you can train a l","I think I should also mention the second part of the survey. Part B, because this is also a very interesting part that we have to pay attention to, be","So, I mean, I was thinking about, how about you, what do you have to do for homework today? I mean, like, I don't know what it is. I don't","So that would be the main challenge, you know, is, like, there's a lot of information, there's information on the outside world, there's also informat","and then the other thing would be like, I don't know, I mean, I don't think the other thing, but I think this would be the other thing that might be p","so I'm thinking about the idea of the digital twins. The idea of digital twin is that you have a simulation of a real-world object, and the simulation","but I don't really want to do that because it's gonna make me do a lot of other stuff and it's gonna cost me more. It's going to take time to set up t","so we can, we can maybe try to maybe do some, you know, like the, like the same thing for the other, for the other four and see if we get some similar","and that was like the most amazing thing. I mean, we don't have to have our own... you know, like your own social media or whatever, but like just lik","and then I remember the time I was at this guy's place where we were like, we were friends with benefits and we had this, we had a lot of sex and this","[W]hat's a great deal of work to me is to get the first version of the work right. And then that's when I know that that's going to be good enough. An","okay, so I had a class with the professor and we were talking about the relationship between, you know, the stock market, the stock market and the eco","I mean, so the two options, one is a lot of people like I was, I'm still the only one that's doing it, but a lot of the others are just not doing it","so if you look at the stock market, right, so we just have, I guess we have to have, like, like the US GDP and like the growth rate, that's like the g","I'm not sure whether my manager has been aware of the problems I've been having or not. He's not a big fan of technology and it seems like the tech si","I don't know what they did, but if they did it in a way that was different from what we do, I think we're probably better off because we've got a lot ","[t]houghts are very important, but also they are a big liability. [They can be]... the thing that holds you back and makes you not get into [a] good","I think we would have done better to get a different tool, because there were some tools that we used that just didn't work very well. I mean, there's","that's why we can't solve this problem...because the problem is, the problem is not one of the right way to use the computer, but the wrong way of the","so I could say I had a problem with the thing that I was working on, and I had a deadline, and that was going to take more time than I had available, ","[the] idea of a mental framework. So, the mental framework, the structure is what the computer is trying to optimize and we want to optimize this ment","uh, no I don't think we've been through that already. I'll take that for granted. Uh, I think we're going to make more progress with our research in t","and there was this big thing where you have like an, you know, an image of a person, and you have to make your way through there and you have a certai","[thought] we are not going to talk about this at all because that's just a bad idea. We are going to talk to our patients. They are going to see how w","so if you have an account that you're going to use that for multiple applications, it might make sense to use a more unique account, right? I mean, th","and you can't. I just don't know what is happening with the data. And you know I don't understand anything about the data, it's really difficult to un","there's a lot of stuff in the back, and I'm going to go through all that. That's the first one. And we're going to see what's in there. This is what","I'm gonna be in charge of a program that I'm gonna be running. I'm gonna have a budget of like 200, 100k, 200k","And I'm not sure, though I've been on this project for two years, I'm not sure I know the answer to how we're going to do the 1455 and what","it's just... I guess, I just have to... I need to figure out... I don't think this is a... I need... I need a way for... I need some... I","and that is like, you know, a very small, like a very small amount of stuff that would be needed for you to just like, basically be able to like, like","my name, the name of the university and the name of the course, it's going to be my name, my name, and then, it's not just going to be a name, it","I'm like, oh, that's interesting, it's like the moment when you're sitting down with a team and you're trying to figure out how do you solve this prob","we have a client in the system today and we've already talked a bit about this person and we're going to talk about how they were initially identified","okay, so you don't have to be super, super creative in your answers to the prompts, right? And it can be even like a little bit of a hack for you. You","there was a, there's an example that I can think of where someone, so in the old days when you'd like to do something with some software that's, that'","So, the other thing that I'm thinking about is that we've got a bunch of new students and we're all looking at different sets of problems. I don't kno","the main goal of the work I do now is to really get an understanding of how the internet works as a technology, as a society, and then also how it wor","And, I'm in the kitchen, and I have this huge box, this huge box that I don't know what I'm going to put in it. But I need to think about what I","yeah. But like the, the, you know, like, you, the the the, the way I, the way that the, the data that we, we're collecting is kind of,","I'm trying to figure out what is the best way to get rid of this stuff. You know, it's just... it's a lot of work and a lot of time, and so how","It's like when you have the idea to go to the store, and you want to go to this store, and then you have a plan for how to go to that store, and it's","I know that, like, I don't know, if you know the value of pi, and you know the radius of a sphere, then you know, the volume of a sphere. So,","so I'll need to use up a whole bunch of memory, probably a whole bunch of attention, probably a lot of time, but in a sense it's kind of a no-brainer ","oh yeah, and, and the last part of the movie that we were watching was it was really interesting because it was about some, some, some kid who was who","I mean the main thing here is we're talking about a lot of these questions that we've been discussing are, are the issues that the companies, they're ","and then you go back to the past, and you just like rehash it and rehash it until you have to kind of put your attention into what's going on here and","and so you know what it looks like to have a supercharged brain, to have a lot of processing capacity and the ability to multitask and do so much para","I wonder, what is the state of the universe at this moment? What are the different kinds of energies that are involved in the universe, and how are th","I wonder why it is that, for instance, in the last few months, I've started having more and more trouble getting up in the mornings, even if it's earl","I've been thinking about the importance of making sure you have a good foundation in the basics, right? Like in math. I was watching this video that I","I was going to say, I wonder what it's like to be a frog in the water, versus a human being out there in the air. I wonder if it's better or worse to ","and then they're not thinking about the same things, you know, and then they're kind of like, they're in their own little bubble, like, I have my own ","And this is why we are going to be getting rid of the need to be in touch with the mother in our children because they're going to be in the schools, ","a big issue I was thinking about today is, I've been trying to come up with a better way to solve the problem of people having to get a driver's licen","a lot of the work that we do, for example in the US, is done on the federal level. In other countries, like in Australia, a lot of the work is done by","I feel that I need to write some sort of software. I've been thinking about writing something. And it's a little bit more of a medium that I've been w","it's like a normal day, and then there's a big accident that kills a bunch of people, and then you're just like, okay, so I guess it's time to start l","Okay, so that's like a specific, like a specific example of the idea, that you could like a machine and you could have like a like a machine, you coul","and I'm thinking of what the team has done over the years with the Iroquois to develop new methods for how to use the Iroquois in different kinds of a","we have a lot of stuff that's in our heads that we haven't tried to get out yet. Like for example, what I was talking about before, like I've seen a l","I'm really excited because I've been doing this for a while now, I'm trying to get out of the habit of being in my own head. So I've been trying to ge","[I'm] not a programmer. I think I have a little bit of an affinity for programming. I don't think I could have done what I'm doing without programming","the reason why I think that the reason why we can have, uh, uh, the ability to actually... I think that people tend to think, we've made a lot of prog","I guess I'm going to have to do something with that. And I'll have to try to get some of my family over. I'm going to try to have a good time. I'm","a lot of things in life that people seem to be doing in a sort of a just do it, I don't know, way that they're going to get paid a lot more money than","okay so so the thing that I'm doing right now is I'm trying to write about how I think I'm going to be using my time as I get older, how I think the t","it's a weird situation, right, so the first thing that comes to my mind is this weird situation that we are in. And you know, you are still working on","I guess that's why I love this part about it, though, because there is something interesting that you can get from it, or something to explore in it. ","the idea of getting to know yourself. I think you need to know yourself in order to make the right decisions, which I think is very important when it ","a bit about what we're doing now, we are, like, we're, like, like I said, you know, we are building the next version of the AI, you know? We","a lot of people have a lot of opinions and they can be very bad people if they are not very good and I'm very happy that I got a job to make a lot of ","I think I have to go through an analysis to get to the bottom of the problem. I don't know. Maybe I'm not clear. I know my product is not good enough.","And then I was thinking that I don't want to do anything with the money, I want to give it back to the government because it's like, you know, if the ","so, like, the kind of stuff that I've been doing and I've been thinking about this, is like, what kind of content or what kind of articles or what kin","that's what it is, it's a little bit of a mix between, I mean, what I've seen at the Apple store, so I think that would be one. Yeah, that's","yeah, the question, how are they going to react to that? Oh, I don't know. How are you going to get into that? How do you get into that, yeah? And","It is interesting that... yeah, if you look at the... it seems like the people that... you know, in some countries, like Germany, people... people in ","you know, my father is actually kind of a good person, he's like, you know, he's a, he's, he's not as bad as a lot of the people in the","the last time we had a meeting like that I guess, it was maybe just a couple months ago, there was a woman that was from my home town, and she was, sh","I have a friend who's actually a neurosurgeon and they were on this medical board. So we were actually on the same medical board. And he's got a PhD a","I don't know, I mean, I don't have a good, a good answer for that, but I think it's really just, you know, it's like, you know how,","And you have to make sure that the data is... you know, so they can be used and that it's not just like, 'Hey, this is, you know, here's a piece","and then we just basically are going to make sure that we're getting this right. And you know, there's a lot of new technologies and platforms out the","so like if you know the next like next year, I just know like next year I'll be a lot more productive at work. And I just like the company's been real","and also, just kind of, I don't know, you know, as a citizen, I just feel like there's a responsibility to try to bring the public to their attention ","and I have a sense of being, like a young person, getting more of a sense of independence. Like being like the kid, I have a feeling like, I've been r","I'm gonna do a lot of research on this. I think it's really important to do research to make sure that it's really accurate, that the data is accurate","I was thinking about the way I do my data analysis and how I do my project planning. And then I thought about the data analysis, and I thought about w","okay. So you know, so you know, like I talked about how I have a couple of goals in my life. One of them, right, is to have a sustainable living space","So the end of this pandemic is, it's still not over, but it's very close, I think, in my mind. And that's really the thing that I'm focused on as far","so I'm thinking about my old girlfriend, and she's having some problems with her depression, and I think, oh, this is an important thing for us to thi","what was the point of this? To keep me engaged, to help me think, to help me develop ideas, to help the business, to help my clients, and to help me f","we need to, we need to be a bit more aggressive than just thinking of this as a service, you know, a service company or a consultancy firm. I think we","I think it would be a good idea to have a pre-workshop of this group. This could be done over a few weeks. So that each of us could sort of get into t","[the] role of the social environment [in learning] has always been something of interest to me, in the sense that there are a number of ways that the ","so it's like a sort of a working document, in a sense, but in the sense of a working document that is used to generate a theory, to generate a framewo","and one of the things that I think is really interesting and that has been a really significant factor in the world of work is that the modern workpla","the thing that comes to mind for me is I had a friend who was diagnosed with schizophrenia in his early 20s. He was doing quite well and he had a numb","I remember how I used to be a bit of a perfectionist, and I had a lot of self-doubt, and so I would always try to improve things, and then the work th","the question of how much do we need to learn, right? Because if the amount of information in the world is constantly growing and expanding, it seems t","okay, so I guess I'm trying to sort of understand what sort of impact that had. I know the impact was fairly large, but how to quantify that? Because ","and then we could, uh, we could talk about things that are that are important to people and we could also talk about how it's how it's important to th","So I was thinking, yeah, the reason why I was a little surprised that the CEO of Twitter was in favor of the free market, because I think a lot of peo","and then, so then the idea of what happens at the end of the process is that there are a number of companies, and these are not only in the US but als","And that's why, as I'm thinking about how do I manage the political economy of that, I'm thinking I think it might be helpful to be more granular abou","and I think that that is actually quite interesting because it's not just one, it's actually quite a few things. And you might find that in some of yo","you know, it's like, I remember one thing that I actually started an interview in my mind, like a, an actual interview with the student and I remember","so I think that there's actually a few ways that I think that I can get my students to learn. One is that we're a pretty data-driven environment here.","I think that a lot of these things that we're hearing about with the AI that we're seeing right now, it's really just a mirror image of the things tha","I think that we've all got some kind of responsibility when we're part of the community and also the people who are the people who I'm involved with l","I have a problem with the current form of AI that we have. The problem with AI is it's really, it's just kind of a fancy name for statistical models. ","my children, my son, they're going to go to a special school for them. My daughter and I have already looked into this. We have a son who is autistic ","my brother is in a car crash right now, and the driver is a bit drunk and she has a serious injury to her spine. And her daughter is 5 years old. So, ","I'm not sure I fully understand your questions. I understand your questions, and I understand what you're asking. And I think they're really interesti","it's like, yeah, so we talked about, like, you know, this idea of what would you, what would be a great product for this company to come out with, rig","it's been a lot of years. It's been a few years since I've seen him in person. I can't believe that this is what's happening. I don't know if I'm","it is very important to have some kind of, like a really good AI, so that we can, you know, not only, I think, you know what the, what the people are ","and what I'm going to do is try to look at some of the things I've been thinking about. And one of them is something that I've been working on. And so","well, there is some talk about how that actually the whole, I think, the whole study of the mind is now looking at things at the quantum level, you kn","you know, and it's really interesting how these technologies are going to impact us, but it's also interesting, the technologies that are going to com","and this is the same thing as that, but it's like, well, that's, that's a good example because, you know, one of the problems that I've had is with th","uh... uh... okay, okay, what do I have left to do? I guess I still have to take a couple more, like, do a couple more problems, but I guess that's","and then I think I'll get a piece of paper and then I'll go home and I'll print it out and I'll type it up and then I can actually get a document and ","and that was it and then it was the 2007 edition which I think is the one that's got the best... the most stuff... I don't know what it's called...","this is a thing we talk about in the sense that we talk about, the research on this is really about, the importance of thinking. What it means to be a","so you know that I I'm not sure that the problem that we're facing right now with the US is with the the the American system but it's with the America","but now it's kind of a cool idea because, you know, you can't do that in the physical world but you could do that in an online space. And then it kind","I have a lot of friends and they are all on Facebook and I don't really use Facebook, I have no need for it. And I don't have much time on my hands, b"],["I've got a friend who used to work for me at a place called the Kelsey Institute. It's a research institute down in Miami, Florida. He did a lot of wo","in the middle of this book, I remember I was doing something in the middle of a chapter, and I was in the middle somewhere, and I just can't remember,","I know this is all silly. You know what's going on. What's going on is that I'm not going to be able to get you the books that you want, and I'm going","I'm worried about my son and daughter-in-law. They have this baby and he's really sick and they've been having a lot of problems. They were supposed t","I am talking to you now and you can hear me and I don't have a phone with me so I can't get the phone to call the doctor and I'm wondering how that wo","the 9-11 [sic] happened on that day, and all those people were dead. And then my brother was killed and they told me, 'You don't have to come,'","I was thinking about what you told me. You know, my whole life was so far from anything I imagined. I just came up with the idea of this being a place","and then it was really nice. It was very, very nice. Very, very, very very very nice. That is good, that is really good. That's a great ending for the","I want to know what he had in mind, what he was thinking about. I'm sure that's why I got involved in this. I mean I'm a woman, I've had a lot","and I know how you feel. You can't even talk to anybody. You know how it is, right, I know it's a pain. You can sit here, you can talk to somebody","I just want to say one more thing that I haven't said yet. And that is that we should have a bigger problem. I want you to think of that as a real pro","it is like being on a computer... [sigh] It's a funny thing. You just sit there and think and you just see the same things popping up over and over an","I feel like I'm in a sort of... kind of a nightmare, like I've had. I have been dreaming for two days, I think, or three days. It's a horrible nightma","and now I'm feeling really nervous about this because I've only been studying for like one day. But I feel that it's probably not the worst case scena","there's something in the mind that has a bit of an influence on the body, so we know that the mind has an effect on the body. This is the case with de","I'm getting more and more curious as I do these tests because I'm finding I am very very bad at some of them, and I'm very very good at some of them a","I have an image of my dad... he was a very smart guy. He had a lot of books on his shelf and was always reading books and things. He was always readin","it's not only that. You've got the idea that you're really in charge of your life, and I think I believe that. I've always believed that. And that's w","So you know what I do? I was involved with a bunch of guys from high school. We were all in a band, a jazz band. That was about 10 years ago. We","I have a brother who's a lawyer who's in Texas. He's a real smart guy, and he has a really good sense of humor. He's got a couple of buddies at UT.","I have been reading a book about the American Civil War. So the Confederacy, right. That's right. Yeah, well, I don't know why, I guess I just assumed","and I'm looking at the the the the top of my the the top the top of the top of this building and I'm looking up to this building and it's so it's so h","I think that... the one thing that's kind of scary... about that is... that the people that are the most successful... in terms of... just... whatever","I am writing a paper on this. I am writing a research paper on this, and it's on this topic of what is the nature of consciousness. I'm wondering, wha","this is a very difficult problem because what I don't like about this problem is the fact that I'm not able to just sort of think of a way to solve th","but I don't really like them that way. So it's more like an open question. But there's an answer. You can make that. But you need to show it's true. T","there's an image that pops into my head which is the classic definition of a poodle. It's an image of a poodle with all its fur, the whole thing, but ","[I]f you think of a room, how do you imagine it? You might have a room that's a cubical box, where each edge is, I dunno, 5 feet","So I just thought of the fact that when you put in a new algorithm, there is a very clear time to do the new algorithm. We can see exactly which one o","you see it's just a little bit different than how we did this last time. The main difference is we're going to be doing two different kinds of things,","and so the process of discovery and then the process of analysis, where you might take the discovery that there are these two numbers, one, and three,","the computer and the mouse, and the mouse and the mousepad. That's the mouse. That's a mouse. The mouse is the device that you use to move the cursor ","It's not something that I'm aware of, but you're saying that the only way to learn is to go through these very tiny steps, right? And that's not what ","So now, you know that in any given time, 65 percent of the time the human mind is focused on something else. So the idea of a human mind, in order to ","so this is a very interesting subject. I just have to say I am really enjoying this session. I am really happy with the results, that is the first thi","Okay. So there's a number, 8. So if I want to write a number that is 7 times as big as that number, it would be 56. If I want","(20 min later) Okay. And now, what I want to do is to tell you about the area of the brain that's being active here. We are now going to try to locate","and now, so far, we are up to 1799, and there was a very simple, very elementary, very elementary question of this one here, that they did not really ","I have to tell you, I don't know what to do with this. It's kind of hard to tell what it is, but it's kind of like if you were to take the standard","I'm thinking of how we could use this as a test. ... Well, it's a test that we have for testing. The thing is, we could do this with the two sensors, ","that's right. I'm working on a lot of things. I'm trying to solve a lot of problems at the same time, but I'm not sure if they are even possible. They","... ... the idea of a universe that is really random, and then the idea of human intelligence, is to have a system that's random, and is not random, b","this is what's happening to my mind... this is the stuff that comes through and this is what the mind is doing. If you put it in terms of a Turing mac","So the thing I have been trying to do is to use the time as efficiently as possible. That's why the time is broken up into 30-second chunks. If I have","it's hard to tell what is just thought and what is just the effect of the previous action, because it's hard for the system to tell if it's an effect ","... I'm in the middle of something. I have an idea, and then I'm thinking of another idea, and I'm thinking it's not a great idea, but I'll make a sma","2 + 2 = 4, 3 + 3 = 6, 4 + 4 = 8, 5 + 5 = 10. This is the","[423] 19:04:30 [424] ... 0.4, 1.0, 16.0, ..., 1.","I'll need to write out the result of the calculations in my calculator, and then I can multiply it by the number of computers in the world, to get the","now I'm going to think of some words, like for a minute I'm going to write down 25 words that begin with the letter 'M' ... and so far I've got m","100, 200, 300, you can get the idea. ... 800, 900, 1000. ... So","I'm not really sure what's going on here, but I'm not sure. And I'm wondering why I'm not just thinking of all these words. So I'm wondering, if I tak","[this is the result of] taking a whole bunch of [numbers] and adding them together. So that's the first part, the first part is that. So the first par","there's 783 to 787 of it, 780 of it, so I think it's going to be 786. I'm looking at the table","10.000 years ago. And I was in 1972. And I had a dream about the 2080. And I said 207","so the 11th iteration is 383326 and 10th iteration is what is it? 38213836 and the 12","201. The 6. 202. The 7. 203. The 8. 204. The 9. 205","I want to go and check the log... yeah, let's go there... there's one there... yeah, I found it, but now the other one's in there... oh, no,","so you take a certain value of the system and you multiply it by the number of elements and that is the number of the system. But if you have a system","and if this is the case, then we should be able to construct a random graph from an adjacency matrix such that this property holds. We can do this by ","and the only way of doing it is to divide them by three. I've got 143, so I can say that the only way of getting there is to divide it by three.","I remember that the sun rises at 7:05 in the morning. ... But I think this is the only way to make the calculations. ... 57554 * 4","Now I think I have to do something with this formula. Now I have to work it out and I get this term. I have to replace all the x by 1 + y. And I","a rectangular hyperbola of radius 2 in a plane with 2D polar coordinates. (Note: the 'polar coordinates' are not the ordinary polar coordinates, i.e. ","then a million times 25. 125 million. It would take 2000 years of a thousand workers to write all the numbers in the universe if we use a base","and so on. Now I'm at the beginning of this. If we're at the beginning, and I'm at the end, then there is the point between beginning and end. We have","the first one that came to mind was the sum of the first 100 squares...and that is 101 50. You know that 1 2 + 2","oh I see, I see, yes, that makes sense, I see how you see that. I see how it goes on, the little arrows. Oh, you can see the whole thing from","3.00, 6.00... 8.00 hours. In other words: I'm sleeping 12 hours every 24 hours. Therefore: 3","so 0.25 and 0.50, how to compute that. You take 0.8 - 0.01, 0.4 and 0.7","and then I remembered the last time I wrote this and it took 5-10 minutes to type, so this might take a long time. The other thing is I need to start ","and I had the impression that the brain was moving slower. But that's only a thought, I guess, so I would have to measure that by measuring the time i","I have two 3x5 cards with the same content and same position. I can place either one on the top of the other, so the resulting height of the stack is ","okay... so we're going to do the whole thing over again but with 80 percent of the participants using only 20 percent of their memory and then we're g","and they don't know the names of the objects because we've never told them. I mean, we've given them labels for the objects, but those are the labels ","the thing I'd been trying to do was to think about the things that I do on my computer, and try to see if I could fit them into some kind of mathemati","the way a child will have a picture of a house and then he's going to have a picture on top of it of an airplane and he's going to think of a picture ","now i can use my knowledge of physics to calculate the speed of a moving object as a function of time. let me take an object with no net force acting ","so then I guess you take the square root of both sides. And I was just trying to think why it was that a minus a times a minus a is a plus a. But I gu","The first time I read it, I thought it was just a silly thing. It seemed like it was just playing with numbers, like a magic trick. And then it struck","It is a lot of fun to do a think-aloud study on the problem of time. When I try to think about it, I end up with all of these other problems, like the","The first thing I want to say is that there are certain things in life that can be described using one or two words. For example, the first thing is t","and the thing is that if the plane was flying 100 miles an hour, and I started the plane, so that it was going 200 miles per hour, then I would","the idea of a random walk is the sum of independent, identical steps, and the statistics of random walks are well-known. This is a little bit differen","and that's the point. Well, I guess that is the point of this example, and I can show you another example. You have some idea of this in terms of a th","I think they could also have a central value of 10 and a central variance of 1 and see that the variances in the two distributions are actually equal.","a little girl who is on a train. She is just sitting there looking out the window. The train is going across the country. It's a long train and it's g","it's 78 degrees out there. That is 78 centigrade. The conversion is 140 Fahrenheit, which is 40 degrees, or 290 degrees","I am in the dark now, a black hole. This is a black hole, the big black hole, there's no light coming in or out. There's no energy going in or out,","the brain of the universe, the brain of our solar system is spinning at a million kilometers per hour and it's got the sun at one of the poles, and it","234... 236... 251... 285... 298... 201... 600... 900...","yeah, well, I'm in my room. I'm laying down. And, I'm thinking. Well, I'm sitting down at a table. I'm looking at this, I've got","15 25 40 45 180 810 3240 12960 51840 20","and then I get really excited and I can't get away. I mean, you're just stuck on that screen, so you have to find a way to get away. So I figure out t","now I am not going to do this because I don't have time to do this... I can do this because it is only 10 seconds of work but I need to do this on my","okay, that's a little bit of a trick, but here's a little something you can do in the middle of the day if you're on a plane or whatever... you're not","I wonder how many seconds in the future do we have. I can't think of a way to tell. Let's say 60 seconds. Let's assume we have 60 seconds before","so this is how you do this. It's a little bit like that one, but then you start at the center of the wheel and you do all the other stuff and then you","[I think] there's this big red square that goes down, like this. This is the first one. Then this one is just like it, but the little corner bits go d","I'm going to have to go to the toilet, I'm not going to have anything in my head that's not a number, you know. 1.20, 1.3","So if you have 2500 people and you just want 30% of the sample to get the first vaccine, you do 750, right? And the other","I'll go and see what the kids are up to. The other thing, if we need to do anything to the kids, we will be at the station on the 23rd. And","it was a bit like the sort of thing you'd find on a slide deck, that they're a bit more of a more of a less... well, not less, but they're a little","I'm still trying to think about what I'm doing with this and where I'm going to put it, but I've already got it down for like 84 pages, so I've alread","I am looking at a lot of things and it's all been very interesting, very fun, and I have just started to think about what it would be like to start bu","I know why I'm here. It's about what happened to me after the party last night and what I'm going to do with my life and what I can do to help make th","And you're still having fun doing this thing, it's been going on for a while now, a lot of time. It's been going for a while, and you've had time to t","I just went over this. It was a problem with the last 64-bit integer. So it was actually in the middle of this and this and this. So that's kind of we","oh and also like the 3000 to 4000 and uh one of the things that i was thinking about and i think i've already said but it's kind of worth","I think that there is a way to get the information I need for each one of those things, but it is going to be more complicated than just throwing that","my brain is currently working on a bunch of different things. It's not really an order of operations. It's more like, oh, I want to work on this thing","like, a lot of people who don't use a lot of computers, they use computers, so I mean, it's like, it's kind of like, well, the internet is kind of","[T]here's the [unintelligible] that's already done, which is great. There's the ones that are going on. I'm having a thought about, like, [","it's like I'm watching like a movie of like... the person that's doing all of the work. Like... I'm seeing like the person that I'm watching the... I'","a lot of people on here who have, like, a lot of money, they don't seem to be happy at all. Like, there's, like, no one who's, like,","and I've seen some of the photos that I took over the years, and some of them are like, are not that good. And they're, you know, they're really not t","there was a guy that I met in a bar. He's like this, this guy is this, that's a really good one. I don't know if it's a good one. Like","and it's just a whole lot of things. It's just like there's no like one thing. You can just go down, you know. And that's the most amazing thing is ju","you have a new job or you're working at home or you're freelancing or something... like that's a great... I think it's a great idea. The reason why I ","there's no one for me to talk to. I mean I mean I know you can't, you know you can call my friends, but like I'm, I'm like really busy with a","umm, uh, i guess i've been thinking about what i'm going to do with my time when i retire, and it's kind of been a little scary i guess, because i'm","my body's on the ground, but my mind's in my head. It's hard to tell. My legs are still, I can't feel them. They feel cold. But I don't","I want to ask my girlfriend if I can date her for a while, and she's like, 'no,' and I'm like, 'I'll get back to you later' or something like","the first thing I want to do is go to the bathroom. Okay, let me go to the bathroom and take a look at the floor plan again, so that I'm clear on whic","[T]hinking of [a] [a] new product. Like a [a] product that's already on the [a] market, it's kind of like a new flavor of","the worst part was when I was driving and the guy just started to get into my lane without realizing it so I just tried to avoid hitting him. I was in","I'm working on a video right now. I'm trying to write a video script. It's about me having a conversation with a friend about me having to get some eq","okay so, I think, well I'm just trying to think of things that I think would be interesting, like maybe I could say, okay, I have this idea for this b","[00:00:49] I wonder if I could take an hour nap during this. [00:01:11] I wonder what I should eat for dinner","I'm currently looking at the 2024 Google Cloud Summit schedule. I've got an interview with my employer scheduled for today at 2:30 PM, so I need to ge","I'm a student at the University of Edinburgh in the UK. So, I'm an international student. I'm currently in my third year and I'm in my final year, but","so if you look at this, this is kind of my current view of what we need to do. But we want to start out with a couple of things. I think we need to cr","and you have a very good point there, because there is a very important thing, that you can also talk about that, that you actually can talk about tha","it's an important thing, actually. I remember my first day at the university. I was so excited and nervous about it. I was like, 'I'm going to do a Ph","it was a few days ago. It was my birthday, and it was the last day that I had before I moved. So, I started going through my stuff, and I went through","yeah, well, there's a lot of things that are going on in the world that we don't see in our day-to-day life. But you can just see the big picture when","and I've got this whole bunch of things going on with work and I'm just trying to keep my head above water and I'm trying to figure out what's going o","I got to think a lot about how I can kind of get my health in order in terms of, you know, because I, I, I just, I'm in a really weird spot right","so it's a good day today, it's a new year and I've been looking forward to this, to having a little bit more free time, maybe a little bit of a break ","and then, I was just in, I was like, I don't know, I guess it's something that's in the back of my mind, but I'm in a very good place.","so that's where the problem is I think it's kind of like a time management issue. So I've been doing a lot of work I've been working in the kitchen a ","we have a project that's going to be on the 12th of October, that's what we're planning to do, but I don't know if there's anything more to add to","I'm so excited to start the new year because I think I'm going to get a lot done. I feel like I'm going to do a lot of new things and get a lot of thi","So I just came from the meeting about the budget for this year, so that's going to be a very big meeting, so I think they're going to probably be pret","I can see this project going to the ground, I'm really worried about it because we're going to have to go on the ground in the summer. And then we're ","and the first one is for a new location, we're going to build a new location for a new place and it's going to be the location that we'll be starting ","what are the best practices for, like, how to write a code review. So like, what are the, like, what's the, like the, the, like most effective ways, t","my office is next to the 21st floor. We have a very nice office. And I just started my new job today. It is very exciting for me, but I am really stru","and I thought this was a very good idea. I'm like, I can't think of anything better. And then I thought of the new project that I had. I wanted to do ","and then, the second, that was when the second thing happened, and that was when I got the first two shots to go through, because I was getting ready ","and then I'm thinking I don't really have that much stuff that I need to do with my schedule. I'm thinking well, I'll see what I can do and then I'll ","the guy in the bar is going to say, 'Hey, we have this new guy, let's go out for drinks, and I'm just like, I'm like, oh, okay.","I remember the first time I got on a plane and I was terrified. I think I got to the gate and I was like, oh my God, I can't do this. And I had","the government is a great big ... and then there's a group of people who are trying to figure out what this whole government is doing and trying to fi","I am listening to a podcast about the importance of learning how to drive and how the way that they do it has changed over the last 20 years. So, it's","this is not a good idea, but I think if we want to be a long-term partner then we should have long-term goals for both the company and the customers a","I'm looking at my phone again. And I'm going to tell you that I was doing this during the pandemic, I've been doing this during lockdown. And so, I wa","I have been watching these things on TV. I think the worst thing in the last year is, I'm a very optimistic person. I feel like it's been the best yea","I've been thinking about, like, my class I teach, like, this semester. I teach, I teach a course on, you know, modern, you know modern art, modern and","the part that I have the most trouble with in my work is that, it's very common that I need to communicate with people outside of my immediate field a","And so, I think you're trying to do the work of a whole industry of people in this country, which is, we should have a better approach to this. And th","It's funny, because there's an ongoing debate in the media right now about the importance of having a nuclear deterrent for the US. And this has been ","that is, that the other thing we should be able to do is to have the system that, say, the U.S. government, or the government of any other country, an","the reason for that is, I think, that the internet is a place that allows people to express themselves freely, and a lot of the times they feel that t","I have a very simple definition of the word. It's not what people are telling me it is. What do I mean by 'quality'? 'Quality' is a word that is used ","you know, you know, I don't think that they're going to be very good. You know, the fact that they're not going to be able to help. You know? And so","I mean, we had a meeting just a few months ago on the new tool and the way we should be using it. I have a lot of ideas on how I think that we should ","I was thinking about the next step. How I'll try to make this. What are the next steps in terms of the actual delivery? So, for example, if you can't ","and I think it's important that we have a way to model, like in the context of a company, you know, if we think about AI, and if we want to get the be","I see this and the last time I was at the hospital, they were just starting to implement some of the new things, and the last thing they were doing wa","what's the difference between that and like a normal sort of conversation or something, like a meeting with somebody? I mean, so, a normal sort of mee","the thing I do not like about the process of scientific publishing is that it is very slow and very expensive and very competitive. And the scientific","uh, my brother, one of my brothers, he has a family, um, his children are teenagers, they're like in high school and, um, and one of them is in colleg","I mean, you know, when you have these sorts of conversations, and you don't know the background of the people you're talking to, it's a real challenge","I had a little bit of trouble when I had to work on my thesis and the deadline was very tight, and my partner was not doing what he was supposed to be","I have been very, very surprised by how much I've learned. I've been reading, and I've learned a lot. And I've also been doing a lot of stuff on my ow","yeah I think I have a plan here so I am looking at the question so what is the question going to be it's gonna be I think I'm gonna have a pretty big ","I have a lot of interesting things I could do with the time I have left in my life. I've got to decide what's most important and how to make time for ","I'm not sure what it is. I have a couple of ideas, but I'm not really sure if they are going to work. I'm thinking of having some type of online surve","I'll be out of the country on a couple of weekends. I'm going to be in San Diego in February, then in Dallas in March. I'll be going to the Midwestern","I'm talking to someone. I've just talked to someone. We've been talking a little bit. They were interested in some of the stuff we've been working on.","I feel like I have a lot of responsibilities to my family and the people that I'm working with and I don't feel like I've really been able to get out ","I was reading this paper that the other day that I had written a paper on the fact that the people that were living in the community, in the old days ","And so, in order to get good data, the next step is to make sure that you're actually going to have that data, and you've got the software that you're","yeah, you're right. You know, we're in a place where we have a lot of different opportunities to work together as a team and to have some of those cha","the whole world's just so much more complicated than that. And then you have the added benefit of the fact that, you know, a lot of our relationships ","I'm just looking for things that have happened over the last year, so that I have something to say about, and that's in the research domain of my expe","I have an idea that I want to expand, which is that a lot of people are taking advantage of the pandemic in their own way, which is to say that it's a","the stuff you do with your phone. Like if you want to do some stuff to your computer, you have to first go to your phone to get to that computer, and ","okay, I guess what I want to do is go back to the part of the class where I was like, okay, well I just had a discussion about like what should I do a","and that's a whole bunch of different things that would be nice to have. So I'm thinking about that a little bit. The next thing is going to be more o","what does it feel like when a neural network, a model that is trained on data, is really able to generalize and perform on some data that it hasn't se","I was reading a paper in Nature about this paper called... I am doing this for a lab report... about... you know, how can we use artificial intelligen","I'm not sure if that's a problem or not. It's like a thing that you just have to deal with. I don't want to use too much of the word 'problem', becaus","and I think about the process of becoming an expert, and how much of that is actually in the data that you've seen. So I'm thinking about that a lot r","okay. The first thing that popped into my mind was the idea of... yeah. The idea of the mind as a kind of a tool for perception of the external world.","and that's the thing, though. The reason why it's important for me to do this is because I have a lot of theories in my head, and I need to find some ","and if I could come up with a solution to all of those problems, I would be an absolute genius. But in reality, I just know a few things, I know a lot","the 'convergence' of my attention, and that is the idea of bringing all of my attention together to be able to focus on a single goal. Now, there's a ","okay so you've got the machine learning and the deep learning algorithms for image recognition and object recognition and natural language processing.","and then there's the idea that all these things have to come from a certain amount of knowledge, right? So we don't know exactly how we do it but the ","and you have a function that has an inverse function, that's the same thing as saying the function, the composition of the function with its inverse i","okay, so what I'm thinking now is that there are three types of things that I want to talk about and maybe you could just do a quick demonstration of ","I've got the word 'problem'. I don't know how to approach that. I'll think of some problems and I'll see if I can apply this approach. Here's one: why","so what I'm looking at is if you have a two-dimensional representation of something and you're trying to create a three-dimensional representation, yo","the best thing about it is that if you want to start a business, you can do it for free. You can take any of these things that you have been learning,","but it's kind of funny, I mean I could put it on a graph, but if you wanted to put a graph together to say, well what's the correlation between these ","what's the difference between the first and second derivative? So the second derivative is the rate of change of the rate of change, or the rate of ho","and I was trying to think of how many ways to make a phone call in the United States, so I was trying, so if you take a cell phone, like the one I'm u","The model is a very interesting thing, it's really hard to create a model. When you start to look at a model and say, okay, I've got to solve this pro","and in the next one I can have a bunch of points. If you have a bunch of these points, you can find the mean, you can take the average of these points","I think you could, but I have to see if you could. But it would be hard to find something that's very large or very complicated. It's hard to imagine,","I would like to point out that there's this idea in the literature that says that if you're able to make an object 3D-printable, you can make it 3D pr","Okay, so now, I've done this, I've written down the list of, you know, the data for the functions. And what I would like to do is I would like to figu","this is the big picture in terms of what is happening to people in the world. I mean it's so complicated, it's so multidimensional, it's such a mess, ","and then you're in the house and it's empty, you know, and there's not anybody there. And there's no money. So you've got to go to work. And you've","I've had a number of things to think about, in the past, but then you start thinking, I wonder how much does it cost to put together a business, to bu","And I have a feeling that if you were to give a course in the use of a language to a non-native speaker, you would not need to be teaching the use of ","and the number of the universe is 18222... that's 1000 times 18 times 111... the universe is... a lot... a lot","that's a 180, 90 degree turn, right? ... this is a 100 degree turn. Oh, yeah. 10 degrees is the smallest one,","400, 300, I would need a 300 times 400. A 30 times 10 is 30. 3 times","And I'm making a graph, a graph of the motion, the motion of the ball... Okay, and I've got to find the coefficient of friction between the ball and t","a fish, you know, a fish that is alive, so you can feel all the water around it, and it is moving and so it is all the water that is moving and it has","I'll be over here and there will be a group of people and they'll be coming over here. You've got to be careful about the way you walk, about the way ","okay, we're at a meeting, right? This is the one with a lot of people that are listening, and we have a couple of questions to answer, and one of them","you could also have the ... what's the term they call the ... I think that was it? It's the 'three X.' So what they do, you've got a base, and you","I'm getting a little tired of the... well, the idea of having to sort all this stuff... I have a lot of stuff in my head, and it's not sorted. I'm thi","my head's full of this. The 57-84, 57, 84. I have that on my desk. And there's the 57 that I need","a little bit about the algorithmic problems of the fact that the way we work with memory is the way we solve algorithmic problems. We have a bunch of ","the fact that you're a male is the reason why your test is always a 100 and mine is a 50. This is a very common case. But of course it is","and the next part of the study, the second part, is where you're going to start from scratch and use a different set of words in a completely differen","I think that I need to take the risk of a 45-minute commute, I need to get more sleep, I need a bit more exercise. If I can get up earlier, get up","you know, I was at a conference last week on how to do research with teens. I was the one who got to go and be the student for that week. And we got t","the big ones. I guess this is the big one. The big ones are going to be like, I think you know what's happening with the economy. That's like this is ","I think if we're going to build a new office, we can actually have a shared workspace, not just separate offices. We can actually do a lot better than","and then I think, if the price of everything was really going down, I would definitely look at buying some more stuff. That's really exciting. And I t","and, I was thinking about that whole thing where I've always been wondering how you would pay for the things that you buy in bulk. So, that's how I go","we had a chat about some of our other work, and one of the other groups in our organization that we work for. And we're working on a project. We're bu","I'm an actor and I think that I could do this. I could be very good at this. And that's something that I could just, I don't have any problem with tha","I've seen an interesting paper, this is about this new thing that's come out that's actually quite novel. They're not really all that much work. You h","and so what they say is they're going to have a conference next year and that they're going to look at what's going on and how are we going to start t","And I'm going to, um, go back to the previous one and start thinking about what the, the most important things are to us in the, in the future. So I, ","we are very much concerned that as the country becomes increasingly more and more populated, the number of people who are in the workforce, the number","yeah so I think a lot of the time like you know the things we see or the things that we're exposed to or the things we read or the things we hear real","and this is, like, the thing about, I guess, with technology, with, with AI technology, is, you can kind of look at it like you have these like, these","the problem with AI is that they're very, very good at things that they're good at, but they're not very good at other things that they're not good at","it's sort of the other direction for the things I'm learning about and the things I find out about and the ideas I find out and the theories I find ou","I think the future is very interesting. I think that a lot of people are doing very interesting things. There are people working on AI. There are a lo","I remember I'm watching a movie. And I'm watching it on a big screen. And there are like a lot of people watching it. I mean a whole lot of people in ","and this is kind of an interesting thought experiment in terms of like what a car is... Like what is it? What is it made of? What are the parts? How d","it's been a while since I've played with them... they're a lot more complicated now... I'm not sure how I could replicate the game I had when I was li","the thought was that, if a person was given a choice between, say, a dollar, versus, a lottery ticket, the lottery ticket is going to have an average ","this is sort of like when you're in a meeting, and you're not in the meeting, but you're looking around. And you're thinking about something else, or ","I think of it as kind of a psychological experiment, where you get people and you tell them, 'Just think whatever you want to think,' and you measure ","and so that would have a lot of information. I'm just imagining right now, I've been thinking about this a lot. Like I was talking about at the end of","we are building the next generation of data centers, which are essentially large-scale AI systems. So, the thing I'm thinking about is the difference ","the main problem with quantum mechanics is the uncertainty principle. The uncertainty principle, so-called, is not an uncertainty principle. It is sim","[I] can't remember how to do that. I need to do some more work on how to actually build up a model for something like that, because I really need a mo","I was looking at some of the stuff you see in the media, where they're putting up some of these very expensive computers. We're at a place where it's ","[t]here's a lot of really interesting stuff going on here. You know, as I think about this, it's not really all that surprising. When you look at the ","and then I start to look at this list of possible questions that I might want to ask. So, I'm looking at these, and I'm looking, there's a number of t","And then I realized that I had no idea of the reason for my life, and I had no clue about the purpose of life in general. So it kind of made me realiz","we have been talking about how a lot of the early stuff I thought was kind of the same, I can see the same kind of themes throughout the evolution of ","I think it's kind of neat. I mean I've seen it on YouTube. You know I've seen a lot of YouTube videos about the brain and how it works and like how th","I'm not sure how I'd do that. I'm not sure I'd even do it. It's probably pretty expensive. You know, the cost of, you know, the research and the","there's a couple of different ways to do it... I can't remember what they are off the top of my head... I've been to a lot of conferences... there was","and then I'm thinking about the fact that I need to clean out some of these files and some of these programs in my computer, because I think there's a","I think that's one way I could think about it. That's a pretty cool thing. I think that's a pretty good thing to say. And if you have a bunch of these","this is the kind of thing we're trying to get to, right? Like, the way it was in the first two classes we're trying to put all the different things to","and then the next time they're gonna come in the lab to run some experiments and then we'll have that data and then we're gonna do like a peer review ","so I was working on this project at my office, and I was working with this group of students and I was trying to get them to give me some feedback. An","I am still thinking about this... the way that this is like the idea of like how the brain is structured... that you can like train your brain to do c","and you know, one thing that's sort of really interesting with AI is you're sort of, like, the more you train it, the less and less humans that are in","I'm sitting on a plane. And I'm listening to the sounds of the plane, I don't know if the plane is moving. I don't feel like it's moving. I feel like","I was thinking, I'm gonna see my son, my daughter. They are about to start work, so I'm gonna say, 'I'm coming' and I'm gonna bring them over here","[the] things we have learned or things we have been exposed to, or things that we have read that are interesting, things that we found interesting, or","we talked about, you know, the different different, the different types of different types of variables that we need in a good design experiment. And ","the next step, and maybe this is kind of obvious, but the next step would be to have a chat with all of the stakeholders that are involved, because, u","that's what you mean by it, it's like you're a real-time person. So the way I would think about this is like, I want to get into the same level of det","a lot of people have a lot of trouble with their mental health, and there's a lot of stigma associated with that, and so they don't want to go to the ","you know I think my main interest is in the design space of what are the best algorithms for training large language models. And I'm sort of obsessed ","and there's like, I feel like a lot of things in my life, I've been really lucky in my life. There's not that many things that have really been like, ","uh, I mean, you know, and yeah, you know you're, you're doing the research on it but I mean, but I mean it's also like you're also seeing what's","I've been thinking a lot about the data science industry. How big the data science community is and how important it is in terms of business applicati","I'm very interested in the history of this stuff and also the technology of this stuff, and I'm very interested and I've been to a couple conferences ","and it's also the case, but it's the case that... when you take the example of a... a... you know, the case of a country that's, you know, in a","and then, that's, I'm thinking of my mom's funeral and all that happened, and I, and I'm, I'm, and I got to see some of her family, you","And so I was kind of like, that's interesting. So if we kind of look back to some of the other, you know, the other conversations, the other like, kin","the things that are really important to me, I'm not sure that I understand. I'm trying to figure out what are the things that really are important for","uh, there's a lot of, um, a lot of interesting things in, um, the world of physics that, um, I've heard about, but never, never really gotten around t","yeah, it's kind of hard to have a sense of perspective, a sense of scale of a problem, because it's kind of the way that there are so many different p","and then when they are younger, when they are little they are still able to get that experience and then you know it's not that it's like that you kno","okay, so I think about how my company is like, and so I think I'm trying to do something with that. And then I think about well, if we're going to go ","we had a good year last year. I think this year we're going to do well. So you know, I'm excited, I'm hopeful. I'm still working on my ideas and worki","The most interesting thing about the process is that you know there are other people, but you don't know what they're thinking. The people you know, y","you're going to get a bunch of different things that are not directly related, and that's okay. So, just be honest and open and try to record as much ","I'm thinking about how my thoughts are always about this, you know, the more you think about it the better it gets, and it's kind of like this, like t","so it's a little bit of a weird experience for me that I'm actually doing this while I'm lying down on the couch, I'm not thinking about doing somethi","you know that's the thing. I mean, that's the question is you know, if you don't have any emotions, then that means that there's a lack of emotion and","And then I would imagine like I'm a painter and I'm looking at my canvas. And I'm like, how would I paint this? What colors would I use? Like if it wa","this is kind of an interesting way to think about it... the way that I think about the... the way I think about it, is this is like the the first stag","and it was like a bird that flies but doesn't have a wingspan and it just flies around the room. And then you could see the floor was kind of like a, ","we've got a little bit of a problem here. I feel like I'm, like, really, like, you know, really, I feel like our ability to create new molecules. I fe","I have this idea of taking a little bit of a pause in my life. So if I were to take a little bit of time off, maybe I would think that it would be a g","that I have a lot of trouble, a lot of work, just dealing with my own system. You know, it's a really complex one. So I'm a really good example of wha","I've been thinking about the nature of the universe and how we can use physics to make models about the universe and this idea of what does it mean to","this is all just some stuff that I've learned on my own. I learned this from my own research and this is the best I can do, but there's a whole bunch ","oh, we have a lot of that in our society, and we have to keep in mind that, as we look at our society, we have to look at it from multiple lenses. And","I have a car accident and my car gets destroyed, but the part of my brain that's the computer part, the one that's like, the neural network that's rea","and you're wondering about the reason why your own work is not getting as much attention as it deserves? And also, like, maybe, maybe there's like, a ","and then in terms of what I was doing in my career, I've been really lucky to work at some great companies, and I've been able to work with some reall","And I think that if you take a look at the world of business, then I think you have two camps. I think that the old school, the old business school wa","I don't like to use the word 'interfacing,' because it doesn't seem quite right to me. The whole point of it is that I don't want to have a one-to-one","And then you go to the next one, and you just think, oh, well this one is pretty simple, so let's just see, how is this one going to play out? Is ther","I don't know how the person is going to respond to it, so you just go with the flow. That's how I did it. It's really hard to plan these things, so it","I want to get a book that has a lot of references to a lot of people. Like, it's a good source of information. It's not just about me and it's not jus","I was sitting with this guy who was like an employee at this startup and he said that the reason that they did their first meeting was to say that thi","the entire reason the universe exists is because someone said 'hey, let's make a universe.' You know, 'Hey, let's get to know what's out there.' And t","I am thinking of a new project for this site. What I'm going to do is to take some of these posts and turn them into short books. I can just write the","... ... I just got an email from my editor that he's gonna take my book out of the market. He's gonna send it to a publisher and make it available aga","I think of my students. I think of all the students, I think of them going into the field. I think that I hope they will be successful in their effort","the things that I'm really working on are, I mean I have two children in the U.S. right now who are in the 9-12th grade. And so we've had","[I]n the beginning of this year I was thinking that it was a little bit a little bit easier because we were transitioning from the 39th Congress to th","and I'm going to do a presentation on the role of the Chief Justice, in the future, as the Chief Justice of the Supreme Court. And that was the first ","and then I get a lot of good ideas because I'm really involved with my own personal life and then I just take time to think about the issues and then ","we could do a lot better in that area... I don't think the university is doing a good job. The only problem I have with the university is that I don't","it's the thing that is always on the surface of your mind, which you can't take action on, or it's on the back burner, but you've got to have that fir","I'm thinking about, uh, the, uh, [I'm] thinking about, about, uh... uh, the idea of the, uh... of the, the, the relationship between,","And I mean, it's a good thing that the United States, we do have the right to control the economy. It's a good that we do have control of the economy,","and so I think what I was trying to say was that if I think about, I don't think there's any way, you know, there's some people, there's some politici","this is an experiment on the human brain and this experiment was designed to measure the activity of the human brain, but, but we have to take a lot o","I'm looking at a line graph, and the line graph has some different numbers on the x axis. And they're labeled 9, 19, 29, 39,","well, I mean, they are, they are somewhat... they are not directly, you know, directly related to the task at hand. They're more... it's kind of like ","okay so there's something about the way the brain works, that if you take something that's been conditioned, something that's associated with a certai","I'm going to be at the dentist this afternoon. I think I'm going in for a root canal or something. I've had a tooth for a while that's not healthy, an","So the other thing we do in our daily lives is that we don't spend any time really looking at the earth as a whole system, you know, how all of our ac","I don't know if you've seen, but the new computer, they have an operating system that's very similar to Microsoft but not as robust. It's called OpenO","I can't tell you, and you can't tell me, that you've seen the end of the world. You know, you've seen people go through this in the 1980","I mean I think this is like, I think that there's some sort of like a global system of like, I guess, a global system where if one country gets involv","we want to use a lot of different types of evidence, a lot of the evidence that we have, we want to make sure that it's all being used to make the bes","and what I've been thinking about a lot recently is I guess I mean is what kind of data sets are really necessary for AI. And, I guess I'm going to sa","so there is no reason to expect that these types of patterns would be anything that we could have predicted in advance. We've had some preliminary res","the moon is almost full and it's a couple of days until it's full, it's a moon full. That is to say that the moon is going to be full, which means it ","a new development of the US administration in relation to the Middle East is that they now have an interest in the development of a new political syst","And then I'll get out a new type of paper, I'll get the kind of paper that is environmentally friendly, you know, it will be made out of recycled pape","I just had a thought, I am an anti-scientist in many ways, in my thinking, I think, in my understanding of what science is, in my appreciation of how ","and then there are the people who say that they're not going to do something or they're not sure but they're going to do it in a week or in two weeks.","and the 25th of this month, December 25, that is when it all comes to a close, in which case, what is the next step after the end of the year","there is a question about the universe as it relates to the concept of the God. God in the traditional sense would be something that exists above the ","I'm on a diet. I am on a diet, and I'm not actually eating any protein. I am actually eating a lot of carbs. I think there's some sort of problem. The","a bunch of other people, or even one person. I'm talking to other people, it's a very big community of people that we're interacting with. There's a l","and I thought of the fact that that was the point where we decided, when we were deciding the structure, the framework of this thing, that we're going","well I'm talking about how we want to be able to keep these people safe, right? If I am the head of a research program, and I'm looking at, you know, ","the people are... the people are people and people are people. They're... the people have to decide, and the people are, well, we've got a democracy, ","And then they'd all go up in smoke, and then they'd start to grow. And they'd start growing out of the ground. So that they'd have a really good chanc","this is the most important one. I would just like to say that there is a need for us to understand how the process of time itself works, and not just ","and that's where my mind went. And then I would go back. It was kind of a process of getting the message through. But it was interesting how this work","you know, like that's why I have a good memory for some things. I remember them so well because I was a part of them, but then, you know, you can't ha","I'm thinking about a conversation I had with someone. They were like, you know, you have to be careful if you are using the computer to look at someth","okay. So, the last time we're here we were talking about what are the things that we would need to do in order to have a sustainable economy. And, so ","I am in a lot of meetings. I do a lot of meeting. So I think it's, it's the real. You know, it's real important to be able to manage your time","we're talking about the situation right now, where we're in the midst of this pandemic and everything that's going on with the economy and how we've c","I'm really interested in the work that you have to do to create the thing that we want to create, so it's always kind of interesting to see, because t","and there's a lot of the old generation who are still going. They're not really going. They just feel like they're not going. But they're still going.","and they're talking about some sort of a technology that's going to replace a lot of the things that we do in the private sector with AI and what's ca","I have been on a lot of calls and I've had a lot of meetings in the last week. I don't know if you've had this, but they have a new feature coming out","a big chunk of the population of the US. It's a lot of money. I know that from the past, the government is going to use that to create jobs, which is ","The human brain is in the best sense a communication machine. It is not a computing machine, but a communication machine and that's the most important","and so then the way that they can get at it is by putting people into situations and then seeing whether they behave a certain way. ... in many ways, ","this is a big deal to be able to say that the risk of a new vaccine is going to be lower than the risk of not getting a vaccine because a vaccine is s","I can't get enough of it. I just think it's such an interesting way to work through problems and it's a way to, you know, think through problems that ","you know that when you think of a problem in an organization, and you're in a meeting, and someone else says, hey, I have the solution to this problem","I'm trying to figure out how do you get a good deal from a car dealer. It's very difficult because you don't know who to believe and how to do it and ","I am working on a software system which I have written myself. I am in the process of designing and developing a new application software system and I","there was a whole lot of work in this industry that was done on the basis of the original technology and the original knowledge base that had been ava","and it was a lot of different kinds of stuff, but the important thing was that it was an ongoing conversation with myself, with my mind, and the conve","I've been thinking about the whole notion of what I call the 'cultural heritage.' When I think about what I know from my own work and my own experienc","It is not just the issue of the distribution of resources for education that we have to think about. What about the social environment? I am sure we k","[I] was thinking that the 'neoclassical' theory of the firm, the idea that firms are basically profit-maximizing, self-interested, rational actors, is","I want to live in a world where everybody has access to this. I want to live a world where every citizen is a researcher. I want a world where people ","so much of that was, to me, about the nature of how people get into power, how you get into power as a nation. I can remember reading a book about, li","I'm reading a book by the Austrian historian Fritz Fischer called 'The Long Decline of the European Economy,' which I recommend to anybody who is inte","And this is the reason why it is important for us to work together as a community in this area of technology, because if we can break into the market ","And then a big change. And that is, of course, that the rules of the market economy are not rules of nature. You have the rule that if you don't pay y","it's really funny because when you look at how we, you know, the whole country is made up of people who are people and I mean, it's a lot of people an","and so they get, the companies get a lot of money, the money that the government gives them for this program, the government can't spend it because it","I'm looking at a group of people. And they're all over the world, they're from different cultures, they have different religions, different languages.","It's quite interesting to talk about it, because I know that I'm always making a lot of mistakes, but when I look at it from the outside, I see a lot ","it's a very, very important issue because the only way to really get at what is important for a company is to look at the technology, you know, the ki","and then he's like, oh, and then this one thing is the problem is this, which is, well, this is what I see the problem is, if you have an AI system th","a new technology... a new technology for a new technology, because we know we live in a time of the first, you know, a big transition, and so the firs","what we are in the United States are in the US are the highest wage earners in the world, the highest wage-earners in the world. The reason we are the","So if you can say yes to the next step, that's a very important thing, because the next step is the first step to becoming a new human being. But for ","So we don't want to go for a third time and I think we should stay at this stage, because I think this stage is a stage that we are not in a hurry to ","I'm very worried about the global warming debate. We have to be very careful, because it's a very strong issue. We have some people that are very, ver","and it would be really great for a company like that to go forward with the idea that they're not only not going to go after China, but that they're g","you know, and I think that's what we should have a lot of these folks in our country be very familiar with, and I know that we do. In fact, I think we","the idea of the creation of a new type of industry, a type that is in line with our values and which would also have a certain positive effect on the ","[t]he thing I would like to do would be to have some kind of a comprehensive model of all of the different kinds of legal instruments available in the","I am thinking about how, you know, there are lots of people, the people in the world are just trying to survive and there are some that have more and "],["I had to pay the telephone bill. I have to pay the bill for the house. I can't remember the name of the man who gave me the telephone bill. It's alway","that's what we need. The big thing is that we need a good leader. We need someone to take responsibility. I mean, that's the problem with a lot of peo","I'm just curious about what you would do. If you're the kind of person who would have done this kind of thing, if you were the person who would go bac","And you know, I think about the other students, too, and I wonder what their thoughts are, too, you know, like, 'You know, I wonder if they think like","you know, I can't imagine what it's like to be a human. I mean, if you look at it, how many years are we on this earth? You know, what's going","a lot of times I can remember a little bit of the situation, what they said, but then the words don't really come to me. I'll get to the point, and th","and that's what happened when I had a cat. ... And so I was in the hospital and the doctors were worried that I was going to have a stroke and they ga","I'm just talking about the 1820s or the 1920s, that sort of period where it's so bad that it's just going on. And what's","and I don't want to, you know, make a mistake in my own family, in my own personal life. I have two kids, and I don't think they've got an example in","I had to give the patient to his wife... and he told me, 'You've got to give him to my wife.' ... It was a long, long way, but it was a very","well, it's like, like I said, it's not like I was like a 40-year-old woman who had a divorce, a 42-year-old woman. And, uh","you know I'm not doing so well, you know. I'm doing okay, but I'm not in the greatest shape. I mean I got a good job. It was an insurance job.","I'm going to have to find a new job. I've been here for over 20 years, I'm a senior consultant for a very large firm, and I'm at my age when","so I was wondering about that and that was one of my goals last year in getting the [Society for the Advancement of the Christian Science Research Lib","[P]aralysed because of this war, I'm just very concerned about the world. I think that we're going to be more and more, probably, if you want, totalit","it's one thing for me to say that we're going to take it, and to be sure that we'll take it and go through with it. We don't know what happens. It mig","and they'll come and do that and they'll say, 'Look at this, this is your home, this is yours.' And then it's all right with me. Because I've got a","[B]ecause I'm worried about the potential of [my] own children having children, and that their children might not be as concerned as we are about the ","we have been here a week now and you have not seen the day, you have been in the dark. And we have been trying to keep them quiet, but they are gettin","but the other day I was in the park with my friends and we were talking and the subject came up to the problem of war, which is the big question, I me","And you know, when we say you can't make a dollar, you don't make a dime, that's not true, you can make a dollar. You make a dime if you sell your","Now, my children are in a rather unusual position, so, and, my children, I'm just talking here, I don't know what the law says, but they were born in ","in the city of Pittsburgh, the city of Pittsburg, the city where I went to school, it's a pretty good place to go for work, it's really a good place t","I remember I was born in the early 50s. I remember, well, I was born on the 21st of December 1952. I remember when I was","and we just got a 500,000 dollar grant for our research project. And we are doing it on a six year basis. And we have three different labs. And so","yeah, well, they've had a lot of money, but they've been a little bit careful with it, too. You know, they've always been, you know, they have the kin","and he was in a town which was a small town but very picturesque. And it was a very large community. And the little town was called Port Townsend. And","well, I think I'm going to have to leave. It's late. I think I'll probably go to my office. There's something I need to get. I think that I'm going","and so that's a major part of it, the thing about the paper, is that, and the, I'm sure that the whole board, including the board, the board of the co","so that's why you're all in the same room because you know there's not going to be a problem with you. And there's a problem with the other person. An","It was in the seventies that the first studies were done to see whether one could actually have a functional brain using a brain that had been in stor","And if we look at it in terms of the United States, the United States has a lot of trouble with the law and a lot of the trouble with the laws is that","I guess there's no way that anybody could know in advance what the best course of action would be, or how a company is going to react. That's a diffic","... [I]t's a little bit of a trick, I suppose. And I've heard other people say that you can use that as a means of getting at the subconscious. And I ","I'm a very slow walker, and the next day they'll have me walking in front of my company, so I'm not going to walk, I'm going to sit in my chair, and","and, you know, you don't need the other countries in Europe to have a common market for you. You know, there's no reason why you shouldn't have a comm","a little bit of the business of being in the United States. What I think we're looking at is, we've got an enormous population that's going to have to","I'll get them to give me a $10,000 grant to do this, because they can't believe how much research goes into this project, and how much more research w","that's why I'm going to be a real estate agent and I'm going to start a company and it's going to be called... The Golden Age and we're going to have ","now I'm wondering... are the people... are the politicians really as dumb as we think they are? I mean, we think they're dumb. Is that really the case","if the number of people who are working in the private sector and the number of private sector businesses that are thriving and growing, and creating ","and the next step, I think, is to do some more work on our model, the financial model, to see, well, what is going to happen. And then, then we have t","And I would say the government should do this and do this and make sure the price of the products are right. The government should do the following, a","It's a good question. The challenge is that, obviously, this is a new paradigm. It is going to take some time for people to understand that, because, ","I was thinking about my mom, my mom has been diagnosed with Alzheimer's, and she's in a residential care facility now. She's on a bed. I was thinking ","and this is what we have to look at the world in this way: the world is not going to come to a halt. We have to find a way to manage. And that means t","I have a very complex life in the sense that I have a very diverse number of projects, both in the private sector and in the public sector, and also i","we know that this is not a solution. What is the solution? We do not know how to do it, but we have a couple of approaches. One of the approaches that","so the people who were with me during the last meeting, which was two weeks ago, and who have now returned, I want to invite them to return to the mee","I was just going to say that, what we want to do in a society is we want to get the people to believe that they're the ones that are doing things that","so the problem is that there are not many countries that would want to be involved in that particular scenario. You know, there is only so many countr","a lot of the reasons for why we have the system we have today, and it's a little bit ironic because there were a lot of people who are very critical o","yeah, there's the idea of the world that we live in is so complex, it is so complex that if we don't have a way of simplifying it, if we don't believe","we're just going to make sure that we don't have any major disasters, but, you know, that there are still things to explore. I'm very interested in th","[I'm] not sure how to write about the work, because the work itself is very specific, and I don't have a lot of experience, you know, thinking about t","I think one of the things that the US is going to do, and I don't know whether that's something that's already going on, is that we're going to find a","my wife was talking about her plans for retirement and things like that. And I was trying to think about what I was going to do. And, in particular, h","I don't think I want to go. I don't want to go to the meeting. It's going to be so bad. I can't think about it. I feel like I can't","It's not the same as, the other, the other thing is, the other issue is, is that, that's what, what is the difference? What is the difference between ","I think I'd like to become a professor in a university. I'd like to do my PhD in some form of the philosophy of language. I'd like to be working on wh","you can be creative. I have a colleague who is a psychologist and is very good at dealing with creativity issues. I know him from the Netherlands, and","but I have this idea to build a school. You know, the way I think about it, the school itself is very simple, it's just like a regular school with a t","I see, for instance, I think we've discussed a few different things about the nature of the relationship between the public and the private, and some ","there's a certain part of me that feels like a certain part of my life. I've done this for about 30 years now and I'm just thinking about that. And I ","and I have had a lot of thoughts and I have been trying to have a conversation about this, but I can't get the word out. I was talking to someone on a","I know what they do is wrong, and I'm not happy about it. It's like I'm seeing a group of friends, and I want to talk about things with them, but I do","I'm going to read this paper that I just got done, and I'm going to try to get a few good quotes, and I have to make some notes on it. So I have to","and the other problem is that people are very, very bad at doing the things they want to do, even though they know it's good for them. And I think the","this is not what I was planning to do in the first place. I was planning on doing more of a comparison, comparing a bunch of things, and then I'm goin","it's not just you. So I've heard. There are people that say it's like, I've heard that you know, that some people are like, 'Oh, yeah, my wife","it's sort of like that... I guess it's a little bit of... that's actually one of the things that... that... that's an interesting question because you","I had a thought about some kind of a brain stimulation. I don't remember exactly how it's called. But what if we just stimulated the brain of a patien","So, I've been doing the thinking on the future of my work. I'm looking into the future of how do I get funding for my work? How do I get it funded? Yo","it's kind of strange that the main thing that has come to my mind was this question about the purpose of the universe, right? So, I think that we have","I think that's the one that's going to make the big difference in the game. What was the other one? You know the other one, we talked about it in the ","I have to do something to find out, you know, if there is a cause and effect, the idea of the cause and effect. I'm going to be talking to the people ","It's like if I were to do an experiment and then I were to say, I want to know what people believe, and I do a bunch of experiments on people's belief","I think you're getting a lot of the wrong kinds of papers. You're getting the wrong kinds of articles, you're getting the papers that are already publ","I'm working on this paper that I have to write this weekend, and I'm kind of struggling with the title, because it's a really good paper and I know th","I'm thinking about the current debate in philosophy about the definition of the terms 'ethic' and 'ethics', and there are several schools of thought o","I'm not sure what the question was. I just kept thinking about the question and saying it out loud and thinking about what I would say about the quest","I was a big fan of the X-Files when it first came out. I think it was an interesting way that they tried to bring in a bit of a supernatural element i","The [b]lack [c]ompany. [d]Black company is a fictional group of special operations soldiers in the [e]Star Wars universe, who were created in 1","that's probably the best way to do it. Okay. So we can go ahead and make this. Now the first thing I need is a way to generate ideas. Now we're gonna ","and you don't have to use it, I think, for some reason. And I wonder why that is, like, that I wouldn't need to use it because I do need to use other","if there's no more to go on. And you're working on that. So it's just you're not sure that's the best approach or that's the right path. So then you j","and there's no reason why it can't be a tree or a shrub or whatever, there's a lot of things, it's got a bunch of leaves and a root system, I guess","okay, so it's been a long time since I've really used a calculator. So the first thing I think is, you know, let's do 1.5, and I'm going","so that means that there's like a third, a fourth of the population that are over 50 and under 55. And so if you take 25% of 50","I am going to go back to the site, and I want to do this project on the 200-year period and the 1000-year, and then we'll see what","I am going to have to, if I am going to be a really good economist, I'm going to have a degree in economics and a degree in finance and I'm going to t","I'm a 59-year-old female. My name is Sarah. I work at an engineering company where we design systems and systems, like the kind you see on TV, and stu","we had some issues with our last [19] team in that the last person in the team, the fourth person in the team had a problem that was a lot of his time","this is all the words I have ever seen in my lifetime. That's what I'm saying. All the words that I have ever known. All the stuff I have ever had. I'","that's interesting, that's why they can't build a new hospital for the city, because they can't find the money to do it. So they have to go to the Nat","this is what I like to think, what I like about the new system. I've always been interested in the fact that the new system is a lot more flexible. It","a lot of people don't realize that you can't do that. We're going to see the same results that we're going to get in 2027, and then the market is","and then when they started going to war with China, they said, oh, this is a great opportunity for us to export to them, and it's the same thing today","so you have to understand that there are several kinds of people. We have the people that are very competitive, and they just want to take a shot at i","And so, in a few minutes, I will have all the code, all the data, and then I will start, and I will do this in three stages. So, in the first stage","the two women on stage that I remember are the same. ... They have the same look, the same eyes, the same everything. And I don't remember there was a","it's about a place, an area of the brain that I've been thinking about a lot in the last few years. I'm going to say something that's a little bit con","and there's another question I have to ask myself, and the question is, are we at this stage, the point that we have to start implementing a new techn","and you're thinking about the future, like you know, when you were in school. You know, all these years, you know, you have your kids and you're out t","And, you know, if you have a new product you want to launch, and you are in the research and development process, and you want to create new products,","but I just got the news that a new kind of computer has been developed at the University of Pennsylvania. This is called the Excalibur machine, it has","so here's my question then, why do you need so much more data to do this problem? There's only four of us. Well, actually, there's only 15 or 2","and we were wondering, what if you could... [pause] and... [pause] we were wondering how you could, I'm not sure, if it's possible to predict how the ","[I]t's been a long time since I've been to a class on the internet and I'm curious to see, is there any way I could be able to go on line classes and","we'll say it's $1,000 per year per user. So if we have 100 million users, it will be $100 billion in revenue per year for","so you're in the position of being a customer, right? You're a customer that you want to make sure that they're going to have some kind of return on t","And then we're going to be doing the same thing again. And there are a lot of people, a lot of individuals out there. And when we get the big numbers ","if you say you're going to do something, then you better do it. Well, I think you're going to have a big, big problem because you're going to be on yo","[about] how do you measure how many people are out there, that would be able to actually be used for that [treatment] in terms of the [counseling]. Ho","my wife and I are getting married, I'm going to be the father of a child... and my daughter will be 32, and I will be 66. And I think that","we're going to have to get a new school system, because the old one's just broken down. The old school system's just broken. It's just broken, broken ","the number of women with a college degree is growing, and the number of women in the military, in the armed forces, the number of African American off","And they have all these different positions, these different views of things. So, you know, one is like, the best way to make this happen is to get th","and, in fact, what I think about is the idea that, in some way, what happens in the world is going to be affected by the world we've been living in fo","yeah, I'm in my car, in my car. I'm at the top of the stairs. I'm going to go out into the world. I'm on the top of a ladder.","the other side of it, we could see the opportunity there, in the short term. We're now in a position to take advantage of that as soon as we're able. ","and you could say that a lot of these are examples of people who were actually living in poverty, but that didn't mean that they were impoverished in ","and so they're going to give out these 160000 pieces of gold, and you're going to get 16 of these pieces of gold in your portfolio. Now,","I think it's probably something that you might be able to do for me as a personal service. It might be that you have the ability to make a determinati","I am here in my apartment and there is a computer which I can access, but it's a slow computer. There's no bandwidth and it's a pretty slow connection","I don't know what happened to the United States. I mean, I've been a strong supporter of the United States throughout my life. And I think it's a very","in my mind, there's a guy that I saw in the newspaper that's a terrorist. He's a very big guy. He has a beard. His name is Abu Nusair. And","there's a lot of people who are coming back with a lot of money, a lot of guns, and a lot of hatred. And this is going to be a problem for a long time","the main thing to think about, of course, is what does the next generation of young people in the US know and what are they thinking about? The next g","I have been to the planet Earth twice in the last six years, and I have to say that it is a beautiful planet. It's not a beautiful planet anymore. I r","[I]t's amazing, though, that [the US] military is actually making us pay for that. Because it's been shown to me over and over again that what you do ","And we were talking about this, the world's going to be at a point where, where it's going to take over. And it's going to control all the machines. A","so I think that it's important to see the other side of the coin, which is that it is important for all nations to have the capability to defend thems","and I'm in a constant struggle with my boss and I feel like I'm going to die. I feel like it's an unfair system, and it's just like a nightmare. And I","the role of the church in society is to provide moral leadership, to provide a moral framework within which people can live and thrive, and to provide","and the idea of what it would be like to be able to just run to the street and not worry about getting shot by a police officer, or to have a legal sy","and this is the point where I really feel like I need to see the world as I'm looking at it. I see this as a problem. I see a lot of people, when they","we don’t have a great deal of data at this point about the long term effects of the pandemic, right? But what we do have data on is the short-term eff","I think I have to be a bit more critical about the way I go about doing this. So I'm looking at the evidence, and I think a lot of this is probably go","and that's that. That's an issue that we need to talk about in terms of our business strategy. And I would suggest that we, at this point, have three ","The issue of the role of the market in society is a very interesting question, and I think it's a question that is actually in the context of what I d","I'm not sure that is right, but I don't think that's what's happened, because what the other thing that's happened, that I believe has happened, is th","it's quite simple: I think, I work. I've got the tools and I have the capacity to work, but I need a market. So, for example, it's a question of","the process is ongoing, so there is an ongoing re-interpretation of that data. There's a lot of feedback going on, so it's an iterative process. In fa","it's also important to think of the economic side of things. How do we ensure that we're not, for example, spending money on this, which is going to c","And I thought about all these other companies that have all these things that are being funded and are being driven by their government. And it's just","[T]hat I think, but I'm not sure how to put it down, in a way that's going to have the kind of impact that I need in order to make some change in","And so when we talked about the things that would make sense, the things that we'd want to do, I think that one of the things we need to focus on in t","the part about the politics of the Internet. This is where you have to look at the Internet as a business model, and the business model is very intere","So we've been doing this for some time. This is the kind of stuff that was very common during the early part of the last century, right? And we've see","I was talking to somebody and I was thinking of how there's this sense of the past, the past is in the future. That the past is going to be the future","that's what we're trying to do and that's what I've done. So you know, when you think about it, that's a big change, but we can do it and I think","I think the thing that's going to change is going to be the availability of better data. Because, you know, when we talk about climate models, and how","and I've been doing the same thing in my career and it's been very important because it's just kind of a very simple thing, but it is that I have this","it's actually more interesting to see what happens in a situation where there is no more any feedback and where we have to make decisions on our own. ","[the] idea of using a robotic device to learn about how people actually learn is very interesting. We have many ways of looking at how people learn: t","what's the thing that's not happening here? I'm talking about the fact that people have different mental models of reality, right? And then they use t","this is what I do, when I have a bunch of these tasks, I will look through them, and I will sort them by what they are, and then I will try and figure","and you know, in the last year, the fact that I'm sitting here on my own, is a huge benefit to me. And it's a huge cost to me, but the benefits have","and that's actually pretty interesting because if I look at the work that we do and I look at how much data we generate and I think about what it's go","you can see that's a huge improvement. In the previous run, there was a lot of code duplication in that section. It was using a lot of repeated code, ","and then you have to think about what's happening. It's like in the matrix, right? I don't want to say anything about the matrix, because I don't know","and then there's all these other people around me that I don't know, but I think they're probably a lot more sophisticated. And I don't mean that as a","and then it's like the idea of a hypothetical world where you're the superpower, and you've got a certain amount of budget to spend on different kinds","it's going to be a little more difficult because they're all the time thinking about the quality of the data that comes back. And they've all had this","the goal is to actually have a long-term strategy that can actually get the results that are needed and not just a quick fix. It's actually a longer-t","I've got an idea. I'm going to set up this database that we'll call the 'mind set-up' database. It's going to be a database that is set up that has al","I'm gonna need to update my resume and I've got a big backlog of tasks that I need to get through in the next couple of weeks to get up to speed with ","you know what's funny? When I think about the idea of my PhD work, I'm kind of surprised it's not more work. Like, it's not really a lot. I'm not","and that's an important part of my thinking process is to do a lot of back-of-the-napkin thinking, because then you have a lot of data, a lot of ideas","I guess that's the way you know you're doing your job well is that you're not being called in for these investigations and you're not getting these co","I was looking at an article in the New York Times that was talking about the rise in the cost of energy and how it's going to have an impact on our ab","that's actually a good point. One thing I've seen in the field is that people will make the same mistake in the field because they're just too busy to","oh my god I have to get to work in 30 minutes and I have a conference call I'm trying to get a hold of my account manager and we've had a disagreement","so it's, so this is a little bit of a challenge. I mean, what you're describing is an environment where there's a lot of uncertainty and it's, it's ve","I'll start a new career after this. I'll probably have to do a PhD, because I'm pretty certain the current position will end up in the middle of the n","I remember last week. I think I did some kind of analysis or something. And I think what I did was I actually just, I just had a little bit of a meeti","the most important part of the day is going to be a big meeting in the next few weeks with all the stakeholders from different companies. So we are tr","I am doing the best I can, and it's still early. I'm going to go and sleep on it. I think I should have some sort of time box, I'll make sure that","I just had a thought about this. We need to look at the data of the current week, so that we know that there's a lot of time to go ahead and move into","[00:16:39] Now I was thinking about a course in the future that we will have. I think it's like one of the first courses we have is going to","and then that would be the end of the week, then it would be time for them to go and prepare for the next week and it was very good experience, becaus","I just woke up and my son is coming home today. He's been out of school since April 4th, and he'll be coming home on Saturday and I just had a little ","and then that's it, I don't know how I can handle my son right now. He is driving me crazy. It's the first day of the new school year and I don't feel","I don't know what the answer is. It's still out there. It's going to be tough for a lot of people who are going to have a tough time making a decision","so the project is due tomorrow, and I had a lot of trouble this weekend, but it's good because it was a learning experience, and I'm happy that I lear","and I'm thinking about... a... I know the word, I just don't know what it is... and then the... and I was reading something about this, like I read in","I mean, you know, like, so you have to, you know... so you have to write it down. So you have to like, I think you should write it down, because then","I am going to have a class on Friday that's about, it's actually for the first time we've really looked at this from an ethical standpoint. So it's ca","okay, yeah, we did a little bit on that. We were also asked to do something, we were asked to write an application. I think that's one of my favorite ","[the] reason why I'm studying this [the book] is because of a conversation I had with another teacher about how to implement the work and the work in ","what if you're really on the cutting edge, you're really into quantum physics? What are the implications? Well, for quantum physics, I'm going to do a","I'm actually really, really interested in this because this is what I'm working on now. So I'm really interested to see the results. We have a bunch o","that's sort of my approach to work, like, I've got an idea in my mind, and I'm trying to come up with a way to test it. And so I have sort of","it's something I was wondering about. The relationship between the ability to find a good problem. I think you're like you're like an engineer, right?","and the thing is that it's about 2016, 2020. I mean, I don't know if we're still going to have the same kinds of jobs.","I guess the reason it's hard to understand how it would be like to have a brain in another person is you don't have experience in the world of a brain","and in the middle of the session there is this, I think this is what it is: there's a part of you that's very interested in what the future has to off","I don't know why it's a question of thinking about something. You don't have to think about something. If I have a thought and I remember it, it's a t","I've been thinking about the future and how I can have an impact on the world and I'm thinking, as a member of this organization, I can do a lot of wo","so we see that all of these things are so connected. Like in my experience, it's very similar to the things that are happening around me, in the world","[the idea] of just working together, of being in a place that's working, where we could all work together to create something and then be able to shar","And then I went and did some other things and did some work, and I spent a lot of time thinking about all of these things that we talked about today a","[I am] thinking about the world, thinking about this world and how it's come to be as it is. I'm not sure that I can change it but I do believe that i","you can't be surprised when you hear something that is about to happen and it doesn't happen. That is a failure of the universe. That is an example of","this is one of the things I don't think about, which is the thing that really drives me up the wall, which is like I say, the future, the future's unc","I'm going to the grocery store right now. I'm going to buy some fruit. And the next time I go, I'm going to do the same thing, and I'm going to notice","I'm working on some papers right now, and one of them I'm trying to finish writing and it's, it's been a while since I've started this one and then I ","the last part is the same. I think it's going to be a very good idea to do this. The last part was a really good idea. The last one was a really good ","I want to see if I can do some of the work on the internet, so I can see how I would do that. So the idea is that you start with a blank slate, and th","and then it's a pretty simple matter of just taking the time and actually figuring out, okay, what's the most effective way to, how do I get that done","I'm still getting the feeling that this is going to be a really long post and I don't really know how to get around that. I've already started writing","yeah, so, yeah. So, yeah, so... it's pretty good. So... so, yeah, I don't think that I'm gonna have anything else to say. I think that","the thing that makes the difference between the two, as far as I can tell, is that one of them is more flexible in terms of how it's presented and how","I mean, and that's not the end, and I can just show you how this works, if you're like, yeah, you know, I'm interested in that, right? Like,","it's just a feeling that I'm kind of out there, you know, I'm not in the right place or I'm doing the right thing or I should do more or less of this ","just a few of the people in this room. And it's it's it's something that's really interesting because, like, even though it's a pretty large group. If","so I've got a whole bunch of things to do this week. One is to learn about the social media in the United States and what's out there, who's using it,","I remember last year, when I went to a big conference with the whole team. We were on a train to the airport, and there was like a couple of big prese","So this is part of the last interview that I think we had is going to be really interesting. So the next one's going to be in London. It's going to be","it's not just you and I, it's us as a whole team. We have to work on a lot of different things to make sure that we're well-prepared for the big day.","so if I were to look at that in a way, then it's very important to know that, like, some of the people that are participating in this study, some of t","the big thing in this, we've already talked about the big thing that is, is that you can use these as a foundation, a starting point to generate ideas","and I think you know that is the most important aspect of the field because people can have really diverse views on this but it's also important to be","and I was also trying to figure out how do I know if a question is solvable and a question is unsolvable. I don't have a clear idea of what I want to ","and it's really about the ... I don't know ... the kind of like ... I think I've read some people ... say that maybe the mind, we're trying to figure ","I'm doing the same thing with my wife. It's funny how it turns out, you know, that things are really different when we're doing a lot of the same thin","we've talked about this, but I guess if you've done something good, like you've been a good person, you can use the same skills you've learned in the ","so if we're looking at the past, we can't actually see that we're in the past. If we're looking into the future, we can also have a pretty good sense ","and I'm wondering, if I were a human, do I think I'd be a human with some sort of computer or artificial intelligence and maybe I could go back to wor","So it's interesting that we have a lot of evidence that there's a lot of activity in the brain when we're not paying attention. And this is one of tho","okay, we're in, uh, we're ready to go, now let's say we have a team of 20 people, and we want to get the job done. Okay, so","the future, it's something I'm kind of, you know, that's a future I'm really concerned about. So, how do you, how do I make it more resilient, not jus","I mean, if there is a correlation between my thinking and my performance in my studies or anything like that, you know, that would be good to know. Be","you know, I had a conversation with someone, this person that I know, that was the only person who had access to this information about these other pe","Okay. I was just thinking about how I've been reading about the internet and there's been a lot of attention given to the idea of the internet being t","I was wondering about how this relates to the idea of human consciousness, which is a more complex question, of whether we're just a bunch of interact","and I think if we're able to get rid of the traditional models of computation, the way that the brain works, as in the von Neumann model, which I thin","[10] There's been a lot of work on this. There are various kinds of models that are available. One of the more popular models is called the network mo","now let me give you some ideas about how to implement the technology... I think I'm going to be able to run an entire program for the next couple of m","So it's really, um, what I'm trying to do is, I'm trying to understand the human genome, um, in the context of all the other things that we're trying ","it's hard to remember what the plan is. We know that, if we know something and it's going to happen, it's going to be represented in the brain. We kno","I don't think we need to be so narrow about what is a model and what is not a model. If it is a useful mental model or useful computational model, the","if the right kind of research were done, it could be shown that if you really want to see that something is a thing, the right kind of experiment can ","I'm saying that I'm a non-rigorous, non-traditional, non-linear thinker... that there's nothing to this. It's a construct and I don't really believe i","if you have to have some form of government, how do you make sure that it's not corrupt. That's not something that the electorate can directly control","I'm going to be in the same position as in the last session, I'll be trying to generate a response, a plan, a decision or whatever. This will be done ","and if you're an atheist, if you're a humanist, I think it's the same thing. That you have the ability to be creative and to come up with something. B","okay, I'm thinking about some of the stuff that's going on with the United States. There's been a lot of interest lately, obviously, about the elector","And then the idea of the particular set of parameters, the set of the parameters that are not well understood. It's the idea of what are the parameter","I have this problem. I don't know how to do it. If I say that's the case, and I'm not saying that's the case because I don't want to believe in the","you can't have the same thing twice, you can't have the same thought, you can't say the same thing to yourself twice, because you can't, it doesn't ma","this is interesting. You have a list of names here, and there is a particular name on that list that you would like to keep, and then you have a parti","so, the brain is very good at doing that. But, you know, that's kind of the interesting thing is that when you have, you know that the brain is going ","you know what I thought when I woke up, I thought, I'll be going to work, I'll do my work and I'll come home and I'll get my lunch and I'll have","I'm going to get a bike... and I want it to be a nice bike... I think I want a black one... I think it's a great... yeah I think it'd be great","it's a good thing I'm not running a business in my neighborhood because you know like the people who don't buy from my neighborhood because I don't ha","so you know the thing is you can have your own idea of how to make your own food, which is very difficult for me. And the only reason I get to go to t","and so we'll make a statement, we'll make that statement. We'll make a number of statements, and we'll do them in different ways, because this is not ","And I got to thinking, it's really interesting, how many of these things that we would think of as, well, just, well, kind of, we've seen that before,","and it's really hard to be like, in this current moment, to be like, really open about my sexual orientation to other people who aren't in my immediat","I was looking at the window when I saw the moon. The moon is so bright. It's a very warm night, it's like, it's almost like a summer night. You know,","And so this is what I was thinking, about how much I would love to write a book about that, that I would be able to go to different cities and take pi","and this is what I remember, I remember one of the days, I don't think this was 10th of January. I remember I had some money in my hand and I was driv","what would be good to learn as a woman who was not a woman when she was born? What would be good for a woman to know about herself or about society or","I'm sitting there at home, thinking about going to the conference in Berlin, and I've got this little boy, this young boy that I've got with me, he's ","it's interesting to hear it. When I think about it, there's a lot of work I'm doing that I could do remotely, that is, that I could get the same outco","there were a bunch of things that I had been working on in my head. I had this idea of a group of young adults, like 18 to 25-year-olds, who are","I've got a lot of stuff on my plate, and I'm not sure how to deal with that, but I've been able to keep it together, and it's a lot of it,","So you're getting ready for your exams, right? So you're taking your exam. And I have an exam in the morning. I have an examination that's scheduled f","And then we talked about it, and we were like, well, maybe the other thing is to actually look at what I can actually do right now to make the most of","there's this big story about the... the United States was involved in some conflict in... in some part of the world, but not specifically in the Middl","I think we've made a lot of progress as a country over the past 50 years. But we can do better. We have a lot of problems to solve, including climate ","we are trying to make progress with that, and that's the big issue for me. I'm not a big fan of the big tent. I mean, there are people who are very mu","I know that's what you want to do. That's what we do. That is what we've been doing. We do not have to look at that. We don't have to look at","I'm not a big fan of the 'this is a war' approach. It seems like there are lots of things that could be going wrong. Like, we don't have enough time, ","And I think, okay, so I'm not going to worry too much about this. This is probably not a big deal. I will just wait a while and see how the situation ","so there's not a whole lot to talk about there. So I'll start in the near term. So we talked about some of the challenges around the health, just the ","I can't think of what it means. But I'm just thinking about that. It's one of those things that is kind of a constant reminder to me, like, 'You know,","I'm not sure how much of a factor that was, but there's been an effort for many years to try and change the way people think about how to do things to","that it is, if you have the power to move forward or backward in time, then it is almost a free lunch. The ability to move forward in time is free. Th","that's one thing that I don't really like about the idea of a world wide web where you've got this vast array of knowledge, which is more or less the ","I have a theory that the world is going to be getting a lot better in the future because the more people that get involved in these kinds of things, t","and then the same kind of people were fighting on the same side, the same kind of ideologies were fighting on each other's sides, but in the same way ","I'm very interested in the future of humanity because of all the current problems. The current problems are, for example, the climate change and the e","And so it's really quite amazing how these things come in, and it's really fascinating to see these different threads of thought and how they kind of ","I was watching the news. I remember hearing about, in one of the news segments, where some of the astronauts had been saying that they felt more at pe","I mean it is a way of thinking about it that I can go through a couple of things and see what's the value of that. What's the value from an economic p","what you do with your energy, and what you do with your attention, what you focus on, and how much effort you put into something. And what is the righ","[W]hat we've learned from the scientific research that there's been, that the scientific community, the medical community, is pretty consistent, there","The 'cognitive science of language' has been the main focus of the language department in the past few decades, which has been extremely productive, b","the most important thing is to find a way to make the economy grow. We need to find a way, so that we can provide jobs, and at the same time reduce th","I think that the best way to build a nation is to build the economy first, to create wealth, to create jobs, to give people incentives to work, to hav","and so we have this sense of a universe of possibilities, where every situation is potentially open to action and potentially open to a choice of acti","So there is a group of people who say they're going to build a lot of things. They're going to start a lot of businesses. They're not going to start t","so the question is, what happens when the state of the art in technology and artificial intelligence makes it possible for a very small number of peop","[W]e should have a metric that's a function of time, and I think the best way to think about it is you say, here is the state of the system at one poi","the current global economy, and I think there's a very strong argument that the world is going to need to be built on renewable energy, because the ot","so you could put it in the box and then have to open it up to find out whether the box contains the value. But if you did that, it would be a complete","the world of work, I'm actually finding that the world of work is more and more of a data driven world. The data is a lot of times at the point where ","the concept of the new object has been implemented, but in the language, for example, it's been very challenging because, in the language of the objec","and then I had a thought about that. I've been studying this topic, and there's a way that you can write down this as a probability. You could say tha","what does that look like? In other words, what is the thing we're talking about? We're talking about an event that takes place in the future. That's a","I don't know. I don't remember exactly. I know we were at a conference. But I think we were at one, in a kind of, a seminar, in which we were discussi","and you know, we're very concerned about how to have the proper set of metrics that are actually in sync with how the work is getting done, in terms o","okay, and I'm thinking about the various things we can do to create an online presence that's a bit more of a dynamic, interesting, engaging, useful p","what I just said, this is the key question that is very important that you must remember. This is the key. It's a good point, but it's not the full po","my first thoughts were: I'm not sure I can do this, I'm not comfortable with the idea of the program having a large dataset, I'm a little bit worried ","it is my favorite color. I guess the thing is, it's more like, like the way you have to get the right color. And it's not like you have to guess, like","you know, I have a plan in my head but I don't know where to write it down, it's kind of a big plan for me. I have a little project, and I think","we were looking at some of the data we were going to have to process at the end, and then you'll have a plan, and you'll be like, 'okay, let's see wha","so I think one of the problems with that approach is that it's pretty hard to figure out what are the things that are really going to change the world","so, I have a few things that I want to be able to do that are more complex. So, I want to make a grid of 5x5 and that is a bunch of squares","And so I'm working on a project right now. I have some thoughts about it. I have a bunch of slides. So there's a few things I want to do. I have three","we can make progress in the area of [project], which is a long-term goal. To that end, we should work on [subproject]. We can take steps in these two ","oh, yeah. The thing that we're really interested in, which is sort of the opposite of that, is the sort of a deeper learning. So, how do you sort of l","I'm a pretty bad player of guitar, I'm actually a very poor musician. I've got no real skill at music at all. I've tried, you know, I've done like som","and I think of this thing of when the COVID was going on. So, a lot of people who would have been spending time at work. I think they had been spendin","I guess I want to have a system in the back. I don't know what kind of system I'd want to have. Like a system for my house. A system that would give m","I'm going to try to get more things done today. It's a good idea to get that done. I'm thinking about doing that, maybe a bit of writing. I'm not sure","it's probably just the weather... it's just like... they're not... I'm just not going to play in the heat at the moment. I think it's going to be hot.","I'm going to be honest, it is a little difficult to stay awake because, and I'm not going to make a big deal about it, but I am getting really old, so","I wonder if it's possible to make some kind of a solution. The way I'm thinking of this, I want to do the same thing with the, with the other stuff th","it's not really that hard to learn it, but then you need to learn how to apply it to your code. I know you know how to write tests. I know the right w","I'm not really sure that I've got a great deal to say about this, but I'm not going to think that it's not very important. I'm not really going to try","I was thinking about the concept of a business, right, like a business as a whole is something that is basically the sum of the value of the individua","yeah, I could see this... this kind of, it would be like... it's a very easy way to, to see what the AI is doing, because, you know, if I give","and the other one is the one that we want, the one that is more useful. The one that is going to be, maybe, the one where we have a little bit of a hi","this is this this is the key question. This is the thing. What is it? This is a what is it? Why is it why is it what is the what is it. It's","it's very funny that I feel that we're going to be talking a lot more about this. And I think that it's because it's a big deal. We're all human and w","you have the brain that you have, and you can change it through what you do. I can change the brain that I have today in the next 10 years, but not in","the question is: what if we actually look at it in the context of a global company, where we actually are not trying to say that this is an informatio","and the thing is that we have so many of these things in our head that are very important but maybe they aren't that important. So the question is, ho","if we had a device that was like the brain and it was a piece of hardware, a piece of silicon, the size of a computer chip, then we could make a brain","and then I would just think about it a little bit and I'd like to see the result. I could do that in a paper. I can just do it in a paper, and I can","I have a problem with this because it's a very complex system. I mean, if you start looking at, I mean, it's not just like, I mean we have like, and I","I'm trying to think about my life and it's interesting that my life is kind of a mix of things that are in my control. Like I work a job and I have a ","I just thought of a thing. I'm going to send a bunch of people into the dark and tell them to go find an object, or a specific object or a specific gr","I would just be like, I don't want to be in a room where you can just feel the difference of temperature from the floor to the ceiling. So, I'd just w","I can't see any more. I'm just not seeing any more. My body is just not responding to any of these stimuli. So I can't see. I can't hear. I can","there's this thing where you have to give a presentation, and we're trying to come up with a good title for this, and we have to talk about why this i","I was reading this book yesterday where the author describes what he sees as an ideal state for the human race: a completely equal distribution of all","I remember a time when I would have been more interested in the whole problem than in the particular. It's sort of like when you have a group of stude","Okay, I have a question, what do you think is a reasonable answer? Is it reasonable for a woman to have more power in a company than the CEO? That is ","the way that we're, um, people are generally trained in math is that they have to memorize a whole bunch of stuff, like theorems and proofs and facts ","and then I'll go home. That's my daily routine, you know. I think my daily routine is more or less, I set myself up for an hour or two of research wor","and then there's a guy on my campus who's like this, you know, I can't even say his name, because he's so bad he's like, like you have to make all","I'm thinking of the moon. I think of the moon as it was. And I think that in the olden days, before there were satellites, it was the thing that was u","...  ... what's the probability of finding the needle in the haystack?  ... the odds are, I think, one to two million, three million, maybe a couple b","and then you have to decide whether the question you're trying to solve is even answerable. Is it possible for an answer to the question to be obtaine","I think what I need to do is I need to give myself more credit. I'm not going to say I'm going to do it in one go. I'm going to say, 'Okay","I remember what I learned about the time value of money in finance class, which is that there's this thing called the discount rate. ... Which is this","and so what I want to say is that the challenge here is to see this as an opportunity to actually change our own thinking patterns and our own decisio","I just need to do something with my life, so I can make money, right? I need to get my education, so I know how to make money. I'm not going to go to","Okay, what's the next step? ... The next step is that it's a non-trivial problem. ... Let's consider a simple approach. Let's take a random sample fro","and then we go to the next person who has the same issue with the same problem, we go to that person, and that person is a different problem, and that","Okay, let's say, okay, there's a bunch of things that are out there that I need to do to make sure I'm able to meet all these things, right? And that'","there's this new thing that's coming out. It's a very large, high-end, enterprise, data analytics. I think the market is very small. I'm not sure how ","And then I'll look at it, I'll see if I have some other ideas. I don't have anything else on that. But it's the same kind of stuff, it's just more","I am going to make a graph. I'm going to make an XY graph and I'm going to show that this function, 1 divided by 2 times log 2 of X, and","It's all the same thing. I've done the same thing the same way over and over. You know, it's very simple. You have the input, you have the output, and","we can see the cost of a [unit] of, of, of [unit], the cost of the unit of a given quantity is what is what we want to compare, right. So we","uh so that's uh, that's what the, what the, that's that's what the new software does. Uh, so let's uh, so let me give you an example of how","and you know, you know, if I had a day to, to, to choose a day to do this, I would do it on a Monday morning. If I had a year to do","And we're here today at the conference and then I'm going to start talking about what I think are the key issues that are important for me, and I want","this is the problem with the last week where we were talking about this, is that there are two approaches to this problem. The first one is the one th","we should have an event that is actually a talk or a seminar or something like that that would actually get people together and give them the chance t","I am an administrator in an organization where we have been using an innovative tool, a virtual classroom, for quite a while now. The virtual classroo","I think the reason people use, um, I think we all do this, um, that people use the internet, and they don't necessarily have a problem with that, is t","I want to be able to think about things and have the time to think about them, but the problem is that it's always on my mind. When you go out in the ","and then I think about how it's been. I think about the kind of people that have been involved, how it's changed over time, and the way in which I was","and I'm working on a problem with some of my students who are starting to really understand the science, and they have questions. So I've been working","and I see this, this kind of a graph, you know, that you would get. And then you start looking at the graph, and then you start asking the question, w","[t]he...the...the...I was thinking about...the...a...a...an experiment...an experiment I was...I was...I've been running for a while now,","[I]f you're looking for an [expletive] at an organization, then I think that you're looking at the organization as being a bunch of people, which I do","I'm thinking of a process. How does it work? Well, this is what I know. I know that we have a group of people, and each person has a different skill s","I've been doing a lot of this, and it's been going well, but I'm kind of getting to the point where I can see it in the next two to three months, I'm","and then I'm thinking about a project where I'm teaching a class in the fall, and one of the things I have to teach them about is the concept of risk ","what I can say is that I think there's a lot of interest in the use of the web as a way of providing services, whether you're thinking about something","I have this picture in my mind of a guy with a long black beard, and he's just like an old black guy from the seventies, but he's got a really long be","I have this one problem in the real world, which is that if I go into a room and I look at the floor, then I don't see it. And I have to do it with","[the] word [of] the day for the day [is] the word of the day for that day [and] how would you describe it to somebody who hadn't heard it before.","you know, it's amazing that in the middle of a study like this, I can actually be talking to you and not be talking to a computer. It's really amazing","I'll show you the slides and then I'll say I'll put them on the screen, but if there's an error I'll fix them. ... I'm thinking about that, I'm thinki","I have to get this, this article done. So I'm working on this, and then I'm going to send it in. It's going to be to the top 20% of","and then I thought about all the different ways that the different different types of cells work, you know, to repair the body, you know. And then it ","so I know it's good that I have a big budget. I'm really excited about the fact that it's so big, but it's not just me, but the students that are in m","okay, so let's get to the project now, let's get this thing on. What I was talking about, what I was saying, I was saying that the main thing I would ","the first time I saw you in person was in 2003 when you were a freshman, and I was a freshman. And we were both in the same class, and I went to","I have some of these things here in the box, and I'm gonna talk about it a little bit, and I'll show you some of these items, and they are going to be","what's that? The top of this chart has to be very high. We have to get that one up because that's the number one that we're working on. Then we need t","I was working on a project in which we have to design a robot that has an image that it can recognize, and I'm working with a partner right now on it,","So, I don't want to use any other technology or any other media. So, I'm gonna do it with just the physical tools in the classroom, right. So, a lot o","I'm not sure how to answer this question. I guess I'd say that in the early days, as I was moving out of graduate school, it was really interesting to","[I] don't really have a strategy for [the] types of questions. I don't really think I have a strategy. So, what I try to do is I try to look at","so we can do it, but it's not something that is like, in my mind, a natural thing for humans to do. We have a lot of technology that allows us to do t","we need to look into what's the role of the teachers themselves in the creation of the learning environment. What kind of role can we expect them to h","I was thinking about the course I'm taking, the machine learning course and I thought I had been studying in my last class for two months now and I wa","So, let's take this example. Let's say that I'm a data engineer. I'm working in a company that's very large. And let's say that we have data sets that","and the third question, what's a good strategy for the next question, the third question. So, what's good for the next one? I don't know. It's a hard "],["I have no idea why I have this idea. I think I'd have to see it, I think I just had this idea to write it down. I think it's a pretty good idea,","I think I can see a picture of me at my best, and I'm at the time when I'm the most successful in the company, but it's a bad picture, because it's me","I'm thinking of something that I remember from when I was little. It was a Christmas story. My mom used to read it to us, and the thing is that it's n","this is a very important point. In terms of the universe, time is a constant. Space is the variable. Time, as in a fixed frame. Space, as in the dista","that's the one that I have to have in order for me to be successful and I know that I'm going to be successful. I mean, I know I'm going to get that t","and you know, I mean, I don't know if the technology is available, but I wonder if the human species is ever going to develop a technology that will a","I think it's that we're just... well, there's some... there's some evidence that the brain doesn't really have a 'reality check.' If you're looking at","and then you'll look at a bunch of other stuff and you'll say, 'well, that's not gonna work, that's a bad solution, I'm gonna go with this, that,","we don't have a lot of people out there that are willing to be the first people out of the door in a situation like that. Or the second people out the","and then she had this one book and they had a lot of books in the library and it had been a big deal, and it had this one guy in the front that was, y","but then when I started thinking about it, like it's all about the number of people that can be at the table, and the number of plates. It's like you ","if I had more money, I would put more money towards a startup. I don't do that right now because I don't have enough money. So, it's like I'm always p","I think we have a little problem because the project I was talking about is actually very much based on the fact that we're going to have the new [the","this is a good one. I'm doing a good one here, I'm getting really excited. We're working on an idea, I think there are three things we want to do, num","I've been doing some work on this for quite a long time, and this is a good place for me to start. I've got a few things here. I don't think the resea","and the number one cause of cancer, I think it is, is, you know, smoking. And I think it's that smoking causes cancer, not just the tobacco, but also ","that's one of the things that I'm concerned about, is that, as we look at the future of energy, there's a lot of discussion about wind and solar, and ","I was at a meeting a few days ago in which there was a lot of discussion about the best ways to have a meeting. I mean, meetings are great, and a lot ","So I'm wondering what I should do for an argument in the future? Like what would be good things for me to say and not say? So I should say, like, thin","and there's no way of doing it. If there was a way, the government would already do it, right? The question is how do you find a way to do it, so that","and in the future I'll have to look at my life and see if I've been successful in those things that are important to me. I know, I know, it's a bit of","and then when we have a small group of people that are really good at this and we have the time to do it and we have it right and then we go and we ca","but we don't have, I think, that level of interaction with the community of the team, with our community, I think we could improve it. If we, for exam","I'm not sure, but I think there's an infinite number of dimensions to the universe. So what's the point of trying to communicate? Like, what is the po","you have an idea, you know, if you want to be very practical, and you want to do something very concrete, the question is, what is the most effective ","And then, we know that the way that we see things is really influenced by our past experiences. It's like if you've learned something about a certain ","yeah. Okay. I was thinking about a different. Another thought, but it's kind of like I'm thinking, you know, okay, let's say that. I know that I have ","what if there's a function where if we look at the time that an email was sent, it can be mapped to a point on the graph, a point in time. And what if","Okay, so there’s an app on your phone that is connected to an API that allows you to make some API call to the web, and it’s an app that is called a m","so what does this say about the meaning of time? Let's go back to that question. So what does this mean? If time is not a physical thing, and it's jus","now you have to make your decision in the context of the constraint, of the particular situation. So what is the decision-making process here? What is","this is a thought. Oh, no. Well, it is. There is this thing called a thought. That's interesting. I had an interesting thought before. It was about th","I am a data scientist, and my field is data science. And, you know, the term that's probably familiar to anyone who knows what I'm doing is, you know ","and then, just a few years ago, I went to a meeting at Harvard, and it was an annual conference on the intersection of law and technology. And the top","So the next time I do this, I would like to have a much smaller sample size. I mean, you know, it's a small study. I'm doing it on one city, one","this is what I do in the evening, I just go out, and I do a little bit of programming, a little bit of code, a little bit of documentation. It's a lot","we are in the process of a review of how much data do we actually have in the public cloud, and whether we can put it in an encrypted form so that if ","and there's a whole range of different things that go into the stack, and it's the same as the stack, you know, the stack has a whole range, which is ","this is actually interesting for the purposes of, the purpose of my research, because this is the first time I have gotten to see that kind of interac","I'll be back. I don't know what this is. This is a test. This is just a test to see how well we can predict how the world works, given that I have no","so it was just like the time you were looking at this and you were thinking to yourself, 'Oh I wonder what would happen if I did that' and then you ac","And that's, we were doing a little bit of some of the math to figure out how many hours a year we could spend on the project. So the first thing is th","now I'm just going to think about what are some of the things that you do on your day to day basis to stay safe. And so, I can think about it in a cou","um, I can imagine doing a project like that and using an agent based model. I was just thinking that for the first part, the first step of it, there's","a few thoughts on this. This is the first time I've actually seen someone who has been a teacher or a coach. And I've been curious about what it's lik","so if you wanted to do the same kind of thing on the other side, I don't think it's going to be that difficult because there's not that much in the wa","the idea is to take the big picture and try to break it into pieces that are easier to deal with and then look at each of those pieces and see what yo","so, so I want to kind of model what I do, what I would recommend in this scenario, but also, how can we apply this to other areas? I'm thinking of may","yeah. This is not a very good example, but it's an example of a really good example, so that if I see the next example, I'm going to be able to apply ","[pause] So, I'm working with a bunch of data sets that have been created over the last two weeks. And then I have this idea that, like, maybe, if we c","well, there's this... this is this is a a random idea that I thought of today. So, the idea is this. It's kind of related to what I was working on wit","it's interesting how some of the ideas and topics I come across, in one form or another, can be related to others. It's not a topic I've done much tho","so there's this other one that's not that connected with a lot of the other things that are really useful for building knowledge representation, for u","so it's all the same thing. The thing is I know that, but I still want to do it. It's like an exercise, right? I guess that's what we should be doing","my mind is open, I feel like a lot of my thought processes, some of my problem solving, some of the ways I solve problems, I feel a little like a comp","we've got some old friend, a friend in the area. They're having some of the same issues, and we're just trying to understand the underlying mechanism ","I'm getting tired of this. This is the third session. And it's getting more difficult. I'm not sure exactly why, but the more time that we spend in th","it's very interesting actually, the fact that you know the technology, but it's not something that we really think about when we're building products.","and it's also like a kind of, it's kind of a mixed bag of thoughts that we have, that we're capable of having, or the kinds of thoughts that are reall","I can remember it was a couple of weeks ago. We were just working with a model to see how a particular, what was the name of the particular, I don't k","that the big idea, the really big idea, which was that you have to have a problem solving engine that can solve problems within the knowledge that it ","well, so it's a really interesting thing, and I'm trying to think about what it means to have an awareness of this sort of thing. If you look at the c","[the idea is] to start from that moment where there are a bunch of ideas in your head, and you have the freedom to go from one idea to another. And th","just talking about the fact that I want to go to a doctor to talk about this. But I want to get a sense of how that could actually be useful. Because ","there's this guy who, you know, he's a real nice guy, he's, he's an artist, he has a gallery. And it's, he has two galleries. And,","I remember when we used to do these experiments and the one that was probably the most fun was a game where you can see this? I can't remember the nam","a lot of people, you know, really do that, they don't have an online account or anything, they just, I don't know, they don't think about it. Like, I","yeah, it's really fun. Yeah, you know, it's good. I know I know. It's great to see them, but I was having the same discussion with my dad the other","So that's what that's about. I think that's about the sort of the development of a good, good, good algorithm for solving, like, mathematical problems","I remember in the 90s when I was a freshman, my roommate and I would sit down and just have a 45-minute long, you know, think-aloud session, and","that is a bit more about the physical world, it's probably not as good as, but we could get into, like, a physics question about, what if the Earth we","and if you're really, really worried about your mental state, I'd say look at how often you're checking your phone, or how often you have to have your","we have all these tools that we've built in the past 30 years and we're trying to figure out how to combine them, you know, to make a system that is a","and it's a lot of people have tried to take the same approach to doing the same thing. So they're trying to look at the same thing but they're looking","and then he's like, what are you doing here? and he's like you've got a lot of free time and you know, why don't you just go make a big deal of it","I'm wondering about this problem with the p values, I don't know how much of a problem it is in practice. So it's not that I have a problem with a hyp","okay so we have 90 days for each of the projects. I need to put in the projects, so for example, I need to submit this. And I'm also going to need to","I'm going to think of some ideas for the project. I was looking at the other stuff I did, and I think, yeah, I think I might use the 760 nm and","the other side of the brain, which is the right side of the body, is also... right-handed... I can't imagine... I can... imagine that there's... the o","the big difference between me and many other people is that I'm not a specialist. I don't really know anything about a lot of things. For example, I d","and I'm looking at the next problem. I don't understand it. I'm gonna try it out. I have this one problem. The problem is that if you have the sum of ","OK. OK. Let's say you're in a car, and you want to get to a certain spot in the city. There are several different ways to get there. Some are faster a","I was watching a show called 24: Live Another Day. It was a show about a guy that was basically trying to get as much information as possible from dif","well, I'm sitting here, you know, at home with my phone. I'm working on some stuff at home. I have an algorithm that I want to write down, I don't hav","okay. The most recent news was the new COVID variant was identified by the CDC, and a little while ago they said that it was only in the US. And then ","I remember working at the library. I'm currently working at the school library. And so my plan is to set up a library as part of a project that's curr","I'm going to try to find some ways to find a solution, like maybe we'll do some brainstorming sessions or just try to get people together and talk to ","oh wait a sec, I've got an idea, I'm going to write a book about how to build a good startup. I know this is a very niche thing, I know. But I","there is a problem, I don't have a list of the right questions, I don't even have an idea of what I want to ask, so I'll do a brainstorming of a list","I'm a little worried because I'm not going to be able to get all the problems done for this course. I just have so much going on. I need to get my gra","I'm going to make a mistake, I'm going to lose. I'm going to say a sentence or something and it'll be really long and I'm going to get lost in it and ","and it's actually just the 30 minutes where we have to do the math, that's the longest part of the day, and it's also the time when we're actually rea","yeah, we need to get to know people. And the first step is to talk to people. And then the second step is to actually have some kind of collaboration.","I feel like this is a little bit of a risk for me as I'm not an expert on all of the various applications of machine learning. So, I'm really just goi","and it's the same for me in terms of I have a number of different areas, and then I also have different clients within those areas that I work with. S","a lot of the stuff that I'm doing right now, it's not a lot of things that I can tell my supervisor about, right? And I've talked to a lot of the supe","I would say, my gut feeling is that the best thing to do, if it's going to be done at the time that I'm here, that's going to help the most with the A","I want to be on this call because of the questions that were asked about whether we can get more insight into the work that's being done at the SAGE g","I'm thinking about this thing that we've been doing in the past 5 years with a new service that we started, which is called the 'hobbyist's shop.' It'","and they want to build this large data warehouse, and I can see this is where they need to go because it's the only way to get all of those different ","I got to think about it for a while, and I started to get some really interesting results out of the data that I had. And so, I went about trying to f","so I've been reading about this, there's a book called The AI Alignment Problem. I just finished it, it's been on my to-read list for a while now. I'm","there's a couple of ways you can go about this, there's a standard way and a more optimized way. The standard way is to run the model through the enti","and I have this other thing that I'm also looking for in the next two or three years, so, that's a longer time horizon, but it's something that's more","what I'd like to do is get my head back into my head, and I think the way to do that is to come up with a list of the things that you can do, and then","oh, and one more thing, I need to think more about what we've been doing, how we've been thinking about that, because we've done quite a bit of this, ","I was looking at some of the recent articles on the SARS-CoV-2 virus that I've been reading and some of the things that are happening in terms of the ","the idea of a very large network that includes a number of very small communities in the US and in Europe. And I'm interested in the effect of these c","I'm sure you're familiar with the 3D printer. You have probably seen some pictures of them. What if we could get that down to the point where, we're p","I have some notes here about the kinds of things we could be doing in our workshops, like using Google Hangout, for instance. We could have a Google H","you know the big thing is that we want to be able to really help these people with their mental health and and uh you know it's a big deal for them. A","the model is trying to predict what happens to a group of students, to a set of students over time, and to predict how that changes and how that is re","and then the one that I was looking at was like, well, it's been, I mean, if you're looking at something in real time, and it's a video, then it's","and I'm working with my colleagues and I'm talking to the client about this whole system, this is something that I've been thinking about a lot, the w","and then it's kind of, it's kind of a good exercise for you, too, because we're not going to ask you to think about how you think, we're just going to","and then I was thinking that a lot of the problems that we have in science are we have a lot of individual research papers that are kind of all over t","my next goal is to work on the automaticity of my thinking processes. The idea is that if you could train your mind to think in a certain way, then yo","[s]o you know the work of the New York Times, so there are so many, and this is I'm sure there's so much data. This is how they do their fact checking","uh huh. So it's the kind of, uh, it's the type of problem. That's like the, the most difficult problem that I've worked on, like the most difficult. U","the whole system is so good, so powerful. In fact, it's one of the first things that we learned in computer science is that you can't build a good sys","I've done something with this, it's a 750 megapixel camera. ... So, I've got the camera, which is sort of the old camera. ... I've got an","The idea of a robot, as opposed to a virtual reality, would be something where you could have a robot that you could actually see in the environment. ","what was I gonna say? Oh, I was gonna say: what's the name of the guy who... who has the... uh... uh... umm... the most interesting work for, you","now what, we've got to figure out how to do this, and how to do that. Like you're working on a project, and you're going to have to send it out, and","I think we have a lot of very important questions we should be asking, and one of them, we can take the example of a lot of people, especially in the ","you know that the ... that's a great way to think of it is a way to think about it. That's why I was thinking about it because I'm trying to get into ","So, I am looking at the 1963 model. It has a different architecture, it's like a more sophisticated neural network architecture. So it is the first ti","oh yeah, you know, they're like, they're similar to the, they're similar in that they're both, I would say, like, very similar in terms of the type of","it is important to be careful and careful, to make sure that they are actually the right type of protein, that you know exactly what the protein is do","so this is going to be a really great... well, it's not going to be that great, but I hope it will be great enough that it's actually better than the ","um. Oh. I was thinking about a problem that we've had with one of the data sets that we've collected that we're working on that we're analyzing, so we","I'm sitting here, I'm really excited. It's the 8th of March. I'm excited about this. And then I think, you know, we'll see if we get any","I'm just trying to figure out why I haven't done any research, and I've got to do that. And I've got, I've got a couple of people who've approached me","and then I realized that that's just like my personal situation, in a way, because the only way to do this, to find these things, is to just ask all t","this is a sort of like a little, like a little thing to look at in terms of what is the future for AI, and what are the opportunities and the risks, b","uh yeah I've been I've been reading I've been doing a lot of reading lately in the last couple months, probably too much reading and that's a problem ","the way that people are, it's not only their own individualism, but the way that people tend to live in a community. There's so much more of a sense o","I'm a programmer. I've got some sort of interest in programming, and so I've got a lot of experience with software development and design and building","we can say that the sum of all of the processes that we do, you know, we're doing, is a certain thing that's happening at a certain time. It's a very ","it's so great to see the data come out in the form of actual physical structure. That's a really exciting thing. That's why, I mean, it's an important","so when I was going to sleep and I was really excited about this session, I was thinking like 'I'm going to sleep tonight, I'm going to think about th","you know, the way the data was going, there was no reason to use this as a separate thing, and it's really only because I had a lot of trouble with it","I remember this, I remember this. This is like a dream that I remember having, that I remember when I was like a kid, I remember my teacher giving me ","and then I was thinking about the problem of the light rays, that, you know, the light rays that come from a distant galaxy, that has traveled, say 20","you know I'm thinking of some things about how to use my computer to make a lot more efficient use of my computer, you know, I was thinking about ways","[11:22:15] So we can't get a bunch of people together and say, let's do the same thing, and I think that's gonna be really important for","I guess that we were very early, in terms of the Internet, but the way that it's spread, the way it's changed the world, the way that people are commu","I'll put my phone in my pocket and turn it off. I'll walk into the office and go to my computer and start looking at the files and then start writing ","and it was the third one. The second one, I did not put in because I didn't need it, but the third one, the second one was, was the second one. But th","I remember the first time I was like in class and I was like, okay, I was like, I remember I was doing this class on like the first week of the semest","the past, the present and the future and how does that kind of stuff work? I mean like a computer program that you can run on a computer or a program ","so that's just another one of these... the other one is... actually the other one I want to say is that you know if you think about it, like, there's ","okay, I don't know. I think what I'm saying is, like, I mean, so you know, like, people have these, you know, these, like, this sort of","that was my first experience with a text, I think, I didn't know how to make text files, like, on the computer, on the Windows, because I was doing th","what's interesting about the way we are thinking is, we're not very good at thinking about the way the way the brain is working, because we're not tha","and then I started to get a little bit of a feeling of my life. Like my life is, you know, like an assembly line. I don't know if you've ever looked a","I remember I was looking at a paper for my history class. I was looking through the information of the article. So I was looking for a piece of paper.","it was something I just read recently about the idea of the collective unconscious, Jungian idea that there is something about us that we all share an","and in the beginning the world was this thing, it was this thing... and it was not good because it was not very creative... it was like an empty white","the earth is flat, and I just don't understand why, like, a lot of people believe that the earth is flat. I just don't know. And I think it's because ","the only reason I am doing this is because the only reason we are doing anything is because there is a certain amount of curiosity, a certain amount o","I wonder if it's possible to have a negative experience which is the same, or similar to that of a negative experience in the brain, but the differenc","this is what I would like to happen and I don't know how to make it happen. What I want to happen is that this new version of myself, this new mind, w","and it would be very nice for the human brain to have a high-resolution and a high-speed scanner that would allow us to follow the changes in brain ac","the generalization of a few very simple rules would be useful, for example, in the context of the development of new technologies. I do not mean the s","So what we're trying to do is to define the difference between the human and nonhuman. In order to do that, I want to compare the brain of an ant to t","and that was the time where I was having this conversation with my colleague who's a friend of mine about the fact that I'm an atheist and he's a Chri","and I have this feeling that there's this big potential in the world that the world is full of knowledge and things that are already known, and I know","I have been thinking about that idea of a 'shuttle' for the last ten minutes, and I keep going back to it. I'm just not sure if it's even possible or ","we are in an open source ecosystem and we've made it clear that we want to take open source to new levels, to get more people involved in it. And the ","we have to be mindful of the fact that we're always going to have different values and different philosophies about what it means to be a good AI, to ","and then I realized that that's an interesting perspective and so I just started writing in my diary about that and that's the kind of thing I'm talki","I'm thinking about how there's a lot of stuff going on in the world that's not of any value. I mean, it's a really messed up world. You know, a lot of","I've got this idea that a lot of the things that are being sold in the stock market these days are basically government-sponsored enterprises that are","the fact that there's this general recognition that we're in a situation where we've got to be really careful about what we're saying and doing and we","it's always going to be this, isn't it? I mean, it's always, I mean, and you just can't, there's no way to not take these things and use them","I was thinking about how people talk about the idea of the brain, and I guess the brain is a very complex structure, it's very complex structure. It's","it's an interesting question, whether you need to have the hardware for something before you can use it, and whether the hardware is the brain. The br","I think we would have to say that that's not an objective state. But what it does, the first step is to look at this in a purely empirical way, to loo","... the first one of the main parts of the brain is the one that's known as the limbic system. And then what happens is that you've got a part of the ","I can imagine a lot of what goes on in my head. It's just that it's not something that you would think to put into the language of a programming langu","And I'm thinking about the whole issue of, like, in general, this is just the beginning of our ability to communicate in a way that is truly human. Yo","you know I would want to... I would want the ability to say, okay, what are my biases that I'm using and the things that I would not want to be using ","I know that... I can do some of these things, and I know that the other ones are going to be done by someone else. And so that's where a lot of the wo","and when I get to my house and I'm not using it. I'm using it for 10 minutes and then I turn it off. And then it's not being used, and it","the only thing I need to do, that's, that's what I was talking about with, with, with the, with the previous problem, which is that we've been, we've ","It's not a matter of just letting it go or just letting it happen. It's a matter of... I don't know. I don't really know how to define it. I'm just","and what's the other half of that? Well, the other half is that you've got to have a framework to support your organization, and then you can organize","the whole thing's that I don't want to get to the point where the whole thing is an algorithm. I don't like the idea that there's an algorithm. It's t","Okay. So, I've been thinking about the, you know, the relationship between the way the body is able to do something and, you know, why it's able to do","So the concept of an anti-corruption force, and it seems to be the case that we have had for many, many years, especially in the American political sy","I have an idea. I'm going to do something similar, except, I'm going to have this be a set of lists. So, I'm not going to have each of them, or","and we'll start with the one thing that's going to be our first one that's going into the program is going to be the creation of the first application","you know what? It's just a nice way to say, you know, you're in a big pool, and you're trying to figure out what your relative position is, and how yo","this is a really great study, because it's looking at the way that people do cognition, in an actual world, in a way that's completely novel and diffe","the whole system is one thing. It's a thing that is composed of different parts. I am a thing that's composed of different modules. So I'm a system of","uh yeah okay so so what do you what do you think that that you can do what I can do what do you do what can you do what is what are the what are the t","but I want to bring the [a] data set and bring the [b] data set. We've done this before where the [c] data set we've taken it to the [d","we're not going to talk about this much, but there are all sorts of different ways of measuring, so we can measure things that are unmeasurable, so we","the word is an important part of this. So, I mean, in fact, in the last couple of weeks, I've been, I've actually started reading a bunch of, well, wh","and I'm wondering whether what you've been doing is something that would be effective or would be interesting or something that's actually productive.","the question of the world that we're in right now is that we're going through the pandemic, and we've seen a lot of data that shows that it's going to","this is, of course, the question, is there any real difference between the two, the differences that we have made between these two systems of educati","well, so when you're dealing with a really complicated, intricate problem, you're doing things that are quite complex. And you're trying to do it in a","Okay. So you're doing research on the impact of digital technologies in the classroom. And we have some data, but what are some ways in which you coul","I'm thinking of the fact that I could use this knowledge for my own research. It's interesting for me because it's a matter of the fact, we have a lot","And it's going to be a great place, I mean, we have the technology there. We have a lot of research on it. There is the idea that it's possible that s","The first thing that comes to my mind is that there's a whole range of technologies out there that can be used to test for different kinds of things i","The first time that I started using this technology in the middle of a problem that I had to solve was when I was in my freshman year of college, I wa","I'm not sure what to say, because I don't really know that much about the topic of this paper. I don't think I really have any ideas or anything about","I was just thinking about a movie that I'm making right now, a short movie that I've been making for about 10 years. It's basically just an exploratio","and the point of this exercise, I guess, is that it's not just to see what they're doing, you know, I mean, that's sort of a good thing, but I think","so I have a project right now. I am writing an essay about the history of the internet and how the internet came to be. It's going to be really intere","this is a new kind of study, actually, where I'm supposed to go in, and just sort of talk about what's going on with me, what's going through my mind,","a lot of the thought in the last 48 hours has been about that. I just feel like that's a very important problem and a very important area to focus on ","and this is how you start to get into your subconscious mind, and it's kind of a wonderful feeling, like you've got this inner dialogue going on, wher","I think we have an interesting set of questions. One that you could think about, which we have not done yet, is this. We have not done a comparison of","So I'm sitting there thinking about, thinking about... and I'm thinking, I'm not sure if this is a good example, but if you've ever done a study where","that's right. So I have a lot of money. And so I think a lot of my money is actually invested in Bitcoin. So if Bitcoin is doing well, then that's goo","so then it's kind of a you know you can say like a real good thing is it's not just just the the the the uh the the the very high end of the market fo","uh I guess that the other reason why you're asking about that is I mean the problem of it is that yeah and you you know you're like I can you know if ","but I guess there's like a lot of different types of learning that we could do, I mean, we have all kinds of different ways of doing this. And I guess","we're also doing a lot of work on the integration of data sets. So, the question is, how can we get all this data out of these different systems, get ","And so if I think of the model as I did last week, then the model would be a circle with a circle in it that's smaller than it, which would be the mod","I don't know how this is going to work. But this is just an example. This is a quick sketch. This is like a sketch. And I want to show how they could ","this is an idea for an algorithm that might be useful in a lot of things in machine learning. We have this, for example, that might be a feature that'","the first thing that popped into my mind was a bit of mathematics. You know, a lot of the people who are on the internet or the people who work for bi","you're doing, I'm doing something to it, which is to say, I'm building up this model of what this thing looks like, and then I'm also taking a look at","the concept of time... it's really interesting, you know, how we think about time and how we actually have a conceptual understanding of time and how ","and we're just going to get a big mess of data, and it's going to be very difficult to sort out how to use that data for understanding, for making dec","I have an idea. I have a solution to this. It's that we should have a method that can take the same input, a different input, the same type of input. ","but the way that you would want to think of it is you want to find this thing that is going to allow you to solve these problems of the system, in par","3, 2, 1, 0, -1, -2, -3, ... and then -4, -5, and so on. The numbers of the real numbers","(the participant is counting on their fingers) and I'm just curious, so that's how many I had. And I have a thought, I have an idea about a game, I th","oh, and I'm trying to remember how you know how many you've got. Well, you know, I've got, it's like, I've already got one of these and I know","I see a car on the road. I think it's a truck. I think a lot of people drive trucks. And then I think, yeah, that's right. And I see another car","it's about the same time as I would normally think of as I go to bed to put myself to sleep, or before I get up in the morning. It's about the time wh","I don't really want to go to the office today. I know what I'm doing there but I don't want to do it, but I'll probably go anyway. I'm a little bit","70000. I can't think about what we are doing, so I'm just trying to get to know about what we're doing. I'm not going to try and get","So if we were to make a decision about what to do next, it's probably not the right time to use the [recording]. So I'll probably write this down and ","And it's like it's not that the world is linear or anything. It's just that we've had to think about it in terms of a linear model because that's how ","160.02, I have the data on here. The mean of this is 163.7, standard error is 2.3. So it's not,","and I can't do it without thinking about it, I can't figure out the exact amount of money, I'm gonna make in my second year and so I'm gonna use the s","I have a model of a rocket launch, I think this is what they do. It's a model that's sort of, a model that sort of shows how a rocket's launched. But ","and I see my 4 year old. He's probably 3.4, 3.8 years old. He probably weighs something like 200 pounds and he's a foot and","the more you sleep, the less you think, right? Because you're not doing anything, you're just laying there, but if you don't sleep, then you're doing ","that I'm going to do in an hour, 2:30 I'm going to wake up and do the exercise for a total of 2 hours, 3 hours. So it's","I think that we will not have to do anything for about the next week because they're not going to have anything going on in the next week so we should","So, then, in the second group, I'm gonna look at the second group of samples, which is the first group of samples and then a second group of samples. ","[my wife] just got back from an internship in Spain where she was going to teach. She's at home now and we're going to start making plans for next yea","and I know that this is not the time that is going to happen, but I'm going to be able to work on that for the next year to be able to get that to a p","and then the only thing is that it's so hot out. It's really hot. We got to think of a solution for this because it's really hot outside. So we have t","yeah, you know, I don't have the most, I don't, I don't really have the most up to date on my personal finances and stuff but it's been, I guess,","it's pretty good. I'm sure we're going to get it done. There's some work to do on it, but it's not that hard. We've got a lot of work to","and then I was thinking about the work that we've done with the people who are at the base camp, and then I got thinking about what are some of the th","The things I'd like to do if I had the time. And I was just thinking about that, we get this money, we get a little more money, but it's not enough, a","you have a lot of thought. You have a lot. You know what? I've got a lot of money and you have a lot less money and the first thing you need to do is ","I was on a bus that went down the east coast from Montreal to Washington and then you could take a train up the west coast. So the idea of a bus, whic","so you are doing research for that? Right now we are in the middle of, we're doing a study with a bunch of other companies. You know, the way the busi","and they don't know this about me. I don't think we really understand, you know, that we can't get out of our own way. We're always trying to make eve","and it's got this, it's got the idea of the company's trying to expand, but the market isn't expanding. They want to expand in new markets, but they d","I'm a bit concerned about the way the industry is going. There are many people that have a lot of talent that can do a lot of good things in this spac","what is a good idea? I think it's a good idea to be able to make this kind of data available to people who are making policy decisions, the decision m","[T]he idea is that, with all of the, I suppose, all the advancements we have made in the last few decades, we're actually really poor at thinking in a","I've been thinking about the whole idea of AI. And I'm not really sure how far along AI is, but I think that the idea is that you have a very small gr","I've been reading a book, I've been thinking about, is it a book? I've been reading it for the last like two years, but I only really started to focus","I think I'd say that you know, it's kind of interesting that the people that were able to actually work with the data were people who had been in the ","so the second time that was more of a conversation, where they were asking questions about what did you think about the first thing that we had seen, ","so that the basic concept that I've been dealing with is the fact that it's a dynamic process, it's a process that's driven by the system, but that's ","I can't think of anything else to say. Okay. So I was just thinking that the way that we were in the earlier stages of this, we had a number of tools ","I just thought about how difficult it was to get back in here when you have a lot of different pieces of equipment, like a large number of instruments","The problem with this is that it's not a full account of the information we know about the planet, the information we have at our disposal. I mean we ","and we've been there, you know, with the world and the world's economy, and the fact that the world economy is more globalized, it's more connected th","[I]t's all about that you know, it's all about the idea that we can see it through to a sustainable economic growth that's based on renewable energy a","there's something I've been meaning to talk about. It's about the next generation, how you're going to manage the transition from the old way of doing","and so what I'm finding is that there's a lot of noise and it's very, very easy to get distracted. So you need to do some kind of effort in order to h","okay, so if you have the ability to build a social system, that's a problem that you want to be able to address. And so you want to build a system tha","and that is my working assumption. The other part is the part that the data that is there is the data that we have got, but the other part of it is th","and so it's a very small bit of information that we're able to collect and I think that's really a very powerful and important point, is that we're ta","and then we had a study that showed that when a person is being treated by a group, you get a certain kind of treatment. So then that gets replicated ","what about the fact that all these processes are essentially driven by the brain, by the physical brain, but that the brain is ultimately a physical m","that's the whole reason for doing it. There's a whole bunch of other people who are working in this area, and they've made some progress, but they hav","I'm looking at the results of my work on the subject of the quantum mechanical path integral. And I have to say that I am very impressed by this, and ","the fact that my consciousness is so free, I'm always in the middle of an argument about the nature of the mind, and how it's connected with the body,","I don't know, you know, I mean, I could have said that a million times. I think it's true, that I'm a citizen of the world, of the global village.","I know we had some discussions in our group about how to really bring a new business into this, right? I mean, it's like, we've seen the concept, the ","I'm going to do some math on the way down. So I'm going to find a number where its cube root is a 9 digit number. So a number that I can represent in","I think this is something that really is hard to do in general. It's hard to have a good process for creating. We don't really know the process for do","I think this is a bit of a different way to talk about these sorts of things, but I think it's actually very productive to talk about this in terms of","[I]t's like what I'm doing in this lecture [he's giving a lecture on machine learning in a room of 100 people] is kind of a very narrow, very","and now I'm thinking about this article from 1993. I just read it today, and it's from 1994. It's this idea that the self is a","I wonder what the actual role of the Internet is. Because I think this is a very important question, right, I don't know, but I think the Internet is ","well I'm wondering about this... what I mean is I can't really... I can't I guess you know, it's just a part of being human, to be a human being is to","I'm working with an artist on a project right now, and he's come up with a really interesting idea, which is that one of the ways that you can see the","I'm going to try and solve this problem of what would I do if someone, if I got into a situation with an attacker and I couldn't be an effective defen","I'm going to use this as an exercise for my clients. And it's really important that I start the client. That's the first thing I want to do. That's li","and if you have to think of a new idea, then you don't have to go to the extent of writing a paper, right? I mean you just come up with your idea and ","so I was thinking about this one problem, and this is the only way to solve this problem. And then I was thinking, OK, this is how I am going to solve","I'm just thinking about what we talked about this morning. I'm just sitting here, I have to figure out what we're doing now. I think we're just going ","so, I am looking at this chart, which is a bit of a different way of looking at the data, and I'm thinking this chart kind of makes sense, I mean, if ","So, I'm thinking about the difference between the average and the mean, and, in some ways, the average is really easy to work with. And you can just t","so the next thing we have, is we have the first few of the three parts and we have the last part of the three that we're going to work with, which is ","and that's how you write an equation, using a substitution, right? You can write, oh, the substitution. You write a new variable equal to the substitu","this is a little bit weird that I'm thinking about the next line. I'm not sure if the next line is that I have to include. I'm thinking that I'm not i","it's a very common question in computer science. You want to create some kind of database that is searchable by various terms. So I'm trying to think ","it's like, there's a lot of research that shows that the average age of a male is 39. It's actually 25. It's like, that's weird. Yeah","you know, the other day I was having this thought that you know, I wonder, how do you even measure the efficiency of a computer program? You know, how","we are building up a model of what the world is like. That's the basic model of the world. I don't really understand that well, because I think I have","I remember when I was a kid, I was really into Pokemon. And I have a really specific memory, so this is just a little story. I remember as a kid, it w","I think the data would suggest that the vast majority of these students are going to have to take a bunch of math classes just because, you know, they","it's a lot of fun to be here, you know? It's like being part of a team or something. I'm happy that I'm here because I'm in a team. And then","I was going to do the same thing. I'm going to give it a try. I'm curious. I was talking to my friend who was working in a business before. And he sai","So, the first thing is, if we have a list of words, we're going to, we're just going to do a little bit of a simple analysis and try to look at the pr","it's the same idea for me and the way I do it, it's just I'll be working on a project and I'll just be using the product or whatever I'm working on, a","So I guess it's just a simple way to... to have a very, very high-quality conversation. And I think a lot of... a lot of times when you have conversat","the way that I do my math, it's, well, I do it in kind of two different ways. I have a way that I can do it, but I'm always trying to improve","I'm in the process of writing this, and I'm thinking about a concept called a 'user interface', which is like the interface to a computer or a program","And I'll be in London next month... So we have to sort of... figure out how we're going to manage that, and how we're going to make sure that the thin","I think I had some data on the number of words that we spoke and how many people were speaking during a call. So this is this is kind of the data set ","it's really interesting that this is the first time that I'm hearing a story that is literally going through the brain of a person in the middle of sl","and it's a good way to really test yourself. So, you know, you can go through all these scenarios and ask questions and have these discussions, and th","the first time I did this in the middle of the night, I was getting ready to go to sleep. I was looking over a lot of papers, and I was going through,","you know I have a feeling I have a lot of people coming to the office today... I don't know, maybe I have some, like, little bit of a backlog of some ","and it's just been a really strange couple of weeks. You know, I started the new year and my wife and I decided we wanted to go out and try and make s","I think I am going to make some cookies today, or I'm going to make a cookie bread or something like that. I'm going to try and do that. And so that I","Okay, so now we have to talk about what I need to do for tomorrow. I need to finish the report for the sales department. I think I might start that to","[I'm] not sure if they've... I'm not sure if this is a... If this is a 50% chance, we're talking about a lot of money, or if","I've got a list of stuff I need to do this week... I've got to go to the doctor's office to get my vision checked... I'm looking at my schedule right ","and then I also want to figure out how to do that, how to make sure that I'm getting the most bang for my buck in terms of using my resources. And the","And so we can kind of take this out and use it as a, as a way to kind of, you know, compare it with our, our own experiences. So I'll, I'll","ummm I think it's the time for me to have a nap now ummm I'm not gonna be able to ummm you know, you know, there's a bunch of work that I","we had been thinking about the two, the two projects, we have and how we could sort of like, coordinate them. And that would be good, right. So I know","the one that I was worried about, the one that was a lot of people had been kind of the one that I've seen kind of crop up in different ways over the ","And I guess that's why I'm doing the thing that I'm doing is because I want to create the life that I'm going to live in the next couple of years, rig","it's like in my own career I started out at a point where I was so focused on what I wanted to do with my life, and I had to start figuring out what's","I was talking about the problem with the Google Maps interface for cyclists and the bicycle shop that I have been a part of for years. We have a partn","I had a problem where I had to create an application to talk to the network, so we were creating a network application. We had to use a third-party li","and then I'm looking at some of my code, and I'm like, what the fuck am I doing? And I'm like this is not going to work. And then I go back and","oh, I don't know, I mean, what, I was like, it's like, you know, a lot of people just do the whole process. And it's really hard to find","and that's really the big deal here with the way the new thing works is like we're not paying for any of the ads in the middle of the video, and the v","yeah, like if you're at the gym or something like that. And then you know, you can make it better, you can just make it better. Like if you're just li","And then we have a, I have a couple of questions for you. One is how do you feel about your current job? And then secondly, would you like to change c","I've got a bunch of stuff I need to do in the morning, and I'm just not sure how to do it. Like, I got a bunch of data coming in today, and I","so I'll go check on the plants and the water and then I'll head off to the library and see what books I can use, I'm just trying to get some informati","and they're still sort of, you know, I'm still using these really old, you know like like, you know what, you know the like the like, you know if I ge","uh-huh. It's pretty easy to have a conversation. Uh, uh, with with another person. Uh, with another person that doesn't know you that well, I guess is","So I was wondering, you know, if they could get people to buy stocks with the stock market and they're all buying and they're getting 5% on a 1000.","And you know, it's very much like a poker game, you know, I think like, the way it's supposed to be run in Texas, you know. They're just like, and","I'm thinking about the 1930s. 1970s, the 30s, I think they were really the most exciting times, the most innovative times,","I mean, that's a lot of fun. You know, they have this thing, where, like, a lot of the older stuff is being pulled out, and then, you know, they","and then it was like you have to do one thing and then it's like what is the next thing that I should be doing and then you get like in my situation b","so this is what I'm doing. I'm going to talk about a lot of stuff that's in my head right now. This is sort of like a think-aloud, but we'll just","and you can hear that, like, we just started talking about, you know, like the thing that we're trying to, you know how much of like the internet shou","So the thing that I'm worried about is, because I was out in the hospital on Monday, I did some other stuff on Monday. But the thing is I have to go b","so yeah, I was going to get rid of that, I think it's pretty easy for me, and I was going to do it on a Saturday. I think, yeah, I'm going","so you're going to be watching a show tomorrow. This is a big show. They're gonna be a bunch of new shows, a bunch of old shows. I was going to watch ","I was in an office, I think I'm in an office right now. I don't know if it's like a normal office, but they're going to have like a bunch of these dif","this is why I am doing this, right now, and that is that I have been in an open position for the last few years, I have been working on this thing for","And I am just doing some math on the back of a napkin because I was on the subway, and I had to figure out how much money I owed people, you know, the","and then I mean, this is another example of the sort of situation where I would I would be like, I'd say, well, we'll have to get back to you in about","I'll give you a bonus of $10,000 at the end of the study, right, right? Or maybe $20,000. I mean, what?","I got a job last week. I've been working full-time for like three weeks now. And I think I got a promotion. So my salary has gone up. And it's like 1","and we could say, you know, we could say that it's very good to be here, but that's not necessarily the case. It's really good to be a teacher because","uh it was very nice I think it was the second year that I started thinking about the next step was what what was I going to be doing next year and it ","okay, well, uh, um, the next thing I want to do is I want to try to get in touch with some, uh, uh, some people who are working with some of the","I was thinking about the history of the area and how you know, the, uh, the first, the first couple of, uh, big names of, of people who, uh, built,","you know it's a really interesting study and the idea is to look at people that have a certain pattern of thinking, a certain pattern. You look at peo","you know, that the same sort of thing is true of the American market and the Japanese market, that it's basically the same sort of dynamics that you w","and we can't really get away from that. So I guess what's happening is, we have a kind of two-tier model of reality. Like, we have the external realit","and it is not only what I am going to do, but how I am going to go about it, what my strategy is and so on. There's a lot of nuance in what I","but now I'm wondering what the differences are. In terms of the individual cases, are there any differences between what you might call, I don't know,","So, one way to think about this is that you've got this underlying network of things that you want to accomplish and that you know you want to have th","I wonder about that. I wonder what would happen if I were to put together the data that we know of from the field and say, 'Okay, look. We can predict","I am standing in a garden. It is the garden of my childhood, and there are people in the garden. There is a woman, I have not seen her for a long time","I am trying to think about what I'm trying to think. I can't get a word in edgewise on what I'm trying. I know this is something that's important. I k","I have to say that my experience of the research process has been extremely different, because I've been involved in research from the beginning. I've","I have a very nice memory. It's funny, you know, because I was born in the middle of the second world war, so my parents were refugees and my grandpar","it's going to be interesting to see how they integrate the new technology, the new AI, and the new algorithms that they're building. ... And what they","uh it is very hard for me to uh uh really try to connect uh that with uh with what I was taught, like in school and uh and in in my training as a psyc","the same is true of the U.S. stock market, and this is very, very difficult to understand. And we are talking about people with very large capital, wh","So I was trying to figure out, like, what are the key features of these things, because there's like, for instance, this thing where people like to do","And then I remember, I was reading that there's actually a little bit of research into how do you... you know, do you get more creative if you just ki","you know, the only thing that is that makes the system is that the data is so valuable, is the fact that the data actually is valuable. You know, I do","and that's what's going to happen... [pause] but that's going to change... [pause]. So what's going to be the effect of that on the people that are go","and I know it was a bad decision, but I also know that it's not really bad because it was really the result of me making that decision, and it's also ","so I'm in the state of being. So I'm in a state of being and I'm here with you and we're in this conversation and so you are not my client. We are not","yeah, I think it's more complicated than just a brain that's been put on a machine and it's functioning, but also the brain itself, it's more complex ","[T]his is a really interesting concept of people being able to sense other people's thoughts and emotions and stuff, right? There are these things tha","a lot of the things that people are worried about, such as social media or the climate change or whatever, the reason they're worried about that is th","and then there's also the problem of how we can't actually, in a world in which we're in a very digitalised world, we're in the cloud, and we're using","I'm thinking about, like, my work schedule, where I'm going to work. I'm in the middle of a PhD in applied maths at Monash University, which is a 12","I would like to say that, I would like... I would like that my daughter and I had the possibility to be with more... to be with her in a better way, t","[I]s there a way to work on this, if I want to keep working on this, but I don't want to have a complete transformation, I just want to get the value ","I see you. It's a very powerful sense of embodiment. You can see the body, you can see your body, and you can see other people's body. This is not som","you can see the people who are watching you, they're watching you, but they don't really have to watch you, you can watch them, you can be a bystander","and when I was talking to my dad I was like, 'okay, you know, I want to make this a success,' and we're going to create a good environment for you and","you're always in a hurry. You're always in your car, always in your phone. I think that's something that happens with the pandemic and with social med","I think we're in this now. I mean, like, it's kind of interesting. I guess, you know, in the sense that, it's not that we have been in a,","what do you think about the world? What do you think? I don't know... I don't have much of an opinion about the world. It's kind of a, yeah... I guess","I just think, like, in the first draft of this book I actually did it. So I wrote the whole thing in one day. I was just like, I was working, you know"],["I see the house. The house is white. It's a very old house. It's got a red door, with white shutters. I'm in a white dress. I'm walking up","[T]hey [the children] just sort of played in this field... [I]t was so beautiful. ... [T]he whole field was like an orchard, ...the trees","in the last room in the last hall in the last building in the last street, he saw the figure, just a shadow, on the wall. He saw it before he saw it. ","it's just a bit too late. Oh. This is an awful time. I have to go in, it's not as bad as it could be but it's pretty bad. I'll go","I feel a little bit dizzy. I'm very tired, and my legs are going all the time. I feel like I'm on the edge of a cliff, I feel a little dizzy and a","you can see the shadows of the trees, and the bushes, and you can see the trees. The leaves are the colour of silver, and the leaves are thick and the","And the person I'm working with, the woman I was talking about, she's got a big dog, and a cat that is a little bit meaner than the big dog. And it's","and then you know it's like a light switch, you know it, like you have that thing where it's like if it's dark you just turn on a light switch and the","and I had a friend in a band, and we were writing songs... I think I'm gonna write a song about... yeah. [silence] Oh no! [long sigh] [music","I can't sleep. I think about this. This is like, I feel this feeling in my legs like this. I can't remember the name of this song, but I think it's,","the earth and the sky and the... the sea, and the fire, and the air, and the darkness, and the light, and the sun, and the stars, and the planets, and","And the snow on the mountain, the mountains are beautiful... There's a mountain, and there's a big lake, the lake's so big, and the mountain, and the ","the earth, the earth, the earth. The earth, the sun. The earth is the earth, the air. The earth, earth, the water, the water. The earth. The air","I'm lying on the grass... in a field of grass... and I can see the sky... the sky is so blue... the sky blue... I'm looking up and the clouds are goin","like the story of the king of France or something like that, when he was dying and he saw his subjects all crying in the front of him. So he said 'wha","the sun is burning on my face. ...the sun is on my face ...and it's warm ...I feel like it's going to rain. ...the tree is blooming. ...a bunch","that is just a whole bunch of ants over there. (He looks) like a mountain. (Laughs.) Like a huge mountain. And then there's all of these different peo","And, like, I'm supposed to, like, be like, 'What are the odds of you being like here?' Like, I'm like, 'There's about a 1% chance","I think I got that right, this is the second one, oh I have this one here, I think it's this one I got to say, you know, this one is the big one","umm, yeah, that's the kind of thing you'd do for a really good story. A story where you could really make out what was happening. Um. No, not like a v","I think my dog is in the yard, I think my dog is, um, in the, um, yard, um, the back yard, I don't know if he's outside or not","and I'm trying to figure out where this is. I think this is in the south. But I'm trying to remember where it is. And I've been on this, so I'm trying","And then I'm going to make a comment. I'm going to talk about this because I'm in my first year of college and it's very interesting. You know, the id","I've had a dream, and the dream was like it's going to be like, we're going to play a game of Scrabble, and I'm going to be the first to get to","I just realized I have this book right here in front of me, and it says 'The Future of Us' and it's all about the future of the world. And it says, 'A","the three of them were playing, and this is when I was going to start, but it was before that and they were playing and this is how they were playing.","the idea is that people don't make decisions, but rather, they make ideas that have the potential to become decisions. And then when they make the dec","and it's so hard to get things to look right on the page because it's really hard to draw straight lines. Because you've got to do a lot of things on ","and so I can't believe that, because that's just not the way I think. And if you were to try to say, like, let's say you're going to start off and you","this is a number of little things that I've done. One is that I have a very, uh, the very first time I had an idea for a website was the first time I ","you know, like if you're making an application, and it's a web page, you have to put a link to the next page. You can't just say, this is the end,","I could take a few steps at a time. And then I could go and take some steps forward and see how many steps that is, how many steps. And then maybe I c","and I would like to say that we've had a lot of growth. We had a lot to learn, especially in the beginning, and we had a lot more people to learn from","I think of this, but the thing is I think we have the best data set. We have the best possible data set and I don't think it's ever going to improve b","that's an important point, that it is possible to be a good leader and also to be a great leader. I think that's an interesting way to look at it. Tha","so then you have to be the one who goes back and makes the connection between the different parts, the different aspects, and then you're going to get","but then, that's not very good for, for, well, for me. I mean, if you do that, and you put the whole world on one axis, it's just not very","I am not sure why I'm not interested in what I'm going to be doing later. But I'm not going to be in that. I'm going to have to do a bunch of other","we've talked about the topic of time management for a little while, and how we're not good at it. And I think that the main reasons we're bad at it ar","I'm doing a presentation today and I'm nervous and I'm worried about how the audience will react to the material that I'm giving. I know that my slide","And that was an interesting story to hear. That was actually a pretty good story, that one. There's something like that in the Bible, I think, that's ","we could go down the road and then do the math and say, how much money are we making on each person and how many people should we have at each station","So the next question would be, if the idea of a brain as a computational machine is so good, how do we use the brain as a machine? So, I think a lot a","and this is just what I was trying to get to in my earlier examples, and I think that we had a few minutes to figure out how to do it, right? So here,","this is the most exciting and the most frustrating thing about this project. There's a lot of things that are exciting, but the frustrating thing is, ","I have a new blog post I'm thinking about. I think it'll be on the idea of the 'fourth' AI paradigm. This is a topic that I've been thinking about for","So, I was thinking about how my brother and I have gone into this thing that we've created, and we call it a web of work. And I'm trying to think, wha","and the way we're going to get through this and make it happen and make it work, we're going to have to work really hard. It's going to be hard and it","so, we got all these different sorts of things like, yeah, okay, you know, you're doing that, and there's a lot of, uh, people that are in the same bo","what was the number of the project? I don't remember. I think it was 97 or 98. So we're going to have a system that's going to be like","I have a lot of clients and we do a lot of training and they're all over the board from entry level to executive. But most of them are in the middle. ","yeah. We can think about the number of users. The number of users who are actually going to come to our site. And then there's also, there's two, ther","we're working with a couple of different methods in trying to help people. We're also doing some sort of ... well, we're also doing a lot of research,","I am trying to figure out, what the optimal length of time would be, to implement a particular algorithm on a particular network topology, and to find","I'm not a very good driver. I'm a very bad driver. I think the other drivers are probably just as bad as me. So it's very likely that they are on the ","okay, and I was just thinking, if the weather is still on the cold side in January, it's going to be a little bit more challenging to go out in the fi","you know, you can get your doctor to order a blood test, which will be a cost to you, but a blood test can tell you that your cholesterol is too high.","I'm just thinking about some of the things we were doing last week, like with the [anonymized] project, and just thinking about like how we're using t","I was thinking about how people can have a bad day. Like, you have a bad week, and your week is just totally bad. And it's all because of the person w","and it's... it's really good that we're doing this because I think that, um, it's... you know, that's a... it's a really good thing to have a sense","[I]t's the time to build up an extra buffer stock, so it's not something that's going to be... there's no... there's not enough cash for these [worker","it's kind of scary how easy it is to just start spending a lot of money. I'm trying to control that but it is very difficult to control your own spend","I just had this idea to go to a place called...I think it's a real estate company, called, a name escapes me at the moment... I was thinking of trying","the way that we, the way that people can see themselves as having these different traits. So, if a person's got high conscientiousness, they might hav","so, you know, the second thing I would say is that, you know, there's a lot of people that you know that are, you know that I would like to be, but I","and I was trying to work on my resume and then I would forget, I would look at my resume and I would forget what I'm working on and I would have to re","I have a bunch of questions for the system, and one of the questions is, does the system have access to this data? And so that's something that I woul","I think maybe we can do a thing like we're just doing an analysis of the data and it's a set of things that we know that are going to come out in the ","Okay, we'll make this work. We'll have this, we'll have this and that and then we'll make a full proposal for that. Okay, and then the second part of ","we have a new director, and he's going to be doing some stuff with the application of the big five, and all this kind of stuff. So we have to look at ","I'm kind of having a hard time understanding how this is going to go, you know? I have to look at the, the other things that we're doing to figure out","that's how you're going to be able to make the changes, right. Because right now the model is not aligned with what we want to do, or at least we need","this is something we should do for the rest of our lives, or for a good long while. It's not like I'm just going to wake up in the morning and do this","I've done a lot of research into this, and I'm still working on it. I was working on it for a while. I did some research on the best way to set up a l","what is the probability of getting an exact match to an actual person, like what you're trying to do. It's a hard problem and you might want to think ","... the 'X' in X bar is not an X bar, but a very basic unit. That's why it's called X bar. The X bar is just the X plus the variability,","I guess that's why in the real world, you can't just write something out and then say that you're done. You have to have an experience. I remember bei","And that is, that we're in a position where, there's a lot of other work going on, and I'm, I'm really, really focused on this work. And I feel like","I've seen a number of people, so many of the things that were coming up... was kind of how people have responded to my work in different contexts, whi","this is one of my favorite classes, is the social work program. It's a really interesting program, and I'm actually working with some of the students,","a little bit of it, it's the same way that the other, the other idea that we've discussed with the group is that, um, some of the students who come to","I can see how in a lot of ways this would be the same as... or maybe it would be similar to a dream state, in that a lot of the time we have this kind","that's why when you have to give an argument, it's important to be careful that you're not putting forward a non sequitur and the non-sequitur is when","and there is a sense in which that is a good thing. That is the thing that the economy has to be able to do and that's the reason why we're not in the","I'm thinking about that one time that I got a job where I was paid twice as much. The job I got was a consulting job with a small, private consulting ","I was on the plane from India to England, and I was flying back. It was the first time I had ever flown to Europe, and I had a very good conversation ","I have an idea about why we see more than we have to see. We have more than we need to see in a way, and if you see more than you need to see, then th","there are two of these things. We call them the inner core. This is something that's kind of in the middle, and then there's something that's called t","this is where I have a lot of issues. So, it's an area I'm interested in, in general. And also the way I've been thinking about it. I think that's bee","I'm trying to figure out what my values are. And I'm trying to be like an ideal person, and I'm trying not to be so ideal, I guess, that I'm kind of","I'm going to say, that's my whole point, is that we don't know what our own thoughts are, because we're so heavily conditioned. The whole conditioning","this is why I believe that it's actually very important to study the different systems in the brain that have been suggested, and have been suggested ","And so I think that a lot of it comes down to this, because I think, I have a lot of confidence in people. I think, we have a lot to learn. I think I","so there's no particular reason that we can't be happy, you know, and we don't have to be a particular kind of person that is not a particularly good ","we'll have to make sure that there's enough space, and then we'll have to be able to use that space in ways that make sense and that work for us, so w","I'll make a pie out of this. I'll make a cake out of this and then make it into something that's usable and useful and usable and usable. Yeah, it'll ","you know, I remember I was driving, I was driving a car down the road and I was really like, you know, making some money. I made a little bit of money","this is my first day on the job, so I'm pretty fresh on the job and I don't know what I'm doing, so I have to keep my eyes open and I have to be","so you have a lot of control over how you set your own price, right? So that's something you can control on your own. Right now, that's all you're rea","I'm thinking that it's a bit more of a mixed bag of information that you'd want to get, compared to just the number of downloads, the number of users,","oh no, no, no. I got it. It's a pretty simple formula. It's really pretty simple formula if you understand what the denominator is. And what the denom","and there's also like, this other kind of data that is related to this. We've seen that in the past, I think it's 2019 that we started to see this","It is the world's most common language and that's all right and then they also say that that's why they want to get to that language, because it's the","the only thing that's really not clear to me about what you're describing here is the idea that if you were to take a certain set of data and say, wel","I was thinking about what I'm doing for work right now. I'm working with a person that I work with all the time, but who has a different perspective f","and that's really interesting. What I'm wondering about is how a lot of people that are involved with AI and things like that are coming up with those","and so what was the difference? We don't have any, no one really has any, any real power over the system that is in place, right now. I mean the world","and that's part of the problem with that is, you can get a lot of information from people who are experts on something, and if you're willing to trust","what is a human being, what is a person, a being? What is that? It's this ability to think and reason about a lot of things in a way that's very abstr","so I could be a great leader in the sense of having a big impact, having an impact in a lot of areas. ... But I could also be a great scientist. ... I","and I'm thinking of the last time that we did something that we did with you guys, we were all at the beach in the morning. It's been a while. I've go","that's pretty much what's going on, is the idea that there are these two worlds in the mind, one which is the conscious mind where we are actively usi","I've been doing this all day, it's actually very relaxing to just do this, which is an interesting thing, that it's actually a form of meditation, tha","I've been having a lot of thoughts about my writing. I've got a couple of things going on. One is a story that I started a couple of months ago, that ","I have the opportunity to present research findings, so I've been thinking a lot about that. And that's really where my thinking has been going. It's ","and that was just... well, I have to... I'm trying to write a book on this topic. And so far, I've gotten to, to the idea of the future. So,","it's a good point. That is a very good point. There is no such thing as an absolute truth, a complete truth. That's what I've been trying to say is th","this is just my first experience. I've read a lot of papers on the topic, but it's always been a bit difficult for me to find a way to actually do it.","I guess I'm not very good at this. I don't want to say that I don't have any insights, but I have a hard time organizing my thoughts into anything tha","I guess what it would be for a data point to be considered representative for the sample of data is that it needs to be representative of the populati","the past was all about what you knew to be true at the time and then there were many times when you would have a lot of evidence for a hypothesis or a","[01:58:00] okay, I'm going to keep talking as long as I can. [02:01:00] I'm just going to see","you know, like the moment where they had a space shuttle and they had, I think, they had one or two or three crew members and the whole point was to s","this is the 21st century. And there are some issues with climate change that are really important and important for us to understand. We really are go","a few months ago, we were doing some research on this. We have an internal review process here, and we've been using this tool to make our internal re","so the first question was about the context, where we are going to be going, right? So the context is that we're going to be building this and we're g","[t]his [is] very, very, very interesting because I was actually just talking to my supervisor about, you know, where we are now, where we've been goin","And I'm sitting there on the couch and I'm, uh, just thinking about, uh, the, the, you know, the, uh, thing that I have that is very close to","we are so good at this, this whole process. It's really cool that we do it, I mean, I'm an anthropologist and a sociologist, and I know how social the","and we are looking at the data, the data that we had previously collected and we're trying to look at, well, we're looking at what they're seeing. The","you know, so it was, it was really interesting and I've been working on a couple of projects for a little while now in this area, and I'm just in the ","I was watching a video and it was a documentary on this woman who was an activist in a small town and it was an interesting story. It was about a smal","what is the purpose of this class? We're having an introduction to the class, and we'll be doing some sort of exercises. We're going to be doing some ","well, you know, we're in a situation now where we need to be thinking about how we can be more productive in the way we go about our lives. And that's","I don't think I'd do it that way, but I think what I'm doing with that is I think that, um, the idea that the goal is that the goal, the thing that","the reason I was having such trouble with this particular problem was because I didn't have the right information to even know how to approach the pro","but also, you know, if I'm a leader, and I'm like, I'm going to be like, I've got a big project I'm working on, and I want to bring","the idea of the self is actually quite fascinating, because that's one of the big things in the cognitive science of mind right now is how does the mi","okay, I'm trying to think about the big picture here, but also I need to think about how the different things fit together. And I think what's importa","this is very similar to the concept of the mind map that I've heard in many ways. It's a very visual way to create an outline or a plan for your ideas","And this is interesting because you know it's an area of study and I mean there's a lot of people that study that I have a lot of knowledge about, and","and it's interesting how we can get so caught up in our own ideas, we don't take time to look at how our ideas affect others. But, the idea of teachin","and I can't just say that because I think we need to consider, well, you know, the technology that we're using and whether or not it's a good thing or","a lot of my work, it's actually about a lot of the things that I have to deal with every day. And you know, that's a problem I had. I'm in a field","so then you have to decide how much money you're going to invest in that, and how much money do you think you're going to make. And I think for the lo","that the government can't be held accountable because they have to keep a lot of the people that they work with from being held accountable in the sam","the number of people that are here that I think are either in denial about what's happening or they're trying to take the blame away from themselves. ","but what I don't know is what is the impact on a global level of the work that we're doing. I have seen this in my own life, that when we do good work","And then I started to think about some of the things that the people in our country that we are fighting against. They are basically getting their dat","we are so scared because there's this war going on in Ukraine, and we've seen the amount of weapons that are coming to that country. And the amount of","uh-huh I'm on the internet right now. I'm just looking at all of the stuff and it's it's you know I mean it's I'm I'm in in the mood to","you know I just... I'm thinking about that. I mean it was not like... like we didn't have a... it was not an open season where they just picked up ran","The US government has been funding this for a very long time, so it's going to be very difficult to cut off funding. ...And if you look at some of the","I was a big fan of, well, you know, it's not a bad idea. I've got a lot of ideas. The idea of, you know, is you know, like,","the other thing I'm thinking about is that, that the thing that we have to keep in mind when we're dealing with the people in the developing world and","what I want to do is to be able to develop a sense of how many different kinds of jobs could be done in a particular place. So if you're going to go t","I remember that when I first heard the news of the shooting in Boston, I was in an elevator. I was going down. I was in the middle of the elevator, an","this is the day that I would have liked to have been able to stay in the office a little bit longer, and then come to work, to the office, and be able","there's a couple things I think about that I haven't really talked about or dealt with that I think is probably part of the reason why I'm feeling mor","you know that they do that. They can, you know, they can't tell where, like, if they're in your face, or if they're off to the side, or like you","I mean, I have been in these conversations before about the, you know, the cost of the mortgage, and the, the rent, and all these other things that we","It's about time for us to make some changes to the way we do things, especially the way we work. I think, for example, there's some of that kind of th","and you can see that the two of them are getting a little bit of a little bit more. That is actually the direction we are going in and that is actuall","you're gonna have to think about that for a while, and I guess, I guess, that's the big problem for a lot of people, you know, a lot of the people tha","and, um, and then, um, but it's a very difficult problem, the one that we're, uh, that we're going to be facing, right now, because of the,","well, and you know, it was really a different way of doing things, but it's interesting to see how some of these ideas from that, you know, era of, of","I feel like I don't have enough time to do all the things that I'm trying to do. And then the other thing is that I feel like we're always coming back","so I'm doing all this. And I'm like, I've got a big problem here, right, where I'm working with a team that's been working, not great. We're not","It's a great feeling. I have a really great feeling about being back in the States. I've been away from the States for quite some time, so it's great ","I had a vision, which I believe was a sign from the Lord that we were going to be successful in our mission to the United States, and we did, and that","[T]hat is a new kind of experience for us in terms of how we look at ourselves and how we look at our work and how we think about it. I think it's goi","and so, one thing that you can say is that I think, and this is a key point, that the entire life of the American people has been, and will be, shaped","and then there was an attempt to make a sort of a living. And the first thing is to try to get some kind of an understanding, of what we know, how we ","so that's the thing, that's the problem, is that I believe we live in a country that was built on lies, so if we want to fix this problem of how do we","I'm wondering now, if there's going to be any kind of... an effect, when it comes to, you know, what happens in terms of the actual outcome of this, y","and we should get down to the details. How can you take, let's say, an environmental company, say, a wind energy company. How does a wind energy busin","I'm thinking of a very close friend of mine, who is a colleague of mine, is a person who is an excellent friend and colleague in our industry. We've b","I'm going to make this a very short article. I'm going to go to the University of California, Berkeley, and I'm going to learn about the systems that ","I don't even know where I stand on what's happened in Iraq. I've had a lot of conversations with my colleagues about how Iraq is perceived. And the pr","I was just reading, the other day, an article in the New York Times. It said that a recent study, using a survey, indicated that about one third of al","I'm going to do a lot of this thinking in the coming year. I'm going to go on vacation, so I'll be with my family. And I'll be thinking about how do y","we're going to be working on the new legislation to get the new legislation passed, and I think the next thing is probably going to be to have a littl","So what was that? The reason we want to be a world leader? Because we're a world leader. What does that mean? We're not. We're number 32, maybe in","this is how I felt. I feel very good because I have some good friends. I have a group of friends who are very good in the field of work. They are the ","I mean it's important that there's a good market for it, but I'm really interested in the market for it is a market for the technology. So I mean you ","I have a couple of kids, but they are mostly teenagers, and they have been on their own. They're not in college yet, but they're really going to colle","I was thinking of a story I read about a couple years ago that talked about the ways in which people are used to certain things by government agencies","I remember being a kid and I had to take a test on the Civil War and I had never heard of the Civil War until I was 10. So I couldn't help but think t","we've got to get this right. We've got to make sure the world knows what we're doing here. We've already been here. It was a very exciting time. I'm r","And you have a very close relationship with your children. I don't mean you're on your knees with them, but you're very close with them. You know, you","It's a great responsibility to be here. It's not that you're here to make it or do it, it's that you're already here and you are to make the best of t","this is a whole group that has come to that conclusion about the best way of using the funds to bring about the most good for the most people in the w","I don't think that the Church should be allowed to be an agent of American foreign policy or an agent of anything else in a way that puts them in the ","we're going to have to make some hard choices, so I'm going to make some tough calls here. And I'm going to have some tough choices to make. But it's ","there's a whole new world of work to do on this. So I've got a couple of people, the two people in the UK, who are actually really, really engaged wit","I was actually thinking about my current project and that I was just going to do some stuff for the people in my lab, and the people in the lab have d","So that we're talking about the level of the country. And I was thinking, there was a book that came out recently, I think it was published last year ","I wonder what a person who comes back to the United States is going to look like in five to 10 years. That's another one of the challenges. I wonder, ","the thing that's not working is the government's just trying to get things done. And I think that's what's happening in the government's really trying","what I have been thinking a lot about this week is the fact that, I think we've been doing a lot of good work, and I think we're actually getting read","We’re going to make sure that we have the same number of people on the team so that they’re going to be able to actually do what they want to do. So i","we've done it and now we just need to get it to work, and that's what we've been working on the last three years and we've made some very good progres","so we have a system to provide people to make them aware of this and hopefully they will be able to take action at the point in time to reduce the ris","I'm saying that we need to find some way to use this data set and do a better job of using this data set in the context of the work that we're doing, ","the more time I spent with people, the more time they spend with me, the more I learn. And so I'm not just focusing on the people that are in the orga","and now I'm in the middle of the discussion and I'm not really sure how to do it, because I'm just in a place of, you know, I don't know, I'm","I'm reading, actually, a paper from the Harvard Business Review, and this is going to be something that I will be very, very interested in, in terms o","I think that if we're going to really get a good understanding of what is driving people to engage in this kind of behavior, I think that there are tw","and I'm thinking about, so that's my little bit of perspective, my little bit that I could add to the conversation, in a way that I would hope is cons","so there was some debate, in my mind, of what the role of the state should be, what the role and the power of the state is going to be, and it really ","I guess that is a good thing. I don't know why people would do it. You know, I have read the stuff about it being an excuse or you know, 'Oh, I can","I have a question to ask about the problem we are trying to solve. But I think that the question itself might be a good source for the answer. And the","I don't understand what the purpose of this is. And the other thing is that I don't want to be able to say, 'I think that the purpose of that is so an","so we've been discussing a lot of these questions in terms of what is our approach to leadership in the federal government and in the state government","I was looking at this picture of the Rutherford lab. I was wondering how this relates to what we're doing at the J Lab in terms of the techniques that","we are not ready to accept the hypothesis that the moon is made of cheese. There are lots of reasons why this could not be. The most obvious one is th","but we were getting into the second half of the session and you know I was not trying to be like, well, how many things are we going to get through in","I know it's really bad. I can't even get my kids to understand me in the sense of saying, 'No, we need to work on this or that.' You know, my son","I'm thinking that when I'm looking for something, I want to find it within a reasonable amount of time, and I want to do that by either having a searc","uh yeah, I've been doing that uh a lot. You know, I just, I'm a work-at-home person. And I've been trying to uh find more work, more clients,","I think there are many aspects of it that are very important. I've been looking at this from a human side, but you could look at it from a business pe","the end of the day is the end of the month. The end of the week is the end of a month, or the end of any other thing. If you don't understand that, if","I am going to a friend's house on the 26th of November. We are going to be having a Halloween party. We are meeting a bunch of friends from around the","I don't know how to put it. But I have an idea. You know, it's kind of like that, I'm not sure if we can do anything about it, but maybe we","so it's like... you know, I've got some time, right? So I'm not worried. I have some time left. I'm not... it's a pretty big deal for me","I'm thinking of all the other people, and I'm trying to figure out, how many people are there and how many people would actually like to have this? Ho","I feel that this is very important, very important work for the world, and it's also very important for me. It's something that I care about. It's a g","we have these systems that are in place that can be used to support you, so that if you go to an emergency room or something like that, that you have ","okay. We've got a good deal of, of, uh, uh, research out there, and, uh, I don't know how much of that research has been done, uh, to","there's a few people at work. I don't know what's happening. There's an increase in the number of people that are infected. It's going up a lot, but t","I was thinking about my daughter and I'm thinking she might be getting into the school for the winter break, because I think she might want to. I mean","I think that there was a little bit of an initial transition where there was a bit of a culture shock where they would just have a lot of new question","and we're talking about the social impact of artificial intelligence in education, and I don't know how it will go over, because some of these AI syst","So, I'm thinking about a lot of my memories. And it's funny because the one thing that's always come to me is that one of my first experiences of the ","[about] what my life will look like in 10 years. I'm trying to get to this point where I think, I don't want to spend the next 10,","And it's funny, like in the classroom, in my classroom, I have these big discussions and debates, but I'm trying to make sure that they're not arguing","I don't really know what I do, but I like to talk about it. I don't know how that works. I think there's a lot of ways of doing that and a lot of","I've been trying to understand the relationship between our work in the laboratory and how we use the results of the lab to actually improve people's ","I don't want to say this is a new thing. I've been saying this for a long time. I have been saying that it's better to be a human being and more empat","the only way to do anything like that would be to create a company. A company that was funded and had employees. The only way to really get a good ret","this is a kind of experiment. And I think the reason I’m doing it is because I want to understand better what is going on in my own mind and what is g","I think there is a good chance that the hypothesis that I've been working on... is wrong. I think that we could be a bit overestimating the impact of ","so that's another way of looking at the problem. You know, I had a hypothesis, let's say, that's the most likely explanation of the data that you're s","this is why, why we were told that it's possible to find evidence for God. But as soon as the data comes in, the data is interpreted according to the ","and if I think about that, I don't have that much to base my judgment on. I can think about the previous data. For example, if I'm running a business,","and we know that we are in a state where we are all able to communicate. And we know that if we do not, we are not able to communicate and that's the ","I think it's worth mentioning that it's difficult to go beyond a certain level of complexity in the things that are being measured and so the research","a little bit of an activity, that is, we had a series of activities that we wanted to have. For instance, there are some activities that we are intere","the first thing that comes to my mind is the first thing I had in mind as a child was the first thing the first thing is my computer. I don't remember","[A]lpha wave [which is a brainwave] is between 8 and 12 hertz. But they are not the only wave that are important. The alpha waves are important","and I remember this, you know, this, this, some of these words, which were spoken, as part of a different script. It was a script that I did, and ther","and now, in the end, the data from all this is going to be collected, and it will be made available for download. I think we can now go into the next ","we're doing a lot of work on that and you know, so we've got that project on our plate for the next couple of weeks, we're going to be doing some stuf","and in that sense, you know, we're still, we're not, the world is still not quite in the place that we think that it should be. So, we have to, we","and I have to be more careful about how I think about people and how I approach things. The more we try to understand what's going on and why people d","I'm working on my 3D model of a very large water droplet. That's what the program's been doing for me. It's really exciting because it's kind of like,","I think you've done this before, that's good, it's very nice, it's not so much. You can do it, and then you can say, well, what is it you","I'm here in the room. I've been here for about 25 minutes. I feel a little bit, the room is very quiet, very quiet. I don't really notice anything hap","The whole thing, the whole thing is coming together. The whole thing. There are so many things coming together. I just think of the whole thing, and a","the two people I think of as my 'besties', the best two people that I've met in the whole world, that have ever been in my life, they've never been to","yeah, I had this friend. I went to high school and we were roommates. We were like in a double room. And so, she was in one room and I was in the othe","I was at a party this weekend, and I was doing some work for some company and I was talking to a friend and I got talking about, I was talking about l","I have a friend in Florida right now. I don't know how this is going to go, but I think I'll probably go there next. He lives in Sarasota. It's a real","I guess that's why they have a lot of people that don't like the U.S. Government. They're more likely to get what they want from China, or from Russia","I'll talk about how to get the ball back into the U.S. You know, in this current situation, there are two very significant issues, one, you know, is a","I'm in the middle of writing a paper right now, and I'm thinking of a thesis statement that I've been working on, and the thesis statement is that, yo","and I've heard the number one problem is just, is how do I, what I want to say in terms of, well, how do I get my message across, and what are my,","we can look at the problem in that way and then we have to be able to say that yes, we have to make sure that we're protecting the rights of the child","and I'm just kind of... I think this is what I was saying... I was saying that one of the... and I was talking about how it's hard to go back to that ","so I'm reading about how to do this, you know, for a research project in my group, and I just thought this is actually a very good way to do this. So ","what do you say to a kid when they ask you how old you are and you're like I'm 34, 35, how do you say, how do you explain that?","we're doing a good job, the kids are doing well, and they have good jobs. I think if we get out there and just do that, the kids, I think that's what ","it's like what happens when people are doing surveys about the election and they want to find out people's opinions, and it's hard for them to get peo","I feel a lot of pressure. I feel a lot of anxiety. I don't know where this pressure is coming from. I feel like I'm losing my ability to sleep. I feel","I am also in my mind and I have been in a meeting with the department director of the department of education where there is a very high amount of str","I just woke up. It was a very nice sleep. It was nice to go to sleep tonight, because I think there's been a lot of activity in the last two days. So ","I am a 61-year-old male. I've been practicing mindfulness for probably about the last 12, 15 years. And I find that the thing that helps me the most","we've been talking about the nature of human beings and the nature of technology. So I was just thinking about that and the role of technology in our ","the only way to move in this area is to look at the problem from a different perspective. And in doing so, I think, when you look at the problems in t","so I'm thinking about my mother and I think about her and I think, oh my gosh, it's so funny to think about my mother in that context because she is s","I feel like this is kind of a new area. I think I'm not very good at it. It's just like, it's a kind of a complex thing, isn't it? I","there's a lot of things going on that you can't talk about or that you don't have a good handle on because you don't know what to call them, you don't","it's interesting how this process can help you be more creative, because, I'm sure we're all familiar with, the term you can have a problem, and you m","there's a lot of stuff I need to do. I have some bills that I need to get paid and that takes up a lot of my time. I have a mortgage that I have to pa","I just read a study where I think it was a study of children with the same results that we're seeing here where children of same sex parents are doing","you know, this whole idea that you can have a conversation with a group of people or have a conversation in your head with your group of people about ","And so, and so, that's what they call, they call the, I don't know, the, the, I guess the, the the, I think they're called the, the","I have a thought about how you have to think about the potential impact of climate change on our ability to actually find our resources, because as th","I'm gonna need to find a place in this world that I'm gonna be a little bit happier. Because right now, I mean, I don't feel happy at all. I don't rea","and it's a big deal to me because it's going to be a big part of what I do for the rest of my life and I'm not going to be able to do that in a","so when I started, you know, my initial thought was just how I could build my team and I didn't have a ton of money, so I was looking at building a te","I'm just wondering if a lot of the things we're seeing with the rise of AI, the rise of large language models and machine learning is really an expans","so we've been looking at a couple different things, but we've been doing a lot of research in the last couple years on some of the other things we're ","so then I started thinking about the amount of work you've put in. I've been thinking about my own experience, like when I was working at my job, at m","[I]t was in that kind of situation where I was working in a company, and it was a startup, and there was a lot of uncertainty. And I was in a situatio","[I] was just trying to think about this whole idea of how this sort of, like, in the tech world, a lot of tech is actually focused on how to scale thi","And the problem is that if I had this system that's not that difficult, you can create a system that would be able to sort of handle all the issues of","[The] most interesting part is to try to get some sense of the interplay of what is going on in the mind, which I'm trying to do in the [AI] space and","I feel like my brain is going to explode. My mind is full of so much information and so many things I'm trying to remember, and the more you try to re","okay, so you know, you know, I was thinking about this idea of maybe some of the things that we think of as problems, actually are more like opportuni","I'm not sure how to respond to that... [pause]... it seems to me that, at least in this case, there is a reason to think that there are some people wh","my thoughts are about the kind of problems I have, like I had a problem, and I would like to take an exam to see if I can take that. And if I take tha","I feel really strongly that it's the first half of the problem that is really going to make the big difference in this, the second half is actually qu","we know a lot about the way things work on a global scale, but there's a lot of things that we don't know about at the local level. There's a lot abou","I can see a lot of information, a lot of different bits of data. I can also see that the data is not very well correlated with itself. I can see that ","the left side, the right side, the center, the right, the center the right, right, right... [sighs] [sigh] I was on the phone with a guy","but the most important thing is to understand the process by which I do this, and why the results are like this. I have a lot of experience with this,","I think it's the best thing you could do... You could go out there and I think you could probably be an extremely good designer of things that are pro","So we could try to have a better idea of the distribution of these, and this would be a much more fine-grained set of measurements, of what we know is","So the next question is, can we prove that this is true or not? We can't prove it. But we can try to make a good guess about how many things you will ","[t]he way I've been thinking is that [b] is an exponential function. So, what's the argument for [b]? Well, I don't know. But the way I","Oh, well, then, I'm still doing this, right? I don't know what the answer is, but I'm still going to do this, right? Oh, no, no,","I was thinking that it would be good to have some kind of a program or something like that to actually keep track of your performance over time. And t","So it's kind of a logical extension of the argument, that the reason the human genome project was successful is that, you know, they were able to anal","I wonder what we're going to do in the next decade. I mean, that's like a very long time, like 10, 10 years. ... I wonder how we're","I'm sitting down in front of this computer, and I'm typing. And it's a really cool, new, this is a new laptop, and it's really nice. I think, '","what is the purpose of my life? Oh, the purpose of my life is to contribute to society in some way and make the world a better place, and I think my b","and then, like, you know, if I think about that, the first thing that comes to mind is, is, is all the money that I have saved to date, so I know that","yeah, yeah, okay, you know, the government is giving them some money for some infrastructure, that's kind of what they do. The government gives infras","and then we go into the forest, and I go out with my bike to work and then I'm in the forest and we go down the road and it's really beautiful, there'","that's why the whole thing is a joke. ... So you go down the hall and you have an interview, and then they say, you know, this is the whole thing's a ","I don't understand why the people in this country are so happy, and I don't know if I'm going to be happy to get out of here, to move to Europe and ma","this is what we do for the war, this is what they are doing for the war. They're putting you in a position where you're going to die, because you are ","that's all well and good but it's not all well and it's not good. And that's why we got into the position we got into where we are. That's why I've go","I've got to have a nice, big, beautiful garden with all kinds of trees. I have to have some trees with thick trunks that have deep roots to make the f","the same thing happened to me, it's kind of like a bunch of people are saying, 'Oh, let's try this out, let's do it', and it's like, 'Wait","I was thinking about, like, this idea of how the world is really connected. The world is a big network, and it's really connected in a way, and the mo","and then he did it in a certain way, so, we actually did it in the same way. We did a thing called, we were trying to figure out how many different wa","The world is made up of stuff that has a certain density... like the air that we breath. There's certain stuff, like the water, the water is dense. It","I'm going to make a little pile of these and then I'm going to put the pile in a box. I'm going to take a big box and I'm going to fit the piles in","the idea that some things are so incredibly complex that you have to go through some kind of multi-step process to actually understand what is going o","it's like a very thin piece of paper that's not visible and you're in a room and you're walking and you're just trying to push it through. And that's ","so they're like little tiny little particles, and it's like, well, it's like you've got a bunch of little little balls, and they're all touching each ","it's like a clock. You have a clock in your hand, it has a gear, it's a three dimensional object, it's on a stick, it's like a watch and you're","okay, that was an idea for the way a computer would be set up... um, a little bit of an idea of what a computer would look like in the way of how it w","then I've got to go back to the other place... to the other room, where I have all those tables with the four holes in it, and I've got the two things","there's a guy there and he's got a really tall beard and a long mustache and he's kind of wearing a big cloak and he's a really big guy. And he's walk","I just want to go to the store, I guess. I don't have enough money to buy some groceries, so I have to go to the bank. And I'm gonna go get a debit","there are a bunch of people and we have to walk down the hall. You have to be careful because there are a lot of things that could break. There's a lo","I had a friend, I know, that I thought was, that was a good friend. And I guess he was a good guy, and I don't know how he got there. I don","I'm watching a lot of this stuff that's coming up. The people are all watching this. Oh, oh, oh, so we're making this. Oh. Well, we have to go","And we're trying to, uh, we're trying out the, uh, the, the new, uh, uh, new, uh, system for the uh, uh... uh, uh system","like the original poster said, 'the system is broken.' It's like... when you buy a car and then you drive the car and you get into a wreck and it gets","uh that's... that's good. Yeah. Uh, I'm just like, I'm like, I don't know, I'm not really into computers. I'm just, you know,","I don't know... I don't know. Like if it's, it's a bit, a bit, maybe a bit like a, a, a bit like a... like a... a","I guess that's it. I don't really know what I'm saying right now. I feel like it's, uh, it's something I'm trying to say. It's, uh...","Okay. So if you were looking at an image like this one, it would look like a fish, like a fish head, a fish head. And then it would come into view lik","I'm looking at the board. There's a little blue arrow, pointing to this little thing, the little blue arrow. And, and a little bit of red, on top of i","So, you know, I was talking with a friend of mine, and it occurred to me, if we want to find all of the ways to calculate the area of a circle, we cou","oh my god, this is the part where I had the thing about the... oh wait, I know what it was, I remember when I was like a kid, and I was in my room","there is this problem with the image... it is a good start. I'm gonna have to redo the image, I'm gonna change the image, because there's a problem wi","I'm writing some notes. Oh, there's no room here. I'm gonna have to make another sheet. Okay, now I've got two sheets. I'm going to put a bunch of","and then that was it, so it was two of those and it was about a fifth of that. So if this was a full circle, that was about a quarter and that's about","that's kind of how I think it is. So I've got the idea of something like that, you know, I'm not going to go too far and try to explain that, but it","[I'm] thinking about my hand... and I'm thinking about my finger... and I've been doing a lot of math problems... so I'm thinking... it's a little bit","yeah, the guy was 53. I know, the guy's 53 years old. That's not too old to be an old man, but there are people who are older than","my brain is all over the place and it's trying to find the thing that I'm trying to do and I can't do that because my brain is all like, here's a bunc","that's really interesting that the amount of the thing that's coming up, you know, that's going to come up in the middle of the night. You know, I thi","this is a lot of text here, this is a lot to read and I just wanted to look at it and I can't focus on it. I can't even look at the text and then","the average, right, I have to think about it. The average, well, it's like 11, or maybe 10.11.11, 10,","so... what I'm doing in the meantime is just trying to get some clarity on these two things. It's very simple, in fact. I'm thinking about what's the ","and uh but you know, you have this uh, you know, like, you have these big, uh, you have a big data set, right? And then you want to apply some machine","Oh, yeah. So the idea of the game, and I'm not sure if I'm remembering this correctly, but the idea of this game is to go to the start and then make a","what are we doing today, we're doing, we're going to, we're going, we're going on, we're in the middle of a, we're, we're building an application","so if you're if you're looking at this, I think it's the same. It's just it's just it makes me think about the end of the end of life care in the way","oh wait, there's a new one coming out. So yeah, the new one coming in a week or so. I guess it's gonna be a 1440p... well I","I have this, uh, this, this little device. This is a uh, it's a little uh, it, it's a uh, uh, a uh, a, a, it","I think that's an interesting one because it's so abstract and it's a bit weird, but it's just kind of a thing that I've been thinking about recently ","it's weird because if you do a thought experiment where you say like what would happen if a computer started writing its own programs... and if it kep","and, uh, you know, it's a little hard for me to remember what happened on that day because it was so long ago and we were in the car and there was a l","and if they don't want to say something, they just say, I don't know. So if I don't say anything, it's because it's not on my radar. And so if","[the] future ... [is] the best ... that is, in some way ... that is the best of all ... futures ... are the best ... futures ... of all ... which are ","I've always had to have an exit strategy and a backup plan in my career, because of the fact that there's no single solution to a problem, no single r","I don't know what to do with the idea that we need to put the people who are causing the most problems in our society, the people that are in position","And so it's very difficult for me to say, like, what is my best strategy or my best answer for something. Like, I can't tell you, like, my favorite bo","okay, let's say I have some time to look at what I'm going to do next week, and I have two options. Option 1 is that I have a bunch of 10","So you don't know that one... that's good, I mean, that's good that you don't have that... you don't actually know the answer to that one. You have a ","so I'm just trying to work through a bit of the business of a meeting I'm planning, and there's a meeting that's on my calendar, and I'm trying to fig","I'm going to make some new coffee. And then I'm going to, I'm going to drink that and then I'm just going to go home. And I'm going home with some of","And that's what I do, is I spend time doing research, and then I work with the university and the local schools and things like that and then I put to","so I just realized, actually, I don't have a new video right now, so I should probably start doing that. So I don't want to put a new video out there.","and then it's like, you know, I'll get a call and then it's like five minutes later and the client's like, hey, you got my call and then you have to f","so there's some of my notes from my past, like from back in 2016. There's some notes from 2020, 2006, 2","I was thinking about the question about how we can handle the world. We've all had people that we've gotten to know over the years. And so I think, yo","my, that was an interesting project. I think it's interesting because, you know, I was looking at this data for the last week or so, and I had this id","uh... the first one I had in my head was just this is this is the best you've ever done right here. The most impressive work that you're gonna do, whi","so what you're saying is, like, if you're looking at that data set, what we're really saying is that we don't need to do, like, the full run. We can","and so I don't think the research that's been done in the last ten years on this has really been able to tell us anything. I'm sure you're gonna get a","[18:22] (hanging on the wall) but [18:26] when you put them [18:33] like this, [18:","there's a lot of literature out there. It's been quite a while since I've read a paper or something, but it's not like I'm just going to read it and j","okay. Now I have to figure out the right way to write the code to actually implement the model. I know we have done that a few times in the past. I th","and I can see how that works and I think we can generalize that to things like, uh, and I can think of, there's a couple of examples of things where t","so the big idea is that if you know that the machine is doing something that's important for the user, but not all that important for the developer, t","and then I'm thinking, what can I say about that? I'm thinking about the time I was in college and I was really worried about, because I was having a ","it's like I'm going to be in this room, and I'm going to give a presentation on what I'm thinking about, and that's going to be, the kind of like, the","The... The... The [student] has... He's... Has been trying to find a... A... He's been trying to get a job at... A... A university. [Student]","okay so yeah that's that was that was the one of the things that I think that is kind of an interesting thing that that's kind of a hard problem to to","I've been thinking a lot about this sort of thing. There's this thing that you could do, this idea that you had in terms of the program where you're l","just a couple of weeks ago, I had to go back to my lab in Berkeley to give a presentation on what I was working on, and I got a lot of really good fee","So the point was, you have this general goal of trying to reduce your carbon footprint, and one way to do that is to move more from paper to electroni"],["And there's a lot of people who work for the same reason that I work, right? Because there's a good purpose for it, that I know what I'm doing. And I ","I have a thing I need to get done that's in my computer and that's in the mail. And I have to go out and buy some more mail and send it off. I need to","and I've had a bunch of people that I have to call to see if they want to be in my family, and then I get to the point where I have to say, do you wan","and then I was just doing all kinds of little things in my life and then, then, it just seemed like that the economy was getting worse and worse and w","and it's just a matter of time before one of you will have a stroke, and you'll be like me and be in a wheelchair for life. And so if I want to have a","I know there are different ways to make a living. I know I could do a job I can do, but it's a lot more difficult to make the same amount of money. It","it's 12:15. I'll see if I can get the job. That's a big job. I'm glad I have it. I'm just wondering what it will be","you know, you look at it, I mean, this is how it's written. So I don't know if I want to go in, or if I want to not go in. I","I was thinking about the 1948 attack. And we know that there is a connection between the 1947-1948 war and the 100 percent","I'm going to be out of town next week and I have to take the kids to school every morning and I wonder if I can't just leave the kids here with someon","we should be doing this in the summer. We should be doing this as part of the summer programs. There's been no summer programs in this city, and I've ","and then I have to go in and work and I go in and I have a little more work that I have to do. So I have to work at my desk all day, and then come","I've got a meeting tomorrow morning at 9:00. I'm going to be up there. We've got to get the security up in the plant. The plant is going to be","you're not going to get a bunch of guys to sign up and go do that, it's too much. It's like going to Iraq. It's not like we've got guys sitting at","and this is not something you can do, and you can't just run a little bit and you go off. The whole point is you're not running anymore. It's not just","I was looking at the picture of the U.S. and the picture of Canada and then I was looking to the west, and I thought, well, we need to find a way to b","well, and this is really why I don't think that I can have a job in the corporate world. I think that a lot of the problems that we face now are going","I'm still thinking about that. We've got to think about that in terms of, you know, how to go about doing that. I mean, there's a lot of people in the","I have a lot of difficulty getting myself out of bed in the morning. I have to remind myself to get up. I'm on an early start schedule. I have a lot o","uh-huh, I don't know if that's fair to compare, but I think they're coming on the scene a little bit more. I don't think they're doing as much researc","I just can't say, like I said, I can't say it, like, what we can do with these, you know, like the like, I've had these meetings with people in","I got a lot of stuff going on right now. I've got to have a lot of things that are on my plate. I've been involved with this, a lot of work, a lot","I've done it, I'm doing it, I know. So, if the state of California is going to be a little bit of a disaster in the next couple of years, it's because","and I think that the big problem is that we have a lot of people who are really really bright, and have a lot, they're able to do, and are doing thing","you know, I have a good friend who is a scientist and he's working on some stuff related to quantum physics. And so, we were talking about the uncerta","So I was thinking about the things that I don't like about the university. I think that there is a certain level of incompetence on the part of the st","that's the one that I don't like and the reason why is because I'm working in a lot of areas that have to do with technology. You know, in that area o","there's been a lot of effort put into these last few years trying to bring more women into the technology sector. I think it's great. We've been doing","the Internet is the most powerful thing I've ever seen in my life. And it's not just because you can talk to people in 100 different countries and 4,0","a new perspective, a new vision of our place in the world, of our history, of our culture. That would be very interesting. You know, for example, if w","and there is a very, very, very strong force that comes from the mind of the creator of the system of the world, which is to say the human beings them","And that was in 2003, and I was in my last year of college. And my whole research project, for my final year's research project, was to investigate th","we have a lot of data about how people perceive things and react to things, but we don't have a lot about how people are thinking about and planning f","there's a new idea, actually, which is the idea that we have a system of cognitive networks. So there's a cognitive network, and that network is not i","[a] little more than a week ago I was in the Netherlands at the 2nd International Workshop on Data Fusion. And that was interesting because this works","that's kind of a funny thing... you know... to say... you know, in a lot of ways... people... who... who, you know... people who are sort of... the...","a good deal of my work is about the structure of consciousness and how to understand the structure of conscious thought in terms of the kind of neural","I guess a lot of it is about, well, the value of work and the value of money as an incentive. I mean, the incentive structure that exists today, you k","we can't think in the future, right? I think the future is always contingent, that we can't predict it, and there's always a lot of uncertainty. And I","you have to understand what the person is really saying, and to that end you have to look at their behavior, the way they dress, the way they talk to ","And then there's a part where you look at your data, and you're like, 'Oh, look, it looks like this, this is what it looks like, it's this. It","so if you're going to, say, do a little bit of work, I think you would need to do a little bit more work, just so you can get to that, like, you","uh you know I I was thinking about my work and and so I've been kind of working on my dissertation which is my Ph.D. dissertation in philosophy and I'","I'm really thinking about the reason for my own success and failure. I think that success or failure in the past is very, very much the result of havi","what do I want to do with it? How do I want it? The next thing I want to write is a short story. And the short story I have in mind right now is about","I just want to go out, just go for a walk, but I'm not sure how to do this. And I don't know who's going to take the care of the students. I","So, like, I'm really interested in the kind of, what's the word for it, the like, the cognitive mapping, I guess, and how that works. And I think that","okay, we're gonna do a little bit of an experiment where you're going to, you're going to tell me about the most important problem facing our country.","I think it's sort of interesting the way we, the way we use our eyes and what we can do with our eyes, like our pupils can dilate and all that stuff. ","so the more you see a pattern emerge in your life and then you have the ability to actually change things on that front, like, the more you can do to,","I have a feeling that we're getting to a point where you can be almost anywhere in the world with a good Internet connection. So, you can basically be","I feel like there's so much more to say, but it's not necessarily like I need to articulate it with a lot of precision and a lot of detail, you know? ","we had an email discussion and I was trying to figure out how we could improve the email communication and what was happening, so that we can have mor","there's a couple of ways I think I could do this... maybe I could put it into a slide deck, so that we can go through it on the screen, and we can sho","So then I thought, so what would be the problem? I mean, what would be a problem? That this is actually just a problem that I don't know how to handle","So, I guess, if I were to go back in time, and I didn't want to do the same mistakes that I did, what would that look like? Well, I think it would","and I'm kind of looking at the global economy. I'm thinking about, like, what's the global economy, like, been through? And that's a huge question. Li","that you can actually change things, even though people don't like to acknowledge that they have an impact. But you can actually change some things by","we got some of that...the idea is...I can't remember...but the idea is, you can't be too scared of a change. If you're afraid of change, then you're","I'm thinking of the way that it's always hard when you have a team that is not a team. If you're not on a team, you're not working for something that ","this is going to be really interesting. I know this is going to have a really interesting effect on how the world changes. I am not going to say I'm g","the government is really gonna crack down on crypto. I've been watching for years and years. I mean, they're really cracking down on crypto right now ","that's the thing about the economy though, you know, people say you know the economy's gonna crash and then it's gonna rise and they don't tell you th","the truth about the coronavirus is that it is a 2006 hoax. You know that, don't you? It's a 2006, 2016,","I am on a plane to New York City. I will fly to New York, I will fly through the middle of the night. I will have a meeting in New York with an execut","that's probably one of the problems, you know, with the 35,000 miles to go before I retire. You know, I think the best years of my career are ahead","[I'm] having a thought about a friend of mine, he's a friend of ours, we were having dinner together. And he asked, he asked, 'You know what I'm a","it's really nice because it's a pretty good day out. I can't believe we're here. We're here with the sun shining and I'm in the middle of nowhere. We'","I'm in this field. I've been working for the last seven or eight months. It's pretty intense. I'm in the field. So this is actually a new thing. I thi","it's really hard to talk to a woman who is really, really young. Because I don't think I have any experience with that. I'm kind of young in age, I wa","a kind of sense of time, the way that it just ... the way it works ... is really interesting. And there's a lot of kind of ... a lot of people out the","[in my dream] we were in the woods, and I was in a meadow, and it was very beautiful, and there was a stream in the meadow, very, very beautiful,","I'm wondering what is it like to be in space. I've never been in space but I've seen some pictures of the Earth from the space station and I think tha","I remember a lot of things. I was in the 80s. I was an undergraduate at MIT. I was a freshman. I was doing a lot of research. I was working at","you know what's interesting is I started doing that thing where I thought, I think I've got a thing I'm thinking of doing, and I just started having t","So my feeling is that it's better to have a lot of different technologies. I'm actually really excited about the prospect of quantum computers. I thin","It's a pretty interesting concept because it's that if you think about how humans have evolved over the last 100 years, 10,000 years is like a blink i","I just did this problem on the computer and I noticed a bunch of things. I had been getting a bunch of different problems and it wasn't very clear to ","I have no idea. I mean, I would think the other way around, in that maybe I have no idea if it's an idea or a fact, and maybe I would ask more questio","so I was trying to figure out what it is about this question. And I can't do it. I can't even think of the words. I can do it if I say the question.","the number of points in the Cartesian plane that make an angle with the origin is... this is the x, this is the y, this is our angle. And so there are","the answer is a little bit bigger than that. You might need a bigger number. Oh, if it's not a square root of a perfect square, then that will not wor","15, 13, 12. What is that number? That is the number 15. 15, what does that mean? That means we have the number","we know, we know we know that if a number is prime, it must be divisible by one or itself, or no other numbers, and if a number is divisible by one an","The two forces, the forces of attraction between them, and the forces of repulsion between them, as they get closer, you know the repulsion, the attra","well, the next step is to take it into a full-fledged quantum field theory. Okay, now there's a few ways to do this, but we can start with the first t","then the computer science, what I do, and how to implement the thing is that I have to write a program. And the program is essentially a collection of","and that would be a bit different, I guess. So what are the properties of the spectrum? ...So I have a bunch of different types of things, I guess I w","yeah, I guess what's actually happening is that the probability of a photon hitting this detector is given by the squared magnitude of a function, whi","I'm not sure if it's an artifact from my mind or an artifact from the hardware. I'm not 100% sure it's an artifact of my mind, because it's still","yeah, that's kind of interesting that... I was going to say that's kind of surprising that the average person actually can remember their dreams, that","there is this idea in my mind, there's this idea in the mind that is just in the mind and the mind is a thing of its own and that there is this other ","you know the basic principles of quantum mechanics is, it's all about uncertainty. I was thinking about that. So, you know, you can think of the uncer","okay so it's 12:20, what is the time right now? Oh, that's right. The time is 12, 20. Oh, okay. Well","what I'm saying is that I believe it is a function of the brain to create this perception. And so I think that what we do is that we are creating this","there is a way to achieve a certain kind of peace of mind and that is the so-called no-self, or the so-called emptiness, which is the same thing. So, ","I have this feeling that there is a fundamental, deep and important relationship between the mind and the body, and I don't think it can be adequately","So, that's what we do in the world. We make ourselves an instrument. I think we could go that route of we could do a lot of things with that. Like, wh","And when I'm thinking about the future, that's a problem. Because when I'm doing something, that's just what I'm doing, and I don't have to worry abou","And so, if we take, let's say, a bit of time, we have a bunch of different things. You know, some of these things are, they're kind of like a product","my wife's reaction to the whole thing has been, 'oh, that's kind of weird that you did that.' So I've tried to explain, 'yeah, actually, it's quite us","It's almost like, it's almost like the whole of this world, the whole of the world is just a simulation, right? It's a simulation. But I'm not a simul","[W]ell, it's almost like the same thing as like a lucid dream, because like if you're lucid dreaming, you're basically just like, you know, you're in","I think that when people, when you get into a state of hypnosis and they're, you know, they're in this kind of meditative state, I think they're reall","I'm on a train right now, right? It's a long-distance train. So I'm thinking, well, what's it going to be like when we get to my destination and I get","It's good to get it down on paper, you know, to kind of think about it and reflect and kind of understand. I guess that's why it's so important that p","and I'm actually doing this for a couple of years I've been doing this for five years and I'm actually in my third year of a Master's degree in lingui","I mean, so many people have told me, so I thought I'm in, you know, I'm gonna go to graduate school, so I don't know, I don't mean, I","the only time you see me now I'm here working for the government, which is fine. I like that. I'm doing a lot of good work and it's exciting. I feel v","I have a project that I want to work on. It's a book on the history of the United States. It's going to be a little different from some of the books o","yeah, yeah, you know, it's one of those things that's not really a problem, because we, we, we've seen it before, and it's not something that, that's","I don't know why this is a big deal. Like, if you're in a situation where you're trying to understand whether you're a good person, then you know, lik","[t]he way that I see it, it's this idea that we can actually sort of take control of the way that we experience the world, and if we take control of t","uh, so we have a lot of things in the world. We have a lot of stuff that is being done. Right? So, we have a lot of, like, software that is being","yeah, I got to work on the morning of the 24th, and then I got off work. And then I went and did some things in the evenings. And then in the morning","and then I have the sense, because I'm working from home, that I should be making more of an impact on what I'm doing on the weekends. So I'm actually","I have a 40% chance of being a millionaire. I'm not sure. That's the end. I'm really going to have to think about this and think about this more deepl","and it's like, you know, that's actually the case. I mean, that's a really interesting point. I was like, hey, maybe I should actually test this becau","okay so the thing I'm trying to get into in this problem is, like, is it the best way to actually... [pause] I don't think you can actually get into t","okay, so, so, what we've seen in the last few days with the, uh, with the, so, I, I don't want to, I don't, I don't","I don't like it when you take out of your pocket your phone and you're not going to use it, right? Like when I'm in the car, I'm trying to get somethi","I've been thinking a lot about my old boss, because I haven't really had the chance to say goodbye to him yet. I guess I've been doing a lot of things","[I]t's sort of a real pain in the ass to try and do [whatever this is]. There's a lot of pressure from a lot of people to kind of have these different","what are you thinking of? I've been thinking of different ways to improve our lives. We can make this much more efficient. It's just not really what w","So you could be like a consultant for like your whole country. And then, and then, I think you have to know the country, and you have to have the cult","I would like to see more collaboration among the various parts of the government. In particular, I would like to see better collaboration between the ","the reason I didn't want to go into this particular work was because it was kind of like this was a good thing for me to have had a business, but I wo","so you've had to get used to this kind of change, it's been a pretty big change. So I've got to go back to my roots and really learn about this stuff.","we've seen a lot of recent articles in the newspaper about how this is a good thing, if you want to get a high-tech company to invest in your area, yo","I'm getting this thing where I don't have to pay for any of my things that are in the system, so I don't pay for the insurance for the workers and thi","I've got a few things going on. I've got a couple of kids at home. One's getting ready to graduate from high school in a couple of months, so that's a","it was like we had a few days ago when I had the chance to have dinner at the hospital. And it was a kind of social event. So I had to have a group of","I'm in the middle of a book, The Mummy's Curse, by Jack Whyte. And it's set in the period around the time of the 14th Crusade. The","And then I'll be back to the university. I'll be going back to the school to get a master's degree, and I think I might take on the MBA in the busines","and I've been reading an article about the possible negative effects of cell phones, because I think that some of my students are very over-dependent ","and I remember when I first started thinking about the internet and computer networks, it was something that I was very much interested in and was exc","that we really just need to get our heads around that, it's really a global problem. And that the only way to actually solve this is to bring together","So I think of the military-industrial complex that the United States is really, I think that the military is kind of, there's a lot of different facto","It's the first time I've ever been out to a movie like this, because I'm not a gamer. I'm not really a video gamer. I would probably play some kind of","So the research is coming in on a lot of these things, and so the research on climate change, on energy, on the internet, on a lot these things is, it","So the world's very... what's it called?... the world's so complex and we're so complex. So in a sense, you know, the idea of just trying to get an in","it's been a long time since I've had a good night's sleep. So I think it's also been a while since I've been in a deep sleep mode, where I'm sleeping ","so you get to the point where you don't think that much. If you don't have the tools to do it, you can just say, 'Hey, I'm going to work on this","you know that the key to our existence is what I call, I don't know if you're familiar with the term, is a cognitive bias. Right? The idea that if you","[it's] really important to be able to create a context where you can learn in real-time, because if you're going to be learning, you have to have a wa","and I've been thinking a lot about this concept of you have to have a process that is scalable and it doesn't necessarily have to be the same process ","I'm talking with somebody I had a good discussion with a couple months ago and they were saying that there's a lot of things that I think people just ","I have this thing about the... I'm trying to remember the... the... the, I can't even remember what it is called, but there are these, there are these","and I'm thinking about, so that's the first one, where we had our discussion, like, about the, um, how do we want to present these concepts, or concep","I just started writing this, and I'm not sure if it's actually any use. But I thought maybe, I mean, there's a lot of discussion about what are the im","so it's actually, the one thing that I've been thinking about with the AI is that I'm thinking about, like, the AI actually, the AI is actually someth","oh I think that's a pretty good point, but I've been thinking that in the context of the whole, right, I'm saying I'm saying, that we have this, you k","I've got this new product, it's a video game. It's a game about space travel, and it's just a lot of different kinds of activities that you can do in ","there's this concept of... of a global maximum value of an arbitrary function, and that's actually just a concept that's out there. It's not just in a","there are various ways you can do this, if you're looking for some kind of a metric to compare the strength of the relationship between two variables,","what we were going to talk about today, well, that's really a bit of a trick question, but I was going to talk a bit about, in particular, I think the","what I do is that I use a lot of different data sources, from Wikipedia, from the internet, from other people, and then I try to synthesize, and come ","that was a bad choice, and that was a good choice. So, it's not a bad choice. It's a good choice, but it's not optimal, so what do we need to","I have a friend who is a chemist and who has a company that makes some products. They had an incident with a product, and they have a software system ","a little bit of a problem. You know, the whole, uh, uh, the whole problem that we have is that our society has moved towards what I call this, uh, thi","So we want to make sure that we have the same level of support on all these different services. And if we're doing the same thing on all these service","I guess the question I would ask is, what are the things that are important about this particular field? What are the things that you need to get to i","I feel a lot better now, I have a better sense of purpose, a better sense of direction, a better understanding of what I want to accomplish, and a bet","that's what it is. Right? You're not saying that you can't do it, it's just that you have a tendency to not do it because of your natural ability. So ","you're really trying to learn as much as possible about a system of belief, but also trying to learn a bit about what you know, and the limits of what","[a]s a leader in the field of AI, I'm interested in what we're doing to try to figure out what the implications are of machine learning in the context","so when you have a theory of mind you're able to see how you can do that, so if you have a basic theory of mind, then you can look at someone else's p","a lot of what you're trying to do is to help people have a sense of control in their own lives. You know, in a lot of cases, the people that we work w","[t]houghts can come up and [you] have to put them down. There's a whole process of thinking about how to put them into words, how to make the words in","So this is why I think the first step of this is to take some time to think about how do we want to look and feel as an organization, as a company. So","and, in the middle, there was this book. And I was thinking about this book, which I didn't know about it. And I looked up the book, which is not even","a bit of a thought: how can I go from the state of the data, to the state of a machine learning model, that is, a model that can be used, that has bee","So we're doing all these studies now about what kind of stuff people can get into their minds and do they do it successfully, what's the learning curv","there is this whole set of things about how you can be good at a job, that you can be a good programmer, that you're a good developer. The reason that","[I]t's kind of a long-standing theory in physics and math and computer science, and a number of other sciences that I think this is a fundamental, rea","I don't like the way that the literature in the area of organizational behavior and management seems to be. There are some interesting hypotheses that","[I] don't see why you're putting all that time into trying to get people to understand. I mean, it's not like they're going to be able to understand e","[I]f you just have a bunch of random thoughts, you're not going to come up with any good ideas. But if you have a bunch of well-informed, well-grounde","the first question, of course, is why am I doing this. What is the underlying reason, what are my core motivations, what do I actually care about? I g","what is the reason why we should not use the word 'there is', when we are talking about the relationship between science and philosophy?...the reason ","a couple of months ago, I had a dream that I was in the mountains with some other people, and I was going through a cave. I was exploring a cave. And ","I have no idea. I have no... I don't have... I have no clear idea of what is going on here. So... the data here, that we're... it's not something","[T]he first thing I've got to do is, you know, it's a kind of a methodological thing that I've got, you know, to figure out which are the appropriate","there's the whole question of, is there a moral dimension to this, that we have a duty to do certain things? There's the whole questions about, for ex","I mean it's not so much the cost. It's the idea of cost, right, that is so important. And so what the cost of a human is. And when you're talking abou","it's not only the individual, it's not just about the individual. This is about the individual, but there are externalities. The externalities of the ","I am trying to explain my thinking and my ideas about how we might do that, what it is that is good about it and bad about it. And there's a number of","it's very interesting. You know, I think that's one of the reasons why I am so very much attracted to this is that I can actually see in the data, whi","it's a big question. The idea of the origin of life is the same as the question of the origin of consciousness. Consciousness is really hard to define","and I had this idea to look at the relationship between the type of music that you are listening to when you are studying and the ability to learn, so","there's also this idea that, you know, the market is not the solution to the problems that we're facing. The market is not going to be able to solve a","now we have a really big issue with the US. If they're going to take that step and we can't stop them, then we're going to see a world war. That's how","It's not just the machine learning problem, it's the social engineering problem. So, for example, the thing that has happened is that people have used","so the data is captured and I know it's being used by Google and other companies for everything from medical records to general information to product","... ... ... ... and that's when I remember that if you have a graph of a function of two variables, then the gradient at each point, I believe, is the","I was thinking about some kind of game that would be a variation of a lot of what I do at work, where you'd have some kind of system that's going to b","it's just a few seconds away. If I go out the front door, I'm going to be able to walk down to the next intersection. I'm going in the wrong direction","I know, and then, what happens is, there's an order for the system. The order is to move it into a place that is in an empty slot. And then it's done.","I have no idea what to do with that. So, I'll look at the code to figure it out, and then I'll try to find a solution. I need to write a function that","[I] can't wait to start the next week's work. The other part of the work was all about that. That's my only problem: I want to work more on the other ","that's the point where I just said, I want to be able to find all the jobs that I can do, and I think the problem is that I have to be able to figure ","that's why it's such a good example is that it's a real world problem and that people have an actual problem to solve. And when you're trying to solve","what are the dimensions of the problem space? I have one-dimensional data: I have the value of the variable and I have the error estimate of the varia","so I have to look at the last item that was completed on the last line, so the last item is on the last column, which is the number of seconds it took","I'm in the middle of a research project. And I've got some data I'm analyzing. And I'm trying to figure out the best way to present the results, and w","the thing that we see that's like a window is, it's a good model. We can see the differences in the model, you know, and it's like a mirror. I don't","I think that maybe we should take a closer look at that in terms of, um, the socialization and, um, how it's changing, um, over the course of our life","now we've got it. What we've got is this. You're getting a signal from the server and the server is telling you something. You've got the signal, you'","and this was the original model, you have this, right, you have the model, and then it's converted to the first one, and then the second one, and that","and so this is just the normal, so it is just the simple, so this is going to be a simple function. But as the complexity grows, the amount of computa","the past and the present are the same. When I look at a picture of my mother or look at a piece of jewelry that I own and I look at the past, I'm real","we're trying to build a 5G network, and it's all about making sure that the frequency can go from A to B without hitting other frequency bands in betw","and I'm going to have to change that, and that will mean, I'm going to go, I'm gonna go through, and I'm gonna have to build the entire system and the","and you see the particles that are moving, like little balls, and they move up and down, and then you look at them with a different kind of a filter, ","uh the light was on and I saw it was on and there was an error in my code. I mean the program was expecting a 0 or a 1, I was expecting a negative","I'm wondering how much, if any, of the signal is picked up by the receiver? Is the signal the same as the one that the antenna picks up, or is it a di","I am currently having an argument about, well I'm not sure how to word it. I'm trying to see if I can find any sort of mechanism for this. What I'm tr","and this is why I think that we'll have to do some more of this and some of this has already been done, the main point is that this is an important po","I'm thinking, I'm looking at a lot of data, a lot of different things and the model I've got in my head, and the one that I want to use for the data,","and it's an interesting example. In some of these cases, it's the kind of thing where, you know, I'll see an example of how people are using this, or ","So, I mean, it's a really good, you know, the way, in a way, in which, in a way it's really good to think about, is to think about how","and I'm thinking of all of the problems with the whole process. One thing that I find is that people will do a lot of work. So I'm thinking, if you ha","it was one thing where if you're in a situation, you need to make a decision, then you can apply all these different techniques that we learned, the t","and I was like, what kind of a world is it, that the average person is getting $15 an hour and there's a person who's going to make a billion dollars,","I'm in a kind of a room now, that's kind of a high ceiling, kind of a low ceiling. And the walls are all white and then there's a chair and a couch an","and that was all it was... it was a little bit of a surprise because when I was going to go in to start the job, I was like, okay, I can do this, I","the weather. Oh, that's a good point, I should look into that more. I need to. I need, it's a great idea. So it is a great idea, we do","I have this thought that there's something very wrong with the fact that there's all these rules and all these regulations and all the government cont","So I'm kind of curious about the level of awareness in a brain. Like, like the, like the conscious level and the non-conscious level. I was actually g","so it's sort of a matter of... you're actually in control of your own life. Like, you can think things like, well, this is the right thing to do. The ","oh, the word 'cognizance,' and 'cognisance' is different from cognizance, cognizance is related to knowing something about something, right? Cognis","but I know there are other ways of thinking about that. I don't know how you know you can't think about it another way. Maybe there is a way, and you ","I'm talking about something like that, you know. So I'm just saying like, you know, what if there was a situation where like, you had this, you know? ","So this is kind of the same as a dream journal, right, where you're kind of recording your dreams when they're still fresh in your head, and you're go","you know I mean I mean I was working on this idea of just being a sort of an objective observer of everything and then realizing that we can't really ","it's an interesting question, isn't it, like you know, what is a normal brain, because, like, we don't have any, it's just not that clear. Like, it","the thing that really surprised me about this, as far as, um, just sort of general knowledge and understanding, is I've seen a lot of articles in the ","so the idea of a very large, very powerful machine being controlled by a very small, very simple control, and the implications of that for what's happ","[in] a very broad sense, my brain is a very complex computational system. There's a lot of different ways in which I can compute things, and a lot of ","I'll show you a good one. I have a good one. In a few seconds, I will show you a very good one. It's not very good. It's a good example,","we're at this point and you're not seeing what's going on in the world at a high level, the big picture. You're at a point where the big picture is th","I remember this very well. So this is my brain, which is about 10 or 12 layers deep, and it's made up of a bunch of little cells that are firing and","I'm doing a think-aloud study of spontaneous thought. The participant lies with closed eyes and says out loud whatever passes through their mind, as i","uh, I've been looking at a lot of different things on the web for a while, and I've been, I've, I've found this really, this really interesting, reall","so when you have an idea of some kind you just put it into the system, and it will be run through all the different systems, and then the system will ","this is all, this is what I am. That is the self, that is the self. And this is the thing that I can't seem to do. I am a programmer, I am","[and] so they've developed, you know, different ways of measuring the impact of what's going on in their brains and so on, and so forth, and I guess o","I'm having this experience of just observing. I can see that it is being presented as an event, as a fact of the event, and I'm experiencing it in the","I'm gonna get a bit more information from the video. And I think the video will show us, like, what the video will give us the opportunity to do, to s","this is one of the more exciting things that we've seen in the literature where people are using the concept of brain states for self-organization, wh","I'm thinking about that in the past, right, but the more that I learn, the more that is known about it, the more I'm thinking that maybe this is just ","I think that a lot of our work, a lot of the problems that we've had with technology is because of our short-term memory. Because if you were to say, ","this is the idea, I think it's a bit like, or maybe I can think of this metaphor, that a machine, you know, like the internet and computers, right, th","and the way I've seen it, which I think is more relevant in this case, is that as we move towards the future, what we do is, we say, we want to reduce","it's probably an idea that I'm trying to sort out in my head, you know, because I think you can be very efficient in terms of being able to figure out","so there's a certain amount of research that was done on this. We call it the research and development of the idea. The research and development that ","I'll have a go at the system in the future because I know there's a lot of work to be done, but I've seen the current state. It's kind of nice and sim","and then a lot of people are sort of doing a lot of different things. It's like, the big difference between the stuff I'm doing versus the stuff that'","I feel like I should do better with my projects. So, I'm sort of, I have a project going on right now that's a little bit more interesting. I was hopi","and I want to look at how people learn about the world. So I think that the best way to do that is to look at different ways people learn about differ","it's the other way around. It's the other way around, we have to think about what's important to the user and then build our products around that. Tha","and they're the ones that I am most motivated by. So I think about this whole question of how does what I do as an educator influence the next generat","a lot of the things that we do are, are really based on these kind of emotional, gut feelings...and they're not always based on good research and anal","I'm looking at some of the research that's being done in this area with AI in a way of a robot and machine learning. You can actually get a machine to","and I think that it's interesting to see that when you talk about AI, it's just the most general AI that would do the best in every single domain. And","I know, the thing about, the thing is you have to have a great team. You have to have that, that you have to, you have to bring that, that knowledge, ","I have this idea, a theory that there's a problem, we're going to have some problem, I'm going to have a problem, the problem is going to be that we a","I've got to think of this. I have to think of the next level, and think about how to get that. So, you know, I was, I've got, I've done","I think you know that it's a lot easier to have an infinite universe than a finite universe, right? ...If you have an infinite number of particles, th","it's all about the people in your life. The people in your relationships with, your friends, your family. I think that's the real important thing. Wha","I'm thinking about my kids and the work that they do. They both work in the government and they both have been very effective at what they do. And I t","I've got a daughter, who's a good girl, she's 21 now. And she's studying for her PhD in environmental engineering. And she has a great interest in ren","I have this idea that people think that if you have a successful team, then they are more likely to succeed. So, you need a successful team in order t","the problem of a certain type of person who is very good at math or science, but cannot manage their life and has problems with communication skills, ","there's this idea that I'm very well, you know, if you're a researcher, or you're a student, or whatever, that you're very well trained, but that does","it's like trying to learn a language. You have to get the words, and the concepts in your head, and then you can try to do the thing. And I feel that ","and then if we're talking about the development of the software, you know, the software is very good, you know. I mean it's very mature, we're not usi","this is really a great idea. The problem with that idea is that it's not realizable. So I'm wondering is the way to solve that is to have a clear unde","that's what I'd call an 'executive' decision. Because it's not just a 'one or two' decision. There's a whole bunch of people on the team that are maki","it's a shame. It's a shame that the internet doesn't seem to be a good place for business people to do business. It's just like a big social network t","the whole thing with the data and the data set and the data scientists that are now there in the market and the companies, it's a little bit... that's","we could get a lot of new ways of using the data. For example, let's say you want to know what's going on inside people's brains. I'm not sure if it's","So we could start with like the classic examples of what we call like the top-of-the-line and the lowest of the low. Right. So you'd have like the hig","So we need to have some way of capturing that data that we need, to be able to train the AI to do that, and to be able then to look back on that and s","you know, and the reason why I'm not seeing this stuff, is because I'm not interested in seeing it. I've already seen this. So I'm not going to waste ","and I wonder, so I do I think, I don't know if I'm a part of the problem or not, but I'm kind of a part of what's happening, or maybe I","this is something that we have seen for many years, we have been looking at the same phenomenon and we have seen that these are all really similar. Yo","and then in the end it's always a good idea to do something about it, so you can either have a post-mortem where you look at it and say, oh, that's wh","The word that comes to mind is that the other day I saw that a lot of people were complaining about a lot of things, but it was the same thing that wa","[thinking] about the old days, the old days that I used to work in a factory and the company where I used to be a technical engineer, I had a problem ","and I can see, the data in my head is actually a very interesting, and you can actually use that to to be able to do something. For example, I can tak","13th of May was the day that I first got that call from my manager saying that we had this opportunity to bid on this, this big project in the Gulf. A","and what I see is that's not really the same as the way I did it, but the way I'm doing it now is, I'm actually looking for a single data point that I","and I was thinking about the fact that I had to get a new router. We use the router. It's a mesh router. It covers the entire house. So we have like t","I guess this is the start of the session. I guess we'll probably talk about the different models that you have in your mind of what an AI system shoul","that's a nice problem, actually. So the next question is, if we take, if we have a problem, a nice problem with a known solution, how does the human b","this is my first attempt to do this and I've been doing this for years. And I know that people with cognitive deficits in particular are prone to some","I'm trying to make something... it's something about the... the fact that when we think of something, we can often use language to describe it, and th","the person in this image has no social media. He doesn't have a smartphone and doesn't use the web. He has no access to the web. I think it's the same","okay so what are the things that we see at work and what are the factors that we would think would correlate with performance? I'm going to make a lis","I was trying to figure out, like, how the hell do I get people to do something like this? I guess, you know, you have to have some sort of, like, you ","I want to understand how a human brain works. How it takes in information, how it stores it, how it remembers it, how it processes information, how we","And this is where my mind is in the midst of this. You know, I think this is a very important question. I think it's a very important issue. There are","and, you know, that is exactly how I felt. And I think the world, as a whole, is, in the end, made of two things. And you have all of the complexity","[this is] really fascinating because I feel like this is a really important topic and something that has been the subject of a lot of research, but al","what we're looking at now is this notion of, as a society we've got a particular way of doing business, which is the capitalist model. We have the cap","my sister's daughter is a lesbian, but my daughter's daughter is going to be married next year in January and I'm worried that she is going to face a ","and I just want to say, it's so hard. You can't get in a car and just be a driver because if you're just a driver, there's so much you don't know","yeah and the thing with the supercomputer, that's my pet issue, so I don't think that's going to be an issue. The main thing I think is going to be, h","you know, a lot of the people that are going to be looking at this stuff are going to look at it and be like, wow, how many people are going to, I mea","and then there were some sort of like a kind of like a new way that they could make it, like a way that they're like, hey, we have these kind of like,","and it's a really important idea because what happens if you're an organization? What happens if you have 50 people, you've got all of these different","I'm trying to think about some ways to make my life better. I don't want to go back to work. I'm not happy with my job. I'm in a better position now.","I have a family... my family has a 5-year-old daughter who is, uh, who is really good. I think she's just as smart as I am. So she's going to","I know that the UK has a big problem, right now, with the data protection law and the fact that there's a bunch of companies out there who are saying ","It's a big part of our ability to be a leader, to be able to think on your feet, and to have the kind of conversations with other people about the dir","my current understanding of the world is that there is a problem with our democracy. There is a problem in our democratic system in that we have too m","I've just been looking at these two lists: one is the 15 that we're going to take from the full list and the other is the 5 that we haven't been able ","okay. I've got this. So this is how I was thinking about it. So the question that was asked was how do you think the internet has changed the way we d","we can't just do whatever we want and not be accountable for what we do, or not be held to account. And what is a system to do? Because as an organiza","I don't see anything wrong with that. I think the problem is in the execution, but I don't think that's the problem, but it's just in terms of executi","a lot of things that have been happening. I am also a university professor at the moment. So I'm a university professor, but also an independent schol","... the one who is not a leader but is a leader, he can change the world for the better. He can be a better world in terms of education. He can do man","we have a lot of questions we need to solve for the future, for the next 30 years, 40 years, and it seems to me that what we need is to have a","but also because I had just started in the program, I didn't have much money for research. I had to pay attention to my own studies, so I didn't want ","So the one that I'm focusing on now is the one that's happening right now, and I'm just going to put a little bit of thought into what this thing is t","I've been thinking about my career in the past and I've been really lucky to work with a couple of people who I've gotten to work with that have reall","Okay. So, I'm looking at this, so it's a little bit like this. So, you want to be able to do a lot of the analysis for the future. The current analysi","So this is a problem of trying to determine what are the most important factors that determine the outcomes of these large complex systems that we cal","so here's the one that I'm looking at, this one. This is a very straightforward. It's just a simple program that was implemented at the CERN data cent","there's a bunch of us here who are getting together to do research on this idea of 'thoughts can be hacked.' And we've been thinking a lot about what ","And so now that we have that, the second step is to go through the list and to find the best combinations. So, one thing that we can do is to look at ","yeah I think that's pretty good... that's pretty interesting. The second one is a lot of different parts of the brain are activated. So there's the vi","okay. Let's say that you're talking about a situation that's somewhat of a threat to you. And then you're going to try and analyze this. So let's say ","you know, the thing with that is that you don't, you know, it's a very small percentage of the people that have a really bad case of it, and the vast ","the day the internet became free. We don't have any privacy. I can't even speak freely. I can only speak as much as I want to. But I can't get away. I","I can't quite remember the name of it but it's in a book where you can put it on your phone and it'll play out, and you can do whatever you want, like","what is the point of this research? What is the goal? What is it trying to accomplish? So what do I mean by the goals of this research project? What i","my thought was that it'd be quite a useful exercise to have a library with a lot of material, that can be browsed and sorted through, in an attempt to","I was trying to think about something. I don't know why. Maybe I'll just tell you about the last time I went to a bar. I'm in the process of creating ","so if you look at the [energy] distribution over time, that's the way that the sun comes out, and this is an average over time, but this is the time d","oh, I see. So you see, and so, in order to get there, we have to start at a point in time that's closer to the actual process, to the actual applicati","and I was like, okay, so if you look at the data, you can see that the probability is 0.68. But if you look, if you look back and see the","the word, which I will denote as a random letter sequence, is given as input to the neural network. The network generates an output which is also a ra","I'm working on this paper where I'm trying to develop a metric to assess the quality of a research paper. It's just a bunch of numbers that people mig","uh what does that mean that is just so bad that they couldn't come up with anything uh it is you know it is kind of surprising because they had to hav","so I just want to get into the context of this question, because if it's just a question of the same distribution, it's a question of what, we're talk","a bit of a struggle, but I've got a list. And it's a bit of a long list, but I don't really have too much, it's mostly about just getting some things","there's no time limit. And I think that's just the way to do it, is to have a little bit of time for me to have a few of those things come up, and the","I am feeling a little more positive, I mean, I'm looking at the data here. I know the data will be out in the spring, and I'm waiting on the spring. I","Okay, so, I have a bunch of questions that I'd like to ask. I'm interested in seeing what, first, how are we going to measure things in our experiment","I think that's where the main difficulty is that... that people who are not in that, kind of, in that kind of world, kind of world of having a lot of ","the last time I was in China, I was in the middle of a meeting, and I was working on a project that was the only project that had a potential to be a ","and so it's in some ways easier for us to be able to get a good sample of a population to go into these kind of surveys. And it's, I mean, if you thin","we do not really see any of the big difference, you know. And I'm not sure, if that is due to the fact, that we're more educated and our knowledge is ","my gut is really telling me that you guys are missing the point of the paper, and that if you really were paying attention you would realize that that","yeah, we were discussing, I don't know, the actual the the concept of what we call, right, so it's this thing where we're able to think about our thin","I'm thinking about a game, a new game that we're gonna release, and I'm thinking of it as a board game, and it's a new idea, it's a bit of a","okay, yeah, so what is, what is the difference between what the person with the mental illness experience and a person without mental illness. I don't","this is the same idea, the idea of a universal quantum computer. So this idea of a quantum computer is a physical device, it's a computer. And then wh","[The participant] thinks about how to create a better understanding of the universe through quantum computing, and then talks about the first principl","the word 'man' comes to my mind, and it has two definitions, and one is the person who is a male. I am not sure whether the word 'person' is male, but","the way we know that it's real is that we can test it in our mind. And then we can run experiments on that, and we can run the experiments on the huma","now, when I try to calculate in my head, it's very slow, you know, like a calculator, so, what I do is to write it on a piece of paper, and that","And so what would happen is if I were to take the same number of times, same number of time steps and make that the base for the algorithm and the act","I would say that it's like a robot that you just say, OK, and it starts doing everything, and you can give it commands, like, oh, go ahead and do that","and I was doing some work in the basement, I was working with a team of people to make a particular website for the company, and then I was using the ","my code for the... for the... 0.7879928... is 2.9842644882. I just got this code from","that's one way of saying that. You know, you're just a collection of neurons that's trying to do this and I mean, I think it's really cool that, I mea","and so we have a nice little system that allows us to be able to predict this sort of thing. It's actually pretty cool. It's really nice, because we c","so I think that's it. Well, I think what's going on is that. Yeah. This is all just going to be in the sense of how many words does the English langua","and the next thing that I think about is that I remember hearing that the idea of quantum computing that you can do all kinds of super complicated com","and it's also a new problem, right, because there's more and more data, right, there's more data now. So you can get more insight into how the system ","this is the problem, you know, I've been having since I was a teenager, which is how do I feel about my time, like I don't feel like I've spent enough","[14:59] the 4, the 5, the 6. We'll be taking that, that's the thing I'm concerned about is the, you know, the","what do I do about the new things that happen to me? I'm trying to find new things that are really cool. I'm trying, like, maybe I'm trying the new th","the other day, we went on the drive, and we went over the highway and we drove a little bit, and there was a car, a car with a sign, and it said, '","I'm driving back to my apartment and I'm driving to my apartment I'm like why is this happening? Why am I not just getting off? Like what the what the","I think of all the stuff that's happened today. I mean I'm sure we got in touch with that first customer and they are getting a bunch of data, you kno","so I think I want to go and see a movie, or something like that. I think I'm going to go and try to see a movie about, about the Titanic, just so I ca","And then I'm going to get all my things ready, you know, for my vacation, my vacation is like a month before. But then I'm not sure if I'm going, I'm","so I'm trying to think what the average time is for a person to get in and out of a car. I guess that depends on how much they have to get out and do,","the last thing I was working on is a class I have to teach in January. That's the last thing I have to do, right. And then, I need to finish the house","The only problem is that it's not the right language. ... I guess in 30 years time we'll be able to do it. ... What I'd like to do is have a more","the moon was still there and I can't tell if it was a crescent moon or full moon. I know it was a little over a half moon but I was a little bit confu","you have the right to vote and the right to protest... The right to vote is an important right and the right protest is important too, but I don't kno","[we've] got an excellent policy in place for a new data center. You know, they've got a contract that's going to take a new data centre, which is a hu","so we're going to do that. We're going to work on that, so I have to start thinking about, because I don't want to be the guy that shows up a month la","that's the key thing. That's what we need to be looking at. We can't be looking at the performance and we can't be looking at one, but we need to look","that was pretty good. You know, I'm I'm not sure we're gonna get any more out of the day than this, but I think we're gonna be in a position to try to","we're going to start off with an easy problem. So, we have an empty room and we're going to get 20 participants, and we're just going to get them to w","so the more we see, the more we're gonna learn. It's gonna help us, it's gonna help other people, it's going to help other people learn, the more that","I'm going to look at the picture on the screen, and the picture on my screen is going to be the same as the picture that's going to be on my screen, b","So you want to put the left hand on the left side and the right hand on the right side? Okay. Let's look at it from the side. Yeah. So we need a left-","I am going to say the words I have already seen and you are going to see me saying those words. And I am going to make my finger move in the direction","I don't remember what I was doing when I was working on that. But I think I was like... I was like, this is interesting to me because there's like thi","I'm imagining I'm in a space of 30 meters, so this is a really small room and it's in a rectangular space. There are four walls and that's a 30","and the 9th of September is the 1st of October is the 2nd of October is the 3rd of October, is the 4th of October, etc. So","I can see all the houses, all the houses here on the south side of the city and also all the houses in the north side of the city. There is an interse","now that is the big problem I have, it's that I can't remember which of these are, I don't know, I've heard of them, I don't even know which are even"],["so we're back at the beginning...and that's good, it's not so bad...we're going to go on vacation...we're in New York...and we're going to eat dinner","I think there is some problem with the system of health care in this country. And I think it's a problem that's not just an economic issue. I think it","I have this idea that it's not good for young people to be educated at a university. Because they don't learn much there. They just get a degree, and ","I think that there are many things that can go wrong with people's brains. There are a number of conditions that can affect the brain. There are probl","and it's the first time in a long time that I haven't had the usual amount of pain. I was thinking about how I felt good for two or three days and the","so you know it's a lot of money, yeah, and I mean, if you're just living from paycheck to paycheck, it's, it's a big change and I mean you have to","and we know that the weather has been getting warmer in the United States, and you know the global warming has been going on. And so you know, this is","so when I started thinking about the military and the war, I started thinking well, yeah, you know, I'm a little bit worried about that, and then I th","my body. And so what are some of the things that happen to our body? There are all kinds of problems, like the heart. And then there's the whole nervo","And then they [the young people] come in the building and they see that the windows are broken and there's nothing there, so they feel more depressed ","I'm trying to make a list of things that are going to be a problem. I was looking at the data, and I realized that there was this data that I was worr","I have a computer on my desk and a printer on the other side of the room, and I'm sitting at the computer and I'm going to type and print a page out o","and a little bit of work on the side. So I'm not going to get an extra $50,000 in taxes this year because my employer is paying for health care and re","and that's the thing...we can't keep using the same name...the last name I thought was good was something like the one we were doing, but we had to dr","what if a company can't get the financing it needs to take it public? They'd need to go to the bank. I mean, that's the way we're going to have to go ","so, you know, the idea is to get the guys up and out of their house and into their cars. And they'll do it. But it's not going to be fast and easy and","And the first thing I was thinking, I thought, I should really read about this, you know, 'cause I don't know, I don't like to do this, you know? I","I'm reading this book right now called How to Read a Book. It's by one of the authors who wrote the original book, and he's just doing some stuff in t","I've been having trouble with the battery. My wife's got a little bit of a problem with the battery, and I've been having a little bit of trouble with","you're saying it's like, you know, the guy says, oh, he's like, he's the one that was the guy that was in the top, top of the charts in the","so, so, we have these two, we have a bit more, this is the second bit, so, the second bit of this, we're gonna take a look at the, I guess","so you are looking at the data for that year. So that's an average of about 7.3 percent, or so, and so I'm looking at the past couple years. So for","a good way to think about this is we want to understand what's happening in our brain at this point, and we're going to try to see whether we can unde","this is going to be an interesting session, and I think we're going to learn a lot more about what it's like to be a conscious human being in the brai","[2 minutes of silence] ... okay, here's a thought: I'm just going to talk about a project. We had a meeting on project A last week, and I'm trying to ","my question was, can you solve this problem if you just think of it as a binary tree. And I'm looking at this one, and I think it's a binary tree, but","Okay, so what's going on here? What is the connection between these two things, a visual representation, an image, and a sequence of digits? It seems ","and there are 90 days in the 3 months and then the next 3 months... and there are 180 days in 6 months. There's a 6 month period","and that was the first time that I really did some of the work because there were many different kinds of questions that I wanted to ask about this. S","we have to start at the top and go down, because we have to go up, the idea that the bottom of the pyramid has to be able to support the top. We have ","[15:55] We should have the idea, the main idea, of the distribution of the universe and the evolution of the universe, the history of the universe. Th","I've always wanted to be a composer, and that's a real challenge. I want to be a great composer, but I'm not there yet, I'm not going to be there anyt","I'm going to be here with this system. You know, I'm going to learn how to use it to develop better products. How to use it as a research tool, to eva","what I would like to do is take the thing that I have learned in the first half of my life, in the last half of my career, and think about what I've l","I think that there are probably many, many things that I'm aware of that I'm not using. I think that there is a lot of data that comes in from our sen","and I'm sure that I have to do this at least 20 times and it's gonna take a while. I don't really see an answer yet but that's okay, this is something","this is a really good point. And we actually just did a study that showed that, that, that was a really good idea and we think that, we, we, and this ","you know, I was reading the other day about the fact that, you know, like, if you're a group of people that are trying to do a task, they tend to divi","[I]n my mind it's still like an open question, like an open problem, about the nature of the brain, the nature of consciousness, what is the relations","what's happening right here? ...What's going on? What's happening with this problem of having an artificial intelligence, being an AI? What is the pro","I am seeing a lot of people in the background, you know, and I'm just saying, you know. It's very hard, as a human being, to deal with people who are ","that's...that's kind of my current thing. I have a few little side projects that I'm working on in different languages. And then the...the main thing ","and then we'd just kind of have a lot of things that were on our plate, and I didn't think I'd be able to make any progress at all, or just do enough.","And I had a discussion the other day with this other person who was like, oh, you know, we're going to, we're, we're trying to, trying to sort of like","I have an idea of where I want to live. I think that in the future, I would like to live in an area that has good schools, good universities, good hos","you know the main thing, you know, is to have good quality data, good quality information, and then to be able to make decisions with that. So I mean,","and then the first time that I worked for a company that had a very structured training process and it was very specific around how they did it. And i","so I mean, I guess I just see how the world is changing, and it's always kind of nice, just to see the progress that is being made, because I'm a soft","you know, it's really kind of weird, you know, like, you know what? I've heard, I've heard about a lot of companies that have had really bad financial","I wonder what kind of world I would live in if I had a child right now and it was my only child. Would I have that sort of relationship with them that","this is my kind of idea. This is my kind of model. And it's also a model of the future that we want to go towards in our community, in our town, in ou","oh yeah, so, the, I don't know if this is a new thing, but I know it's a long time that the, that's probably how long time that, that it's","and we would see those people that you know that were out there, like with the the, like, the people that were protesting against the, uh, you know, a","uh you know I don't like the idea of going out to the country and buying land because I don't know how to deal with people, you know I'd probably have","we have some sort of thing in the future. The idea is to get a team together. We have an idea of what it would be like to do this in a year. But we do","I don't think this will go away, you know, but it's interesting, it's an interesting trend that's actually happening now, you know that I think is mor","and that was when I was in high school and I had a big project that we were doing and I was in charge of a sub-project and one of the members of the s","and I remember this picture, I actually saw this picture, so I drew this picture as I was going through, it was like a fun project because you're not ","and I have to remember the names of the different things, and then I have to figure out which are the right ones, which ones are the wrong ones, and I","I think that I could take care of myself and have the money to go out and travel and do this and that, but I have to do the job because that's the way","a few minutes later, we got back to the same conversation we had on the first day and that was like, I was like, 'Okay, this is like, you know, I'm go","like I said, I think a lot about that whole situation of what's the next step in a company. I think it's going to be a really big pivot. I think they ","the thing is, you know, they are still not in a good place, and I've talked to other people in my business who have told me that they are struggling w","And so if it was an easy way out for the company. We talked about that a little bit too, and that it was easier for them. There was a lot of pressure ","it's hard to know which of the three things you really want to do. And if I get a little bit of a setback or if the opportunity comes, it might be one","And then the second time, that was probably a few years ago, but maybe that was just a couple of years ago, that was in a very, very nice, high-qualit","and I think it would be good to have something like an internship where you get to learn more about that area, but also how do you think about... and ","the only way that you can get there is to just be on a plane. Like you're like, if you're in the United States of America, you're just going to fly to","I've had this thought for a long time, that it's really the problem of the world, really, is the problem of how do you take care of the people who are","I think there's a lot of things that go in the back of my mind that are pretty important that are really, really hard to really pin down and put your ","I'm sure if you said this to a lot of people, you'd get a lot of different answers. I don't think you can predict what the outcome of a conversation i","it is really interesting to think that like if I'm in the lab with a bunch of other students, I could see that I am in a lab setting, but at the same ","I think that the next generation of humans are going to have a lot of problems dealing with this. They're going to be living in cities. They're going ","and then when it's a couple of years later, the AI is really really good, and we're all using AI, and it's not really that easy to distinguish, or to ","that's really weird. I'm saying that in a way that I've never thought about it before. I'm just seeing it in a more formal way and also a more abstrac","and it was like a movie, or like a game, a simulation. A simulation that had different aspects. And one of the aspects was, there were people on a map","we're going to make a new generation of devices and things, we have to be able to handle all the data that comes from this, all the information, and w","and I don't even know that. I'm not going to go look at the documentation, which I've been using for a very long time. I'm just going to go through an","and if I was to take this concept of a project management methodology and I were to apply it to a particular project, so you have a particular project","and if you can make a new definition, I think that's kind of interesting too, and I think we're all in that boat now. There's a lot of things that are","And it is actually really interesting, this concept of you know the time between the action and the consequence. Like if you're a driver, and you're l","I just saw this beautiful video. You know, I was watching it. It was like the other day, it was a video that showed a bunch of kids that were being in","I have a number of things going on. I'm not going to be here at the end of this. So, it's going to be a very long time and very expensive. But I'm","I'm gonna be on the phone with you guys about this, because this is a really important thing, and it's a very exciting thing. The fact that we can do ","I was talking about the thing about, oh, you know, the idea of, there's the whole idea of, of, I mean, I can't remember the name, I think it's","and we do a lot of things, you know, that's what we do with our brains. We do a lot with the brains we're also doing. So I don't know, I don","you know it's the same thing with, I mean, I don't know if this is a good example or not, but if you see, you know, some other person that you have a","and it's probably best to kind of work through it at a higher level than you're working with the people who are doing the software or the algorithms o","the system I was thinking about was the [dubious] system where it was like a giant tank where they had a bunch of little tanks, and each individual ta","I think the whole thing is pretty cool, but I'm going to have to make some decisions on how to deploy this technology in my classes. One of the things","and then, we have that the one who's giving that assessment is not the person that we know or the person that they would be as if they were there, so ","I see what the future is. We are going to have to find a way to get a lot of people on board and the government is not going to be involved. The gover","you know I have to get over this. And I need to get over my anxiety about this. And you know what is kind of interesting? I've actually been told befo","what is going on with the EU, how many people are in the EU. Is there a country that is outside the EU that has a strong influence on the EU, is there","we could just go there and use all the information, we already know that. And we can make the right choices. And the idea is that it would be possible","a kind of person in this role that was able to set the whole agenda for the system that they are a part of, you know, the kind of person that is willi","I can't say I'm doing any kind of work right now. I just have an idea about how I want to make sure we are a sustainable, highly successful startup. I","It's a very important part of what we do, I think, I believe that a lot of times we're going to be dealing with information, and we'll have a very wel","and then when I was at the University of Washington, I was doing a lot of work on, on the...what they were doing with the, uh, the the the, the, the t","and also that's why it is a really useful thing for me to have a good idea about the things that are important to me, and you know, if I don't have an","and it's, I mean it's interesting that the first thing we were talking about before was the first thing that came to mind, which was the way that you ","the system of the world. I mean the world's system and then the world's social system and I just see the system as an interweaving of networks of peop","I was at home and I had a cup of tea and I was thinking about my book and I was looking at my book and there were a number of things in my book that w","It's about being a little bit more curious, and then that could be, there are a few ways that it could be done. There's the obvious way of doing it, w","it's like, the process that you're doing when you're working on a computer or something like that. You have to go through multiple steps to get from p","we got to go to the market, so we had to go to this, uh, so this was, the first thing we had to do is get the, get the, the, the groceries","I was thinking about the first time I was like, 'Oh, I have to work.' I remember being like, 'Hey, I have a job interview tomorrow,' and I was like 'I","and it's funny you mentioned that because that's one thing that I've been thinking about recently as well. Is it just... I feel like if it's going to ","and the one thing I was really looking forward to is the new features in the new version of the tool, it's called a Pylons, and that's going to come o","yeah. That was great. That's great. That was an amazing, amazing. Yeah. Yeah. That was a lot of fun. I'll say that's the first time I've done that","right? It's the same way I think of this and I can't really see this and I'm not sure why that is so, but it is possible that this is a two-dimensiona","but the more I think about it, the more I realize that maybe, you know, maybe there's a sort of a time element to it. I mean, what we know about the b","... and I was thinking that, well, if you're in a situation where you're being, you're being paid by an organization, a company, and then you're asked","[the idea of] the [concept] of a single unifying field theory that has both gravity and quantum mechanics and that includes string theory and maybe so","And so, it's interesting. I don't know. It's like, it's like, I don't see why we need to be concerned about, as it's like a, a,","we are looking at the kind of social movement that I think would be very helpful to have, because, you know, what we're trying to do here is we're try","the... the... the data that we're dealing with... we're dealing here... the... [what] we've seen... here... is that we've... [what's] been observed...","I'm trying to say something that's different, that's new, that's relevant to what I'm trying to do. You know, in terms of the models that we have that","okay so we can assume that there is a higher level of integration in the system, but the question is, what's the mechanism that can generate that high","I'm going to turn off my computer and go for a walk to think. So, I'm going to get this. There is this notion of, I guess it's in the literature. It","and then you're like, hey, I don't need to do this, I'm gonna do that, I'm going to make a different choice, I'm going to do something else, but","I think it's an important question to ask yourself, and I think it really helps to set the stage for where your career is going to be, and I've seen i","the part I am most concerned about is what we can do to help this process, to make it as effective as possible, for example, at the time you're talkin","The moment that you are trying to make sense of a problem, you are already engaging the mind in a search for a solution. Even though it's not immediat","I'm thinking, I'm thinking about, it's really interesting that I'm thinking that it's kind of interesting that the difference between this and the fir","I was thinking of how we have an organization now, where we have the brain, which is a very powerful, but limited resource. And then we have, to a cer","in order to create a self-organizing structure that is not an artifact. A structure that is formed by the laws of nature and that are not created by h","this is very interesting because, this is how we know our brain, and we're able to test this, in order to be able to predict future trends and future ","[it's] a very simple way of working, but I think it's also a way of working that requires a lot of experience and that is also a way that can be used ","it's not so much the world that is the problem, it's the way in which it is perceived. I think this is really important. There's this really nice pape","[T]here's a lot of things that I could say, that we could learn about a person from looking at how they do certain things, for example, what is the re","so, this is kind of like a little like a thought experiment. Right? Like, let me think about it a little bit. So, like, if I am given this. Like, we","I was thinking about a time that I've seen a lot of times. It's probably something that's happened to a lot of people, maybe a lot of economists in pa","I think I remember watching some kind of a movie a while ago, and the movie was about the US Space Shuttle. And then you know there was a fire in one ","what I was gonna do is I was going to start out with the fact that we were going to have to make a decision on how much of the 20 percent of the marke","And I think I was here last time in the same place, but it's a different time frame. The year is different. But I was in this room. I think we were do","okay, and it's in a sense that they have to go through this. Because, if it's a small group and you want to make sure that, you know, if you want to m","I don't know what to do about that, that's kind of like... you know, you want to build the platform, but you also want to have the platform, like I kn","a lot of the issues that we're addressing in the past year. I think are going to be more, uh, the, the real issues are going to come up, in the next 1","I would also want to see whether there is an ability to assess how accurate the models are. Whether they're accurate, or whether they're not, or wheth","there was some work that was completed, that was very much in the news. It was about the [inaudible] ... I remember seeing the article. I know that wa","I am thinking about this, and I'm wondering, well, I'm in a situation where I'm not sure how to go about thinking about it, because it's not one where","you know, there's a couple of things that we would like to discuss about this issue. So, I'm going to say it again, this is, like, the 3.5%","so we've been working with this team to get the funding, to get the project underway. Now it's actually starting to work. And it's been great. So ther","I'm gonna have to figure out how to make that work with the existing database so that I can update it and give them the ability to do their own report","and it's very good... and it's like if you have a problem in one part of your brain, and you want to solve it. You have to use another part. I was won","yeah, I was like, 'OK, I'm just gonna see how much data I can get in here.' So that was fun. The one that really sticks out for me was one I saw","I'm talking to this girl in the bar that's just down from the one I'm in and it was really hard to figure out what she was saying because she's like t","uh-oh I feel like my brain is not working so well uh, because it's like I can't really really focus and think clearly right now, it's just, it's reall","we're going to talk about it, yeah, well, and then, you know, so it's like, okay, you're like, the only thing, the thing is like, so,","And then we had the question of a week ago that I didn't really understand what it was I needed to do with my actual work and what the actual goals we","um-hum. Right. Well, that's why I started looking at a lot of the research around the topic of AI. And I'm I'm I like the article that I saw on the","I'm actually writing an essay about the idea that the universe is infinite, and it's a very interesting topic. I was reading some stuff on how the uni","I'm thinking that if we want to be really efficient and be effective, we can't just look at the science as the science itself, but we have to understa","I think the problem with this is, I'm just not sure of the right kind of data I can get. So, I think I've got to have a bigger sample size. I think th","and also the idea that the main reason for this is that they want to take back control over the algorithm and I think that's very much in line with th","I just think it's interesting how that's, I'm really surprised how that's playing out with the people who are not part of this, who are not in this pa","So we have the idea that we don't want to be so much the same thing, like we want to be, but I don't think we're that far away. I think it's kind","and it's like you have to think about your thoughts, your actions, your words. And as you think about your words, you have to be aware of the impact t","[t]he reason is that there's a lot of people that just like the idea of being a citizen and like the idea of voting, but they don't necessarily take a","I have a new blog I just started. It's a little bit of an experiment, so it's a little unusual. I'm trying to create an AI blog that will try to synth","And so you know, I guess, the way that I look at it is, there's this little piece of the world that we're looking at, and then it's all this other stu","I'm at home with my family, and I'm typing out this report that we've got, and I know we're at a point in the development of the program that's been r","it's always very important to understand how you work, how the process works, and that's one thing. That's the way, that's the way I understand the pr","I'm a great admirer of the philosopher Daniel Kahneman. It's been really fun to work with him. I actually interviewed him on our podcast. It was inter","we are in an age where, where we're forced to have, to have, I think, a certain amount of transparency in our thinking. And I think that, I'm a little","And I was also thinking about the way that the way that people react when they hear someone else say something like this. Because I think that people ","yeah, and then you think, okay, you're in the midst of this. And you don't know, what's the difference between, well, we can make an argument that the","I just need to sit back and watch the whole thing unfold. And then at the end of the year, I will have a very comprehensive view of what all this was ","and then the idea is that the computer would have access to these systems of knowledge that are probably all encoded in a certain way, but that would ","in the book, there's a thing about the brain and the mind. The brain is the hardware, the physical structure of the brain that allows you to have the ","the first thing that comes up in my head, and it's the first thing that I've talked about in the last couple of sessions, is this thing of: we've had ","the one thing that you know, is that the Universe is made of information, so the first thing we need to do is, we need to make sure that we have a wel","oh, yes, so... I'm thinking about a model for the whole... I'm not sure, I don't know. I have... I'm doing a model... and that's where I","and the whole of the universe is the center of mass of all of these points and so if you were to measure the distance between the point in the center ","So what does this do? Well, it's a system of random numbers. You take the random number and you divide that by two and you take the integer part of th","I think, the way that I was born is in some ways different, from the way that people think that I was meant to be born, I think the way that is best f","And then it was like an old movie that was being played over and over again. And it was just like you could see the movie in your head as you were wat","so it's pretty good, it's not that it's like the difference between a black and white image and a color image, but the fact that you can have a lot of","like this, we get to be able to know which parts of our body are active. Right? So you're going to be able to read in our brain and get a map of your ","The world is really a big, big machine. It's just really very complicated. It's like an organ, in a way, of the universe, I guess. We're a part of a","uh oh... a lot of these little things that you can put in there to see if they have a benefit to people, if they are true and if they can be true and ","the plane, the aircraft, the aircraft and then the plane is going to get the heat from the sun and that heat is going to cause the plane to expand and","the eyes of my daughter who are looking at me through my face, like I'm just a big robot, and it's a big robot. I just have this big machine that look","and then when we go to school, the first day of school, we're all the same age, and we all have our own classes, and the teachers all have their own c","And then I was like, oh, well, let's just do like a 16 or 17, but we can start the 18th week. And then, okay,","we need to go out and get some data, and I'm going to do some data collection on my own, and then we have to get this data from me and I want to start","I remember watching one of those movies on Netflix, the one about the black hole, the one with that actor, that star, the one that was a little bit of","so in this case, as you can see, it is a case of, there was a lot of stuff that went wrong. There was a lot of different issues. One of the issues tha","we are talking about an app to help you do that, and it is like this: you go to an app on the screen, you basically have some sort of text, you basica","and that's one of the things I've learned from a lot of these, some of my more recent projects is, so like you had in your list was to, is, is like, l","well I'm not even sure if we have to be able to solve for the second derivative in this course, and I don't think we do but I'm just saying it's good ","so I thought about it some more, and I got the answer, which is that it's a bit different. You need a bit more information. But I also have some ideas","this is the example that I want to take the data to look at it, and I have been able to work with some other people who've done this, where the data i","And then I'm going to take it, and then I'm going to say, 'all right, I'm going, I'm doing this and this is the thing that I want to do with","and we have a table where it's very well, we're gonna have a table that's well. Let me just write it. The first column is the type of test. The second","I've never been to the library and I would be interested in going there and finding some research material. It's just because it's not a public librar","the idea of what a good way would be to take a set of data and turn it into a website, where I could create a new website, but I already have a websit","I know, I know, this is really stupid, I know that this is the stupidest thing, but I know, so what, so what is it like? Well, it's like a","I've done it all the time, because I know how to make a good model, but I want to learn how to do it properly. So I have the model, so I know exactly ","and there is the fact that they have to do this whole thing from scratch. They have to have this whole thing implemented, this new thing and I think t","so we'll have to do something about that. Well, you know what would be nice? We'll have to be able to see the world in the same way. What would be nic","and so on, you know, and so on and so on, and so and so, and then and then the rest of the system would be, it would be really, I mean, it","okay, so, what is the thing that I need to do for this project, which is to look at the data sets that are being collected over a period of time and s","there's this idea of how to use a map, there's this sort of map which is an actual map, and then there's this thing about you know, mapping of sort of","And the first question that came to mind was, can we get this working with an open source library? Because this is, again, like the, it's like the, ag","we're talking about the possibility that there's something wrong with the system. ... I mean, a lot of systems are pretty much fixed, right? So the mo","I was looking at a book of photographs of the moon, and I'm just trying to think about this thing of how it's just a really hard thing to take an imag","and it's like this. It's like a window in the world and you can sort of look through the window and you can see, you know, the world through that wind","so I'm trying to figure out what's the best way to sort of go into the future. We're going to have some challenges ahead of us. So I'm trying to sort ","there's a bunch of code here, and I don't understand it...I'm going to try to reorganize it by splitting it up into a bunch of different functions...b","and that is a sort of, yeah, that is a sort of a sort of... something that, like, I don't know. It's like a little bit of a bit of a thing","I'm like, okay. I guess you don't have to give a number, or something. I'm not sure what it is, but you have to have an algorithm. You can just like","there's a lot of different things I could do there... and I don't know what it is I'm really going to do there, so there's a couple of things that I c","it was about 30 seconds after I closed my eyes. I was like, ok I've got a camera on the left, I've got some sort of interface on the right, and there","yeah it's funny because when you're like, if I were to, like, think of a really good joke right now and it's really funny and then you tell the joke t","well, I was thinking, well, so like, you know, there's this thing where you can like, you can have, you can actually get like, get your like, your lik","it's a funny thing about like I said about that the math I guess, it's it's it seems like it's it doesn't really make sense. And I've thought about it","I feel like there's some sort of... like I've done some research in this area before, so I'm like, well I feel like there is some sort of like a kind ","if we take an element of the universe, or a small chunk of the universe that is an area, a space, a volume. And then we take another one, and we look ","and we had this discussion where the other day the other day, where the other day there was a discussion that came up and that it was not a good idea ","the right now, the future, the past, I'm going to build a spaceship, I'm working on it for a long time, I'm on the top of it, and I'm doing","I wonder how they would have been different if we had just made them different. For example, in the early days of the universe. If we were able to mak","my mind has been very much involved with the idea of the coming of the Christ. And that is a big, big topic, so I'm not going to get into too much of ","the best way to get back is by going forward. ... What would be the best way for us to go forward? ... What would we need to change? ... What are the ","and now I am working in a really big project, like a 500k project, in a 2000k budget. We're developing the core of a really big enterprise","I think it's just that we're all... just like, it's so much more interesting to work on the issues that you're working on than to do something that's ","I think we could use the idea of a future where we're using some type of quantum computing where you have a bunch of particles that are in superpositi","we know that this is actually just a random walk. The question is how the random walk is governed. How does the random walk get generated? So there ar","and it's the same in my own family, where I've had a lot of kids and I've been able to do a lot of different things with them. So for me, it's actuall","it's actually the same as the other, the same as my first, and I thought I'm gonna do it. But what I want to do is I want to make sure that I can do","(00:09:24) ... then we can get back to the actual problem that is in front of us. So I'll just show the code that we're actually using.","the number of ways I can go through this graph is a lot of ways, and I'm going to try to think about that. I'm going to start with the number of paths","14.20.12. (3/5/40) (3/8/40), 4004, 11:00, 1","47, 47 and 53... 49, 49 and 59... 121, 123, 134,","what do you do in your free time, for example? I'd say, I'm a musician, so I'll play guitar, or I'll read a book, or maybe I'll play some","it's all just numbers and all just symbols, but it's like you look at them and it's like, 'that's how we represent this thing.' And it's like in the c","I was thinking about the amount of money I earned in the last two months, and I was going to type out an excel table here. I wanted to have an excel t","and I can see in my mind's eye, you know, if you have a normal distribution, so the distribution is the normal distribution, and the standard deviatio","Oh, I got a call about the big data visualization, and I'll be doing the big data on the left, I think. Right, but I'll do the big data and I'll also","[22:39] So the data is going to be split into three, into 90% and 10% and then into the 90, so basically the test","now it's time for a movie night. Oh, I don't think we have movies to watch. I guess we can go to the theatre, but I'm not sure how many hours away tha","my head. My head is a problem. It's a problem. Because it's always cold and I keep thinking about it and my head hurts and my brain is hot and I just ","so I was thinking about the different things that we were looking at and I was wondering how they're related. They're related in that they're both way","we are all going to the movies now, which is going to be fun. The first movie I saw was Star Trek (2009), which was fun and then the next one I saw","25 46 4 51 38 72 77 8 20 53 13 61 6 9 5","I wonder if I would be able to do that on this page. It is a really nice place. This is a good example of a place that I can see, and it's nice becaus","there’s a place called the west side of town and there’s a bunch of trees down there and there’s an apartment building called the westside complex and","and so I was like, 'okay, if they're like, 40 or 50 people, I can't really count them, but, I can just put a marker at the","So they're kind of like this. The first one is a, the first one is like, uh, like, just a regular, just like, I'm not sure if, if they were","uh oh uh oh. Okay, this is like a small problem, like you know, I've got a problem here, you know, how do I uh, how do you fix this? Is","right now I'm thinking about the tree. I mean the tree, that's like what's out there and then I think I'm going to think about the tree because I know","And you know the thing about, the problem I have is that my car was a good car and then it was not a good car, because, you know, it was a good, it wa","and then I had this thought, it's kind of cool that you could kind of just like, if you're a musician or something and you're doing like a lot of your","this is what we have. So what if I start with 100 and I have two questions, let's see. I don't know what's going on here. I'll go","2, 3, 4, 5, 6, 7, 8. What's that, 9, 10? Yeah, yeah. So that's","this is how we will have a chat and how we will work out a plan to do a good job with it and then the second part will be a conference, we will do a c","I've been thinking about a way to get a few things done, because I'm busy with a few things. And I think, it's gonna be better to do it all at once, b","uh-huh. Well, I'll look at that again, and see if there's any changes to make. But right now, I'll say, we have a customer named Michael, and he","and I guess the problem is that in order to have the best, most cost-effective way, we probably should have more of a look at what's the best way to u","and what is interesting, is that, you know, if you take a look at the situation, I mean, so if I want to create some value proposition, I have to, fir","what I want to do, I want to create something new. I'm going to create some new method in which I can do something for you. What is it, what is my pro","I just realized, you know, we're running out of time, we should get to the point. This is where I'm going, I'm not going to use a lot of the data,","The reason why it is important for all of us to have this type of relationship between the governments, the organizations, the universities, the priva","and then this is a good question. Why don't you, why don't you have this, the current system? If you have a computer with the current system, why don’","and then I came up with a list of things that we should do in the future to improve this kind of software and then we are going to continue this kind ","the work done here is really, I think, is more focused on the organization of the various data in a way that we can use them for a real-world applicat","and it's, uh, it's this way, I guess. So if we're looking at some data and we want to understand it. So we've got a set of features. Let's","it is just so hard to be happy at this stage of life... I mean, I have some good things going for me. I have a good job. I have children... I'm 1","what would you say if you were an analyst, or if you were a psychologist? If you had this information, what would you say to me? ... I would say, you ","yeah, so it's kind of a nice, so we know that the planet is warming up, so there is that and, you know, we're doing a lot of work on climate change,","[I]t's been very hard for us, and we've been, I would say, a little bit hesitant to go forward with these other things. We're still trying to figure o","my name is Robin, I'm a full time professor of computer science at the University of Utah. And I work in artificial intelligence and machine learning,","yeah, so, I'm going to go to the beach today, I'm at home right now. I'm not sure where I'm going, but I know I'm going outside. I'm","[I]t is possible that the time frame of the evolution of human beings and human society and culture is really quite short. And it is possible that it ","I am in the middle of a thought and I have a memory of a train. I remember taking a train in Europe, to visit some friends. I was going to be a foreig","I was in the room. I have a memory. This is a memory I have. There is a memory in my brain. I see the room as if I was there. The room is empty","oh, I see a forest. Forest. Forest. Oh, forest, a tree, and a tree is here and a tree, a tree is there, and I'm standing in front of the","it's like there's this little black hole in the middle of the universe, and the universe is expanding, and then the universe is just going out into a ","and so what we have is a bit of an average. But we don't know what it's going to look like. It's just that it's not going to be uniform in density. So","I don't think they're right, or wrong, but just different. And that's not just about quantum mechanics. I'm going to have to figure out how to talk ab","333 133 313 113 323 223 123 332 322 222","[T]hat's probably just what that's going to look like. Well, that's fine. That's what we're talking about, right? That's fine. I don't know what","what if you had a, a, a thousand people, a thousand robots, and they all, and they have to make a choice about what to do and they're, they have to, t","and then, uh, there's one more thing that comes to mind. So, uh, it's like, uh, if you have a group of particles and you're trying to model their beha","[I] want to do this, I want to do that. I want to go to this, I'm going to do this. And that's the way I do it, I want my","and that was how I started this. And it was... well, there was an idea for this and this idea that would be used for this and then we got to that poin","there are a few other things that come to mind. First, there's a kind of thing called the 'internet'. It's a network of computers connected together i","I mean, I'm a scientist, so I can make those things happen in my laboratory, so I mean I've got that in my back pocket, I can make that happen, and I ","this is my current state of mind...it's the sum of all my recent experiences...I'm feeling good and I'm feeling bad. I'm feeling good because I have j","we need to look at the... [00:00:13] ...I mean, we need to look... [00:00:15] ...I was just","but that's not good because they're going to ask for you to go back to the field. You have to take all the things that you know and apply them to the ","the challenge here is how to write a function which takes an argument and returns an array. And I'm going to return an array of objects. Each object h","this is the most powerful, the most important, the most critical issue in this whole business. You're trying to make a prediction, you have to know wh","[I]n any case I don't think I am in favor of the current state of affairs, but I don't really know how to change it either. I think we need a more dir","and then I'm getting this idea that, well, we already have a lot of ideas about the probability of something being a good idea or a bad idea. But it's","now, what else can I add about the development of the technology? In terms of its development, this is an iterative process and it will change with th","I think the reason why the Chinese people are so successful and powerful, and the reason why they're so good at investing in all sorts of projects aro","well, we're all about to die, right? So, if we die tomorrow, what's the big deal? ... so the point is we need to find out what it is that makes us","and they are doing that right now. This is a huge deal for us, you know, you know that. And we are being challenged to do much more, you know. We have","I've had a lot of fun, you know, just getting people to see the point that I make about how we all should be much more involved in the process of doin","and in the context of this particular issue, we have to look at all these different factors in order to understand the full context in which we have t","and so I can't, I have to look at a lot of data and it's not a data point and I have to decide which ones are right and which ones are wrong and then ","so it's not going to work, right? There is no way I can see to do it with that. I mean, there's a way, but it's very limited. Right? Like","I'm sitting down. I'm sitting down and I'm trying to understand the underlying problem. So it's a little bit of a shift of perspective. And then it's ","I have a vision of what's going to happen with the AI that is a few weeks from now, and the reason that I have that vision is that the AI is going to ","So, we can see that, for instance, a set of vectors is a subspace. But this is not a set of subspaces, in the sense that a subspace is not a vector","that the problem of finding a new form of energy to use is actually not a problem. We've been working on it for a long time. We have solar energy, and","and then you have this little dot here, the dot is the black dot, which is, this is the dot that represents that it is a black dot. And so that's a bl","I was wondering about this question. If a computer is given a question and it gives an answer. Is that answer something that it's figured out from the","And when I started thinking about this, I think it's worth putting it into a real programming context, and saying, here are two machines that have a c","that's the way that it's being built right now, it's going to be in the 3D, right now, and, but the fact is that I'm not sure how to actually","I'm going to get an idea. And then I'm going to draw it. And then we can see the relationship. So, I'm going to write a bit of code and then run it","a good idea for the new product, a good idea. What's a good idea? What do we call a good idea in the world? I don't know. That's like the first questi","I mean that I'd be willing to give up a little of the performance that I'm getting in order to have a more coherent design. And maybe this is an exper","the ... the ... the concept of a good team, right, is the concept of one, and how do you build a good team? You build a good team by having people wit","the key to success, the key to success in any business is to build a team that is motivated, that is empowered, and that is empowered to do the best j","if I don't know what's going to happen I have to do a lot of planning, and I have to be very clear and disciplined in my planning, so I'll have the fl","so the more information you can get, the more you can work with it, and so you can do all these things to really, really do a good job. So when you go","so, how do you think that they might do that? How would they know what was going on, if the user was using a phone and trying to do something else. I ","I have a bit of a question, that is, a question, I have a question about the probability that a person is going to be able to detect that they are bei","28.8 seconds later, I'm going to wake up in the morning and I'm going to realize that I am going to have to do my taxes. And I'm going to do","I have to be more specific about what I mean by this. We are talking about the current situation in Ukraine, and the question is, can we assume that w","it's like, okay, and what is a typical person in my case? It's a typical person who's, you know, you're at that point that is not so well, you know","[It's] an important question, because there's an overlap between the brain and the mind and what we can and cannot do. If I understand correctly, that","this is a way of thinking about a lot of the things that I'm doing. So when we think about a lot, one of the things we do is we have a lot of ideas an","yeah, so you know that they've been trying to figure out how to use, how to use the concept of learning curves to apply it in business, in order to fi","and I wonder whether people who are involved in these types of projects, in these types of research, are actually getting good data from their partici","And I started thinking about the fact that there are people who have very sophisticated views of the world, but who have no formal education. And this","and then when you think about it, if you want to take some action, what you're looking for is the information that you can actually use. So it's the i","I want to get a big dataset of people who are doing things on the Web, so they can help me figure out how I should spend my time to get the best resul","and so I just thought about the big changes that the world has gone through. The way that people are interacting online, the way that we're able to cr","and we had to make a list of all the things that we thought could be a problem in this list, and then we had to choose the most important thing. I thi","I have a few thoughts about this, and one of them is that the problem of a world-wide problem is that the world-wide problem requires that the solutio","if we do not have a way of protecting our core beliefs then we will get to a point where we cannot get back up from a failure, if we were to lose a si","I guess that's a good thing to do if you want to be more competitive. But in terms of doing that, you want to look at what your competitors are doing ","and I think of this, and I think it's important that you know, you know, the fact that you're using machine learning, and that there is an entire mark","you can see a lot of this, right? So I think it's going to be pretty easy for me to write code. It's going to look a lot like the code that I already ","I've been looking at a lot of stuff, and I want to see if I can improve my efficiency. I was wondering if I could get a program that would show me a b","so what I'm gonna do is I'm gonna, I'm gonna kind of...I'm gonna make a graph for each of those and then I'm gonna take a weighted average of them and","we were just talking about the concept of an AI that could do a lot of these things for us, and the fact that it would be a lot easier and better if i","I wonder what the problem is with this model of language acquisition. And what the problem would be if we have the model that this is not a model of l","and there's a bunch of little things, there's a little things, that kind of pop up and you're like, oh, this is really interesting. I wonder what this","the whole idea of having a... a conversation about these... I suppose, I mean, the idea is that if you have a conversation about your beliefs or about","and then a bunch of the time you can't get around the idea of just taking a computer, and you can run a bunch of different, you can run different vers","I'm going to try and get rid of a lot of this junk that's going through my head, and I'm going to start doing this. And then I'm going to have to make","my son's going to be graduating next semester and he's been talking a lot about going to MIT. It's been a big focus for him, and the question is what ","I know what this is going to be. This is going to have a lot of stuff. I've got a lot of ideas that I've got to do a lot of work to put them into","so I'm going to start with the basics. So the most basic thing I'm going to do is I'm going to say, okay, the first thing we're going to do here is we","we have some questions about the scope of our survey. Are the people that we are targeting in this survey? Are we including them? Are we excluding the","the ability to create value from that data is the core thing that we are doing at the moment. And the core thing is we have a data platform. So we've ","I wonder if I would have been able to be an entrepreneur or not. What would be different between an entrepreneur and the sort of person that would wor","I think it's the right thing to do. It's actually the right thing. The idea of a democratic nation being run by a president. It's a wonderful idea. I ","The whole thing is kind of like this... it's a 15-minute [presentation]. It's a 40-minute presentation. It's a week-long presentation, a month-long pr","the fact that we had a 20% increase in our customer satisfaction score in the last year is pretty interesting. We've actually seen that up through the","the first one is something that I think is probably the most important for me: I think that we're gonna see the most rapid acceleration in AI this dec","there are 1,000 ways to create value that can be done on a software project and you should do them all. Then, the only way to create value is to make ","I would just go out and give people money or whatever. I would just give them money and let them be able to have better access to food or medicine and","So what would I say, if I was to tell an investor why they should invest in us? Well, it's about two things. One, I think we can generate a huge amoun","I think I'm just going to look at my data, see what I think about this, see what we've already done. And then I will move to what I'm thinking we migh","it's that we don't want to have to go through this. I've had a very hard time getting into this, but I think the thing that's going to change things i","[I]n terms of what's going to be a result for the public, in terms of what it will be for people in the future, how it's going to impact on the public","this is something we know is very much influenced by a variety of factors. For example, the level of trust, how much people believe that the technolog","I was going to do it. I would have done it. I'm not sure how well I did, but I did it. But then, the thing is, what do I do? I","And I think I'm gonna get into the [527] business of, of doing it on my own, so that I don't have to take the kind of pay cuts that other people","we have a whole bunch of the stuff that we did last year in terms of our climate adaptation activities and there's a lot of data that we have now abou","you know, this is an interesting thing. You know, this sort of thing is going on. If you had a study like the one where you had a computer that would ","I think about this thing we did. We had the original idea of like having a sort of like a, a sort of, like a, like a one, a, a one, like a","the same as you're looking at a computer and there's a bunch of different tasks running on the computer and they're all at different times. They're al","and the question is how do you change that, so that, so when you build an app, or you develop an app, what are the factors that determine, how many ap","I remember having an idea of the future, how the world will look like. So in the future, this kind of idea that the world is going to be a much more c","if you are going to have an open, public debate about a nuclear problem like this, I think it is fair to ask, I don't think it's fair to ask for some ","so my son is 14 and he's still on Facebook. And my wife's 13 and she's still on Instagram. And I don't think that there's any real evidence that","uh I think in a few months I think I'll be done with grad school and then I think I want to go back to working at an investment bank or in a consultin","this is kind of strange, because it's like, you know, you're going to be having a job interview next week for the same position you had a job intervie","the part I like to do is, I just sit down, I'm really interested in writing, and I just sit there and I write something that I'm interested in. So I u","I was in an environment where they were a very large part of the economy, but they were also a very large part, when I was there, of the political env","I was listening to a podcast the other day, a professor who works in the Department of Psychology and the University of Illinois at Urbana-Champaign a","you know, I'm in my 60s and I've been thinking about this a little bit, you know, that the, you know the way that we think about, you know people","I think I might have to get an assistant. I would like to start my own business. I would have to have a good mentor, or a mentor I can afford. But, I ","I think the most important thing for us right now, and we're in the middle of a great financial crisis, we're in a great, we're also in the middle of ","and then the last one, you know, the one that came out of the North American, the Canadian legislation, and that was, it was basically to stop, it was","It's like if we get a letter that a court is going to issue some sort of a subpoena or a summons. You've got to be here. You know, we've got to get re","we'll have to find some way to get through these things, the next 20 years of the current, I mean of the next 5 years of this current administration, ","and I think they'll say that this is a new approach that is really new and different, and they'll try to use this to put us back on the hook on our de","I was in the middle of this big book on the history of the universe, and I had this little table of contents of this book, and I was looking at that t","what does a program actually do? It's an interface for a specific technology. If I had to sum up my work in one sentence, it would be: to create inter","and in the future, you know, I'm going to be working on some new projects and I'm going to have some new ideas. And we're going to see what those idea","So I was thinking about the new 1300s, the new 500s and the new 2500s that will come out over the next several years.","we need to have some sort of standardization of this. We're trying to develop a new paradigm for our company and this is really a good tool to be able","and I think it's just something that I, that I have, and the reason I think that it's just kind of an easy way to do it is because when I go to bed at","the one thing that you know you have is a body. That's not a myth. That's an actual reality that we all have, and we have a body. We can do a number o","it's a huge amount of money for the average American family. If you're looking at the $50,000, $60,000 income that they are bringing in","I was talking to my wife and she said 'You know, I had a guy show up the other night, he said he wanted to work for me, he didn't have any experience,","it's not really a business, it's more of a network, of like people that are interested in this type of business and technology. And so, we're basicall","there's no one out there that can actually be counted on and just like a lot of other organizations out there that are really big, they can be counted","we were actually on our way to a funeral. It was a local guy, he died in a car accident in Florida, and we were going down to pick up the family and t","so we get into the back door of the building. It's just like going to a bank, going into the bank and just going inside, but that's what we have to do","this is how I got started in my life in New York, as a law student. I went to a law school, I came from a public school, my parents had worked and sav","we had an episode in the Spring of 2019 of a little girl in the second grade, and she was getting into some serious trouble. Her behavior was so bad, "],["I don't know. I don't like that. I've never heard anything like that before. I don't think it's the same kind of music. It's different. It's kind of","and I'm thinking I might get a job as a plumber, you know, they're always looking for plumbers in my experience, but I'm not really interested in it..","I know all of the different kinds of cheese, you know. But I don't know what they are called. I think the biggest one is called... something like Gorg","I was going to be a minister and I did that for about four years, and then I dropped out. ... I was at one point the pastor of a church, but it was ju","I don't know. I was going to say, like, there's this thing that happened, you know, where in the 20's, and 30's, in the United","And now I am at a point where I am thinking about my next move. I have two options: I can either stay in the job that I have now, or I can try and fin","I can't believe that I've been working with computers for 25 years and I'm still a computer person. I don't know what that says about me or my parents","and then he has to get out of that place and have to get to his next place, and that's why we had to have so much in place, so that they can move out ","And then you have this. You have a line, you have a space, and you have a dot. You have that, and you just can't do it anymore. And then you know that","a moment of calm. So when I'm...you know, I get up in the morning and I look at the calendar, you know, and I say, 'oh, I got to do","[talking about the coronavirus, and how] people don't have any reason to worry, but they're worried and they're thinking about it, they're thinking in","a lot of the work that we do as a community is to try and solve problems that we don't have that we're working on, but it's all very good work. It's v","So there's this idea that we have about the way our brain works and the way our memory works. We tend to think that it's this kind of one big blob tha","And that, yeah, that was very interesting because I think that that was, I think that's a really good example of something I've thought about in the p","there was a lot of interesting stuff going on. I was thinking about the ways that humans have to interact with one another and that when people intera","the first time I went to the gym I was kind of intimidated. It was a bunch of old dudes doing some powerlifting and it's not my style of fitness. But,","just trying to think about this topic of, um, oh yeah, we've done this before. It's called, like, the four types of memory: short-term, long-term, pro","my friend and his wife are gonna get divorced. She's not working. She's in a lower social status than him. It's like he's the breadwinner, and she's t","we're working with the data and trying to find the most important things that we're looking at. So I guess there's, there's a couple of things. And th","it's not even 12 and it's not that hot outside, but I am exhausted. So I have to go get some sleep. So I think I have a big goal to do,","I'm sorry, I should have sent it in the mail already. I don't know why it wasn't done. It was late last night when I started working on it, but I kept","[in my head, I'm trying to figure out the other thing we're working on, and the other one that's due. And it's this. And we have to do something for t","we've talked about our work schedules, and so like we said, I'm doing a lot more than my share of the work for the last couple of months and that's ju","I think there are two ways to make a video. One is to have the camera do everything for you, and the other is to have a script or plan to what the vid","And you know, like, the whole concept of having your own company is, like, very exciting for me because it gives you freedom, like, to do what you wan","there were some interesting, interesting, interesting things, interesting things that that are, I mean, are, are, I would say, are kind of interesting","so I've been thinking about this, I know this is really in my, I'm really trying to use my computer right now to work on my... so it's on my project, ","I think that, I think the people who do the most for me are the people who just help me think and help me understand my own mental processes. I think ","and then it's just like, you know, the the whole the the whole idea of like, you can take on so much of what's going on, you can do it yourself, you k","there is a problem with that, and I think I'm not really sure what the solution is for it, but I think the solution is that we're trying to really mak","I am thinking about the fact that I am the owner of the company, and I'm not the owner of this company, because I have to share the profit, right? I h","and I've been thinking about that one thing that really annoys me, the fact that it takes an hour to get in here, it's 10 minutes, that's fine, you're","I just came here because I need a good night's sleep. I need to take a good night of sleep to get ready for tomorrow, because it's going to be a long ","so I guess we could think about what our target market is in the short and medium term, and if you look at the short term, what would you need to get ","and what they do is that they get this big chunk of the user base. And they get this big block of users that will pay you that is going to give you a ","[W]e need to take the right approach with this project. You need to be very, very clear about what you're going to do. I think that you've got to come","I had a friend that did this kind of thing, he would say, 'Hey, I'm going to tell you something about this thing that you're working on. The idea behi","and you know, so we were able to do a lot of our business as well. And so this is what the value is, you know, because you have an external memory. Yo","you know, if you're thinking about a problem, you have to have a certain level of comfort with yourself, with the work. So if you are doing work that ","And what's that? What's the probability of a random person getting infected, which is an infected person in a random city? It's probably high, but how","so, it's, I guess that's like, that's, what, what, maybe it's, is, is what it means to be human, I don't know. I think that","I have a cat who likes to sleep, and I'm not really sure how it does it. I know that it is a cat that is sleeping. I know it has a cat-like body.","I feel like I'm very motivated, but I don't know how to implement it, right. I'm super into that. I like to get things done, and I like to work on pro","yeah, the person who had the most money. And you can also see where they're coming from, like a lot of the people that are in the top. You can see whe","I'll give it a shot, but if it doesn't work, it doesn't hurt anything to be able to get up and do something else. But, it would be a good thing to get","we had this, this thing where, so I was just wondering like, was it like, is that a, is that the same thing that I heard from like, like in my, in my","we're in some sort of an infinite loop. In that case, we're gonna need to keep increasing our capacity, but if the capacity goes up, we get more data.","my next book, what I'm working on, is a series of books. It's a series of short stories. And the first book is about the most important thing is reall","the next thing I was thinking about was actually doing some coding, and this is an experiment that I had set up. I wanted to do some experiments that ","there's a few things that I would like to do with the team. We have a very talented team, but we just have to make sure that they know their roles in ","and that's it, I guess. And there is the point that the public will be made aware of the fact that this is a high-performance team, and that's good. I","And that's an old trick of the CIA to try and convince countries that they're going to get a lot of military assistance from the US, but if you're in ","okay, that's great. Um, okay, so we have this really big, um, what is that? It's a big, it's a huge, it's really a huge project that","And it's like the other way around. But like if you take for example, so like it's like one of these people, one of these companies or organizations, ","we're going to see the 420. We're going to go and see the 600 and the 700 and then the 4500. And then","[laughs] oh I love that. Oh. This is what we're supposed to be doing here, isn't it? Well I love that so much. So. I think this is going to","the same thing you see with a lot of people in the community. The people are so divided and it's hard to get them to work together, because they're so","I'm gonna talk to her about, I don't know how to put this. But, yeah, it's like, I've always felt like, I don't even know, but you know","yeah so I have to do the first one on Monday and then the second one on Tuesday and the third one on Wednesday and the fourth one on Thursday so that ","uh oh, ok, I'm going to talk about a time when I had to use the web. This is going to be interesting. I'm going to have to think about this a little b","well I feel like this is probably going to be a fairly short study but it's going to be very interesting. And so it's really important that we get som","yeah, like this. And, um, you know, that's interesting. Like, I, I, if I had to go back in the world of science, I'd say that like,","I've got a big book that I'm reading right now. I think it's a history book. It's probably about some sort of event or something like that. It's like ","the thing about the D'Arcy and the Leprechaun and all the rest of it, it's kind of funny, I guess. The Leprechauns are kind of","you're actually like a computer system with all the different components of the human brain and your body all coming together. It's actually pretty co","and then the other thing that I was trying to look at is the impact of that and how that's gonna change as you know, in the in the future in the futur","that's funny. So, this is a program called RISE. And it's a program that's designed to be able to recognize images and objects and scenes. So, the ide","I was going to go to the university, to the computer science department. The university I went to, that I was going to, had an amazing computer scienc","and I would say, 'that's a big thing that's important to have for you, you're going to be a little more capable of solving things by yourself, and you","The brain is a very interesting thing. I don't know what kind of a machine it is, but I think it's a computer of some sort, right? So, we're taking th","and then, you know, you kind of, like, get into a pattern. And, I mean, I've seen it happen a lot, where, like, I'll be writing a program","and then we'll get to the point of the year where there's a really big boom and we get into some very heavy stuff. Like the next year I'm thinking, we","so it's very difficult to make a big decision, because there's so many options. I can think of a few, but there's so much more. So it's very hard to d","my first thoughts were about my friend's cat, that cat's been diagnosed with cancer, and so we've been having this conversation about how long that ca","and then, and then you know, the more of the way I think is you know, not like, and this is how you would write it down in the form of an article or s","And so it is, yeah, and they're all kind of in the same range, 5 to 10 feet, right? So they're going to be about that size, and then","[the] day we were sitting down and trying to work on [the] project for the project [that we were trying to do with] [the] new machine, it was a 1","So, I want to focus on the research that I have done. In particular, I have done a lot of work with the Ovcharenko, and in particular with the Ovcaren","the problem with the current approach to language and LLMs is that language is not what makes us human, and that's one of the things that makes the cu","I'm trying to do this problem where I need to compute the eigenvalues of this matrix, and I've been staring at it for a couple of minutes. I'm thinkin","you know, it's funny, you know, in the 18th and 19th centuries, there was a lot of stuff that was being done that was about the...what?","and so I realized, we actually can solve many problems using this method, for example, we can solve the problem of quantum gravity. ... and I actually","and it is very easy to understand why it is that we're in the situation we are in: if you have a piece of cake and you decide you're not going to eat ","I can't make sense out of a lot of things I've seen. I have a hard time with a lot of the stuff I see on the Internet. Like, I don't understand how pe","what we're trying to do in this course, which is a new course, and that's called the new course in consciousness, where we're trying, and that was par","I mean, you can be, it's very important to be very transparent with your students, because otherwise it's very easy to just try to get good grades. I ","and it's important to think about the benefits and costs of different kinds of economic interventions, but as with every kind of intervention, there a","I think about things I could do that would be pretty useful, like a project. And I think of one where I would actually be able to make some money. It'","it's like a normal conversation. A conversation like I had with you. If you're listening to me and I'm listening to you, we're going to have a convers","there's a couple of things I think are going on here. One is, I'm really happy with the direction that I've gotten, and I think I'll be able to move f","[the] goal [of the] study is to see, sort of, what are the potential challenges of that kind of approach, so, for example, in this case, we're not act","I'm going to come up with this whole idea of how a piece of a project might be set up, and then it will be just this big, big spreadsheet. And that's ","and what's funny about it is that the way that I've always viewed the world is that people who are more inclined towards data is more inclined towards","and that is why I'm looking at you, I mean, you have so many different things you can do. I'm wondering if that's because you're young or because you'","I was going to say, I was going to continue the story from the first section. What is the point of all that? It's just that the more I think about it,","So there's a whole lot of the right answer that you already have, and the right answer is going to be a combination of the best ideas out there, but i","the whole thing's just an elaborate illusion. I don't really care what it's going to look like, what it's supposed to be. It's going to be what the au","I'll try to think of the examples where they were different, so you don't get a bunch of examples, like, where they were the same. You can get that fr","[00:23] the number of people who are being recruited for the war. And the fact is that the number of troops that we can actually deploy, the number of","so the only reason we need to be worried about this is because we're trying to get the most people to vote and then they can make it. But the other re","we're not going to be able to afford to be like this. This is the one time in a century when it's going to be important to make sure that we're going ","this is just the same. This is just the same, and we should all be on the same page. This is the same, this is just the same: we're on the same side,","... and then this guy, he's like, hey, can I, can I work at a company called something, something like it's a small company called something like that","the day is still bright, the day is still early, and I'm starting to realize that I've spent so much of my professional time thinking about what I'm d","the new thing, I guess the first thing, is that the technology of this is, I don't know, I've never done this, but I'm not sure you've really got to d","I'm a bit disappointed in the US, because it's not as open as it was in 2001 or even 2015. ...I'm a little bit disappointed by","I'm not sure. I've had some kind of dream. I'm not a huge fan of that kind of stuff. It's a good idea though. I've seen a lot of the stuff","So that's how it works. I have this new project with this new partner. This is actually the first time I've had a relationship with someone outside of","I'm in the middle of a thought about, I don't know, the importance of getting involved in things that are outside your work. I mean, you know, and get","the sense of... this is my life... this is how I got here. I got my masters in journalism at the University of Texas and I started at the local paper ","you know, when we started looking at what we were going to be doing, I said, hey, we want to do a social science study, we want this to be something t","I think that I should just talk about how my team is doing this week in terms of how much money is available, how much money has been raised, the next","I've got to go back to the UK for a conference in the second week of October. It's called the EIS Conference, and it's for the European Institute of S","this is very interesting because, as I mentioned, I'm from the eastern part of the U.S. and I've had a lot of experience with a lot of different types","I am a person who does not know if I have enough time for my clients. I've been working for three years on the board and I don't think I've done enoug","we have been thinking of how to make this a reality for ourselves. We've been thinking about the opportunity. I mean, we've been thinking how to do th","you know that when we were kids we would do stuff like we were kids. You know, we're all these young kids that had fun doing it. We would do things li","it's not something that's necessarily a high priority for me, but I've always been kind of interested in doing a little bit of that sort of work. And ","that's one of the things that I think we really need to do is we have a lot of people who are very motivated to be good, and so, but I think that ther","it's sort of like that. I think I'm gonna just take a look at a bunch of different websites that have come out about, you know, how do I prepare for a","I'm really really not a great writer. So I do all my writing with a lot of help, like, I'll be at my desk, and I'll just talk to my students and I","the whole thing is actually the whole thing of a kind of anarchy, which is, so you have your work, you have the different departments that are out the","and that's just a part of the way of the world, but what's going on, we're in this crazy time where everything is just so politically charged and it's","I have a problem with a lot of the political decisions that are made. I mean, we're in an interesting time, obviously, where we have a lot of people, ","and the thing that I'm thinking about, it's always that when you are starting off a project, a startup or something, like this is a great idea, you ar","you know, so I was in a meeting today, and it's been a few weeks since we've had a meeting, and we're on this sort of new initiative, and we've got to","yeah, it's all right, you know, I have no idea what I'm doing but you know, that's the part of the work that's hard, but we've got a team of","I've seen this stuff before. You know, I've done it before. So, you know, I was just thinking about what is the point of this and what's the point of ","I feel really bad because I don't have any kids. I don't get to see my parents because they're all over the world. I feel like my parents don't know m","so I'm really into it because we're not only doing this in terms of the company and the team, we're doing it as part of the larger organization. So I ","I remember a conversation with my boss. I had been complaining to her about the challenges of getting our data to go through the process, and she was ","yeah, and I think that there are some issues about how long does it take to get to that point of doing something and making it happen? Like, if you ha","we're going to start by saying out loud and in the order that it comes to our mind, whatever happens in our mind, so that we can explore this better, ","So it's like, it's like the new things are coming up, and so they're really exciting, but then it's like there's just so many things that are happenin","So I just thought of a good question to ask about the data. I'm still not completely sure where the data is at, and I think this is an important quest","but I guess that would be really weird if we could see the difference between a random sequence of numbers, a random sequence of words, or a random se","and what does a big difference between them mean? I guess they're all the same size. I don't know. The size difference could be a signal of the degree","there's something that I haven't really done yet. I haven't gone into any of the actual, like, the code of the different classes, what you call in pro","my brain is like, 'I can't do this. I'm a 50% woman,' so I can't do it. I don't really know how to do this, so it","this is the first time we've seen a new device that's very simple but a lot of devices, it seems to us, it's more complex. So we have to explain them ","I want to think about my life. And my life is pretty complicated. I'm a computer scientist, I'm also a student, I have a daughter. And I also have a n","there is a little more detail here and there where there's some ... some data that you need to be able to pull together. I'm not sure if you want to s","this is actually a real thing that's happened to me, this morning I was walking to work and I was trying to decide where should I go to get my coffee?","I don't think it's that hard, actually, it's just a little bit of planning, so you don't get stuck in one place and you can try to plan out your whole","the red square and the white square, and that's pretty much it. Like the other one, it's probably a couple of thousand lines of code, but that's prett","I'm thinking about some old, old, old friends. I think of an old friend, and then I think of another one and another and another, until it's a lot, a ","[I]t's very simple. So, there's a very, very simple formula. It's just the area of the square of the diagonal, so, square root of two, times a","I can't figure out this math problem. If I have a bunch of balls and I want to arrange them on a 3×3 grid, how many different ways can I do it? I","And I guess you have 1/9 of it and 3/3 and then the whole thing. So I guess it is 3/9. That's how I think of it.","I have some other ideas. The reason I didn't put that on my list is that the list is in terms of one week or less. The list is like a plan for one wee","I'm going to work on the other half of the problem. I need to figure out what is going on in this, and I need to prove it. I'm going to do it for an","Now, we have to think about the sequence of steps in the process of solving a problem of the type, what's the solution to a problem given by the user,","[M]eeting this [t]eacher this [t]ime. I have to set up an algorithm. That is, a function that maps a matrix to another matrix. The matrix of","but I can't be sure, I can't figure out the answer to it. I can't prove that that is the only way to do that. I could be wrong. I need to make","OK. So now it's clear that what we can say about this is that if we have a very strong hypothesis, say that 2 is true, then we can deduce that 1 is","and if we look at it with a little more abstraction, we see that there are 16 bits for 1 byte and 256 different combinations of 0's and 1's","a random walk with N steps, where N is the number of particles in the system, is the same thing as a random walk in N-dimensions with one step. Now, I","and it's also interesting because it's about a subject that is, I would say, not exactly well known. I mean, it's very difficult to describe what a qu","I can't think of the square root of 10, and I don't have a calculator. How do I find the square root? Well, I can use a binary search method to find","is there some sort of a formula, where you can use the number of, the, the amount of information, that you're willing to spend, and then come up with ","so, let's say, I have to solve this problem here: [gives a specific problem]. I'm supposed to find the optimal solution to this, and I know the algori","a few people I know are very interested in quantum mechanics. I think there are two different things, there's the quantum mechanics. The quantum mecha","The point of this is to show that the brain is able to make these decisions at the micro-level, but I'm not sure how it is possible, because it seems ","the difference between this and a normal study of thought is that we have no hypothesis or assumption about what the content of a thought will be. We ","And it would have been nice if we could have been a bit more open and talk about the problems a bit more openly, because the whole point of the discus","and you say that the ratio of the circumference to the diameter of the circle is 22/7. Well, that's actually a ratio of a fraction and a decimal, but ","2 times 2 equals 4, 2 times 3 equals 6, 2 times n equals 2n. And if it were 3 times 3, that's","I'm going to be a bit of a perfectionist, so I want to be a perfectionist in that I will have a hundred percent chance of getting a hundred percent fo","well, it's a good idea, and it's very helpful. The best way to think about the problem is to think of a circle, and let me explain my thinking to you.","The difference between the 6 and the 5, for example, is just that the 5 is the sum of 2 + 3, and the 6 is 3 + 3","99, 98, 97, 96, 95, 94, 93, 92, 91, 90,","there's the person that has this attitude, and I believe that's what's the reason why you're getting better results than me, because you have that att","and now the more the problem is that this is really not very specific. You see, the more this is, I guess it's more like a general problem and not lik","(2.8 seconds of silence) ... the sound of the heart, I think, is 100 beats per second ... (3.1 seconds of silence). ... If you divide","I was thinking that we're having a discussion about the difficulty of this, but that this difficulty can be overcome, that the difficulty can be elimi","the idea of the universe being a simulation. This idea is very popular. It is not something that is new, it has been proposed for a long time. It is s","I was thinking about the value of money. In economics, money is a means to the end of exchange. It's used for convenience, but the fundamental value i","I don't know what that means, it sounds like 'I'm gonna go to the market.' I'm gonna go in the market, I don't understand this, this is a number 2","I'm on my way to the airport. I need to pick up my friend's car. I need to make sure that the car is ready for the flight, and it's 4:0","[I] have this one thing that I need to get done that's gonna take me a long time. I have to go out and do some data collection, I have to get some inf","and the way I would do that is I would set up a task of trying to solve the problem of creating an automated test for, I guess you could say, a piece ","there's the old one I had that was supposed to be the best. ... The other one is a new one. And I'm trying to get a better one, but I'm not sure where","I can't get into that position. The way you do it, you're not standing up straight enough, you're kind of leaning back a little bit, and the way they'","right, so yeah. I have a list of tasks. I have to get the email to go out, and I have to, you know, I need to get the list of tasks and emails","you're not gonna get that money until you've written the book. I was thinking of doing that. You're going to have to do that before you're going to ge","I'll try to get some work done today, finish the paper by the end of the day. I'll take a break and take some pictures of the day's work. I'll upload ","there are two questions on this test, right? ... I'm going to give it a go here, maybe. ... I don't know how you're supposed to answer them, but I'll ","I can't believe we can do that. ... I was wondering, what is this? Is this something that happens or not? I am going to do this. ... It is a little bi","I have to start a new thread, let me see here. So I can't have any of these three questions, all right? So, if we just look at what are the possible, ","yeah, this was a kind of a conversation between the two parties. I didn't think the second part was going to work very well, but I was just curious if","right, so now the next thing is to do some kind of an optimization, right, to try and get, well, to try to get to an optimization point, right, becaus","the problem with using the algorithm to define a set, which is just a mapping of the universe of possible inputs, to the universe of outputs. Now, for","It's not a coincidence that it's a coincidence that the sum of two numbers is the sum of those numbers. And so if you think about it, the sum of any n","well, the first thing that came to my mind was the number of the days. Well, we have 365 days per year. The next thing that came to mind was the fact ","there is the whole idea of what we call the digital revolution, where everything has been converted into digital form, and that is the foundation of t","a few days ago I was watching a video of a little girl in a sandbox in the Netherlands, and the girl was constructing a small castle with a tower of b","I'm trying to think about what happened to me today, but it's hard to find a word or a phrase that describes it. I think the reason is that I don't ha","[thinking aloud] this is not my own idea. This is an idea from the other, the other person who is a leader. Then I would say to myself, 'this is an id","I have an idea! ... I have an idea. If you want to make a lot of money and you don't have any money, you can go to the stock market and buy a stock,","and what you're doing, you're not actually thinking, you're just like, I've got to get my, I've been reading about the internet for the last 5, 10","I'm an employee of a company. I'm a software company that designs and builds software. We do that because that's something that people want. I'm an em","this is very important to the person that I'm trying to reach. I don't want them to be in this system that's trying to figure out the next best thing,","[my] dad was trying to take over the [the] world and... and he was... and he had the best idea to... and it was called a world map and it was a","and there is a guy that's working on an aircraft engine. There are two people working on it and they are putting the engine on and it's just not getti","I have a list of things that I want to do to make sure that I have enough money to retire at the end of 2007. The list is going to be really long,","it's like the Internet, if you put a question into a search engine it will return a result. The result could be anything, so in order to get the best ","okay, so, we had this thing that we were gonna talk about earlier today, but it never made it to the meeting. So I'm gonna do a little bit of a review","I want to go to my mom's place and see my sister and then to the beach and have fun and get some exercise in and then back to the apartment and hang o","what's your favorite restaurant in the city? I have two favorites. I like the new one, the one that just opened. I think that's a good one, it's reall","I just keep thinking, man, that it's not just that it's the physical damage to the brain that's causing it, but it's also that it's like, it's also li","oh. I was gonna say, okay. Well, I was gonna just, I was thinking about just like, like the big things like, okay, the big things you know, like, you","I'm looking at the weather right now. We have a very good weather, we have the temperature at 75. I think that that's a very good time for the weather","we're just going to be thinking about how to do this, I mean, you know, the world's going to be very, very different, and there's gonna be so many cha","the word that was mentioned as something that is really important to me is actually a word that I didn't know, which is a word that is actually a comp","I think about... oh I'm going to be like a thousand... like a thousand miles away and... so the sun is... the sun is shining... and... and my... my do","and you have to think that's a good way to say it, because I mean the way it goes. I mean if we're going to, if you know the way we're going, you","and so now I'm in my apartment. So my apartment is in my apartment in the middle of the night, it's a 550 square feet apartment. So I've been sitting ","I have been thinking about you and thinking about what it was like at the end of the world and then, then, the idea of me going to space, you know, an","that was one of the reasons I had to leave, because there was nothing else going on. And I mean there were no new projects and no new initiatives and ","you know, we have a bunch of the same sort of stuff that we've had here on a daily basis for a while. But the question was, is that true for the rest ","... ... [T]he idea of being able to predict the stock market. Like, I remember talking to someone in college. I remember talking to somebody about the","this is not the best thing because if we want to move we want to have the data with the label on them so that we can easily match that data to that pa","this is the difference between 68 and 72, 4. so we'll assume 72 is the true mean, so let's assume that 68 is the observed value","and it's a triangle. It's a triangle, you know. The point is in the center of the circle. I want to just look at the triangle. Okay, so what's the rad","[43] and [44] are a couple. They are moving in opposite directions. They're going to end up with one ball. I can see [43], [44","there's one thing I don't understand. If you can find something interesting, there's going to be some patterns, but how can you make the patterns? And","the shape of the moon in the night sky, I have been trying to model this as a function, so that we can predict its shape when we look at it from diffe","you can take a picture of the world with a telescope. And, if you can make a good telescope, and a good camera, then you can take an image of the worl","I'm going to move down to the other side. So, this is the first example, the first case of the set of examples I'm going to talk about, the problem of","and we'll get to a place and there'll be like a little garden or a little park and we can all get together and then I'm going to show you how to make ","so we have a 15 minute session. I'm gonna record it and we'll see how long it lasts, because you might get more comfortable and then you'll spend more","what would you do? How do you know? You don't know anything about me. How do you really know anything about this? I don't know, that's what I'm trying","okay so I have to do this one thing. Okay, so I have a picture of a cat. A cat and it's a black cat, right. And so the picture of a black cat","I'm looking at my screen. I'm going to a meeting with my boss to talk about a new project I'm working on. It's an AI project. It's called 'the AI that","so it's going to be a pretty nice day tomorrow. So you've got an application with 30 people and it's going to go from 30 to 70 people, so","and then there's this other project, you know, I'm like, oh, we have to do some work on it, and I just don't have time for it. You know, I","there were two guys who were on the same team at my last job, and they were both like the worst people that I've ever worked with. I would give it a t","there's a lot of new data coming in, and it's not really what we thought it was going to be. We didn't expect to have this much data coming in. We hav","and I guess I'm supposed to have a high level of social awareness. I'm not sure exactly what that means. But it's not like I've got a high level in it","I would like to do a think-aloud study of spontaneous thought. The participant lies with closed eyes and says out loud whatever passes through their m","and I was thinking, yeah, well, what are the options, then, for the user experience and for the end user, you know, that's kind of a high-level thing,","I've been reading an article on this... there's this sort of like, a framework for how to sort of understand how to measure like how good of a job is ","And so this is the core idea is the idea of what are the key things that we really want to have as we build this system, right? And so I think the fir","So the first part of the talk is about this, and then there is this. And then it is something about this, then that and then the last part. And so wha","so I'm looking at the picture, and I think that's just like you know, what you know that you could look at that picture, and then you can see all the ","you know the world has a problem of energy efficiency right? and the best solution that we've had is like the internal combustion engine where you tak","and then we have to make a decision about that. That's why you need a process of decision-making, where you can take all this information, and you kno","Okay, so I'm looking at my phone. I'm looking for this... I have to get a phone. And I have to use a phone. I don't think I'm going to use","I am not a very big fan of the UK, so the first thing I'm gonna do is I'm gonna go ahead and move the United States from the second place to the first","And, of course, I think one of the things we have to be careful about is that, you know, I've seen the way that you have to deal with people who, you ","you know the biggest thing for us that is the biggest thing that we are all fighting is the issue of the age of the earth. So that's the thing we're m","and then there's something that's really interesting. I was just looking at a recent study that I don't remember which, but there was something I saw ","that's how I have always felt about a lot of people. Like there's no way to communicate with them. Yeah, I think it's that they're so different, they'","there are all kinds of people that have been working with me, and they're actually trying to work on these issues like how we're going to prevent the ","and I guess it's like you can have a dream, or you can have just a series of thoughts. But in my mind, I was more like the series of thoughts that I h","we were in the middle of talking about, like, how people on the internet, like, and, like, in general, how people are online, and how, like, just to g","you have to remember that there's this thing that we are working with at the moment, and that is a thing called an algorithm. And an algorithm is just","you know the number of the problem. It's not like a regular math problem. You can't just read through it and say oh, here's the answer. You have to go","this is what it is, you're trying to, you know, to prove that the real thing is that, is that you're trying, I think, is to try and prove that the thi","And they say that you can get it from a lot of different places, like a lot of places with a lot of problems, but I think that a lot of that comes fro","and then I wonder whether my feelings of anger are actually a reaction to my own frustration and frustration and frustration is actually a result of s","The other thing that I wonder about is like what if the universe is an illusion like an infinite simulation. I think there's probably a lot of people ","there's a lot of research into the neural correlates of consciousness, I know, and a lot of people have gone into what is the mechanism, what are the ","and if you look at the general human evolution and how we are evolving as a species, one of the things that are happening is that we are becoming more","It’s a really great way to understand people, right, because it’s this process of this is a very emotional process. It’s not, like, the cold rational ","and the reason is that the people who were in the study were probably just too comfortable. They didn't have a very strong desire to leave, I mean, ma","I'm just gonna go back and do what I always do. I know this is going to be a very difficult period in terms of the whole covid situation. I think it's","it's like a little bit of a snowball effect, where once you start talking about it, you kind of think more about it, so it's kind of like when you're ","okay. I am doing well with all this. I think it's quite useful to see some of the processes and the mind wandering and so on. It is not an easy thing ","I've been thinking about this a lot. I've been thinking about the work that we do at work. We have a lot of meetings at work. It's a very project base","I think if I didn't do this podcast, I'd still be in a job that I just feel like it's not worth it. I have a lot of colleagues who are really good at ","I guess the hardest part about a job like this is, you know, when you're not even sure what your job is going to be, you don't really know what you're","so, uh, we've got this this one, I've got this one, we're going to be running some some really, uh, really cool research projects this year, and I'm k","you know, there's a lot of work going on around here. You know, they've got these people coming from different areas that we've been trying to find th","I know the last time we were talking about a blog about the student of a friend of mine that's got a lot of problems with a lot of different issues, a","and we want to be able to keep track of a lot of these, we're gonna have to work on that as well, because that's, you know, you'll, you're going to","and I think a lot about that. So, I think I was in the Bay Area for about a year, I think in the end of 2015, 2016","we got to talk about the end of the world. And I guess what I said was like, I'm like, what is it gonna take to get to the end of the world? And we","the brain has evolved and we're talking about humans being able to use that to create all sorts of different tools and devices. But we also have to ta","it's always been very challenging for me because I'm very creative, and I'm very good at identifying problems and things that are wrong in a business ","and the other thing I don't think has been addressed by the people that I have met in the US is there are a lot of problems, a lot of challenges aroun","what do you want to say? We're talking about the relationship between the body and the mind. You can talk about the relationship of the body and mind.","I just realized that my research program is quite similar to the research programs of some of these people that I just talked about. And so in particu","the one that's not in the picture, which is, like, the one that we don't talk about, right? Because there's so much we don't even talk about, even wit","we are going to start to see some new phenomena that will change the way that we understand the universe. The next part of the story is about what is ","so I can't believe it. I don't think this is just about the amount of work that it is. I think it's a question of the amount of resources and I think ","the problem is that we don't know what the data are. I've tried to put together some data, and I've done my own studies, and then I've looked at some ","the fact that a lot of my research and my professional life is trying to look at the quality and the quantity of the information that's being consumed","what we're looking at right now is the issue of the proper interpretation of the law. We have the proper interpretation, and there's a lot of argument","there’s no evidence that I have... well... I think that there’s evidence that I might have had an impact... I think my impact was substantial. I think","I have some work to do, I have to think about something that I'm going to do for the day. I have to write some of my own, or some other people's paper","I am 100% certain that when I was younger I had a lot less control over my thoughts, and there were probably more times where I was thinking of someth","there's a bunch of stuff coming up. I have to work through the rest of the pandemic. I have a bunch of stuff to do that I have to do this week. I'm go","and they're they are basically the same kind of process. I I don't know how to articulate that right now, but there's a lot of similarities in the kin","I'm not sure what you want to do with it, but I would definitely want to bring a bunch of data. So, a bunch of information and then we can see where t","I think I'm going to talk about this and then maybe have a meeting with the CEO to sort of give them some feedback on what's going on. I think this is","and so you're going to be able to get that at the end of the project, when you're like, you can't do anything about it, you're just like, 'oh, it","and we're talking about, the work is really the most important part of the program. It's very hard to get through the work, but it's what the work is ","I'm thinking that it's possible, as you were saying, that you could have a system that has the same effect, but is a bit more structured. That the out","and it's one thing that they can tell that they're not there is when they do things, they're doing things that they know are bad. And they're going to","and the second thing that we might say is that our expectations of the world, in the past have been very, very wrong, and we have not been able to cha","and I see these people. I think about it. I see a big building and I see them walking into it. It's like a big door and you just walk into it. You kno","and I was trying to think about the question of whether or not we have to be conscious. The definition of consciousness is that it's subjective, it's ","it's always interesting for me to think of how I would try and implement this in a way that's more scalable, and one thing that I have a feeling about","but that's just that. Oh yeah. That's why, when you're running, you're, like, you know, if you're, if you have the ability, you're more likely","I've got to clean my house. I think I've got an important thing to do, something I don't need to do today. So I'm gonna try and finish that. I'm gonna","that's why I've been doing a lot of things that I don't usually do, because I have to make sure I'm not being really, really lazy. But, I think, and t","I don't have to do anything. I'm free from the problem of having to be somewhere, because it's my own day. But then I also have to work on my own time","So, you know, when I think of a certain type of animal, I like to think of something that can have a lot of different types of jobs. So, let's say it'","I am having this weird thought. I was thinking about all these words that were in here. I don't know. I mean, I mean, you know, like, what do you mean","we are very much affected by what other people are thinking of, even if it's not directly related to us. That's one of the things that's kind of scary","I can see how much people would probably use AI in order to increase their efficiency and to do things faster and cheaper, and the risk of that would ","[00:44] It's very hard to even imagine it, you know? Because I know that it's actually very hard for us to have a full and complete picture of the pas","the moment of conception... a moment of conception of a baby... where does the moment of conception come from? So I want to ask that question... that'","the idea that I'm a bit like an archaeologist, that I'm really trying to understand the universe and my place in the universe, and what my role is, an","I'm going to start off with some more images. And there's actually some pretty interesting images that are floating around in my head at the moment. A","[the] first thing that comes to my mind is that I'm sitting here in a very comfortable position on this sofa. I don't have the slightest physical disc","so in order to move the needle a little bit, it might be best to have some sort of a flexible set of guidelines that have a lot of flexibility, but wh","and what's going on here, as I'm getting into the details of what the hardware is, I'm trying to think, is there any kind of high-level interface, for","what's the relationship between the way in which people learn from examples and the way in which they learn from code? Right now, we've got examples, ","I think of my first visit to the University of Arizona. I was at a meeting with the physics department, and they told me that I had to learn the progr","that was the problem with the original model: the original model was a model of a single agent interacting with its environment. So you've got a singl","oh yeah. So I think I'll probably just go in the other direction and do a couple of experiments on the left hemisphere, like do some of the tests of t","The problem with the mind is that it's too powerful. It's like a black hole, if you don't know how to control it. That's what a lot of people are tryi","I've been thinking about this a bit more and I think the key is, not to use the fact that there's an input. Because you know, what you're going to see","a little bit of thinking, a little bit more thinking and that's the state that I want to get to. In other words, what is a good way to do that? Well, ","I'm actually sitting here and thinking that, I'm trying to remember a thing that was presented in a class that I took and I can't remember. I think I ","I would say that the most important thing about the world is not to be able to control the world, but to be able to understand the world, to know how ","and when I was a kid I read a lot of books and they're great, you know, and they're all very interesting and they're fun and they're just really good ","what's the point of getting a degree? What does that do for you in the long run, and how do you apply it in your life? If you are a mathematics major ","I don't think it's necessarily a problem to use the words of the Bible because it's the way we talk. Like, if you're talking to someone you say you're","this is the difference between the present and the past and the future. And I think that a lot of people in the present have a lot of pressure to go f","and we'll be able to get to Mars within a decade or two and we'll be... we'll have the resources and the technology and the will to do that. It's goin","so we have a bunch of these, like we can just create, you know, all these different models, like the different ways of looking at how this data and th","The 5555s are an example of a prime example of a number that's sort of hard to think about. They're kind of like the first numbers that people would u","the amount of energy it takes to keep our world going, which is really huge, the amount of energy that the world consumes to keep our society going, i","I can't really be sure of how much of this is being done on purpose and how much is just being done for the purpose. But I don't think that it's the c","what we do here is we're trying to see whether we can understand what are the main patterns and drivers behind the system of information we have in ou","the world is a simulation that we can play. It's an interesting way of looking at things, because when I look around and I see things like cars, and p","I remember that there's a thing that I had to do on this machine, which is something that I did to be able to take some of this code that we had put i","I have a very vivid visual imagination, so that, if I'm imagining something, I'm really seeing it. I see the thing I'm imagining in my head. And then ","and you can use that as an interface to control a vehicle and also, if it's a human being that you're interfacing, you can control it in a non-determi","And we're thinking about our current work, what the current work is, what we think would be helpful or relevant to think about. So we could think abou","and then I had this thought which was something like: the way to think about this is in terms of a game: it's a game between the two players where the","Okay, so, if I have a 1000 dollars and I want to save, if I want to put my money into a savings account, how much do I lose? So I","we know that we are not going to be able to solve this problem without actually understanding how it is that the brain works... If we are to solve thi","I want to look at the effect of a different kind of attention. If you think about your day, you could say that there are certain types of attention th","I'm trying to write a program. And I have a file, and I'm going to be able to read the file in, and then I'm going to have a string that is going to","I think that I need to think about this in more depth, but for now I want to compare the different methods for generating ideas and which are easier a","and you can think that in 48 hours the system of equations would be solved in some way, and then you can solve that problem. It is not too hard. I've ","I will have to get to work. I have to make a change in the way I do things, otherwise the company will be going under. There's no question that, well,","and so if you have 100,000 students, and you have to distribute them randomly over 10 groups of 10,000, what is the probability","well, we were looking for an area in space and I'm not sure if it's just the way I did my experiment or the way we do experiments in general but what ","but I want to say that I think I'm a little bit more conservative than the majority of Americans who live in a democracy, because we are kind of a min","I have to go to the gym, I have to work out. I have to get enough exercise. I have enough money to work out, but I don't have the time to work out and","... I don't think about that a whole lot, because it's an outcome of a different set of decisions that I made over the last few years. I think there w","[I]t was really, really difficult for me, and I didn't know, and I was, you know, I didn't think about the world of, you know. I didn't","what's the issue, what's the problem? How are you going to solve it? What's the solution? I want to get back to that. How do you get there? You've got","so I got a job, right? I have a job right now. I have a job because I'm a lawyer, and I'm doing research, and I can't even get my degree.","I was in college once, and I had this problem with my parents, who were, like, my parents. I had a huge debt in student loans. So my mom and dad said,","and I was thinking about the other day, I went to the, um, a friend of mine, whose, whose wife's, whose company, his company, their company, owns a re","I remember going to an old home on the East Coast that had a lot of old stuff in it and there was an old desk and a lot of stuff, and he said, 'Do you","I remember that's what I did, I thought of the last time I was in there. I'm not sure if it was in the last five years or more than that, but I'm sure","I have to get back on the computer and do some work on my report and the data for the report. That was an interesting thing. I mean, it's been a while","so it's a way for the US to keep China down because China's not a country that's going to be as quick to adapt to new technologies. There's just not a","I just like, the thing that I was doing with my team last week, was, it was like, I'm gonna try to use some of those like, new ideas to actually put s","And the other thing I'm looking for in that is that I would like to be able to track how much time that we can put in and the potential of how much va","and I think, well, one thing that we're really seeing and I think is an indicator of the impact of the pandemic, and this is particularly true in our ","and this is why I have an interest in the idea of the kind of thinking, and it's going to be important because it's going to influence the way I think","we've had, so they've been given some, but we're, we've had a couple of conversations on the topic, where we've been kind of like, let's do the whole ","yeah, so, I was going to say, you know, how, I mean, I think there's a couple of things. I think that people tend to do more of that now, I","this is kind of an interesting thing... I was thinking about how we think about technology and the way we use it as an interface to the world. I was t","I'm actually interested in how the brain works, because it's basically what it's been doing all this time. And that's a very fascinating thing to thin","yeah. I'm a fan of that. And so I'm in this situation where I'm running a bunch of these. Like, I have about 20 projects running at once, so I","uh, yeah, we we had a problem with with the data, we weren't able to get the data. We we weren't we didn't get the data, so we we had to switch","I have this idea for the next conference and it is in a research paper that I'm doing and I've written it down and it is a model of the kind of data t","and then I've just started another project and so I'm not really sure I can dedicate time to it. So I'm looking at what I can do. But I am able to loo","and it's a big change...it's going to be...a big change for me. So I think it's a good time for me to just see...what's the best way to learn","and I'm talking about what we have done so far, right? Because the first one was to make sure that the users were getting a good experience in the onl","you know, it's funny that this is happening at this exact moment, because I have an ongoing project, an ongoing research project at this university, w","I think we might see some things coming up in terms of more of these challenges that we're going to be able to address. I mean, you know, I think the ","we got this guy, the other guy, and then there's another one that's basically doing it, but I don't know how to categorize it, but it's more like it's","We've been talking about the, you know, the idea of, you know, a system for, for, for people in the, you know... you know, with, with mental health is","what do I know? So I'm in this situation of... my company, I'm a small company, so I have to... I have to find ways to improve my processes in order t","this is a very interesting approach... this is what I call the self-referential learning approach. What this means is that when a learner is exposed t","and the other thing that I'm not happy with is I'm not comfortable with the idea that you can have a server and it's completely untraceable, that it's","if I can, I think I will take a second to figure out, to write a quick response to this. And so my next question is, what are the actual legal consequ","the best of us, it's important that we get back to basics, you know. We have the same issues as a country like the United States, you know? They're go","the things that have changed the most... they have changed the way that people have interacted with technology. You know, like the advent of the inter","my son, my son, my grandson. My son is going through a lot of turmoil right now. I've had conversations with him recently, and he's dealing with a lot","[The] first time we did this, I had this feeling that I was being judged. I was thinking about what I wanted to say, what I wanted people to know abou","I was thinking about the question of why we're in this world, and I realized that, like you, I was really just an observer here. I don't have any impa","this is how we deal with it: when I'm on the train or in the car or something, I try to remember this person's number and their name, and if I don't r","and, then, you know, I started watching this podcast on, on, yeah, on podcasts on my phone, on my phone app called Pocket Casts, where people are talk","and I've been thinking about my friend who has had this amazing podcast about meditation, called 'The Daily Stoic' and it's been a great way to start ","and then I'm like, 'All right, here's a plan. I'm going to start with like a few of the most important ones and then just start from there and then I'","so, so, the other day I was watching this thing on YouTube called the 10,000 hour rule, which was like the Malcolm Gladwell book The Tipping Point, bu","I'm going to make an announcement. I'm going to be announcing, I'm going to have a bunch of people over here, you know, we're going to do a presentati","this is the third day of the week I've been doing a little bit of work on the web, it's really fun, I'm doing a little bit on my personal blog and I'm","I'm actually still kind of working on this. So I had been planning a really nice post about this thing, and so far I've gotten in, like, a little bit "],["I think I don't remember doing that before. I don't know what that is. It's funny. I don't like it. It's a little weird. It's sort of like a","and if you're not there, and I have to go, I don't want to do the wrong thing. You know, like the wrong thing or something. Like, I might say somethin","it's almost like I'm on autopilot, doing things, like going to the store, doing my errands, just kind of getting through the day. It's almost like it'","And so it was that I was in a position in the 1970s, I mean the 70s. I was a graduate student. I had an undergraduate degree in mathematics","I remember the day when I had a job, and I was given a bonus check, which was 300,000 dollars, and I remember that check and it was a really","a whole lot of people that work in the same department, they're all old buddies. They've been friends for a long time. So, they have all these little ","and we're not really doing anything in the world right now, we're not trying to do anything to save the earth, we're just doing our thing and then we ","The way it is right now, if it gets any worse, it could end up being like a full blown pandemic, and that would be really bad. I mean it would be real","I've never seen a spider bite before. I remember, like, when I was, like, a kid and like, we were building a tree house or something and, and this spi","I'm glad I'm not going to college, I just don't think that's going to work. I don't know how to study, but it would be nice if I could do well enough","so we've been doing this for about 1.5 hours, and we have about 2 more hours left, and I'm actually really surprised because I was feeling really tire","15,000, 12,000 and 12.3, 13 and 18.8, 16, 10,","it is about a new piece I made, which is a new piece of a new game, which I call 'Rooftop', and I've made about three pieces for that game and I","I want to get a second job. I'm going to do it. I'm really going to do the second job. And so, I don't know. I've been looking around for second","and then the last thing before I was just like, oh, there's 27.2% on my balance right now so I'm like, oh I can actually get that thing done before","(a)nd they have a nice little (a)ccompanying video of it... that (a)pparently makes a lot of people feel really good about themselves and a little bit","I need to go home to the gym. I should have gone to the gym yesterday. I need to do a bunch of pushups. I should do more pushups than I did yesterday.","and I was thinking about a blog that I wanted to write about, where you would do some kind of stuff like a fitness thing where you would have a number","we're going to go to the store on the way home. I'm not sure which one yet. I can probably get something from a different one, or maybe the one where ","oh yeah, I've got this idea, I'm gonna start doing the next set of the project in the morning. It's gonna be fun. Oh, I was also gonna look at that ph","like the old one, except the new one's better. Like my new one's better than the old one. And I'm going to get a new one for my 60th. And","I guess if you're running into the middle of a park or a soccer game and you're going to try and go, I think I would have to wear a helmet and maybe a","and then you know, I guess I'll just make another one. I don't want to just make like a bunch of them in one go. I want to take it easy on this, you","the thought that I had had this week. This is a bit of a break from work. I got to go to the gym. It was the first time since COVID. I haven't really ","I am driving, I'm going to... I'm going back to work, I have to get my stuff and stuff in the truck and then drive to work. So I'm going through the h","the time you think about the things that you need to do before you get out of bed in the morning and then when you go out of bed you're like oh I'm go","what are my feelings about being in the city this weekend? I have been looking forward to this. It was going to be like a trip, I was gonna spend the ","we are still working on the school. We still haven't finished, you know, there's still work to be done. I'm hoping that we can get the building finish","yeah. I was on a little island off of Florida. And we were sailing there. I've actually been there before. I did an island camping trip in 2014 or 1","and I can see him and he's like he was when he left, like he's just, I mean, the thing is like the thing is that I have to make sure that he's not","so I guess there's going to be some more rain tomorrow and it's going to have been pretty strong rain that we had. And I think we probably just had so","what's the deal with this thing, this weird thing where you have like the little red dot and it's, it's been, it's like a little light, and it's like ","like a huge fucking computer system like a whole network and all of the computers are like 1980s style computer computers. And they are all like runni","I've got to... I have to think of a name for the website. ... I've got to come up with a good name for the site... the site is, you know, I'm","uh so it was like oh my god, oh my god and you can see the car right and it's just like a flash of a car and like a 1956 Porsche 9","and the problem was that I was getting into the old man and the old man was like, hey, look at my wallet here. I don't know. I got my wallet out of my","and then you get the weather... it's cold. You get the cold... it's really cold, really cold and then it's just a matter of like you got a phone call ","just because he is like that doesn't mean you have to be like that. And so it's a good idea to take a break and have fun and let's see. Oh, yeah, yeah","and then, I don't know, I feel like it's going to be like, I don't want it to be a long time because it's like, I know there's going to be","this is really weird. Like you don't know what your gonna say next and like, just, like, you have no like, direction like for it and it's just like a ","a bit of a strange feeling about all this. It's like if you're looking at a person. And you know they're going to say something. And they're going to ","like my memory of my sister, you know, like I had her before I had my parents. And my sister was 15, 17 years old. And she just passed away like","I have no idea. I mean, if you can imagine if you take a plant like an apple tree, or a cherry tree, they grow from seeds and they grow from sprouts a","the last time I had a conversation with someone that was like this, it was with a group of friends where we were all talking about this really cool so","the reason I'm sitting in a room with you is because I feel like I've been given a chance to help people...I know there's people out there that really","you know, it's the same way as the physical therapy. You're, you know, if you don't do it consistently, you're not going to have the same results, but","I'll just think of something else. I know it's not exactly going to make a huge impact but I feel like you're all sitting here waiting to hear the nex","so you can't really do anything about the kind of... I mean, you can't even say, you know, hey, I'm going to go back to this business and then you don","I guess we need to bring in the issue of what's important to us. We have to be able to recognize what's important in terms of what's happening. For ex","you're going to get back in the water. I've been in the water all day, I'm exhausted, I've been swimming the whole day, I've gone into the water with ","I had the opportunity to see a couple of really interesting studies where people were trained to meditate and to be really present with what is going ","the brain is the most complex thing in the universe, we know that. It's like a giant computer that's connected to this physical body. We know that the","so that's why I'm so concerned about climate change. Because I do have the intuition that if there's a systemic problem, then there's going to be some","my friend, who's working on a book that is part of a global, trans-disciplinary, international collaboration on the climate crisis, and I've been invo","And what we're finding is that there's a lot of variation in the way that our brains are wired, and it's not just about genes. It's not just a functio","that's very good. The issue I'm talking about now is the issue of the use of AI tools in the academic setting. I think this is something that people, ","it's a bit like when we've got a new language and we want to see if people understand a sentence. If they don't, we don't know whether it's because th","I think one of the issues that has to be addressed, at least for people who are working on software and in some of the most interesting areas of scien","I'm trying to get this right. I don't know whether there's an actual way to do it or not. And I think the way to do this would be, let's say there's","I remember in one of my first years here, I remember I was on the board for this project which is actually the next generation of the project, which i","I think of the world as a great big box of parts, and those parts can be swapped out. They can be improved. They can become new. I don't like the noti","I'll have to think of some way to make the code that we use to identify people within the system and make the code, you know, more secure. There's a n","And now I'm getting a little tired, and I think the whole idea of the model is to create an environment, that is, an ecosystem of thinking and learnin","So there was this little story I read a long time ago, it was a long time ago. It was about this little girl that was out on the streets. And she had ","my hands and the computer and how the mouse is now a joystick, and my hands and how I can use the hands to make this machine do what I want, and how t","The idea is that I was thinking about how we had some pretty significant challenges at my last job, which was at my last company that I worked at, and","so you're going to have to create some sort of model and then that model is going to be some sort of abstract representation of your product. And you'","the 80,000 words per year in the web of attention that we all live in, it's really remarkable. I've worked with Google for a while, and they've got","So you want to see a movie. So I got this new movie from Netflix, so it's, it's a movie, and you can see it at the library. So what I'm trying","the other one is going to be in the middle of a very cold war with China and I think that's going to be one of the biggest things that will come out o","I have to get this done. I need to do something. I've been saying this for the last hour, you know what it is? I need to get this finished, this proje","I'm thinking that you're saying, that, like, that's the whole thing, right? So we have to go back and, like, we have to build, we have to, like","yeah, I was working on an app before. This is it, but the problem was, I needed to go from 850,000 lines of code, to 85","uh, you know, it's interesting, you know? And I wonder if that's actually a real thing? Or if that's, you know. Is that just a marketing term? I,","The two are just not compatible. It's really a challenge that we need to come up with, and then we can say, 'Okay, we're gonna do the thing.' We need ","I'm talking about this whole process of... in terms of the whole concept of how to be an organization and how to be a company and the things that they","Okay, so I'm, uh, so, uh, I have some thoughts about, uh, how I do my, how I approach problems that I have, uh, that I'm working on","the first thing I thought about was how the language is used for different purposes. For different groups. And that's why it's important to learn the ","[w]ell, I think you know, if you're interested in climate change, I think, yeah, that you're interested, the carbon emissions is one of the major issu","my mother has just gone out. She's leaving to go to a conference in London. And she's going with a colleague, so we're two people and we're flying to ","[We have] the question, and there is the answer to the question, which is that we know that we have a particular number of students at a particular un","I've had a great experience, which was very different, but it was a very different experience from my own. I've had an opportunity to have some kind o","I can't remember the last time I did a think-aloud study. I think I have a 5-year-old daughter who did that. But the one that comes to mind is that I ","I was listening to the lecture on the previous day. I remember I took a long time for a lunch break. I went to the cafeteria, and I realized it was no","that's why we're having this meeting. We're talking about this as a team. The topic is the use of artificial intelligence. So it's all about the AI. W","a few hours ago I was thinking about that one time that my brother and I were running down the stairs in the building, and we were being chased by a f","I think of this as a bit of a game, and the more you get into it, and the closer the team, and the more cohesive it becomes, the better it is. So I've","I know that the product will be the same in some respects. It's kind of the same. But I think that because of the differences in the process, I think ","I'm thinking about this issue that I was talking about this week with my student, that's in the area of, I was reading in the area where the state is ","The brain. You know, I had been looking at the brain, the brain and the mind, and so I thought that the mind, if the brain, if you have a brain, you h","And I'm looking at the landscape and then I can imagine I'm going into the city and then I'm in the city and I'm looking around and I'm going through ","So you see that the part that is more of a big idea is actually the part that you can sort of work on and have your team work on. I think that's the s","this is really important. When we talk about the big question of how does the mind work, how can the brain think? I want to give you a different way t","I'm sure that you're thinking of how much I have been doing the last few months, and how much that I've done in the last few years. I've been in the U","so I'm not sure what's going on. But, uh, it seems like there's a lot of tension in the system, at least in the past two or three years, uh, and","And I can't do that because I have to take that and then put that into the software, but I'm not going to be able to do that because there's no softwa","I have to do a lot of things in the near future. There are things that I have to deliver in a certain amount of time, and I need to have a lot of free","And, then, I was wondering about the world, you know, we are trying to build a world, and we are trying to create a world and we are struggling with a","I just think, so it's a kind of a visual picture of, you know, a, a kind of an illustration of the, the, the idea behind the, the... the... the","what does it look like, that's a good question, yeah, so, what do you think about how are we going to approach these ideas in terms of, I mean, they'r","So, we talked about what's wrong with the economy. We talked about how the economy's going to be fine in 10 years, and the government needs to be care","The only thing that I worry about in the future, I guess is I don't see that you're going to be able to get your revenue up. And I think that's why th","we'll have to, um, we have to really really sort out the, um, the process, of getting a loan to buy a car, to get a loan for a car, and then","so I'm not sure when the best time is to start. Is it in the beginning? If you start off early, you might be able to get that established early on, th","you can have a good morning. I'm in a good place right now. I'm trying to think about how do I want to think about my career? I know that there's goin","[the idea of] what I'd like to do for the next year. I know we're doing a lot of thinking about things that we need to do in the next year in the shor","I'm thinking about, I'm thinking, I'm writing a paper that's due tomorrow about, about the, about the first chapter, about the most important chapter ","I don't know how I feel about it but I do know that if you're going to give me a reason to get a job at Google that's probably not a big part of my li","[w]hich is just not what I'm looking for, right? And I'm like, okay, I got to try and get my hands on some data on how, you know,","we're not doing it, because we think it's important to have a place in the market and we don't want to be in the business of manufacturing for a while","you can actually kind of look at the work that we're doing in the labs and say, OK, yeah, these are some things that we're going to be working on in t","so we're kind of building the capability for, you know, a number of different things and what we do with that capability is we can, you know... we can","you know, there are people who are experts, for example, and you know, the people that you see in the movies, you know, that are, the people in the mo","it's important to get a broad sense of how our minds work and how it works for our students and for our fellow colleagues so that we can make decision","the way I see it is, the world has always been this way. So we're always in a state of competition with each other, because we're all competing for th","And it's important for me to be able to say 'I am' without being attached to a body, without being attached in any way to anything, so that I can say ","I'm not really sure how you do this, so I've started to do the opposite, where you try and focus on the areas that you haven't done the best of yet, w","I guess I'm being a little bit more aggressive. I think I have to be, but I don't know what else to do. It's like I have to do things that are hard,","you don't really need to go into a lot of detail about how we are going to do this, right, we have already decided that we're going to do it, we're go","okay. I mean, there's, there's a lot of ways of doing this, and, and this is one of the ways of doing it. And I would say that there are a lot","okay. so... what we're going to do... is we're going to continue on. We're going to go on to the next day. Okay. So there we are on this Monday mornin","it's just like that. You know, like, you think about something, like, and you like, and then you want to go ahead and start a project, and then someti","you know I I feel that I am being followed right now. I've just felt it I have this sort of feeling that there's someone, or there's something followi","I'm trying to figure out how to do this. I don't know what's going on here. I don't really know. I think that I should be able to use this, but I","I'm trying to think about a random topic... I guess what I've been doing a lot lately is I'm trying to figure out like how I want to start a family an","it's a good idea, because you can think about it in the back of your mind while you're going through your day and you're going, well, what do I want t","and then, I guess I'm going to be looking at the schedule, which is, there's, there's a whole bunch of people and I'm going through the schedule, and,","and so I had a question. I was a question, but I was an academic question. I had an academic question and I was like, 'How do we like, do we need to d","so I just looked at my phone, and then I was just kind of like, 'Hey, I wonder how that's going? Or if it's still on?' You know, 'It's","we have a new user experience. We have a new AI assistant on the web. So we had the AI on the web and now we're gonna be implementing it on the apps t","oh I wonder if we could do this from home. So I'll just try. So this is the first question, so I'm trying to think of the right question. I think we'r","and then we're going to see the next slide and that's going to be the first part of the work we're going to do. Okay, so the next slide is this. This ","and the first question is, how much is this going to cost us? And that's something that I'm already going to be on board with, because it's the first ","it's actually very hard to come up with good questions. Because you do have to go in with a lot of assumptions. You're making assumptions about what a","uh... so I mean, if I could see this in the context of the larger ecosystem of our software, then it would be the kind of thing I could use it for, I ","I mean, it's the same as, it's very similar to how the computer works, in the sense that I think it's a good, I mean, a lot of this is just the","a new idea came to mind that the way I had described in the past is that it was like a sort of a system. You could imagine this system as a kind of a ","the reason why I believe in the future, is because I'm like a gardener. I believe in planting seeds, I believe in nurturing those seeds, and that is s","I was a child of a certain age. And there was a book that I was very fond of that had this, a set of principles that said, you should be a person, and","what do you mean by thinking? I think the answer to that question is going to be very difficult, because thinking is not a single activity; thinking i","and that's what I'm saying is that if you are to be the subject of an experiment, you have to understand what's going on, and you have to be willing t","we need to learn some kind of common language that will allow us to discuss the kinds of issues that we are interested in in the social domain. It's a","and there's the next step. I'm looking for the next step, and the next step is the next step of the next step and I'm looking at it from the point of ","I am interested in the cognitive state, which I have not seen, and I want to try to model it, and it has to be something that is a good fit to what is","I am... I am thinking... about the future... but I'm also thinking about... what I did in the past. And I'm thinking about... my dreams... in the past","the future, for example, is something that is in many ways a reflection of the present. But if I think about that, then it is not just a reflection of","I remember the day I met my first friend who had a PhD. It was my first year at the University of Colorado Boulder. I remember one day, I was at the c","and so there's some people who are worried that you know if we do the same kind of things that we did for the last three decades we might be doomed be","so what is the question? Oh, is this just a matter of, I'm going to create a framework, and the framework is going to be based on the assumption that ","so the way we can measure it is by looking at how long the brain needs to integrate information, and how long it takes the brain to come up with an id","I've just come back from my walk. I've had to sort out my schedule so I can spend more time at work on projects and things that are of interest to me.","I'm just thinking that I really have a good idea here. I think this is actually going to be a very useful application for the development of new medic","so, my husband is on a book club, and we read this book. It's called The Gift of the Givers. It is basically this theory, this whole theory of leaders","Okay, so, so, okay, so, I think I just took a step backward because I'm not sure what my hypothesis was. What was the question that I'm looking to tes","so, when you talk about that, what you mean is, so I'm getting the point here, and I'm trying to understand if what I'm getting is the right point her","we can't forget that the social norms are also an expression of the human desire to understand each other. The human desire to communicate. You need t","it is important to get away from the usual way of doing science, which is the traditional way of doing it, where we have to first have this data, and ","uh, I mean, you know, we could still get into all sorts of, uh, issues that the people who are now in charge, uh, in the private sector, in the univer","I've always known about the issue of, like, the diversity of human populations and how the environment is going to change and what's going to happen t","... ... and then you have to see who's right and then you go through the same process again. Then it's more difficult. Then you've got to be able to m","yeah, that's kind of like a weird way that, that a lot of people, a lot of times have been trying to figure out, how can you really measure the effect","I mean, that's a lot of stuff you have to figure out, how to represent your environment, how to move around in it, how to build stuff, how to make stu","and the way it was, my husband and I would be doing this for like six to eight weeks and we'd get like, well, let's say the last one we had, it was a","this is the first thing. This is the first question that comes to my mind is that, so I think I'm gonna do an experiment on this, so that I could have","but I feel like maybe there's some way to get the word out that, like, the real problem with this is not that you're making a lot of changes, but you'","I'm in a place that I know. I know this place and I know a few things about this place, but I don't know many things about this place. I do not know m","I would like to see a lot of people on the screen. I would like, when the screen comes on, to have a lot of the audience on the screen, so that they c","I was going to say, that you know, that this is a pretty important part, and you know, you really want to get to this, so I'm going to make sure that ","a little bit of the study of how we're going to apply that to our own company. So we're looking at a lot of different different data sets, but what we","and you can say that they are a little bit different in their way, they have different... different approaches, different... I'm not sure that I could","it's important for me to do is to take a look at what happens in the brain, but also, as I said earlier, what is happening in the brain. I think there","and we've been able to see these correlations, these relationships between the two. In terms of the risk factors and the predictors and the outcomes, ","I'm looking at this and I'm thinking about the fact that it's an incredibly rich set of data. It's rich in that there's a lot of variability in the da","the model of the world that I believe in is one where people are ultimately good, and they are trying to make things better, and that's what's really ","And so that's what you want to do. What's the next step? Well, that's the next thing you do, and the next thing is to use that and build a product and","I don't really understand what that is and how that's relevant to the current problem we're solving, because this is kind of like, I guess it's a big ","and so there's the same, what I'd like to say about the first one is that the first one had some very important differences as far as I was able to se","I'm writing a paper for a course that I'm taking right now in the summer, and the paper is on this topic of artificial intelligence and machine learni","the other thing that I noticed today is the fact that I didn't realize that I was reading the book the way I was reading it today. So, I was reading a","I've been doing this, just this for the past, three, four years. I've been trying to do this for three, four years now. So I think, I guess it's,","I think that there are lots of reasons to try to understand human thinking. I think that human thinking is incredibly complex. We're not only thinking","Okay. So we can also look at the complexity of what you do with these different kinds of approaches that you mentioned. So let's say that in a 10 minu","it's like a big bowl of soup. I know that. And then I can, I have the sense of the taste of it. I'm like, 'oh, this is kind of okay","So I've had this thought that it's a funny way to say that there are two people in a relationship, one who is more focused on the past and the other f","and, I suppose, you know that, and I can't, I can't remember, and I think that it's one of those things that you don't need to, you need to know","this is very interesting to me, because you see the first thing that was the question was what are the things that would lead me to the things that I ","but there are a lot of different things that could be done with that, there could be a lot of possibilities with it, I guess. I mean it's just a kind ","if I think about this, I guess I'll be thinking about how much energy I'm using, how many kilowatt-hours I'm using. And what are the differences betwe","the same thing, that's what it is, and that's the main problem in the world and in society. I mean, what is the difference between the world in 2000,","the idea of a random walk is interesting because if you have a random walk of say one thousand steps in two dimensions, for instance, you have a thous","it's all the way around the Earth, right? Like, you're sitting at the North Pole and you go straight out, you come down, you go through, you go all th","my mouth is dry, it's so humid here, it's a very dry, dry day. It's hot, and then I can't do this, I have to walk out into the hall","it's... it's very... it's a very big and very hard problem. You see... it's... yeah, it's like trying to create a new world out of a vacuum, or","I don't know. Well, I mean I'm a believer in that stuff but. I think there are some things in the universe that are just going to happen that are outs","and also in the first part, we have a lot of people that are, in some ways, highly intelligent, but their IQ is not very good, and then we have people","[the] person who's talking to you, there are lots of reasons to distrust them. First of all, they can't really see you. But second of all, the way tha","the fact that if you have a large, heavy, slow object that you could also accelerate it up to a high speed, but to really accelerate it to a really hi","and we could also put the results in a database so that when you want to get the result of something you can go to the database and see what happened.","... I have a son and a daughter and the daughter is currently 31 and has an undergraduate degree in chemistry. I was interested in the idea of how lon","the reason why the M-202 is not that efficient. In the beginning, it's a very good reason for the efficiency. But then, when you start, you have a pro","it is a simple function that takes as input the word or a token and then it uses it to retrieve the corresponding sentence from a sentence database th","And I was a little concerned about how much you were actually doing because I wasn't really seeing much that was concrete or that was about your data,","now we're getting to the point where it's kind of interesting how this has come up. I remember this very specific case that was presented at the time ","yeah, there were times when I was at the movies, you know, and it would be a movie that you were excited about, and you would go see it, and then you ","I was wondering what was the best way to do this? So, I think it would be something like the following. The idea would be that we would have two sets ","the guy who's the, the, the head of the project, so he's not the most important one, he's one of the more important one, but he's, he's actually,","And also the way that we get information from the internet is that if we're not too careful then we're not getting good information. But the thing abo","I think that one of the major reasons for the rapid development of AI is because of the fact that the computer has become more and more powerful, and ","and so I can use this data to train a language model that's going to learn how to use natural language to help me debug code. And so the question is, ","it's actually interesting that this is what a lot of people do when they're trying to understand. They do this kind of a thinking exercise. They would","I have to talk to them about what they're doing, because they're not doing what I think they ought to be doing. There's no sense of urgency in the org","a lot of stuff that we do, is it's based on other people's needs, it's based upon how we see them, what they want, what they need, what they're going ","the whole thing about the world is, it's a human enterprise. So you know, that the people who are like, working on this, who are involved in the work,","I'm thinking about the fact that I've always been a really heavy drinker, but I've got to start making some changes in the way that I approach drinkin","I'm thinking about the idea of getting rid of a lot of the sort of political leadership structures that we have and the way that we have managed them.","and also there's another one I know, it's called the concept of the cognitive cycle. I'm not sure what's the word I'm gonna use for it, but it's the i","I'm having a lot of conversations with my daughter. We talk a lot about social issues, the kind of stuff you would have a conversation about with some","the big one is how do I get rid of this kind of stuff in the first place? Because when I was in college I would work 18 hours a day. I'd come home and","I'm going to be thinking a little bit more about the whole concept of the central bank. That's something we've talked about before, but we haven't rea","well, you know, I think the reason that people who are a certain age or a certain level of life, I mean, I think it's, it's probably pretty important ","I guess you're looking for a new set of rules for what to do with a problem that you've already solved. That's a hard one. I think a lot of the proble","and it's like an assumption that the world is this way. We can have some ideas, and then the world is like, okay, you've got a good idea, let's get th","So I have this little problem here, which is that it's very, very difficult for me to understand how the brain works, but what we know about it is tha","yeah I'm not sure I would be comfortable with that either. I mean I would be very willing to try to figure out what you're trying to do but if I were ","I think we're trying to get an idea of what a more intelligent and well-connected society might look like, in terms of the physical and information te","okay so, we're going to be doing the same thing that we were doing with the first study, but we're going to use the same people and we're going to do ","there's an argument about whether or not we should have a carbon tax or whether or not that's really a good idea and you know, you have some people th","it was the kind of thing that is obviously not possible to have on a laptop, for example, right, because you need the kind of information in order to ","a lot of people who are looking for their own lives, I think, would want to be able to access a lot of the stuff that is already available to us, that","so the main problem with the idea is that if I were to come up with a strategy for the application of quantum physics to artificial intelligence and I","what I want to know is why are we here. Because, I mean, if we are here to have a purpose, then we should be able to figure it out, why are we here,","I'm not really interested in any of the other parts. What I want to find is the answer to the question 'Is the universe itself a computer?' Now, the q","I see a little of what I know. I see a part of what I understand, but it's not enough to create a hypothesis that is the basis for a scientific theory","And then I was in a cave and I saw my shadow, and my shadow was a black circle on the wall, and I had a picture of my face in my mind, and I saw a","if you know how to measure the power of an object in the universe and the gravitational force, for example, and then you could calculate what's the fo","and this is a very interesting point, I'm not sure I have ever said this before, that, well, what we're saying about time is, we're saying that we're ","Now I know that I have been able to understand this as well as I know I can't know, that there is an understanding that I can't understand. But it's s","and we're in the middle of a large system. And it's the nature of the universe, the nature of everything, the way the universe evolves. And evolution ","so that's my first answer. We're going to get into the questions, aren't we? Now we're going to find out whether these two things have a common cause,","the world's a stage and all the men and women merely players, and we are merely actors, and the world is merely a theater. And I think there's some tr","and I'm going to go out and look at the clouds. This is the whole reason why we are here in the sky. We are here in order to look at the sky. And this","and then it occurred to me that there are certain kinds of things that the mind is capable of doing. I can tell you about my mind as it's operating, a","and here I am. I've come to this room and I'm going to try to write, and I've written this thing. But I don't know why, but I don't like this","I just woke up to this thought, I think... I just thought... I'm in an environment where I'm on a computer right now. I'm using a computer, I think. I","now I'm thinking about how my thoughts are always trying to explain things, and so they're always trying to interpret things, and they're always tryin","you're thinking about your thoughts. And you're trying to think of an example of an example. And there's a thought that comes to mind, a thought that ","and I had this experience, and it was like, a random thought popped up in my head about the book that I was reading, and it's, you know, this, this th","I think I've been thinking about this a lot in the last few days. So this is an experiment I was running in my head. And I think this is pretty cool t","I was thinking about the other day I was working on something, I had been working on an essay, I was working in a section and I had done a really good","Oh! I remember it's the same thing with the math problems that you would write down. I would write down some of the math problems. Then I would think ","what I don't like about this is that in my view, a lot of the literature doesn't do what it should do. The literature is full of research that's very ","The first thought I have is, okay, so we can't see anything in this space, and there's only a handful of points. This is an approximation of the spher","I was thinking about the first thing that was recorded in a movie. There's a movie by a guy called The Man in the Glass Box, and it's a movie about th","Now I see a lot of different images. I see the picture of an alien world, a planet where there's no gravity. Now I see this picture of a space ship. N","and then what I really like about this is that I can have some insight into the kinds of things that are really being encoded by the network. And one ","The difference between the way things are and the way they ought to be is not something that can be measured or something that is a physical quantity.","this is something that we see a lot, with the fact that it's very difficult to do the things you're supposed to do with your brain in a situation of a","there's some research that says that if you have a very high amount of genetic risk for a disease, then there's some evidence that the effect is dimin","And the reason we have to do this is because we want to learn from what has happened before, so that we can predict what will happen in the future, an","and the answer is it depends on the properties of the wave function that describes the system, which is itself a quantum state, or a state vector. It ","[I] would have thought that this is going to be a pretty useful problem for the computer, the AI, artificial intelligence, because it's going to be so","and when I go to the bathroom, it's an event, it's a very complex event. There's a lot of things that are happening there. You know, you've got to go ","but how can we make the numbers add up to 100, when we have 5000 points of data. The distribution of the data, it's not the normal distribution,","and the reason I think that I like this method better, is that I'm going to do more of the stuff that I'm interested in, and if I have a good day, I'm","now we've got 20 minutes left, and what can we do with it? Let's get started. I'm going to make a list of what I think would be a good research questi","and it's also a part of that thing that, when it comes to me, I really just can't think about it, because it's not what I do. It's not the thing that","it's been a good night so far, I'm getting better sleep. It's really nice, you know. You've got to think that I'm sleeping very soundly and all the dr","5, 4, 3, 2, 1. ... and then we're going to start with the first problem, right? So, first problem is 7 times 6","this is what I'm thinking of: if I were a millionaire, I would not have this problem. If I were a billionaire, I would have no problem. It's this prob","okay. All right. That's really good. The other way you could get a little bit of the same effect, is you could buy the same thing, but you could also ","And then the next level is we could have an NLP trainer. If we're going to do NLP, you know, what I call the NLP training, which is kind of the first","yeah, well, I guess I'm not much of a runner, and I think, you know, the, you know I probably would have had a pretty good running time, if I was an","Okay. So, I want to start with this because it's, I think it's, you know, the fundamental point of this experiment is, you know. But it's the fundamen","what I think it is is that we have a fundamental understanding that there is a different kind of brain involved in these processes that are not strict","and I thought, I got some news from my ex-wife, actually, she just called me, and said that the state of the art of our company has been upgraded, so ","and that's one thing that I've noticed, is that I have a tendency to not think about stuff that I've already done, or not do things that I've done bef","it's like if you had a sort of mental model of how the universe works, and how things in it interact, and you had an understanding of the rules that g","so we get the 3.5 to 6, which is the typical value for the solar system. And the whole idea of the solar system is the idea that there's some sort of ","I have an interesting experience with that, right, a few weeks ago when we had a power failure in our lab. And it's funny because there was a power fa","I'm gonna, I'm gonna, it's gonna get to a point where it's gonna be really hot and it's gonna suck, and it's not gonna be comfortable, and I'm going","and that's how we've been going, you know, like a clock or something, or a train, and the way that I used to think of the universe was like, this is t","I guess...I've got a lot of people coming...who...who have been in the military, have been in combat, and have come back in...they've got to go throug","that's what I was talking about, that's the problem. You know, it's so, there's so many people who say, well, I'm just doing my thing, I'm going","and so you know it's not going to work if they're not going to put people on the job who have the right knowledge. Right? So you can have the right pe","the same people, I think, are still going to be, if they're not more intelligent, at least, they're going to be less stupid because they've gotten to ","And that's a bit of an issue in terms of, you know, that's, I'm trying to say, a little bit of a problem for me when I go to a class and I","there's something else. You know, the other day I was reading about how, you know, like we have these different parts of our brains, like the left hem","[I'm thinking about] the different forms of the electron. There are different ways in which you can think of electrons. In a solid, you have electrons","there are also, I mean, the speed of light is 299,792,000 m/s, right? I don't remember whether that's correct. Let's","and so I'm just sitting here with this, this, the word 'mood', and so I think of mood as it's just like you're sitting in a room, you're sitting there","Oh, yes, the new version of the database. Oh, yeah, and the new version, which we're just launching, that we're doing, the new database, the new produ","it's like this, you know, I have to be able to access the hardware, the underlying hardware of a computer in order to be able to build a computer, and","and it's basically, so you've got this thing that you're looking at in the world, and you're trying to optimize it in terms of a fitness function, but","and I'm trying to think what it was that led to this thing, the sort of this thing, this thing that I did, which I was trying to do as I was writing t","the other one. They have an advantage in a lot of ways and they're probably the first ones to do it. Like, I could just go up to someone and say, hey,","um, okay. Um, so, so you know, that, that was a question, that I think that's a good question, and I'm going to answer it by showing you something and","right... you have a list, you have to match those to the word. You have a bunch of words and you have to pick out the words that match to the list, so","right so what do we have right now we have we have the the the the 30 days in 30 classes we have 30 things we can do in a month that will help","well, so you could say it's kind of a functionalist approach to it because you're trying to look at how it works as a system, and so, uh, you would sa","the number 524287 is a prime number, but it's not a Fermat number, and there are several hundred of the largest known Mersenne primes, and this is","and there are certain things that are the same. They can be compared on a certain level. The things that are similar. So what we can say is that, well","and that's how I get the impression that a lot of these things that are going on in the brain have something to do with that particular sub-field that","yeah and so basically we know that you can just kind of put together different things from different pieces of information to kind of build a theory a","the first one I'm gonna do, is the one where I have this sort of mental model, and then I sort of explore it. So if I were to imagine this, what is it","and then there's a little bit of a difference between being an agent of a country that is the country of the United States and being the United States","and there are 12 months in a year and each month has 30 days, so there are 360 days in a year. I've noticed that the days of a week","and I'm wondering about a little bit about what you could say about a little, the people who have been doing work in the field of social justice. And ","yeah, the only thing I think I'm seeing in the last 15 years, it's actually really interesting. If I go back and think about what happened in the last","I feel a certain amount of pride and also a little bit of anxiety about being on a podcast. It's a good thing to be on a podcast and also a podcast ca","we've done the other part, we've done our, like, first round, we've got the next thing to do. We need to get some stuff that we can put on the board,","I can't remember what I've been doing recently, so I'll just be talking about my work history. I'm a data scientist at a company called Confluent. I h","well, I guess I have this. I mean, I guess that this is the best way to look at it, and that would be that we have a single system that that has a var","So, I think the way that you can get around this is you can just, you know, have the idea, you can say 'Hey, I'm going to try the next best thing'.","I think that's not going to happen because there's not that much work to be done, and there's not many people doing the work. So I think that there's ","you can look at that data. That's what the data look like. We have to sort of put that data into some sort of form of analysis, right? There's a lot o","there are a few things you can do to help your sleep. One of them is to use a smart plug to control your lights and your heating and cooling so that i","I'm on this planet with a purpose. I want to help people. I want people to be healthy. So I want to make the planet healthy. I want the people to be a","[a]s we think about what's going on here, you know, if we are really committed to this, it's going to take a little more than that. We're going to hav","that's a good point. Okay, so I want to know what it is that a machine does that humans cannot do, or can do better. That's the first one. The second ","and you're all on the ground, so you're all just on the ground... and it's... and it doesn't have any structure... it's not going to be a structured d","I know the reason why people do that, because the people who make the decisions, they don't really care about the people who have to implement the dec","I feel like we need to go to the market today to get some stuff and stuff like that, and I think we can save about 50% because a lot of the stuff that","and this is our next generation. They are going to be the ones to inherit the wealth, the ones to carry on the legacy of us, to carry on our business,","this is a real-world study of human cognition. They're going to put some of these people on a space station where they're going to have to do these ta","and we know that a lot of our assets, our real estate is now, has been sitting in the bank account. So it's been sitting on the bank account, so that'","it's very difficult for people to know what to do. It's like being on a ship and you're not sure which way to go, which way to steer, and how much to ","I don't know, I just don't know. I'm trying to figure this out, I'm trying. This is a good question, but I don't know the answer, so I can","the brain is very sensitive to this kind of environment, but it's not actually known how sensitive. I think there's some indication that it may be. We","I have a thought about how the weather is a big deal for the market. The market's volatile, so that when we're in the market and we see something chan","yeah, and then there's all kinds of different ways to think about it. And if you can get to the point where you can be like, well, I can control my he","I'm thinking about this one thing that we did and it's not related to the main point, but it's a nice example of the whole point that we were trying t","the number of people in a city, and in fact the total number of people around the world, are increasing and will continue to do so. But there are only","I have the right to have this conversation with you. If I'm going to get your money, if you're going to give me your money, I'm going to do everything","I don't think I really need to make the trip. I need to get my work done before I start making that trip. I think it would be better to put it off. I ","I would be interested in a number of different approaches that we could take here, but one that I am thinking about is one that I have thought about a","and there's another thing I was thinking about, which is the whole thing about, like, how does one find and then how does one solve a problem in the c","but I think we don't really have the time and resources to be doing that, because if you look at the kind of the most successful countries in the worl","a lot of this is actually already going into some form of automated processing. It's being stored and you have a lot of stuff being stored on disk rig","I have a plan of attack. I've done this before. So I'm gonna. I'm gonna create an attack plan. So I wanna create an attack that's gonna allow me to do","the main idea of the session is that you've got a whole bunch of different people and the different people are like a bunch of different things and th","and then I went to a university and I took a class in the design of experiments, which was a great class. And I ended up getting a professorship in th","and a little bit of a, like a 1980s look to it, I think, to make it look a little bit more, you know, not like a computer game.","and I think that's the second reason that we need to really embrace AI, and this is one of the reasons that I like my approach and a lot of people, fo","I was thinking that it's a problem of time. It's like when you're having a conversation with someone and they say something that you know is a problem","I'll see this one guy who's a young guy who's in his twenties, early twenties, and he has some sort of medical condition that is causing him to lose h","what I really liked about this idea of this is it's a very, it's a really good idea to have a good idea because I think, you know, people don't really","the problem with that is that we're also dealing with some of the same people and you know, a lot of them, you know, the way that they're perceived by","So you see, they have a number of problems. And it's the same thing that's happening to all of our states. It's not just the United States, it's not j","you know what? I think a lot of people get very worried about how to get through retirement. The last thing people want is to have to work until they'","and it's the idea of the role of the CEO as being a coach to the company's employees. That's sort of the modern thinking of it. ... We know that that'","the value of the dollar is going to be going up because it is going to come back to 2010 levels because the United States has a very serious economic ","and then there's a lot of people who have this, the people who really like to travel a lot, and I think there's two types of people who like to travel","you know, I think it would be great to have an interactive learning environment, so that the teacher could be the facilitator and you could all have a","uh, I've been a software engineer since, since I've been in, in the, in the 1980s and uh, I worked with, with a lot of, uh","I was thinking that it was interesting that the amount of time it takes you to go from when you come out of your home, your school, and to where you w","and the other thing I really think is that you know you do you think there's more of an issue with the students in the city schools, so if you're look","that's where I want to start. So you have this idea of a high school student and then we can build up from there and we can do a lot of things that ar","and I've had this experience, a few times, and it was kind of a fun exercise that I did in a class where you basically had to, you had to, like, give ","so I'm at my house and I got my dog out and we're on my front porch and there's a bunch of birds in my tree that I have and they are in my tree and th","I was talking to some people at a conference the other day, and one of them was talking about how they would be going to a conference and they were ta","and you're looking at some data on the computer and there's some data that you've collected in the last month or so that you're thinking about, that's","I feel like this is a huge area of opportunity, this is huge, and I'm going to have to work a lot of this out. It's going to take me a lot of work to","my first year of college, I got this job with the local paper and it was, it was pretty good experience. It was pretty good because they gave me a lot","the last part of this class, I've been talking about this stuff. It's been an interesting discussion, and it's a good discussion for a lot of people b","what I've done is I've sort of started to look at some of the questions about the nature of the universe itself. I guess that's not the sort of thing ","[w]e're just talking about the idea of getting a new job or a different job. I don't know, I'm looking at it now. It seems like this is kind of a","I just want to tell you that I've been trying to get this stuff out and I have to do it because there was a time when I had been with the company for ","and that was something that I had been talking about a lot, because there was a big debate about whether the government should do the job of providing","I'm trying to figure out what happened at the meeting. So the meeting was the first meeting and I'm still trying to understand what happened at that m","I've had to try to make sure that I had a lot of people coming to work to work in the organization, to give people the opportunities to work at a leve","And if we can take a look at the different scenarios and make sure that the scenario itself doesn't change, that's a good thing. I don't think we shou","there's an interesting concept of the way that the world works, and that is the way that information is transmitted across the system is through the i","[a]ll of this is very interesting. There are many kinds of problems, the whole issue of ethics and philosophy of mind, the whole question of conscious","And that was just the first thing I was thinking about, I'm not sure about this. This is not a good idea. This is, you know, just the idea is, the ide","you know, I have some other ideas for a follow up here, so we could take this, you know, we could take these results here, we could say that these res","the fact is that I would expect that if you were a single, independent company with a single set of people, and that you had the opportunity to explor","it's just the way the game works. And if you've seen that you've been able to work out the logic that is in the game and it's pretty simple. I mean, t","I'm going to try to make some sense of this, this is the way the way the program's going to work, but then I can think of all the ways in which it isn","there's a lot of people, you know, that will pay for their services. I mean, it's a lot to have to pay for your services. I think that's a major facto","uh, you know, uh, what's what's going to happen in the future. Um, that's a question that's, you know. Um, you know, I don't know,","I want to come to a place that has a lot of people who are very successful and not necessarily high-achievers. ... You know, I was a bit of an achieve","and in fact it is going to take a while for it to get up to the scale that we are actually trying to implement at scale in terms of the number of peop","I've been on the phone. It's really an interesting game, as I've mentioned, for the company. The phone numbers are actually called out. There's a smal","it's always just a thought about getting this information out. That's all it is. So, I think that's the way to do it, but I don't know if it's feasibl","I think maybe we're in a time where it's just going to be the most difficult times of our life, because we're going through a very challenging time in","and it's just that I don't feel comfortable. I have an experience with the negative. I have seen the negative, I've experienced the negative, but it's","and this is an important one that we're going to be focusing on for the remainder of our meeting, and that's the idea of the true self and the idea of","and you're making an error in that equation, and so you're going to have to figure out how to correct it. And so you're saying, what kind of a data wo","if you get into the habit of taking a bath at the same time, say every night, then that's one more time that you're going to get into a rhythm of havi","a lot of the time, you don't have to have that much data to start. I think a lot of times you have to have some kind of sense of a direction. And, you","[a]s a consequence, [I] am not going to be able to build a new model. [I] f I build a new one, I'm going to have to start over","And the second thing, what's the second thing that's important, you know, the second thing to be really, really good at? Well, I think it's being real","I was thinking about... about the concept of... what does a concept mean? Like, for example, a concept is something that is general, right? Like it's ","Okay, so I was thinking about the reason why I like programming, and I think I've got one of two reasons. One is because I can solve problems, I can c","and I'm saying that maybe that's not a great idea, but I guess maybe it's worth a try. So I'm thinking about it a lot in terms of, 'hey, can I","so the same thing would be true of something that's a hundred times longer, because of how the scale of the universe is like. But for something that's","and I'm wondering if, you know, I'm not sure I have the capacity for a really good project here. But I could just say, you know, maybe there's an even","what if we had to use a non-scientific way to decide whether something is an AI or not? I mean, let's say there is no AI and you are a human that has ","And that's the last one, and I think that's a really important thing that I'm going to be able to do for the next, you know, four or five years of my ","So I think, I think we can use this as an example of how we can use the idea of, of sort of a meta-perspective and to help people understand what's ha"],["this is a big project, I think. I don't know what it is yet, but it's a big one, I guess, if it's going to work. This is like a long","I don't want to get rid of my son. And I want to love him, but I don't want him to be a big baby. I want him to go away. I want to","and the next thing that comes up is the idea of doing some kind of research in my lab. So, I was thinking about doing some kind of experiment in my la","so, it was like this, and then it was like that, but it was the same thing...the thing is...it is not so simple to...explain, but the thing is that it","And then he said, 'I can't stand that.' I'm not sure if I said that before, but he said, well, he said, and then he said that, 'I'm","so that's why I always thought that what people mean is that you can't be in two places at once, that you can only have one thought at once. So I was ","and I think about that as it was. What does it feel like to be on that train, and then it gets on the plane, and then they bring out the sandwiches, a","I'm thinking I should have made a list of the things I was going to write. But I didn't make a list. So now I'm trying to do it all in my head, but","my thoughts are like a computer screen that is always on and my thoughts are just like a slide show of different things coming up in order. They don't","and I'm in the car with a girl in the back seat, we're driving down the road and it's kind of dark and it's not a long drive, I don't think, it","The idea of what a good driver is. A good driver is someone who's confident. If I think about driving, I'm always thinking about it. If I'm driving an","and then there was the point where the man, he got it, and the man would jump to the ground and then go over to the car. And you know, this guy's got ","and this one, we're going to take a shot at a 700,000-foot shot, so I have a 1000 foot shot right now, a","a good friend of mine, who is in the business of writing novels and, uh, working on novels, and I was trying to come up with a good character and a go","The thought that I have about this particular case is I'm sure, the evidence that I've seen is that this guy was working with the drug for 23 years, t","I can see my way through this, I'm going to figure this thing out. I've got some papers up here, some old papers and I'm going back to 1968 and","The thing is, the more you spend in your life, you're going to have more memories, and there's an inverse correlation between how long you spend on a ","my wife just died. You know, the other day my wife had an acute attack of cardiac failure. And, you know, we were very concerned about her. It turned ","there is this woman who has been the patient for several years now. And she has had a very hard time with her back and her joints, and she is getting ","that's one of the things that I noticed about the data set, that they don't really show the effect of the number of patients that you're treating. Tha","And you have the issue of, like, if you were to say, 'okay, I have two problems: a problem with the first day of class and a problem with second day o","we had a lot of people who were involved in the development of the MTS, and the fact that we did not have any clear guidelines, and they were not in a","the future, in the long term. I know what the future looks like for the next 6 months. But I'm not sure how that's going to look for the next few year","so this is the first time that we've had an actual physical plan, and so you know, the other things that we're doing with the I think the I think it's","the goal of this project is to develop a new type of artificial intelligence for the purposes of general intelligence and general intelligence is the ","I have a hunch this might have been a kind of test, to test how the brain works. And also to test, I don't know, whether the brain works differently f","a person was not even born. At a certain point in the evolution, he was born in a particular place, at a particular time. So that's part of the evolut","my friend was saying that the 'zeroth law of thermodynamics' is a meaningless statement. That's my understanding of it. If I can come up with a better","the man, the woman and the child. The man is the leader, the woman is the advisor and the child is the executor. The man provides the funding for the ","I am writing this as we are making some changes in the organization and the company's culture, the way we operate, and the way we see the world around","and I had a dream where I was talking to my mother, and I was trying to get her to sign up for something, and she was really resistant, but I was tryi","I think that we are in a place where the public is willing to accept a lot of changes, especially when we see the cost that the pandemic has imposed o","it's like a game. It's like a tournament in the same way. But you can see how people will compete. And it will be interesting. For example, people wil","now let's see, let's take the word, and now let's look at the word. Well, now you look at the words and what you see is that it's not quite like what","I think that it would be nice to do something like that for the first time because you are trying to create an algorithm that is, or that is similar t","the purpose of this talk is to explore the notion of information processing as it applies to human cognition, to understand the fundamental difference","[I]n the future I will not use this approach for my own personal research. It is too costly for me to conduct this sort of study in the way that I wou","the only reason why we are doing it, is to test the limits of the current model, which is the standard model of the physics. The standard model of phy","and it's got the same [phonetics] of it as the other [phonetics], but in the case of the other [phonetic], I just want to go to the next point,","and that's where we are now. Now, what we need to do is, we need to be able to pick up the pieces and find a way to put those pieces together in a way","And it's a lot of information. And it's like you've got all this information that you've got to sift through. And I think the problem is that we just ","okay. And then, we'll see if we can take the data, take the information, the output from the system, and then do some additional analysis, to try and ","And then it's all about the distribution, because when you have to do something like this and you're just getting a large volume of data, you're going","okay so what what is the one thing we need to do in this area. So this is what I just thought of. I just I just think we need to think about a couple ","and that's what we saw in the first two, when we were trying to determine how we want to go about it, and how do we go about it? How do we go and use ","the first question would be to ask ourselves: what are the essential qualities that make up a good video? What makes it better than other videos? It m","and I'm writing something here, and I have this kind of idea that the main thing is this, is that the main idea is that I can use an optimization algo","and when I say, this is my first time that I'm taking the job of the president of a state, then I'm also saying that I'm responsible for all the resou","I mean that is kind of where this came from, you know. The whole concept of the smart grid and the smart grid being based on this idea of making the g","a big difference between an undergraduate student and a doctor, and that is that undergraduates have a certain level of self-efficacy, self-confidence","I was at a meeting a couple of weeks ago where a couple of people were talking about the new accounting software that they were using and they were ta","and this is where we get into the actual operation of the device and we're gonna talk about the business aspects of how we would actually do this, how","[00:01] It is a question of a change of course, and of course the change of course is an investment decision, which means that this is a decision that","I'm thinking of the benefits of a long term strategic plan for a university. You've got to have a long-term strategic plan. You're thinking in terms o","and we should have the data available, and then, I suppose, we'd go with that. There are a couple of things that are really interesting that we would ","the government could be working on something like that to have a computer that you can bring and you plug it in, and they'll make the appropriate conn","if I think about a typical, um, I mean a typical American family, what do we do? I don't know, I don't think we have a typical family, I think that th","and it's kind of funny, right? I mean, if you think about the past 10 years and you think about what the United States has gone through, we've been at","and then the other thing I want to talk about is, if I were to go into the future, I think we will see a lot of growth in the AI and in machine learni","I'm thinking about the new economy. What's going on in the world? How do we do it in the world where everything's online, and the companies are online","and the idea is that there's some way you can build this and be very, very successful in a market. So, if you are like an engineer, if you can get som","And so, I don't know, it's kind of hard to be like, to get to the root of like, what exactly is happening with the situation. And then, the other thin","okay. So this is kind of the standard way that I would think about this problem. I have to solve this problem by the end of the day, and I don't have ","a 10-minute timer started, and the next one was the 60-second timer. And it was the same as the 10. And then the next one after that was","And it was the same, like I was just, like a ghost, I don't know if that's the right term for it, but it was the same. It was the same as when","53555, the phone number, 53, 55. I think that's my phone number. And it's a 53. 5379","I'm looking at the sky here... It's really a cool... It's... It's actually a very nice day, even though I'm not in a sunny place. So yeah, I'm","I was in a group where there was a very intense, very high-ranking person in the group. There was one person who was a very, very senior person in the","I was just thinking of how you can only make so many random guesses with a large sample set, right? So if you have a sample set of a million, and you ","what does the 21st century bring, in terms of this? Because what if we live in a 21st Century where we don't have any of this? Like I don't","I remember watching a show that was on when I was in high school called 'the truth behind the lies', that's a TV series on the paranormal, so that's w","and there's a lot of people, like, some of the most influential people in the world are doing this kind of work, like the Gates Foundation, they've be","And I think one of the challenges is that we have to think about how to be really specific with these, to make sure that you’re not just looking at th","I was reading, 'You know, if you want to learn how to do this, it's a good idea to learn how to code. It's really, really easy to learn how to,","yeah and uh so I was reading this uh this uh book called the The Game is the Thing, which is about uh playing the game and then how uh, uh how it work","the question is whether we can get to that place, where there's no limit, but we're not necessarily going to get to the place where there's a limit. T","I am, I don't know, I'm not a great student of physics or math, but I think the study of the brain, the way it learns, it's almost like an evolutionar","and what happens to the things that you find? Like you get to know about new diseases, new drugs. Well, you're always going to get to know. If you get","what's going to be a key issue is the quality of the data that are going to be captured by the system. Are they going to be... going to be the most re","okay, what is it? Why does it matter? And so I would say that that would be something like, well, why does it matter to me that it is 500,","and I think I'm going to look for a new job. I'm going to be a little bit more careful about the things I'm looking for. I want to look for jobs that ","and then it was like you know they were like, well you know it's just it's just you know it wasn't like they're just going to be like you know this is","you know, the problem with the problem with what we're doing right now, which is the current model that we're doing, is that I don't know how we're go","you know, I'm starting to think that it's not just that my social media is what I want to do, but that it's what I do that I want to be doing. And I","the idea of the fact that we can get some of these things by using open source models, like open source software, that is, you can go and take and use","I've been trying to get into the habit of walking the dog in the morning, but I think I might have to make that a weekday thing or something, because ","I don't want to have the same experience as the last couple of times when I was in this type of situation, where it's a bit more of a vacation, or a b","and I was in this group of people, and there was a very young person, maybe 20, 21 years old, and this was my first time. It was my first experience","it's a shame that I can't take a break right now because I'm just running through stuff. So, it's kind of, you know, a little bit, a lot of work for","the day we have the next one... [to the next job] is not gonna be tomorrow. It's gonna be sometime, I don't know, maybe next week. I'm gonna get my","and I have this thing where I have some idea for the future that I'm going to have some kids, so we're going to have our second child next year or so ","I'm going to get a job with that company because that's going to make me happy. I've been looking for a job, looking for a new job. So I got a job off","I remember the day that my mom passed away and I remember, uh, and my dad got remarried, and my brother and sister moved, and they moved and started t","yeah, my wife is gonna come out next week and that's the last one she's gonna come out, and then my wife and my kids and I are gonna move down to Texa","and uh and and it was like like a day of work on Tuesday and then they were like you know you're you're just going to be working from home and then yo","you know, I mean, that's a very big topic, you know. And I don't know that I've got much to say about it, but I mean, I'm thinking, you","I think the things I'm saying are good, I don't think the things are as bad as people make them out to be, but I think there's some underlying problem","and so this is what I'm thinking, and so, you know, there's this, there's this thing. So, I know I can't control it. I think it's very difficult","and then they go through the list, and if I'm a company, I'll get paid and I'll get the job done and that's a good thing, but if I'm an individual and","I'm just thinking that when I was in school and I was going to university and I had all of these really bad debts, like a million and a half dollars. ","what I think it is, I think, well, that is a good question, because I'm actually in the process of thinking about getting my PhD, and it's something t","I am doing well. I am getting ready to take the final exam. I will have a chance to get some time to work and go to my internship for a month and then","yeah, it's actually fun. I haven't seen a lot of the class, but I've seen a few people. We've got to get to know each other. We've all been,","um yeah I think I know how to get there it's not that hard it's just um you have to you have to drive pretty well you know they'll probably give you a","and I'm like, how do I... how do I get it... how do you get the first... how do they make the first... well, I know the first thing you're like,","I had to work on the way I approach things. So, if I'm a leader, I need to be the kind of leader that people want to be like. I think the best way to","And so, we've talked a bit about the difference between the data and the meaning, and this is a great distinction. It's important to know that data is","so what do you think, what do you guys think of what's going on with this system of government. I mean, the thing is that we have the kind of the kind","you can see it in the face of your students. And that is why I think that it's important for us as educators, that we need to continue to provide the ","you know the first one, the first one is a problem. I have a problem, my computer, I'm going to the university next semester, and I'm going to take a ","it's not like we're just gonna have like one system of education that we're gonna apply to everybody. Right? And I think that's why we have multiple e","I don't think they have the same power, but they can be used to achieve different things. ... I have this idea that there's this type of person, peopl","I'm thinking about my work at my new company. My new company is, what I call, a venture-based organization. We have an idea. We come up with an idea. ","so it seems like the idea of a sort of, I guess we'd have to say like, I don't know, some of the early people thought that they had to do some sort of","I've been thinking about... and I've been thinking, actually, I've been listening to some podcasts... there's an author on this podcast, and it's kind","I guess it's something to do with, um, well, I think this is what's going on in my mind right now. Um, you know, I think what we're seeing a lot","my daughter who is in New York City. We had a lot of discussions about what is the best way to study and prepare for the PhD entrance exam. And also w","Okay, we're going to talk a little bit about how you can work with AI and machine learning, so what I'll do is give a brief overview of machine learni","I am on a diet. So, I am on the diet. I am on this diet right now. I am eating some vegetables, so I am on some diet right now, and I'm","I think I'm trying to learn something about... or a way to think about... what is a quantum computer and how can quantum computers solve problems that","so we can be more productive in life, we can be better humans and we can be better citizens, because we can help others and help them in this way and ","I was trying to think about something that was very important to me. I wanted to think about how to teach people to be able to think about what they'r","this is an exercise that can be done either at work or at home, so that you can have a break from your usual routine, or at times you can have time to","the sun is going to rise tomorrow. There are some planets in our galaxy, like our earth, that have a day that is the same length as their year, so the","the top of the world is where the earth and the sky meet... when you reach the top, you realize that there is nothing above you, and then you realize ","I see the world as a network of things that are interconnected. That's how I see the world. All these things that we are made of are all interconnecte","I've always wanted to do a lot of stuff. And I know I can't do all of it because I've never done all of it. But I'm kind of just doing what feels righ","the world is a beautiful place, it's so nice, and you have to enjoy it because it's only you that can enjoy it, so if you don't enjoy it, then you can","[my] thoughts...I'm...thinking about the...the universe...I'm thinking about the universe, I'm thinking about all these particles that make up the uni","I can't take my eyes off of that tree. That tree, it's beautiful. I can see this tree and all its branches and leaves, and the light falling on them, ","the difference between you and me and the difference between the sun and the stars, and the difference between all these things and the difference bet","this is what we call a random walk, a random walk of the mind, where we don't know where it's going, and we don't have the power to direct it, and it ","I wonder what it would take to put a human on another planet... like Mars, or a moon around another planet, or wherever. You know, in the future, what","okay, let's talk about this. Okay, so what do I do? I don't think about it, but if I had a gun, I would just, I don't know, I","and the thing is I'm trying to think about how to structure the podcast, because I think we're getting into the part where we're going to be really, l","I'm not sure what my relationship with my family is going to look like in the long term. I would love to have a family. I don't think that I'm going t","so I think in terms of that, you know, the way that the Internet works, there's this idea that there's a lot of noise in the Internet, and that there'","[the] word that comes to my mind is 'wonder.' I wonder if I'm gonna get more money, or I wonder if the economy is going to collapse. I wonder if clima","uh yeah, I I think one thing that I have I've thought a lot about in the past uh and I I'm a little bit of a skeptic about it and I think I'm becoming","and so, it's all about the economic aspect of the internet. So, so I was reading about this recently and so, the internet itself has gotten very, very","the first thing that comes up for me is this whole thing around AI and ChatGPT and the fear that ChatGPT might be taking over our jobs. And there's th","I'm not sure I can remember where I saw it or what the context was but I've seen this movie a number of times, which is a fascinating movie, about a t","I have a hunch about this. This is going to be very difficult for people to get around the internet to have this conversation, and I think the best wa","[w]hen you think about your job, what is the first thing that comes to your mind? I have to make sure my team members have the right tools and knowled","there's a lot of data. The way to organize that is to have a single data model that encompasses all the data that you're looking at. For example, if w","The study of human thought, as a whole, is a topic for both philosophy and psychology, but in the context of this book it will be presented mostly fro","it's like... you're a student and you're taking an exam in a very strange room that you don't know very much about and you've got to take an exam in t","a lot of it was just the way I've always thought about it. I think it was a lot of that, and then a lot of the other stuff that's really like, it's ju","I'm looking at a bunch of these [the questions of the survey] and it's like I'm really having a hard time keeping track of how I'm feeling. Because th","so I think I want to start with a bit of an overview. So let's just go through the 12 lessons first and then talk about what we've seen so far. So I t","you can think of that as being like, if you wanted to go to the grocery store, and you wanted to make a shopping list of things to get. And so if you ","yeah, I'm going to start by making a couple of little notes here. Okay, so let's get a few of these. So, we know that the key is to have a large numbe","I mean, what the hell do you care, what are you trying to prove, you have no proof of anything. I mean, you are making an argument, that's fine. But y","we need to find out the best way to run this thing, and we need to find out what the best way of making it work is. We need to get a really good feel ","okay so like I'm going to be here for a while. And so what do I want to do? I want to keep working on this thing. I mean you know we can't keep going","10, 11, 12, 13, 14, 15, 16, 17, 18, 19,","okay, so I think about what happens if I just do nothing, but I think about the big picture, and I think about how to be the best you can be, and what","I'm gonna be an author. That's my goal. I'm gonna write a book on the game of basketball and I'm gonna make it as the first book, a book for people wh","my sister in law is going to get married on the 2nd and the 3rd of July. It's going to be really awesome because it's going to have all these differen","and the other one is a lot smaller, but you're going to pay more money for it. Like a year ago, you're going to get a much better deal for a really bi","yeah, I think it's pretty well, I mean it's very difficult to think about. But I think the other issue that I have is is that it's a big commitment to","and that was how we made it through the lockdown. And so we just made ourselves work from home. So we made ourselves a lot of work from home in the fi","so, so I think this is going to be a huge problem for this year. I think that if it does, the summer, it'll be a huge impact on the summer. And, so","and then the only question would be whether or not they're actually getting good enough results, but I think I've heard that this is one of the most e","The other thing is just as an aside, as a point of reflection, is the idea of this, the idea of having an artificial intelligence that can do whatever","what's happening at the moment? Well, I'm getting a little bit tired of the whole concept. I mean, the whole concept of this research study has been t","I'm going to go for it and start going through the different pieces of the job. So, I'll go through the job and see, how far in advance does it need t","I was thinking about what happened in the last episode where I thought that the boss of the project is looking at me and he is thinking that he will t","and I was thinking about this and I was actually trying to come up with a plan to just kind of like have an actual company that's a for-profit organiz","I'm gonna talk to this kid at the beginning of this semester. He was my roommate. He has a PhD in the area that I'm looking at. So I'm going to talk t","yeah, the reason I'm here, like, my whole thing, you know, is that I'm in the computer science field and I have a lot of friends in the computer field","it's something that I think is important...to look at the kind of things we do and the way we do them...what do we do in a classroom...let's say...and","and what is the reason for the work of the two, what is the actual benefit that we get from the work of these two? And one of the things that is inter","and then we could ask this question, 'well, is there anything wrong with this way of thinking, and if so, what would it be, if there is a problem with","we could talk about that, that is, the notion of the other in the context of our discussion of the notion of self. I mean, I'm just wondering why we a","this is a question of how we think about it. What do we consider to be the most important factors for the study of language development? If we ask wha","okay, I got 40, 41, 42, 43, 44, 45, 46, 47, 48,","the other thing is, I know that it's true. It's a philosophical question, but that's an interesting question: How much do we really know? It's an inte","I am really interested in how much of this is the participant's own internal thought, how much of it is external thoughts coming into the participant'","I'm thinking about this whole thing and it's kind of a recursive process, I'm thinking, I'm not even sure if I'm doing this right. I'm trying to do a ","I'm talking about the, like, the value of the stock and how, how you would know. And, um, the, the value, the price of the stock. I think you know","yeah, you know, I mean, it's probably a good thing. Like, like, like, I'm like, I know this, like, that, you know that, like, it","and I was wondering if I was getting better or if I'm actually getting worse with this because it seems to me, as I get older, I get more and more dis","there's this this kind of thing about the United States is just getting more and more insane. There's this guy who was just released, released from pr","[my] neighbor's daughter just died from a stroke, and I was at that, and I got to see the video of the house getting torn down in 2014. It was","and it's like a lot of the time, it's like you know, the internet has kind of, you know, it's a big, it's kind of a, you know it's","I mean I don't know. I guess it's going to be an issue because we're in a war. Yeah, there's a lot of political instability in the world, you know, bu","and I wonder what was happening, like, what's going on in the world that people were feeling a lot of concern for this thing? What was happening that ","we can't have the same level of investment, the same level of funding, the same funding from the government, the same research and development, and we","that's a very important part of it because I think that if we were to go ahead and use it in a military context, it's going to be a very interesting t","[the] other one [the other] one of the [the] one of those, that they've been talking about, the thing of, I don't remember the name of, the one","I don't know what this is really about, and I've always wondered, the whole time I was in Iraq and the whole time after, I don't really know what my m","and then of course we have the issue that you've been discussing and that's about the ethics of AI systems and particularly generative AI systems and ","and so I think there's a couple of things I would be interested to learn from you, that I think you're at a position to understand more than me and ha","I think that what it does is it does make sense of a lot of things and then when I say you can think of a lot of examples of things in the news or thi","and I can also look at some of the other ways that you know, it's not only the more direct kind of stuff like the visual, like a direct visual that's ","yeah, I'll have to make a few changes to the way I think about that. So if I were to have a really good year, like this year for example, I would have","I was going to talk about this whole idea of... because I was looking at the history of the development of this country. I guess, yeah, it's always be","what I thought about yesterday... [a lot of] social media, social media and what is the impact of social media on our brains and how they change their","I think of people that are a lot like me. The problem is, though, that it's not just a question of, like, the individual, but it's also a question of ","I am not very good at this, but I try to stay positive and get to know people, and have some fun in life. I'm not a very good person. I'm a very bad","I think you know, you have this idea that, 'hey, I'm going to write a book that will change the world. I'm going to create a business that will change","and we're in a place where we have the ability to really go after our goals, and so the ability to actually do that is really critical. And I think th","I feel that there is a lot of change happening, and we need to find a way to engage with that, and find a way of working with it to create value for t","it’s just like, it’s really not a big deal, it’s not, I mean, it’s, it’s more of, it’s an existential question, I’m really more concerned about","And I think there are two types of leaders. One is people who are like the person who leads the organization but don't really know how to lead the org","so if you look at the data, right, it's it's more than half of the world's population, right, is on some sort of digital device and they're they're th","and so one of the ways that I think of that in terms of how we can help people is like if you take a look at the education system in the US, right? So","and so I think the first thing you want to do, you know, is, in the initial, when we're starting out, we want to get as many people as possible, but, ","I've been talking to people for hours and hours on end on the phone. I have a hard time doing that. I have to be really careful with who I talk to bec","I mean, and there's so many things that go on in the world, there's so much stuff, I'm just kind of overwhelmed. And I mean, I think I'm at a point","that's not something that is a...a kind of an approach where it's like you just sort of...it's like if you were writing a novel, you'd write the entir","[I]t's the same with AI. AI's not that much different from us, you know? [And] it's hard to argue against the notion that AI is the same, in","I wonder, could I get some sort of license to do this? ... You know, there's an old adage that's like, you know, if you want to start your own busines","so they're kind of, like, they're kind of doing this thing where they're basically like, 'hey, I think, like, in the last couple of years, a lot of pe","So, we're talking about this one thing where this is a model of this particular way in which the brain could potentially process this, and we're talki","and so I think I have some stuff going on that I need to get my head around, and I have this thing that I need a bit more help with. And so I'm lookin","I've been thinking about the importance of having a good research and development team, that is, a team that's really capable of doing things like thi","this is a problem in which a team of people need to come together, and you need to be able to define the problem, but then the teams need to come up w","if I had to describe what a data science analyst does, I would say that they work with a data scientist to identify a problem that needs to be solved.","I'm a developer. I have an idea, a really bad one, about a way to improve a computer program. I have no experience doing this. I'll say what I know ab","I see the patient now and we have the data that the patient is coming in. It's very, very valuable for the patient, it's a lot of data that's collecte","Okay. I'm not sure what I'm going to say. I was thinking about the work I did on this project. I've been doing the project since October last year. We","the other side of the country is just a big city, which is just the big cities are basically the same, like every other big city has this same kind of","and I was talking to somebody. I was talking. I don't remember who. I was going to have a big, long conversation with somebody. I had to figure out wh","there was a paper about the fact that we're still seeing a decline in the rate of death of people with AIDS, but not in the number of new infections. ","the first time that I can remember, I was on the road with a few of my friends and a van in New Orleans and we had an argument and we got into a physi","I was at a company event that was sponsored by the NFL and one of the employees at this company event was actually a football player from the Washingt","we could, in a few words, make a big difference in the amount of water that is being lost. By having a lot of people in the community who have their o","I'm thinking about, I'm thinking of, I'm sort of wondering if I will be able to get up to speed with the COVID, the pandemic, the COVID situation and,","you know, this is something that we've been studying, I mean, just sort of on our own, which is this idea of what is it that gives the human brain a h","and then that's the other thing. You know, one of the problems we have is we just, we just don't have a good way to understand the world and you know,","okay, so now I was thinking about the the fact that, you know, I'm just now, I'm very young, I mean, I'm I'm I've been doing this for a","this is an interesting conversation, interesting topic. And the other one was about this. I mean the first one was like, why is the universe in a part","I'm still kind of looking at it, thinking about what the human mind is made out of and how it's structured in the brain, and how you can learn about t","and then I have these little ideas that are just a little bit interesting or a little bit relevant to what we're doing, and then I'll write them down ","And I'm looking at this whole thing, like I said, it's really really nice. But, I think it's still a bit of a problem. The idea is that, yeah, it","and I have a feeling that I'm going to have a lot of fun doing this because I feel like I'm going to be able to learn a lot and I'm really excited abo","And it's been a while since I've had one of those experiences. I just got this idea in my mind that I think is a good one, but I don't think I've done","I was just thinking that you know I got a good bit of sleep last night and I'm kind of excited about that. You know, I think that, you know, there's a","and then I have some thoughts on how to fix the problem, but I don't have an idea of what the exact implementation would look like. So I'm gonna do so","okay, let's see. The problem is, we're getting to the point where we're basically getting a 100% accuracy with the high numbers. So, if we want to go","so in some ways, what you're saying is that when I think of my family, my family is not necessarily a function of what I think about, but it's what I ","I know that the data we're collecting is quite useful to our research but the fact that they're coming in the form of natural language is a bit of a p","and then I was in my car and I was driving. It was late at night and it was cold and I was going to get a bag of potatoes. And it was raining and I wa","and it's got the same exact, I have no idea what this is. It's like a combination of what I saw when I was in the first phase and when I was on the se","that's what I mean when I say the one thing that's different about the experience is that your vision is so much better, right. And so we see more det","(the) first thing I do is to wake up. You know I don't really like to wake up, and then I have to turn on my alarm clock, and then the alarm clock say","[S]o this is a [S] so this is a thing that I want to do. Okay, so this is my thing that I'd like to do. And I was trying to","I was at home when I saw that there was a video about some space rock and space rocks and some sort of space rock was the video and then there were th","and then we need to take these points and create a plan to solve this problem. And so if we look at these, it's basically you've got a bunch of points","and then there's the possibility of people trying to use them as a kind of weapon. So they could use these drugs to sort of hijack the brain or alter ","and also, I don't know. The fact is that you've been working in this domain for a long time. You've probably been in the room for a year. And so, you'","I was thinking of what to write down next, so that's why I'm talking out loud right now. So that I could get this session's notes in some order, and n","and I can do it with just like the old sort of 500 to 800 grams of like I say, maybe 80 percent of the fat. I can do that","we've got this, this is the point. Okay, so let's say, for example, we want to work on an exercise that I've been working on for the last couple month","it's a bit of a challenge for me. I have to build up a habit of it. I'm used to just saying, 'I'm working on this,' and then saying something like '","I think that the idea of an objective model would be to define an objective function to be optimized, and then have a model that is trained in such a ","and the first question was: can you solve this problem? And I said yes. And I said that I don't know if it can be solved. I don't have enough informat","the thing is, I have to use the same strategy for every possible problem. So I have to figure out what is a possible problem, what is not a possible p","the only thing I really know for sure is that I have the ability to go beyond what I can see or measure. I see some things and I can measure some thin","and so on, and then you do this, and then you make that, and then there's something that you don't like about it, and then, and then I think this. But","and you are going to go on a journey, right? ... [in which] you will have to go through a portal and then come out the other side and go through a who","I'm at home, I'm sitting down here, and I'm having a cup of tea, and I realize, I just remember that, I was trying to figure out how to get to the","I have a computer. It's a MacBook Air. It's got a couple of screens on it, and it's got a battery that will keep you going for a day. It's probably ab","I just want to finish this. I'm gonna do a little bit of it. I have a lot of work to do here. So it's gonna take a few days. I've got some","the two of them together is, is it is kind of interesting because they are in the same room, I am not sure if they know that I'm on my laptop or not, ","yeah, and this is sort of an interesting thing. There's some sort of... you know, it's really weird because... there's, uh, you know, like, uh, one of","the...the the way that the the...the the...the...the...it's not...I don't even know I know why I'm talking about this but it's not even it's","I wonder why we keep putting that to the end. I don't know if we're trying to get more reviews on there. I don't even know if that's the most importan","And you know, we have a lot of different types of businesses now that we have these different business types, that there are different business models","I guess that's not quite the same as a binary search algorithm, where you just say, okay, this is the smallest one and this is the biggest one, so hal","[I]n [my] current project, there's this really cool feature of a neural network called a graph neural network, [which] is a network where you have a b","we just talked about the fact that there are a lot of things we can do to reduce the amount of carbon in the atmosphere that's in the air, right, beca","it's all about the new data and that's it, so that's a bit of a constraint of the problem, is that you can only use new data in a way to help your old","okay, so let's take a look at what is happening now. So in the example of the student who's learning to type, what's happening is we can't get a measu","that is a little bit of a challenge in terms of using the model to actually predict the future... I am not sure how to make this work in a business mo","and so when I'm looking at the graph of the time series, the time series itself is the underlying model, the underlying process of what the time serie","4-5 years old, I was the only person in a room full of computers and was being watched by a computer. The computer was observing the data that I was l","I'm thinking about, I don't know, if the world is flat or round. I've got a thought that it's a sphere, I'm wondering what would happen to something, ","I was just thinking, when you put the question, the thing that comes to mind is that you know that you have a limited number of bits of information, o","the Earth is in the Sun. Okay, I'm just going to say that. So if you just say Earth is in the sun, that's not a very good idea. I mean, that","And I was looking at it and I'm thinking, you know, maybe they'll just be like, well, there's this number of things that I can do in one second and I ","that's why when you go into an office and you go to get a coffee and you know, you know what you're going to get? Well, if it's like, if it's a","and so we've got one here, this one and this one, and one. Okay. So if we add these, if we take this one, that's the value of all the other ones","and then you do this, and then you take this and put it here, and then if you put it here you need to take this and you have to put it there. This is ","the first time I was looking at the text, it was a long string of text and I started to recognize some of the words. The way I was thinking about it w","I want to see whether you have an effect on a person's ... or a person's ability to think better or better ... or ... a better ability to think more .","I'll be in New York for four days. So I'll be back here on Thursday morning. That's it. So I'm back on Friday afternoon. I'm looking at the map. I","so, for instance, my work for the next month will be around the 20% mark for the first month, which means I will need to have 80% done by the end","and then the whole thing is a single atom, so when you're like, one atom of this, it's a one atom, then you have like, like a single atom of that, a","And then it's going to be, uh, and then there's going to be a point in the, in the year that there's going to come up a point where there's going to n","and, yes, I am getting better and better. I am actually now, it's about, let's say, one month, a little bit more than one month, two months since the ","I've been doing this for five days now, and the first day I did the same thing with the first five days, I had a very distinct memory. I was talking w","so I'm going to go ahead and write this out and try to work out the way that we're going to do this, because I was wondering how we're going to get th","I just thought that you should be a good citizen. It's like, just kind of a really good citizen. I mean, you know, it's like, you know your job, you k","so that would be the most effective way of doing this. And that's... that's going to take a while, because the problem is, if you want to, like, if yo","you know the idea of that is that we can just take some of these ideas, you know, and just take these ideas and build them into our work or the way we","So the other day I was doing a simulation in the simulator, the real simulator, so we're using the simulator to do a bunch of different stuff. And one","it's just like if you're in a dark room and you have a bunch of switches that you're flipping on and off, and you want to know which of them affect th","and I remember how this thing about the things that we can use the Internet for, how that was just like an entirely different world back in 2014 and t","I think I could make a bit of progress if I had a bigger camera. But it's like I said, I would be looking for a good reason to buy that camera and a r","the only one that's working right now is the 123, right? I don't know if I can really even see the other ones, you know. I can see the 1","I'm not sure if this is a good idea, I'm not sure where to put this. I was just thinking of, it's kind of, I'm a little bit concerned about that I","and you have a number, you can sort of plot out the data or do an analysis of the data based on that. Then you could just... and then you could plot i","And, also, if I'm right, then in that case, if I assume that if I'm able to find an equilibrium then I'm able, in some sense, to make my model more","but then I would have to make some adjustments, and I'd have to do some maintenance, which I haven't had to do. I've had to do maintenance on these sy","uh-huh, uh-huh. ... right, right. ... and, and the way it would work would be that, that the, the, the system would be that if you have a","so, I'm just sitting here and it's been, I think, about two hours now, and I'm still working through the same ideas. I'm trying to come up with a solu","the first thing is we have a set of different different ways we have been thinking about that that has been going on for quite some time now, so I thi","oh, well, that's interesting. So what I was just thinking about was that, uh, one of the things that I was thinking about as well was that there's bee","this is all a matter of data science. Data science, in particular, I don't really know that well but I know that there's been a lot of talk about how ","so we're talking about the price of oil and it's very high. I've seen a report today that the price of gas has increased by 30% in the last two years,","... I think there's a problem in that people have, the average person, probably, is probably more aware of how much money they make in the US compared","[I]f I were to come up with a way to do something that would make a difference in terms of the number of people that have cancer and how many lives ca","we have the data that we have in the past, and then we have to get the data out of our heads to be able to use it, and to be able to bring the right p","this is an idea that I have had in the back of my mind for a long time. I was a student of philosophy. And I was a computer scientist, so I had these ","and, you know, a lot of other problems, right? And then the one that I would put on the top, is that it's an extremely difficult and competitive area.","and then, I think, I'm thinking about my experience of being a PhD student. I did my PhD in 2002, I think. It was a pretty fun experience. I","what's the point of that? Well, if you're making decisions in real-time, what you're really doing is making decisions based on what's out there. And s","and it was interesting to me, it seems that the number of different sorts of thoughts that we have. So if you think about it, it's really the same sor","and so we can have two different systems for reasoning about probabilities, so let's talk about it for a second. The first one is what we might call a","what is the name of this planet that we're on right now? Well, it's Earth. But it's Earth, it's an Earth, it has a system of gravity and a system of","and so we had to put the [car] on a hill, and so the whole [of the car] was like on a hill. And then the car had to go, and so what","the only way to have a future is to have an economy that is self-sustaining, where you can produce something that can be converted into a currency, a ","you have the little birdies, right? and they're flying around on the ... in the air. You got the little birds? It's the birds, the little birds are fl","we know that if we had been more aggressive we would have won. We had a chance to win, we had a chance to get those points in the box but we didn't ma","this is interesting. So you have a right and a left brain. Right brain, left brain, left side, right side of the brain. So what they're really saying,","it is about the change in the environment and it's what you could call the climate of the earth and that is very important. There's an impact on the c","[t]hat's why we don't need to look at the sky anymore, it's because of the weather station. [pause] When you're up in space, the weather station can't","And you know, I think there are a couple of different types of learning, and one of them is just learning what's going on at this moment in the brain ","[a] little bit about the end of the world, so the end of the earth, the earth is a sphere, and I can think about the end and the beginning of the worl","the more that I think about it, the more that it's just the brain being able to do things. It's kind of a simple model of a computer, and it's just th","oh, there are a lot of things in here, right? ... [I'm] gonna, it's like I'm trying to go down a rabbit hole, I'm gonna take a dive in","and I think that's really what the AI thing is. If you take the thing that we've built, which is that we've made a model for how people learn, how we ","and there's this, you know, this is the, this is just a sort of a mental model of sort of the idea that you know that's the most efficient way to, to ","I'm not sure that's the most accurate way of looking at it, but... I can just make a little diagram here. So you have the center of gravity is the... ","and if it was a cube, you'd have a different way to map that. So it's not going to be that. And it's also not going to have any of these features that","this is how a time machine works, right? We've had time travel in science fiction for a long time, right? Time travel was very popular in the 90s. If ","(pant) ... I'm sorry, but I think I'm going to have to stop for a second. So I'm not sure how accurate it is, but I'm going to do the","and I think I need to do a lot of work on that. And it's not even the code that I need to know what's going on. It's just the semantics of the code,","now I have this idea. I wonder how many ways I can represent a number in binary. It's like how to represent 17 in binary. And I think it's 100","I'm not sure what the next steps are. If I'm on a particular path, I want to know what the next few steps are. There's probably some algorithm or form","my model is like a cube and we're building it piece by piece. And each piece has a certain amount of text that we'll feed into the model, and we want ","a bit about this problem about, uh, the first thing, the first issue is the initial setup, I don't think, that we, I think we're, we can, uh, we","okay, so, I'm trying to think of an example of an event, that would have some causal links to other events, and to think of the best example that woul","And I was thinking about the fact that we're supposed to be taking the natural sciences and engineering to a higher level. And then there's all the wo","[in a research project] I am looking at a particular aspect of language acquisition and how people acquire language. What I'm going to do in this stud","And then it's like I just try to make the most of what time I have. And it's like if you have 100 seconds, you know, and that's how much time","we've seen this problem a lot of times in the past, like in the case of the credit card fraud, which was kind of like the first thing we saw about the","yeah, so uh, i mean, if you want to uh, if you're if you're um, if you have a very very small team, that you want to communicate to everyone about the","and the reason for that is that I can't find that I can find the people that I'm in touch with on LinkedIn, so I've decided to create a new profile on","and what was happening to the rest of the world, right? Because if the rest of us are really not doing anything, then this is really the last stop for","So, there's all these different people that I have to, I have to deal with, you know, my customers. And there's a lot of, a lot of different things. S","what do you think about that? Okay, I'm not really a fan of the word 'empirical,' because that's the sort of thing that you could empirically test, bu","uh-huh well I don't really know how to do this but uh... I'm doing the research because I want to find the way to make the world better because the wo","it's not like I'm a drug dealer, I don't sell drugs... but I've got a drug problem... I know that if I were to stop using drugs, I would probably stil","I want to be a teacher, that's my dream. I have a lot of friends that want to be teachers. It's my dream job, it's my dream profession. I would like t","and then you have to like have a good team of lawyers on your side. It's hard. But we've been doing that for years and years and years. I mean, you kn","[We] need to think about that, I think. What's the most important thing to make sure that we're actually working on things that make a difference in p","what I'm going to be thinking about is what we did with the DSC. We were going to have to go through that again. It's been three years, maybe four yea","uh-huh. Yeah, and um, you know, that's one of the things, is that if you've got a project going on, and then there's a time constraint on that project","the idea of a society that can survive the transition. If you look at the present society, and we talk about the transition to a circular economy, is ","So, we know that there are a lot of people out there who are not even aware of this problem of the system, because they are either too young or too ol","there's a little bit of a problem with the U.S. government, the way it operates now and how they are, and it's actually quite interesting, because a l","what is it? How can I help with this, then, as it relates to the 'people problem'? If we look at it, then, from the perspective of, let's say, the","I know, there are a lot of things in the world, but I have a feeling that, at least in this time period, the future, as we're seeing it, is going to l","I was thinking, there's a lot of talk about, for example, the EU, about how much the EU has done in terms of economic integration, and yet there is no","a person can be either a realist or an idealist, and those who are idealists are generally more likely to support the use of military intervention whe","that the president is making the case and that there's some political reason to support that position. So, the political position has to be a factor. ","well, I would say that this is a case of a failure of the state to actually protect the public in a way that is consistent with the needs of the publi","if you look at this in terms of the fact that the only thing that exists is matter, and that therefore, the only thing we can be concerned about is th","And I had the idea of getting together, with the aid of a psychologist or a social worker, people who had experienced this discrimination, who had bee","so, my son, my daughter. What do I want for them? I want them to be happy and healthy. I want them, when they're grown up, to have the ability to take","a lot of my writing comes from my own life. I've done a lot of interviews and I've done quite a bit of work with people who have been through the war,","I think it's like a real person and that we, and I'm not talking about the people, but we ourselves, we need to be aware and know our own biases and t","we're going to do the same thing, but we're going to move from the state of closed eyes. What I want to do is to move into a state of open eyes, but t","and then you think about the world's population, so it's 8 billion people, so you think about that 8 billion individuals and think about how much more","that's kind of how it was. Like when you have a problem, you can kind of think it out and try and solve the problem in your head. And then you start t","okay, so, um, so we're doing this, right? We have this data set, and, um, and so, okay, so I think that's what we were just talking about","And this is where I was like, okay, so we've got the problem that we want to solve, but we've got to go through the process of being able to sort of u","I know, I just wanted to say that. I don't have a strong view on the subject of, I don't know, I guess, whether the government is the right kind of go","I think that one of the reasons why, if I remember correctly, they have a low credit rating is because they have a lot of debt, and it is hard to pay ","and then I will send you some videos that will give you a sense of what you would do in a situation that is a lot less severe. For example, I would sa","I am a human being with certain skills. I have the ability to write code, so I will be able to use this for my own personal gain. I may not have the s","[it] is about the interaction between the different parts of the brain. I want to try to make it as a metaphor of that. If I want to make a metaphor, ","it's actually... it's really difficult... so we don't want to say that... like if you can... like if the other... like the other example, you know, wh","so we just started on a lot of projects that are coming out of that, and I'm also doing a lot of work in the area of neural correlates of consciousnes","yeah, so I was like, I was like okay, well, I was going to be doing, you know, I was in this uh, in the, in the last, the last two","And the way in which I would really want to see AI. I have a feeling that there is a lot of people. I see some of my friends using AI in a way that is","I'm thinking about a conversation that I was having with somebody else, who was a colleague of mine, and we were talking about a particular research t","and so I think about this and I think about my daughter's birthday, which is on the 1st of March. I was thinking about my daughter and my daughter's e","and I had to go to the bathroom again, and so I was in a hotel in Italy, and the first morning, I was in the hotel, the hotel, I was, I was also","okay, I think we should take this a step further. I mean, this is a very serious thing. You know, you think about this. When we were talking about the","and we're here. And the other thing that we're working on now, and this is for the, uh, for the upcoming months. We're working on a new strategy. This","um-hmm, yeah, I had been looking for an opportunity to get some work done on my car. And so I actually, um, I think I've been looking at, um, potentia","and I don't know how they do it, the, the people in the world, to, to be like this, like this, that the, the, that the people, I think,","and then of course the next step is we've done the 800,000, then we move on to the next 80,000 and then we have the","I know it's very hard. It's very hard to get the numbers right, because we're trying to do something in real time, but it's hard to get them right, so","I mean, so I have two daughters, and I have two kids in elementary school, and I'm thinking about that. I mean, this is, it's hard for me. I've been"],["and I think it was in the middle of that, I guess, that I started to think, how would I be, say, if I was a kid again, if I were just like a","that's a good thing. It is the best way, you know, if you're not just to let the things that come come. And it's not that I can't, I just don","I was working on the theory of mind. I was having problems with the theory of mind, which is the idea of trying to figure out what someone else is thi","so I know, that's what I think. What's the opposite of that? So, what's the opposite? I think, you know, if I knew what it was, it would be","and I'm thinking about that, I think, why should I want to go to school, why would I want to be at school, if it's so hard, I mean, like, if","I think I have to stop. This is where I have to stop, but I can't. It's like I can't stop, but there's a limit. I know I've reached the","And I can remember my parents' wedding, you know, I can see the whole thing, but I can't remember if there's anything that they did to the room or not","and so I have a friend. He lives in Oregon and he's a wonderful man. He's got a wife and four children and he's the one that introduced me to the Bibl","And the same kind of things are happening. It's just that it's happening in the background. It's like...It's like the way things are going...and the w","So I have some free time and I can't make any appointments yet, I'm going to call the hospital and see what's happening. I'm a little worried about my","so there was this woman and she had a little kid and she was 50, she was kind of a crazy mother, but she was good to her kid, she was very nice. And","[My] favorite book at this time in life is [W]illiam [F]aulkner's [A]ncient [G]uilt. It's a pretty good book.","I have a really bad cold. I got sick right before Thanksgiving, which sucks, because I had so many friends and family over. I've been sick for a week,","I had a dream where I was in the back of a car that had a big sign that said 'God's love will save you.' And it was a country car and the guy said, '","uh yeah okay what's that what's that going to do for him this is crazy. He's got his uh his wife he's got his wife and he's got a son and he's also","The first one was I don't like that he's not going to get a divorce. Because, you know, I've got a friend who had a guy that was cheating on her and t","the first thing I want to do is get a full set of dental x-rays done. I want to see if I can do that at the office today. So I'll try. I have to","um, and I'm worried that, and it's kind of, I'm kind of a free thinker. And so, I'm worried about that. You know, so I can't do anything","[A]t one point I was just thinking about my hair. I don't know, I was just looking in the mirror, and I was like, 'I need to go to the barber","So, you know, I can't wait to get home because I know that, you know I'm going to be able to, you know do the laundry and the dishes and all that, you","yeah I don't know, like you know, like we had that first little conference. Like, it was great. Like, I think that was our first like, first time we h","the thing that I'm most nervous about this week, is, like, what the end of the quarter looks like, and like, what will the professor think about us, a","and so they're coming up with something new with the research and they've had the research here for a few years and so the students in the research la","we should start doing more group projects. You know, I've got a bunch of group projects where the students are just not participating. They don't want","you know I'm thinking about the day to day... how do we handle it? And, I'm not sure if you know this, but we're in a very, very different situation t","so, uh, the other day, we got, we had a, uh, uh, a, uh... an intern, who is from Canada, who's going to be an intern, I","I was a student and a tutor for a while. So I worked with people. I did research in neuroscience and psychology and I work in neuroscience. So it's an","I wonder, do you guys, in general, do you use the computer a lot? I don't think I do much at all, but I'm kind of curious, do you ever have students","there are a lot of different ways to do things. You can either use a three-tiered approach, you can use a two-tiered approach. Then there's the big qu","and I'm not a great writer, I'm a pretty good writer, I think, I'm not an especially good one, but I'm definitely pretty good. And it's always really ","the next one was about the time between the first and the second... it was about the year 2001 and 2010. That is, the time that's the same","I remember a time when I was in the computer science department at UC Santa Barbara, and the department was a large department, and there was a lot of","I think, I wonder if there is a good reason to believe the Church has gone off the deep end. And I think one of the problems is that you have these or","now, and what I've been trying to do for a long time is I want to actually teach my children the skill of not knowing what they're doing. Because I wa","and I think a lot of the research that you do is like, yeah, well, people, there's a lot of people that are looking into the possibility that there's ","the only way to really get the answers out is to allow people to ask questions as they come up, so you can give the answers as they come along, and th","I was in a small company in the early eighties, and I was trying to convince them that I was the right person for the position that I was being asked ","It is not a good thing to do, though, it's like if we had a public employee who made a public claim about the results, it is not a very good thing to ","I don't know how to do it. I just want to get started, and I think a lot of this is just me learning about it, just learning what works for me and wha","I wonder if there's an equivalent to this for the AI agent. So you get your data set, and you look at the data set, but you're not allowed to modify i","the last thing is the last thing, right? Is a set of things, right? Well, for each last thing you have a set of last things that you've done to it, so","I'm gonna start this project with a list of problems that I have in mind. I'm gonna have to think of a way to generate new problems for a project. And","And this is the one I have a problem with. That is, I can't say that all of this is true and yet I have no idea how to prove any of it. In other words","And we're going to do something about that, and I think it's important that we don't just do something about it, we do something about what is necessa","and we do not know whether he would have to do that. We have to determine the most important properties of the problem and we can also do that here an","I'm a mathematician. I work on a problem called the poincaré conjecture, which says that a 3-manifold is topologically equivalent to a 3-sphere if eve","The very fact of being in a very particular situation means that the probability of being there is zero. So a new situation has not yet been created, ","the last day of the week of the month, that is, 41 days after the beginning of the week. In this case, it is the 25th day, and it is","it's like a car, a car, the car's got wheels and it moves, but that's it. It doesn't have anything else. That's it, that's all the car is","OK. OK, let's think of some of these things we have to do to get our data ready for the analysis, OK? Now, it's time to get our analysis done. We have","I think that for the past six weeks, we've been in a situation in which we've had 37 days of continuous operations. And then we have been working to b","the space is too small. Oh. It's a new room. So, I'm a new room and the old room is gone. The old room is no longer, so. But the new","I've been thinking about the past week and a half and I'm noticing, first of all, that it's very different from anything else. We don't normally go th","It's pretty easy to make mistakes when you're trying to do something. I'm not sure whether there's an algorithm to it. I mean, there might be, and may","that's the one, yeah, that's the first thing I can think about that that's important to me, is a world where everybody has access to, and they can par","okay, so, I think that's pretty cool, it's like a thought bubble thing. But the thing about this, you know, the thing I was trying to do with it is th","uh ... i've been trying to think about how to get a good price for some stuff on ebay ... how do i do that ... how do you get a good bid on stuff on e","So, there's a lot of things that I don't have to worry about anymore. And I think that the biggest one is the...the amount of data that I can...that I","I don't really understand the term, 'You need to have a story to tell', but I guess what it means is that you need to be able to communicate your expe","so I've been working on this thing. This is a thing. It's a thing that I need to do that I don't need to do because it's not that it's not worth doing","I guess I want to say that it's very easy to say, 'This is the best possible thing that could have happened.' And it's much harder to say 'this is the","the people in the room are a little more careful about the way they conduct themselves than they would be in a typical social situation. But the parti","So when I was a kid, we used to have all the time in the world and we'd play. We'd play board games, or whatever, and it wasn't competitive. It wasn't","there was a man. He's an inventor. He's a person who knows how to design things. He's building this huge building and he's building it out of, let's s","the thing that I really liked about this, you know, that you can just write down, just say anything that you want to say out loud, and you get a sort ","I'll just write this down... It's a bit hard to write down what's going through my mind at the moment... so I'll write down some of the thoughts that ","the reason why, when we use a tool like a pencil, that we use it in our right hand is because our left hand is the dominant hand, and that's because w","a small, oval, curved object, something like a handle, a hook, a blade, maybe. It's like the handle on a pair of scissors. ... no. it's more like a","now I am looking for words to describe something. I am looking at my face, looking at the skull, the bone, the cartilage, the muscle, the nerve, the h","I'm in my little cottage with my cat sitting by my feet, it's a little dark in here, but I'm happy and I'm happy. I've got my cat sitting here and I","well, I could imagine what I think would happen in that case. If you think about the difference in pressure of air between the inside and outside of t","I have a little thing in my head called an electron. It's very important. I put an electron in a magnetic field. And it starts spinning around, around","And this is a part of the body that, if I move it, the way I move it and the way the other one moves it are exactly opposite, you see? If the other on","a ball is spinning in a circle at a constant rate. It's a little like the earth. The ball is in a circle. Now the ball has a tangential speed. It has ","I'm standing in the middle of the street, looking around me. The street is empty. I'm holding the camera. I'm taking a picture of the sky. I'm standin","And I'm looking at this table here, and I'm looking into this little space and there's a little red light there and it's blinking, so I think this is ","the whole of the world is my body. Now I see, that the whole of the body of the world, is my body of light, and that the whole body of light is my bod","[talking about the space and the size of the space, and how the size is not fixed in the mind and the body, and the shape of the body can change, and ","my thoughts, the mind, the brain and the universe, the nature of reality. This universe. I feel the universe. I am the universe. This is the universe.","I don't know why the color yellow is considered a bad color in this country. I remember there was a period in Europe in which it was considered a good","you've got a tree of life there and you're looking at the leaves of it and you're seeing the tree of life as a fractal or whatever it is. That's the f","and then it's the next day, and then it's two days, and then three days. And then you have an infinite sequence of days. And the days are getting shor","It's a bit like when you're taking a walk and you have this experience of being in your environment that is very vivid, it's a very rich experience, b","then he looks over and sees the other guys, and he says, 'Oh, there are other guys here,' and then he's like, 'Ah! There's another one. Another one!","and we're going to be able to see the whole surface. And it's all going to be in one piece. You know, so that it's all the same color. And we're going","I'm here. I'm on a cloud. I can see the other clouds. I'm here, and I'm on the cloud. I'm right here. It's like I'm right at","and I've been thinking about this for quite a while now. I'm sitting here on the couch and I'm thinking about this idea that you and I both have been ","I wonder how many years ago did I get this feeling. Oh, I remember when I got it. I was in the car and I was going down the road. I think it was going","0.95, 0.35. 0.095, uh, 0, 03, 003, I, I've, I've","and then, of course, all of these people that we know, and all the different things that we've done and all the things that we do and how that is rela","it is also the only thing that really works against the cancer cells. What else could you think of, it's what the doctor would say, that's what we hav","[t]hat is, the fundamental paradox of life. How do you get life going? You can't just get started. You need to get going and stop. The stop is what ge","And now I've got a thought... that I can't actually tell you about because I'm a bit embarrassed, because it's a bit of a trick question. There are th","and a small minority of the time, you can actually tell that that is the moment where the person has been doing something else. And that is because wh","a large red hot copper cube floating in mid air in a zero gravity environment. It would be a very large cube, maybe 10m x 10 m. The temperature of the","I'm gonna think about how I can make this process more efficient. Let's assume that I can solve the problem by breaking it up into chunks, and that it","I'm getting really bored here. I'm thinking about that whole thing where you put a constant current across two metals and the current can flow between","I'm sitting here in my home, and I'm reading a book, and I can't help but think about the idea of a wormhole. You know, the way they're doing it is","and we're looking at the point of inflection of the graph. And we're looking for the slope, the gradient of the graph at that point of inflection. And","I've just been doing something I've been meaning to do for ages, I've just got an idea. I'm going to use my knowledge of mathematics, in particular th","50, 50 times, 5, 4, 3, 2, 1, 0, 20, 30, 40,","I'm thinking about the people who will be looking at this and trying to interpret this. Maybe they'll get something out of it, maybe they won't. There","So I'm going to look for a way to make the circles, you know, the circles, the circles on the faces. I don't know how to do that. I'm not sure if","so I'm going to read this and try to figure out how to make it. ... the only one I could think of was the one that would be more like a machine, that ","so this is like a list of things we've seen and like, this is like if we put it in the back of the box. So it's like, a thing that's in a box","okay, so what is the biggest factor in my life that I want to improve? You know, that's kind of an interesting question. I guess, at the start of the ","the last two years have been very difficult for me, and I'm not sure how I'm going to survive this next year, but I'm not going to be able to. I'm goi","the third law of thermodynamics. There was something that was always 100% efficient but still, that didn't work out because that was a kind of an engi","And I realized that they are actually getting more efficient, and we are just talking about a thousand years. The whole point of that was to illustrat","oh yeah, yeah. I remember. Yeah. I was so worried. Yeah. Oh, so much so. Oh yeah, I know. It was so much worse than just not being there.","Oh, and this is a new thing, so it's like, I haven't done this, you know. Like, I'm like, so I'm not doing, I don't know if","and then we'll put on some more clothes, we'll have an argument. It'll be a real argument, a very big argument, about the future. And then there will ","I don't know, like, maybe I don't have a very good job, but maybe I do have a very, very good job. So like, like, like that, it's a","And then I had to do something for my uncle. And then, my uncle had this one thing, he wanted to do his taxes. And he's a big one, a huge one. Like","I think there's a lot of, I don't know, I was thinking about the 538 prediction, I'm gonna take a guess on this. This is a long-term prediction,","and, like, there's no such thing as a free lunch. There's no such... and, there's a lot of people that have really bad luck or really good luck or rea","and then we see what kind of a car you're going to need. That's all right. We need the car, but we also need to take care of the family and everything","I was thinking about...I mean, I have this, I have a feeling about something that I want to talk to you about...I was thinking, like, this was just an","The idea that it could be possible to take a really cool technology like neural networks and like deep learning, and then like translate it into a bun","it's like the sound of a lot of things that you know, and that you think about, and you have in your head. So that's kind of like the sound that we he","so you are doing, I was watching a film about the end of the world and it was a kind of disaster movie, the whole idea behind it was like if you were ","I'm saying that I'm a woman. And I'm also saying that I am an older woman. And so I'm going to use that to talk about like how much like a lot of like","And then it's like, I'm trying to think of like, the most ridiculous thing that I've done. But I just can't remember anything, like it's not a very fu","I'm going to write about this. Like, I'm going to try to write a little essay about like, how people like are just like... they're a bunch of things t","I think, I mean, like, my memory is always really bad. I've never really been able to remember that I'm like, if I've gone to like, the same place twi","I can see how that might be, though. I mean, the reason I think that I have a pretty good understanding of how this is happening is because I'm in a p","I've been thinking that there is a bit of a divide between the actual experiences and the actual thoughts that you have and then you've got this other","I'm sitting on the couch, it's warm and comfortable, and I'm typing and I'm doing a bunch of stuff and I'm writing a blog post or something, and I jus","and I've got my daughter is 11 years old now. So she's really big now and she's very very very very young and she's kind of getting into these kind of","okay, so I want to make sure I understand the task at hand here, I mean it seems like I have a bunch of things that are happening in my mind and I can","And what I'm gonna do this next time, I'm gonna start by recording it for myself first. So I have this app called Evernote and I just start recording ","uh, I think that there was something about uh I don't know, I think it's something that was very, you know, very much I guess like, I don't remember l","we're going to talk about the cold, it's really cold here and we need to go home. Oh yeah, it's very cold. I have a bag of warm clothes. So I'll","I mean, it's a bit odd, I'm sitting here, I'm thinking about my upcoming trip to Portugal, I've been to Portugal before, I've only been to Portugal on","the other day we were in our apartment and there were all these big, big boxes that I thought were full of stuff that I hadn't put in a storage unit. ","my girlfriend and I we were like we're like the last two episodes, we watched the last two seasons on Netflix and we were like, oh, I can't believe it","so you know I I just had my my first year of college, which is supposed to be really like a big thing, it's it's supposed to be like I feel like a lot","there was a lot of rain at the beginning of the semester and then it dried out a lot. So that was actually really good. The classes were fun and I too","and the reason I don't think I got the questions is that there's not enough time. And it's, you know, I think that's where a lot of people are struggl","I just don't want to do it. I don't know if I'm going to have a good enough night of sleep tonight. I just don't think I will. I think I'll do","you know, I was doing that one problem and I was like, 'well, okay, so what do I do?' And I was like maybe I'm going to just leave it because I've","I'm trying to do some calculations here. I don't have a calculator. I'm trying to figure out what would be the cost. If the cost is $50 per square foo","and it's a new business model, a lot of people are jumping on the bandwagon, it's just a new business model. And we're not in the business of doing th","yeah, but that's the thing with the thing, too, right, it's, it's this, it's the, it's a, it's like the, I mean, it's","so i know i know that my father is really good at it like he's like really good at like he's very good at like sports, he's good at like like like spo","and I think it's going to be a lot of hard work, but we're gonna make it work and I don't know, we're gonna get there in the end, but yeah, so","I remember... I remember my time in the army. And that's really... that's really a big part of my life. It was just one of the best experiences of my ","the last thing that I did was this, I did a bunch of writing, I wrote a paper on, on writing a paper on a, a paper, writing a paper. And I had to","I'm not a big fan of the... of the way the government is handling the... handling the Covid... the COVID pandemic... I think they... they did a lot of","I'm thinking about you and your kids are growing up and I'm like, so I just got done working with a child who was born in 2011 and now she's nine year","I'm thinking about what's happening in the world and the climate and I think the fact that climate change is an issue that I think it's a real issue i","I don't know, I think there's a lot of different things. Like, you know, the kind of the type of AI you're gonna have, whether it's going to be human-","I just wonder, is there a limit? Because in a sense, we have a limit of time, right? I mean, the brain, you know, it's a finite resource, right?","and it was that this was very important to me, because, you know, I've always had a fear of, I've had a fear, or maybe that's not the right word, a","this is all about the global situation. I think that the global situation is now getting pretty tense, which is good in the sense that people are real","I am curious how the future will look like. I don't know. I think, the future will be a lot more like the past. There is a lot of uncertainty, but at ","I don't have much more to say. I don't want to say anything else, because there is a lot of stuff that is already covered, or even in the context of t","but there is the fact that in terms of the real world, it is very difficult, as you know, to create an actual human being with the appropriate DNA and","and, you know, when you think of the notion of a program that's supposed to be able to perform some task, it's a pretty simple notion, because you kno","I'm going to the theater, and I'll watch a movie. There are two movies coming out. One is Star Wars Episode 1: The Phantom Menace. It's the first movi","[A]s I'm going to use it, it's going to be an alternative to the game that was originally developed by the Defense Advanced Research Projects Agency i","I've been thinking about that for a while, because I can imagine a world where there is a lot of competition and it's just about survival of the fitte","The one thing that's been very important is being able to get the right amount of sleep, to not have this sleep disorder that is very, very difficult ","so that's not very efficient for a business model. I guess there are ways to do it, but they are probably not very scalable and they're probably not g","I've been thinking about the new EMA, and I know we've had to update some of the research that we do in the area. So, I was thinking about the differe","And then there were the, there were the attacks in Germany, so there's a lot of the, there's a bunch of the, you know, a bunch of, a lot of German att","I think of myself as being a bit of a classicist, but I think of modernism as having a lot of value. I mean, I think I’m a big fan of like the avant","I mean, like, in some sense, this is kind of like a thing where I mean, I think that the thing is, I think people really don't get why they don't trus","yeah, we have, I guess, you know, that's one of the reasons why, why they do like a lot of the, you know, the the more, you know more radical approach","I guess I was an early adopter. I mean I was using Linux, I was using some of the Linux software as a teenager, and I remember even in 2004 when I","[The] thing that comes to mind, when I think about the world right now, is, what's going on with China? China is this great economy. China is the larg","I'm not sure that we have the best, because the most important thing is the outcome. And so if we had the best tool for that, we could have a really g","and I remember that the people that do the research and they're not scientists. I think it's great. You know, we have the great people at the Center f","this is the way that I want to have the system behave: it would be better to have the system that will make an announcement in the morning, to be able","The whole point of it was that we could go in and do a survey and ask people how much they would be willing to pay to get to Mars. So we were able to ","... you can't tell if someone's a good hacker just by their code. So I would think the first thing you should do is you should start to get familiar w","It's also true that if you can't make it, you're not going to make it. I mean, you know, that's not my experience, because I've worked with so many pe","it's not about the cost of a ticket. It's about the total cost of a project. When you're trying to bring a new product to market, the cost of developi","I'm actually a very strong believer in the fact that as we come forward in this transition, that we are going to need to have the proper type of leade","I think what would be most helpful to me in this job, for example, is some training in data visualization, in how to make these reports look better an","And I think about the ways that we're thinking about data science, about what we're teaching people, what we're doing in terms of the research, but al","so I just think about some things that I want to do for this particular group. Some things that I wanted to do that were kind of short-term in the fir","and I wonder if, you know, I think about a lot of things that are happening with the government and people think about the government and I think abou","and I don't know, I don't think it's just the number of people that are in that particular group, but you know, and I'm just trying to figure out what","my kids have, I've always been a fan of a lot of the, I guess some of the current day, uh, you know, the current political situation. I'm really a big","I've been thinking about that for a while. I think you know what I'm talking about, right? I mean, I've been thinking, well, this is a thing where we'","the way that people think about that is that they don't think about the world as a place. They think about it as an opportunity. That's why they go th","so the idea is that the last thing you want to do when you're making a decision is to get bogged down in this decision making and this debate and this","I was reading a book about how, I think it was how to teach math, and they talk about, they talk about this kind of, they talk, they talk a lot about ","And I can do this, and I can make this as much as I want. So I could be able to do things and make a lot of money. Or I could go into a business or","and it's a combination of those things, where it's the ability of the human being to be able to combine information from different sources, different ","the thing that's really interesting is I have the feeling that the system is a bit broken right now in the sense that it's very hard to build somethin","Okay. So, in general, it's really easy to understand the different between the different parts. I mean, the data set is pretty simple, right? And so, ","and what's going on? I think I'm going to be a part of this study. I think I might be able to do some stuff for it, but also there's some things that ","It's really like a stream of consciousness. It's a stream of ideas. They come, they go. I'll have a thought and it'll stay with me for a while and the","[T]here was a little story, where there was a father and daughter. And then the father said, 'You have the potential for being a scientist.' And the d","this is all, and now this is just an idea. If you were to make an effort to bring a group of people together and create a social organization that was","there's no way I'm going to do this. I don't have the resources. I can't pay you enough money to do this because I just can't imagine the level of exp","I have this image, I remember the image. I remember my parents coming home to me in the 60's, my mother and my dad. She's very kind, she's a good","I'm a great deal more positive about what I can do in this life, because I don't have to work in an office. I think the software industry is a little ","if I can remember, I will write down my notes. And then I can maybe share them with you. I will write them in a word document and share it with you. B","and it's interesting because there's an underlying pattern of what the problem is, because the problem is that we want to use these methods as a way t","so you're trying to figure out how to figure out... what's the best way to get to... how do you get to the bottom of this, the best way? And that's ju","uh-huh. Well, uh, if you've got any of the major programs that you want to make a decision on, let's say, the decision to make, like, you know,","this is what I was going to do for this part, it was going to be a way to determine the optimal sample size. It's like in a sample survey, it's a way ","this is going to be really important for our own careers, but it's also going to be important for the work of the community, and I think it's very lik","So, there are a bunch of different kinds of learning that you can do. And the first one that you could do is sort of, you know, a general knowledge ba","this is where we are on the continuum, the other end of the spectrum would be if I was looking at the universe as a closed system. If the universe is ","the name of this project is so hard for me to pronounce. What it is about? I know what it's about but the name is hard to pronounce. I wonder why. It ","it's like an emotional, you know, the first emotional thing that happened to me in my life, was when my brother was born, he died and I was eight year","yeah I think that was a good thing. I mean I mean we've had to have a little bit of a change, a little bit more of a change to go through in the last ","okay I don't know, I'm going to come back here. I'm going back to the office tomorrow and then I'm going in and I'm going, I'm gonna go to a meeting","there's a lot of things I don't like about what I'm doing right now. I don't enjoy the job I'm doing, because I'm spending all of my time and all of m","The universe. So if you have to look at the universe, you have to take a lot of stuff into account. We have to do some pretty heavy research to unders","the idea of this is the idea of a mind that has a way of being aware of a problem and then taking a deep breath and going, 'I have to figure out a sol","I have some thoughts that come up to me. I can't describe them, and they come up to the consciousness, but then I realize that it is a kind of mental ","I'm gonna go out to lunch with the group of my friends. And I have an idea, I'm gonna go to lunch with my friends. It's not really lunch, it's dinner.","the [Zoo] is pretty interesting. I mean, I was there before. I had the same idea of taking a photo, but this time I want to be more specific, like I w","now I've got my brain in an area where I'm a bit bored... I'm not that bored, I've been up here in the past two days, and I've had a lot of","there's this big box that's full of little balls, and there's this other box that's got a hole in it, and the little balls can go through the hole, bu","what's a nice, a nice, nice little girl...it's a nice little girl, it's nice little girl. And, and what's the name of that girl? It's the nice","It's not a bad idea, I mean, like it would be like to have a little bit of a little bit of electricity in your house and then you could use it in your","and it's not very different from the way a radio works, where you can turn it up high, or you can turn if down low, and it's not like it's going to go","the point of a discussion of the question of, uh, what it takes to get into a group and then keep it going, uh, and uh, and and and I have a lot of fr","now we are in an interesting situation. We've just got in the car. It's going to be about a 15-minute drive to get to the office and I think we're goi","the way the human brain works. I think there's a lot of debate about that. I think people think in pictures and I think people have been trained to th","I've had this thought. You know that the term is in my mind. I don't know how to put it, it's a kind of a logical framework, it's like a model,","the fact that you can say that a thing is true without having evidence for that thing is a very important fact about our world, and it's also a very i","a lot of people are talking about the ability to change your mind, like the mind is like a computer, it's like a computer that can be rewritten. You c","now you just have a bunch of cells in your brain that are doing something, and what you do to those cells is you go to a cell and you turn it on and y","this is a kind of like a mirror reflection of the brain, which I think is something that's going on in there. You're trying to predict the world based","and I had the impression that my body was not responding as I had imagined it would... and that this is actually a sort of a sort of physical body, I ","[14:04:47.312] ... okay, so I was looking at my calendar and I'm like, oh, I'll take a week off for the holidays","the 'v' of the verb. And the 'v' in a verb is very similar to the 'v' for vector, where the 'v' represents velocity. I'm thinking about this","this is the word, I'm looking for a word, and I'm going to give the definition, I'm going to call it, a word that is, an adverb is a word that","you have two variables, you have two kinds of variables, and they're called the independent and the dependent variables. And they're important. They'r","... the third of my three, I'll just have to move into the first of my three and I think that would be pretty simple because I can just make a copy of","I could just say, 'I can't remember the name of the city', but it's just a city. I could say, 'There's a city and I'm going to go through that","if you say 100 and you want 100 percent of what you're saying to be right, you have to be able to get 100 1s. So","and then we have the - the number of the day is 33999, and that's a special number. It's 9999. That's the - that's","I'm looking at the book. And I've got this thing where, I think I've seen this before. So I'm looking for it on the internet and I'm going to get a li","uh, I'm still waiting for my research to come out of my thesis. I haven't decided yet what I want to do, but I want to be a lawyer. I'm interested in ","[11:31:11] [B] But we can see that, and what we know is that, we know that there's a whole bunch of people who have different job","so that's 90% of the way to the point where we can do this, we just have to figure out how we're going to do this. So there are a couple of things","yeah so I'm on a plane right now. And the thing is is that I have my iPad and I have my computer and I have an Android phone. But they're all disconne","so it's a bit different than what I did in the last project, but it's a fun problem to solve. So I guess the key is to understand what the data that w","you know, there's a big difference between the people who are like you and me and the people who have like a lot of money and can afford to like pay f","there's an awful lot of work that's happening in the space that we're in now, which is very, very different than, like, the previous space that we wer","I've always been intrigued by the concept of a public cloud and private cloud. It seems like there's a lot of potential for a hybrid. But we are worki","I'm a psychologist. I'm doing a lot of work in the field of mental health. And there's a lot of research and development in this area. We're trying to","I don't have a problem with that. What I have a problem is with people who are paid to do research. You know, this is a research center, right? So the","I don't think the results are good, but the results are good. So, the results are not good. I don't like them. But, what's the problem? The problem is","and then I'm thinking that my wife is watching. I've been watching for like two hours, and I can see that there's a lot of stuff going on. And my wife","we're in an experiment to try to help us understand how to put together more complex tools, more complex algorithms. This is a simple example, but it'","that the probability is quite a high that when a person is just lying here in a very relaxed, calm state, the person is in a very optimal state to be ","and then, I know I'm in a meeting, I don't know. And then, you know, I have to figure out what are the things that we could do? And I'm going","and so you're like, well, you know, the good thing about a non-profit organization is that it has a certain amount of flexibility and, and freedom tha","So, it's the one that's out of range. So, you know, it's out of my range of control, and I can't do anything about it. But I'm just thinking","there's some people who get on planes, and it's like 'oh, it's 4500 miles' and it's, you know, like 'I'm gonna be 4","oh. Okay, you know I'm really an expert on this. I can't wait to go to the meeting tomorrow to do the project, and then I'll probably spend another si","okay, so there's, there's a, there's, like the, like the default, I guess you could say, default setting of your, your computer. I guess when you set ","and that's, that's interesting because I guess that the reason that the whole system is supposed to be secure is, is that it's not a, it's not like th","so I'm thinking, you know, what's the most efficient way of running a company, I mean, I don't know, I know, you know I do a little bit of consulting,","and then he had an idea, you know, the way that they do. That's not what I mean. I mean the way they think, the way the business people think. They've","and the thing is, it's funny how the first 50 years of your life, you don't really get much value from that. You get some value, but not a lot. And","you can have a thought and you can have an insight, and it's just a simple thought about what that would look like. So, if you look at the CPT test, f","and then in a sense you do, you just need to make the decision. You say, I think I'm going to do this. Then you just need a set of tools, you know,","I had a dream that I was in an elevator. And then it was, oh, it was like a spaceship. And then I was like, oh, I'm in this elevator that is like","I just kind of took the whole thing and kind of put it into a category where it's like this, I'm in a situation where I'm thinking of something. I'm l","so that would be the answer. It's actually the answer, the correct answer. It is that the acceleration due to gravity is the same. This means that if ","yeah and the other thing is the other thing I'm thinking about is the other thought process and it's not that I've actually done this before and this ","I mean, I'm thinking about my math homework, so I've done all these problems in my book and I'm working on the final ones and I have the first 50, 4","I think I should start thinking about how to teach the first lesson. And, maybe, I'll teach them some of the first lesson by showing them this website","So, I've had this dream I was working on and it was a little bit more interesting, so I was trying to get it done. I actually wrote my dream and then ","So that would be the main points of what we want to be able to do here with this assignment. So we would like to have our own website that we could pu","and then the other thing is just like how I used to be, like when I was young and like the things that I would like, I would do the things I wanted to","so I'm thinking about the idea of the digital twins. The idea of the twin is that we have a physical object. Then we have a digital twin which is a di","but I don't really want to do that because it's gonna make me do a lot of other stuff and it's gonna cost me a lot of money and I have like two or thr","so we can, we can maybe try to maybe do some, you know, like the, like the same thing for the other, for the other four and see if we get some similar","and that was like the most amazing thing. I mean, I don't know if it's like... you can't like, I mean, you have to have like a high IQ to do it","and then I remember the time I was at this guy's place where I was like, I can't find this and he's like, yeah, I can send you an email, I'll email","[W]hat's a great way to deal with stress? Oh, the first thing I think of is exercise. I know that that's gonna be good. And also just getting enough s","okay I'm on the phone right now with a friend. She was on the phone with me talking about the the weather. And it's kind of weird how it's like, you k","I mean, so the two options, one is a lot more of like a new start, like starting the process and then it's going to take a lot more time to get to whe","so like you know, I don't have the knowledge to help my kids with homework, but I do have the knowledge, like to make sure that they're not cheating, ","I'm not sure whether my manager has been aware of the fact that I've had the opportunity to do this and whether they are aware that I have some additi","I don't know what I'm going to say about this. I think what's probably going to be the best thing is I don't think we're going to be able to talk abou","[I'm] trying to get people to be aware of their own data and information and their own resources and that they can leverage them to make better decisi","I think we would have done better to get a different tool, because there were some tools that we used that just didn't work very well. I mean, there's","that's why we can't solve this problem...because the problem is, the problem is not one of the right way to use the computer, but the wrong way of the","so I've been working a lot on writing and on my writing skills. And I'm trying to improve my writing skills for my professional development. And so I'","[I]f you are just sitting there and you are not thinking, your brain is still going. It is just that the thoughts are going so fast that you don't rea","uh, I was thinking about uh, yeah I was just thinking about what the weather was doing today. Uh, I think I have an appointment tomorrow, which is abo","and then you look at this chart of the 250000 or whatever that people have looked at, and then you start thinking, and you start thinking about the al","[I]n a way, you have to have a good education, to have a strong education, to be able to look at things from different perspectives. You have to be ab","so that's kind of cool that you're like a data structure that's just going to be built into your brain to help you remember stuff and help you know ho","and you know that it is you that's making this, but you don't know how you're doing that. So you know, I was trying to understand the effect of social","there's a lot of stuff in the back of my mind that I'm not actually fully aware of, right? Like if I'm like doing a math problem or something, I know ","I'm gonna be having to go through some things, but I think I'm gonna have a good day. I just want to make sure I'm not in any kind of... I mean, I","And I'm not sure, I don't know if it's a good idea to make this change and I don't want to be the person that just goes out there and starts changing ","it's just... I guess, I just have to... I need to figure out... I don't know, what would... how would... would it make sense for... yeah, I'm wonderin","I was thinking about, you know, a little bit about my life, what's going on with my life. I have, I have a few projects that I'm working on, but I don","my thinking, when I was young, and I'm older now, is it's going to be more, you know, more conscious, that I can think more of my own goals, like,","I'm like, oh, that's interesting, it's like the data that you're gathering from the study, and that's going to be applied to the creation of like the ","just have a sense of how do you see yourself and how do you feel like you are different from other people, how do you think you are different? And the","okay, so you're like, what you're, what is the first step to like, planning out a career path, right? Like, what is something that's like a first step","there was a, there's an example that i can think of that was, that was on my mind lately, but i think it was an example of that sort of that, that's k","So, the other thing that I'm thinking about is that we've got a bunch of new students and we're all looking forward to seeing what that will look like","the main goal of the machine learning is to find some generalization, so you don't have to hard code into the machine learning. You don't have to be a","And, I'm in the kitchen, and I have this huge bowl, and I'm stirring the batter. I'm doing that on one side of the kitchen, but I'm also doing it in","yeah. But like the, the, you know, like, you, the the the, the way I was, I was, uh, I was thinking about, you know the, the uh","I'm trying to figure out what is the probability of the 2020 election. That's not a question I would like to see answered by machine learning, I think","It's like when you have the idea to go to the store, and then you start to go to your kitchen and your pantry and see what you can make, and then afte","I know that, like, I don't know, if you know the value of pi, and you know the radius of a sphere, then you know the volume of a sphere. So, if","so I'll need to use up half of it, and I'll be left with 400 ml. And then I will need to divide it into 10 equal portions, each of","oh yeah, and uh, and uh so um, I guess we've got this, we've got uh this this problem that uh, we've had in the past, where there's, uh","I could use a new phone. Yeah, I could. Yeah, we'll have to have some new phone, we'll probably have to have a new phone at some point. And I don't","and then you go back to the computer, and you just like go and you go back and you go, 'hey, how do we know if we know what we know?' Like how do we","and so you know what it looks like to have a supercharged brain, to have a lot of processing power and the ability to multitask and do it very effecti","I wonder, what is the probability that this is something that could actually be true. We have to consider that, because I'm aware, this is what I've b","I wonder why it's in my mind to do this now, because I'm on the other hand, I have some questions about it, but then I guess it's because I've been do","I've been thinking about the importance of making sure you have a good foundation in the basics, right? Like in this case, it would be that we have th","I was going to say, I wonder what it's like to be a student who is in a program and you're doing something like this. I guess you could also think abo","and then they're not thinking about the same things, you know, and then they're kind of like, they're in their own little bubble, like, I have my own ","And this is why we are going to be getting rid of the need to be in person because there are lots of ways that we can be more collaborative and more a","a big issue I was thinking about today is, I've been trying to come up with a better way to approach the data analysis for the research that I'm worki","this is something that's quite interesting to me in terms of how do you think about how do you explain this? So the first thing is that there's this k","I feel that I need to write some sort of an article about this. I think I'm going to write a bit about what I think I've learned in the past couple of","it's like a movie in my head. So, if I'm sitting with a group of people, it's like I'm watching a movie in their head as it's happening, and I'm","Okay, so that's like a specific, like a specific example of the idea, that I was like, 'Okay, what would like be like to have a world where, like, peo","and I'm thinking of what the team has done over the years with the Iroquois to develop new methods for how to use the Iroquois in a more sophisticated","we have a great deal of work to do. It's going to be a very large project, it's going to involve many people. You know, the fact that we have to creat","I was really excited because I was getting ready to go back to work, I got the opportunity to come back to work at a place called the Center for Entre","[T]he problem is that I think I'm going to have to work on this for a while. And the fact is that I have a lot of other stuff on the back burner, righ","the reason why the Federal Reserve Bank is such a powerful institution is that it's a de facto private institution that operates in an open market. An","a lot of the time, I have a hard time saying I'm sorry, because I'm always in this position where I'm the one that is doing it. And so if I'm the pers","a lot of things in life that people seem to be doing in a sort of a just do it, I don't know, way that they're not really thinking very hard about, or","you know, the thing that I'm, I'm really surprised to have, to have been asked to do this, is to make my own way of doing it, or my own process of doi","it's a matter of choice that you are making whether you're going to be a citizen of a country that has no government that has no culture that has no r","I see that as I have written this I have realized that this is not an academic exercise but this is an actual, very real problem. And that the key her","the idea of a nation has become so strong, you see, that when we have the people in a position of a national government, to begin with, and then a dem","a bit of a new perspective on the role of the state. If we look at it from a historical point of view, it seems that the role of a state has always be","a woman who is a very strong, very powerful woman in that sense of the word, is not very comfortable with her body, and we are going to have to re-edu","I think I have to go through an analysis to get to some of these ideas and beliefs that are kind of really stuck and entrenched. I don't know if that'","And then I've been thinking a lot about the fact that I have the experience of being an insider and outsider at the same time. It's like when you're w","so, like, the kind of stuff that I've been doing and I've been thinking about as a way to connect my research to my practice, and I've always been int","that's what it is, it's a time and it's an experience, that I'm going to do it. It's like, you know, I'm going back and forth, you know","what I mean is, how are they going to react if they start, you know, trying to break some of their own systems, trying to have their own self-organiza","It is interesting that if you put a lot of data in there, you can just put it in there. I would think that a lot of the people who would be doing it i","you know, my father is going to be visiting here and we're going to have a birthday party. It's in September, so we're going to be celebrating a half ","the brain and the heart of the brain is not only to think but also to be able to receive and to store information from the environment and also to be ","I have a car, my car is very nice, it is a hybrid car, it is one of these that is very expensive but I don't think that I am a millionaire and I don't","I know I'm going to have a little more work in this field, which is what I like, but I know I'll be spending less time with it than I do now. I've got","And you have to make sure that the data is accurate, that you're not misrepresenting the data. And if you have any bias in your data, it's better to l","and then we just have to follow that and we have to look at it with our own eyes and not let the data drive us to conclusions. And we have to be very ","so I can see, the next step is to design the environment and the next step would be to design a process for the environment. And in terms of the envir","and also, just think of how I've been using, you know, different technologies over the years. For instance, my first computer was a Macintosh 512 and ","and I have a new idea of how to solve the problem. You see, it's a known problem that there are two main types of learning. There's the old-fashioned ","I'm going to do some data mining on this. ... I'm going to pull out all the data from the last ten years that are not yet in the database, and then I'","I was thinking about the way I do my data analysis and how I do my project planning. And then I thought about the way that people use models. They use","okay. So you have a couple of examples of using an interface like that, and it's all just about the data. So one thing I'm thinking of doing is to run","So the question of whether we should be doing these things or not is more or less the question of how many of these things are the ones that we can ac","if I'm not using my computer in the office, I have to keep my office closed, and I have to make sure that I don't lose my focus on the projects that I","what was the point of this? We had to do this for the study. You had to do it for the study because the study is a 2014 study, and we have to","we need to do a little more thinking on the future state of things, the way we can do this, because we are going to have to think about it and also be","I think it would be a good idea to have a pre-workshop assessment, because one thing I want to make clear is that the workshop is not a training sessi","[the] only thing that we know [that] we have to do [in order] to be in a good position to be able to deal with [a] situation in the future, is","we need to figure out how we can have a more efficient, productive meeting process in the future, which I'm not even sure I agree with, and then we'll","and they're not being good at it. And they're not really, you know, really thinking through the data. They're not thinking through what it means. And ","the thing we've got to get to is I don't know, a set of metrics that people can use, so that they can tell me, we're gonna build a model in the cloud,","well I guess I can use it for what it is and that's the end of it. I mean I'm not going to look at it any more or use it any more. So I'm","the question is how much do these models do you know? I mean, the question is, how much do we know? How much do we have to know to have a model, a rob","that we could see if a person who has a disease has a different way of thinking. For instance, if you look at depression, what you see in some people,","and then we could, uh, we could use the same, uh, uh, same, uh same, same type of equipment to detect, to detect if the, uh if the, um,","So I got a lot of experience, then I got into a position where I had to come back to my roots and go back to the way I was doing it. And then I realiz","And then, so then the idea of what happens at the end of the process is that there are a number of different stages and these are: one, the initial de","And that's why, as I'm thinking about it, the whole idea of having a neural network of some sort of, like, a cloud of connected processors in the clou","and I think that this is actually quite interesting because it's not just one kind of thinking but it's actually multiple kinds of thinking that are h","you know, it's like, I remember one thing that I actually started a project in my mind, like a computer, I don't know, like a little program or someth","so I'm wondering how we're going to get this idea of a system of standards that we can apply to any kind of service. So in a sense, you can do the sam","and the last time it happened is the other time when I was working on the project for the global network. We had a team of 30 people on the project, a","I think that we want a lot of people to come on a day where we have an opportunity to see the technology that we are building, see what we are buildin","I have a problem with the first one [of the three problems in this set]. I don't know how to calculate the standard deviation, and I think that it's t","my children, my son, they have no way to know how important it is, how important it would be, if they had this kind of idea. And this is where it is i","my thinking is very fluid. I think about a lot of things at once. I can be aware of a lot of different things at once, and I don't filter out anything","I'm not sure I fully understand your question. I guess, in my mind, the ideal, is a world where I am not having to do anything. But then I guess, ther","it's like, yeah, so we need to get the most out of our data collection. But there's also a whole other aspect that's important that I just don't think","it's been quite interesting working in a place where it's a bit more flexible about using open-ended questions. I can ask questions like what's your b","it is very important to have some kind of data, a way to track the progress of the user, a way of tracking the progress of how the user learns to use ","and what I'm going to do is try to look at some of the things I've been thinking about. The one that I've been particularly interested in is the way w","well, in the 50s, as you can remember, the world of science was much more stable and much more conservative, so it was much easier to get grants and g","you know that that's what the [researchers] are interested in. They're interested in your thinking in real time. I want you to think about the world, ","and this is the same thing as that, but it's like, well, that's, that's a good example because, you know, one of the most important things, or one of ","So, we're going to look at what we have on the backside of our minds, and it is quite a bit, but it's not really that much. So, what do we have","and now I think I'll tell you what I think about the thing that you've just said. I'm very sympathetic to your view about the value of the field of re","and that's where they're coming from. They're not going to say anything about that, because there's no way to make a case about it. I don't think peop","this is a thing we talk about in the sense that we talk about, the meaning of life and the value of the human being and the role of the human being in","but you know that. I'm not sure that the problem that we're facing right now, which is to say the problems that I face, are really about the nature of","but now, you can see the potential of using, what I call, 'mind mapping' in the context of information visualization, which I think is very useful. An","I have a lot of friends who are really successful entrepreneurs. And one of the things I've found is that they have very good ways of communicating an"],["I've got a friend who used to work for me at a place called the Kelsey Institute. It's a research institute down in Miami, Florida. He did a lot of wo","in the middle of this book, I remember I was doing something in the middle of a chapter, and I was in the middle somewhere, and I just can't remember,","I know this is all silly. You know what's going on. What's going on is that I'm not going to be able to get you the books that you want, and I'm going","I'm worried about my son and daughter-in-law. They have this baby and he's really sick and they've been having a lot of problems. They were supposed t","I am talking to you now and you can hear me and I don't have a phone with me so I can't get the phone to call the doctor and I'm wondering how that wo","the 9-11 [sic] happened on that day, and all those people were dead. And then my brother was killed and they told me, 'You don't have to come,'","I was thinking about what you told me. You know, my whole life was so far from anything I imagined. I just came up with the idea of this being a place","and then it was really nice. It was very, very nice. Very, very, very very very nice. That is good, that is really good. That's a great ending for the","I want to know what he had in mind, what he was thinking about. I'm sure that's why I got involved in this. I mean I'm a woman, I've had a lot","and I know how you feel. You can't even talk to anybody. You know how it is, right, I know it's a pain. You can sit here, you can talk to somebody","I had this thought, and it's actually a very interesting one, it's like the whole time we've been having this conversation and you've been kind of tal","it's been a long day at work, and I was thinking about some things that were going on. One of them is this whole thing with the 302. And, you know,","I guess this is why I'm a writer. I guess it's because of this kind of thing. You know, I used to work for IBM, and IBM had this policy that if you ha","and now I think we're going to have a lot of meetings going forward. I'm not sure if there's enough time for them. I have to say, I've been a manager ","there's something in the human condition that's very unique. That's the kind of thing we're talking about here. I guess what I was looking at was the ","I'm getting ready to have my last day as a teacher in the spring, and it's very difficult to get through to these people in the middle school and high","I have an image of my dad in the classroom, I'm not sure why but I have an image in my head of my father being in my class and just smiling. That's ab","it's not only that. You've got the idea that you're going to have to spend your time, I think, in some of the big corporations, and they're going to b","So you know what I do? I was involved with a bunch of guys from the University of Alabama, the University of Southern California, and I was involved i","and one of the things I've been thinking about for quite some time, is that, I guess this is where I want to get to, but I don't think it's that I'm i","I have been reading a book about the American Civil War. It's called The Civil War. I don't know why the name, but it's by a guy named David Blight. I","and I'm looking at the story here and I see what's going on. And it's a really interesting story. I'm looking here, this is the article in the Washing","I think that's the one thing that's really a problem in terms of how you know what people are thinking is if you're doing a study where you're giving ","I am writing a paper on this. I am writing a book. And that's the research paper on this and the book is going to be a whole lot longer than the paper","this is a very difficult problem because what I don't like about this problem is the fact that I have to use a lot of information theory. And I really","but I don't really like them that way. I think what I'm going to do is, in the second year, I'll make my own, and I'll call it the second year seminar","there's an image that pops into my head which is the classic definition of a microchip. It's an old image, but I think it's still a valid one. A micro","[I]f you think of a language, how do you define a language? Well, if you think of, I don't know, a language, English or Spanish or French, or Russian","So I just started thinking about my class of 99. And there were a few things I wanted to point out, but I think I'll do that in a minute, because ther","you know, you know, I was thinking about how we can't possibly make the case for the existence of God. Because of the fact that it's based on belief, ","and so the process of discovery and then the process of analysis, the process of looking at what's there, it seems to me, it's not that it's just the ","the computer and the Internet are a double-edged sword, because it's really difficult to find out what the information on the Internet is, to really g","It's not something that I'm aware of, but you're saying that there's a distinction between conscious and unconscious, and I know that this is a very n","So, one thing is that in the last few years, we've had a series of articles on what is sometimes called 'The New Economy.' And one of those articles, ","so this is a very interesting subject. I just have to say I am really very interested in the subject of human nature. What I mean by that is that I th","So it is. That's my point. You know, you could say, in a sense, the purpose of all this, in some way, is to make a theory. The purpose of this","And we're not really sure what is really happening, but it looks like it's a global effect of the brain. In the brain, if you look at the different ki","and now there is a new problem. What I want to do is I want to compare the different kinds of work that different people do in different cultures. And","I have to tell you about the things I was working on before I came here, because I think it's important that you understand how I got here. I worked w","I'm thinking of how we could use this as a weapon. ... Well, it could be used as a weapon against the U.S. It could be used against the Soviet Union, ","that's right. I think I did a lot of things that you and I would agree are very useful, but the only thing that we have to agree upon is that they are","I'm the owner of a small software company. My company's about four years old. The last few years have been very difficult, because of the recession an","that's what's happening to our country today, and I think it's the most dangerous thing I've seen in my lifetime. What I'd like to do is to look at th","So the thing I have been looking for, and I haven't found it yet, is a way that we could encourage or motivate the kind of, you know, the kind of thin","it's hard, it's hard to have this kind of a relationship, I mean, this kind of relationship between the public and the police. I mean, it's a very dif","I don't know what the right way to do this is, but there's no reason to believe that a single strategy for doing this, a single mechanism that works i","the more you get involved with the technology, and it becomes part of your life, the more your brain is going to have to adapt to the fact that the te","[C]onfused state of consciousness and it's a state of consciousness where you're not really paying attention. You're not really aware that you're maki","I'll be honest with you, I think you've probably been living your life for 10-12 years and never once considered this or that about the structure and ","we have seen the beginning of that, that it's a system that is going to be more and more important in a lot of aspects, both in the military as well a","it is a very nice feature of the 777 program. We can see in the 767 and 757, they're all at the same time. We have to","I'm not really sure what's going on with the two. One of them, it's not even really the same kind of thing as the other. They're different kinds of th","[this is] going to be a book that is going to be quite challenging to make sense of because I don't think it's going to make sense to me how it is goi","there’s no way of knowing the future. You don’t even know how long you’re going to live, so you should start thinking about what do you want to do? Do","we've been thinking a lot about the fact that the current 30, 32 trillion dollars of debt is about half the GDP. That's not a sustainable situation. T","so the people that have more money are getting more money, which I think is wrong. We have an inflationary system, and the inflationary system is goin","and that's the way it is, right now, but it could be a different world. I don't think we know how it will go. I think there's a lot of uncertainty, as","you know, we were talking about, you know, what we think is going to happen, and the one thing that we're, I guess, we're the most optimistic about is","so you know that you don't need to go there. But you don't want to give it away. So, it's a delicate balance between, you know, making sure you keep y","the more I look at this stuff, the more I am reminded of the fact that the problem was in my head. It's like there are some parts of your head that ar","and so I'm thinking about this. It's sort of an extension of a problem I had earlier. So the problem that I had earlier was, I have an idea for a nove","I remember that the idea that if you are in a relationship with a lot of other people, the chances of the probability of an interaction between your g","so this idea that you could do something to take the edge off of these emotions, or if you have a certain emotion, then you can do something to kind o","we're going to try to define how much effort is involved, and in what sense effort is involved. And so you can talk about the fact that, you know, a l","So, in fact, one could think of the present situation as a case of a state of chaos, and the present day situation is a case of the same kind of chaos","and so I'm sort of having to think through a couple of things that are at least in the background here, and I'll get back to that later, but at the mo","the first thing that came to mind was, you know, the question of whether the first thing that comes to mind is, in fact, the best thing that comes to ","I think, I think, well, you know, I'm sure there's some research that suggests that our ability to predict the future is a function of our ability to ","and the other thing is, you know, it's just this kind of the idea that it's really very hard to know what's actually going on with your mind in a situ","so I thought, well what happens if the car crashes? Well, I'm sitting in my car, so I have this kind of idea of being in a car, it's not like a helico","and then I was also thinking about the problem of how to keep the model's predictions within some range. How can you do this? One of the problems with","and I had the impression that the brain was moving, it was just kind of like the whole brain was moving forward in time. So for a few seconds I felt l","I have two things that I'm going to tell you, and you might not realize this, but they're important. One is that I can't tell you everything in this r","okay, so we're going to look at some of these, but the other thing I want to point out is that we can also take an approach to thinking and problem so","and they don't know the names of the species because we've never seen the names. So what we've done is we've looked at these images and then we've tak","the thing I'd been trying to do was to think about the things that I do on a regular basis that have a lot of value, or are useful, and then see if I ","the way I have learned is that you know, I'm gonna be, I'm going to be teaching in a week or so, and I've got a teaching program that I've developed t","and so the concept of a power is a pretty useful one when you start getting into more complex mathematical systems. You have the notion of a vector sp","so you can't get away with a lot of stuff, right. I mean, the reason why you're not allowed to be a criminal is because there is an organization. So t","The first thing that popped in my mind is a line from the Lord of the Rings book. Gollum. Gollums. They were always described as having this particula","It's like we're all in this sort of like a bubble, like a bubble. Like it's sort of like when you're in this, it's like a bubble around the whole gala","so that's why we've got to build that 9th, we've got to get a 9th planet there and it'll be a habitable planet and we'll build our civilization on","and the thing is that you know that we're using the same code on the server, so if it's not that you know we have the same code, the thing is you know","the idea of a new way for the internet that's a peer-to-peer internet. So, you know, instead of having the sort of, like, I think, like, sort of like ","I'm sitting in a car and I'm about to enter the tunnel and I think, I'm about to hit a big black hole, which is where the universe is going to end, an","I think they could also have a ... well, they could have a system that's like, that's more like a blockchain that's like a, so instead of each company","a little bit of my background knowledge about the topics that we're discussing in our class. I have a little bit more knowledge about the class than I","it's like if I had to give a lecture. I'm thinking of something, I'm going to get started on something, then I'm going back and thinking, oh, I forgot","I was just thinking about how I went to see the professor the other day and was talking about some of these problems, and they said something that I d","I was looking for a word that I'm using all the time and I don't know. It's something that I'm very familiar with in my life but I'm not sure if it's ","And so if it's all right if I say a word about, a few words about the first few of the things we talked about, and we'll go over that next week. And t","yeah, I guess I'm in my seventies now, I think. And yeah, you know, we've talked about like, you know the benefits of being in a group, you know.","I don't know what to do. I've got a lot of these things to do in this class. I've also got the exam, but I've got to take the exam. And I","and then, of course, I have this other question, which is a really important one, which is that the AI is becoming more advanced than people. And that","my head feels like it's going to explode. I don't have a lot of time. I'm not sure how much time we have for this. I need to make sure that we have en","okay, so I have to take a lot of the time to figure out where we are going to go on the test day, and how many questions we have to do on the test, an","I wonder how many people in the class are from China. I'm guessing a lot of people. I just finished my first year. I don't know where I'm going to be ","so this is how you do this. It's a lot of fun. It's very easy. So I'm not sure, but I'm thinking I'm gonna make a thing with this. I","[I] was thinking about this problem I had in my mind, like, if I want to do it, I think I should do it. Like, the first thing that comes to mind,","I'm going to have to go to the toilet in a few seconds. I have to pee. I don't know if that's going to be easy because I have to do a lot of other","So my car is really kind of like my brain in the sense that they're both not too good at starting and I haven't gotten it started for two weeks now, b","I think the second question is, how does the second question relate to the first? Do they have to do with each other? Do they relate to each other? Li","it was a great way to sort of find out where your strengths were, where you could use a little bit more of time to address. And then the last thing wa","I'm working on a piece where I'm trying to get some better control of what I'm doing. So I've got this idea about a three-part form, and I've got some","I am looking at the [IBM] data, and it seems to me that I need to make an assumption on how I am going to sort the data. I'm not going to be able to","I know. I was talking to a friend. She's like, well, I have a student. She's in a Masters of Business Administration program and she has an advisor th","And you're still having fun doing this? I mean, what is this? What's the point of doing this? What does it give you in the future? How are you going t","but it's the only thing that they're saying is that we have to think about things at a very small scale and I don't know if that's right. Like if you ","you know, like the 2008 stimulus package, that's like a very, very, I'm not sure, like, what the 2017 stimulus package is going to","I think that there is a way in which you can still get a lot of the value out of these old databases, but it's not going to be that simple to get ther","my brain's been a little bit more focused on the business of my company. So I guess the biggest challenge I had here is that I had a lot of... I guess","I know. You know, if you look at a lot of people, they have the same job in a lot of different places. If they do it well, then they have a lot of ski","[T]here's the [unintelligible] that's already done, which is great. There's the work that's going on now. I'm still thinking about it, which is","And we're going to be looking at, of course, the metrics of the financial world. We're going to have a look at how well these are working for our purp","a lot of people on here who have, I know, not just on this forum, but also on LinkedIn. So, it's really kind of, they're not being paid, they're being","and I've seen some of the issues around the public domain of copyright, and things like that and people complaining about it and I'm like 'OK, you kno","there is a guy who has a real interest in doing a lot of things, and a lot of different things. And one of the things that I am doing that I feel like","and it's a problem that is difficult to solve. I have an idea of what the solution is. The problem is, how do you build a community that's engaged? We","you have a new system, but you're trying to integrate that into your current system, so there's a lot of tension. How do you manage that, how do you w","if you start from the fact that everything is based on a priori. If you want to work on the theory that everything is built on a prior assumption, the","the sense of self, of ego, of personality, of identity, of ... is it consciousness? Is consciousness the same thing? I mean, the more you try to defin","my body and my consciousness are different things. This is something I have struggled with for a long time. My consciousness is basically a computer t","I am a programmer. I am writing in Java. I am doing a GUI. And I am also thinking of the future. So, I am also, as a programmer, thinking of the impli","the first problem is the second order of the first problem, the first order of the problem that I want to solve, I think. And I have the second order ","the study of the relationship between the different components of the body that have a conscious component, that have a consciousness, and the unconsc","the structure of the brain in such a way that it is able to have different kinds of experiences at different times in different places. For example, i","I remember this book called, I can't remember the name of the author, I remember this title: I remember a book that is written about the physics of hu","I don't know if you noticed, but this is a very small company. The board is very small, there's only, you know, the five of us. And if you can imagine","[there was] the very same thing that is in the article, the very same things that were described in the article and a number of others that were descr","I'm interested in what it feels like to have the first contact with an extraterrestrial. It's a pretty common occurrence in UFO literature. People who","I'm a young woman, and I've never been involved in any kind of formal religious studies, or any kind of spiritual studies, or anything like that, and ","so if you look at it from this angle, we have to look at it as, yes, the environment and the state of the world at the time, and the way that the worl","and you have to keep the people alive, they have to be able to stay in that place. That's why you can't let people move away. The people that are in t","it's an important thing, actually. I remember my first day at the university, I was a new student and I had never met anybody like that. I don't remem","it was a huge project and we had to design this, design, design the software and we had, we had, this was the time that I was, I was in a place called","but he was a child. A 15-year-old child, you know. And they took him away from his family because of his actions. And then his family, they tried to g","and I've got this whole bunch of things going on here that I need to do in my mind to try to make a business that I can go back to like that. And it's","I got to be a professor, but I got to be at the University of Texas in El Paso, in El Paso. I thought, 'Oh, we're getting a great group of people here","you know the one I told you about, I think the other one was about the, it was in the movie, in the movie in which they were trying to show that the c","and then, I was just in, I was like, I don't know, I think maybe you got a chance. And then, like, I got a chance to come here, I didn","so that would be a problem, I mean it's not like they would, uh, they wouldn't be, they wouldn't need, I mean, I don't know, the people that are","we have a group of 5000 people and they're all in 30,000 miles and we're going to try to send 60 people on a mission to","I'm so excited to start the new year because I think we're going to get some more good news, because we've got some more good teams on the horizon tha","So, I guess I'm just trying to get through this session, so that I can get on and start the rest of my career in a good way. You know, there's a lot o","I can see this in our future where we're not going to have any more military. Because we have this problem of not being able to sustain our military a","and the first one is the first one that I'm working on now, and it's a project that I've had for a long time, and it involves a group of young people ","what are the best practices for, like, how do we like, how can we like, what are the, like, what's the, like the, the, like most like important, like","my first instinct was to be like a spy for the country, the company I work for is a spy. We work for the company to protect the country, but we don't ","and I thought this was a very good idea. I'm not sure about the legal aspect of that. I'm sure that there are rules that prohibit that but, you know, ","and then, the second, that, that, you know, the second of those, is the idea that we could have a really long-term plan for our country that starts fr","and then it's, I guess, it's kind of interesting that some of the things that I do on a personal basis, on a work basis that I'm doing here, I do on t","The thing about being a father, I mean, I'm thinking about that, I mean, when I had my first child, and I was very young, I was 25 at the time","and that's what I think about that too. When I was younger, I think I got involved in the politics of the country. There's a lot of things that I don'","the government needs to make a commitment. We have a commitment. I think the government needs to be clear that this is a priority. And it needs to be ","I am interested in a new form of thinking. It is about the relationship between the way we think about our organizations, about our countries, our com","this is not a good idea, but I think if we want to be a long-term partner then we should have long-term goals for both the parties. We should have lon","I'm looking at these big piles of information and data and things that have been generated for me in terms of what is the actual impact of all of that","I have been reading a book on quantum physics which says that quantum physics is a probabilistic theory, and that a theory of the world in which you c","I've heard some of the problems, and they are very hard to address because of the level of complexity. There's no magic bullet to deal with these, and","the part that I can actually change my life and get better and stronger, it's the part that's really easy for me to do because I don't have to take it","it was really good. I was on a flight. I was going to a conference, and I was going. I was also a professor. I was not a professor. At the time, I","It's funny, because there's an ongoing debate in the media right now about the importance of having a mission in your life. So this is a part of what ","that is, that the other person has a right to expect that they will have the benefit of a complete disclosure on all relevant matters in all relevant ","the reason for that is, I think, that the internet is a place where it's very, very easy to be a leader, and that is really the nature of the internet","I have a very simple definition of the word. It's not what people are telling me it is. What I tell people it is, is that this is an opportunity. And ","you know, you know, I don't think that they're going to be very good. You know, the fact that they're not going to be able to help. You know? And so","if you think about it, there's a very interesting fact that I can think of, that if I don't know the answer, there are certain things I can do. There'","I was thinking about the next step. How could I do a good job in the next step? So, I'm thinking about this question. I'm not going to give a very for","and I guess it's important that we have a way to model, like in the context of a very high dimensional model, if we can have a way that models the unc","the first time I started my car after 20 years of not driving, my brain was screaming at me, 'oh my gosh, what if you're in a car accident?' and I","what's the difference between that and like a web? Because the web is also like it's like an object and it's like, but you can add more and more infor","and that is something that you know, like if you have a goal and you have a plan to get there and then you have the means to get there, but if you can","uh, my brother, one of my brothers, he has a family, um, his family, they're both very very high school, um, um, a college student, he has to work","I mean, you know, when you have these sorts of conversations, and you don't know the background of the people you're talking to, it's hard to really m","I had a little bit of trouble with that. I think you mentioned something about the [software] not being able to handle that, so maybe we could figure ","oh, it's, it's a funny thing, the way that you get used to people and, uh, it's like, oh, I don't know, you know, I'm not","yeah I guess I just I was like yeah I don't want to go to sleep. I just I don't like when it's like when you have to, like when it gets really dark an","I have a lot of money. I don't have that much money. But I do have enough money to make it through life, you know, with a little bit of cash savings h","I'm not sure what it is. I have a couple of jobs that I'm doing. I think there are a few more. But I'm not really sure about that. I think it's","I'll be out of my apartment on Monday, which will be the first day of the week, I'm gonna be in a hotel. I think I'm gonna have the same room again, b","I think that this is why I've been trying to work at work, because I'm in that weird spot, where I've worked full-time for over a year, and I still do","I feel like I have a lot of responsibility to my clients and the agency and a lot of things that I don't feel like I've done well and I'm like, this i","I am reading through an article that I am reading. And I'm just wondering how many of the people that read this article and have been using some of th","And so, in order to get good data, I think, you know, some people say, oh, I'm not interested in my work, and they put me out to lunch. So that","yeah, you're right. You know, we're in a place where we're like, we're kind of in the middle of some sort of a new normal in terms of our day-to-day","the whole world's just so much more complicated than that. And it's really hard to keep track of who's doing what and what's going on in different par","I'm just looking for things that have happened over the last year, so that I have something to say about, and that's in the past year, that's not in t","I have an idea that I want to try, where I'm gonna, where I want to put, I want to buy a domain name, I want to set up a website and I'm gonna","the stuff you do with your phone. Like if you want to do some stuff to your computer, you have to do it through your phone. It's like a two-step. Ther","okay, I guess what I would do is I would try to get a bunch of like, I would try to find some of the best restaurants in the city and maybe there are ","and that's a whole bunch of different things that would be nice to have. So I'm also working on a number of different side projects that I'm working o","what I want to talk about is my new book coming out that is about, I mean, this is kind of a big topic for me, like, what is the nature of time? What ","I was reading a book, the book that I read and I read, like this book, is the book that you gave to me. It's about the theory of relativity, and then ","I'm not sure if that's a good way to think of it because it seems like you're building these things. If you build a house, there's a lot of decisions ","and I’m looking at the clouds, the clouds are sort of like a map, you know? There’s all these little little dots, little little specks, you know, and ","okay. The 5th graders were very creative with their posters. They had, you know, some very well thought out, detailed, colorful posters, and it was ju","and that's really the difference between them. And they have different themes. One of them is kind of like a short story, like the main idea is kind o","and if I could come up with a little idea for a new project, I would like to do a lot more in terms of designing it so that people can actually use it","the 'convergence' of my attention, and that is the idea of bringing all of my attention together to be working toward a common goal or a common idea, ","okay so you've got the idea that you've got to do a certain amount of work every day on a regular basis that is going to lead to success in a long-ter","and then there's the idea that all these things have to come from a certain amount of knowledge, right? So we don't know exactly how we do it, but the","and you have a problem with that, because that would be a pretty good way of going about it, but you have a problem that, well, you have to make the p","I'm not going to be able to be a good teacher, I think. I mean, I have a very good track record, but I think I'm going to be a bad teacher. I","I've got the word 'creative'. I don't know how to define that. I guess it's the ability to make things up that I can't make up. And I think that's wha","so what I'm looking at is if you have a machine that can produce electricity and you have a bunch of energy storage mechanisms, and you can trade off ","the best thing about it is that if you want to start a business, you can do it for free. You can take any of these things that you have been developin","what happens when I'm lying on a couch and I'm writing a blog entry, a blog entry and I'm looking at the blog entry, I'm writing the blog entry. And t","what's really important in the future, it's really important for the human race to move in a way that does not, that we are not just growing in the si","my dream was about me being on a train and the train had to make a stop and so the passengers had to get off and get back on. So it was like a long, l","The idea of being a teacher of my own children. And I'm talking about teaching my children, not like, in a school, I don't want to take that route. I ","and in the context of the research, it's really interesting how the data is, the first couple of experiments where I was the researcher, and I was try","I think you could, but I have to be careful, because it's just so hard to work with them and there's not a lot of documentation that there's been a lo","I'm thinking about how this could be an experiment where the only way you can get your results is if you're doing the same thing on a set number of da","Okay, so now, I've done this, I've written down these notes and I've taken them into a meeting. What do I want to do now? Well, I could, if I","this is the big picture in terms of what is happening to people in the world. I feel like there's a lot of stuff that is just happening. I don't know,","[00:04:34.05] ... and I think that's actually one of the reasons why I'm excited about being a scientist, and being an entrepreneur, is that","I've had a number of things that I've thought about, I think. So what I've had in terms of sort of what's come into my mind and what I've thought abou","And I have a feeling that if you were to give a course in the future to a group of people, you would find that they would be, they would be more effec","and the more you try to do that, the more you'll be able to do. The more you have the opportunity to do that and the more things that are working in t","so you have a lot of energy, you're not running on autopilot, you're actively engaged with your environment, but then it's also important that you can","okay, and I guess we have the same relationship to the other person. So it's really important that the other person knows where the relationship is at","I know. So I'm, I'm thinking about, you know, people are always trying to think, I mean, to get these like the biggest picture possible, like you have","I have an idea about the way that people think. When they get a project to do, they have a high-level goal that they want to accomplish. And then they","I'll be honest. It's been a long time since I have been doing this, so it's been a little while. I'll go on a bit about what I do. I want to","okay. I know you guys are doing this to get your act together with a group, I mean, this is just one more group that's been done. We have to have more","you know the kind of person you want to have in your life. I think that there are certain people that you might want to have or you know, it might be ","I'm getting ready to start a new job in the next couple weeks, and it's really exciting. I have been working on a startup and been really excited to s","my son's birthday coming up. So, I'm kind of excited about that. I don't have a plan for him, but he's turning 18. And I'm going to get","I think it would be really useful to get a lot more data on the efficacy of some of the other things we're doing at the foundation, so we'll see if we","the fact that you're a woman is really good for your health. If you are a woman and you have a healthy sex life, that means you have good cardiovascul","I'm going to the library. I'm going to read about this, and I'm going to start writing some papers. I'm just going to start learning about the technic","I think that I need to take this thing with a grain of salt because you know I know that the model has a lot of flaws in it so you know you know in th","you know, I was at a conference last year on AI ethics and, you know, the idea is that AI will be, you know, it's very capable of thinking about probl","the big picture of all of this is that we are going to make the assumption that as we make this transition from 150 years to 50 years, we're going to ","I think if we're going to build a new office, we can actually have a very high-tech office in this building that is not just about, you know, having a","and then I think, if the next 30 seconds of my life is the last 30 minutes of my life, what can I do? I think that I'm in this position now","and, I was thinking about all the different types of things that you do and you would be surprised about all the types of things you would need to do ","we had a chat about some of our other work, including some that I had done in my role as head of research and development here at Microsoft, and also ","I'm an actor and I think that I could do this work in a way that's a little bit different. It's a little different than the way that a lot of the acto","I've seen an interesting paper that came out last year on the use of nanobots for delivering drugs to specific targets in the brain. This is a fascina","and so what the other day, I was just thinking, because I'm trying to write a book. And I've been working on it for years. But I've been getting stuck","And I'm going to, um, go back to the study and work on this, um, some more. And I've been, um, just trying to think about, you know, what","we are very much concerned with the issue of what we would call 'lifelike' models of reasoning. In the field of medical informatics and bioinformatics","yeah so I think a lot of the time like you know the things we see or we do that are somewhat similar to the ones that you see or you do that are less ","and this is, like, the thing about, if you're going to be talking to people about like, uh, you know, about, like, like, social justice and other peop","the problem with AI is that they're very, very good at things that you're good at, but they're not very good at thinking about what they're good at. S","it's sort of the other direction. Like if I had a huge dataset, I'm not even sure that a dataset would even be able to do this because it wouldn't hav","I think the future will be interesting. I think that a lot of people will be very interested in how they are represented by these models. And that the","it's been a little bit of a while since I had a long term project so it's actually very exciting to see that I can actually get more things done and I","and this is kind of an interesting thought experiment in terms of like what a high school dropout, what's it like to be a high school dropout in terms","I'm going to have to figure out a way to...what do I mean by...what do I want to do? I'm going to do some stuff to improve my health. It's probably","the thought was that, if a person was given a choice between, say, a dollar, versus, you know, the expectation that they could get some additional $50","this is sort of like when you get up and you go to the market and you see a product that you want to buy. And you go there and you take that product a","I think of it as kind of a psychological experiment, where you get people and you tell them that you're gonna be recording their brain activity at the","and so that would have a lot of people. I'm just assuming that that would be a pretty significant majority of the population. But I know that in our f","we are very lucky right now, because we have a lot of people that are working on this, so that it's going to get into the marketplace, and hopefully b","the U.S. Army's support of Israel in the current war against Hamas and Iran, and the other countries who support them, are going to create a very stab","[T]he United States is one of the richest countries in the world. And the average citizen has access to more food, more material goods, more comforts,","I was looking at some statistics, the statistics about the number of people that have been diagnosed with autism in the last ten years. In the last te","[t]here's been a lot of studies done on, uh, what's the word I'm looking for here? Cognitive dissonance, you know, where people, where people are in","we can do it with, like, like a, a 750 dollar computer. So, that's kind of a, that's a huge, huge drop, uh, in, in","And then I realized that I had no idea of the reason for my life, and I didn't know what was going to happen next. And that was kind of scary, and kin","we have been talking about how it might be that there's a way of using some of the data that we already have, which is the data that was collected for","I think it's kind of neat. I mean I've got a lot of problems, but I think that in the end you don't really have to care about the individual problems ","I'm not sure how I'd do that. I'm not sure how I would do it. It's probably pretty expensive. You know, the expense of, you know, the research that go","there's a couple of different ways to do it, I can't remember right now which one it was... I think it was the one where there's a certain amount of t","and then I'm thinking about the fact that I need to clean out some of these drawers and some of these cupboards in my office because I think there's a","I've got my hand here and there and here, and I have a picture of what my hand would be in a particular place if I was trying to grab a piece of somet","this is the kind of thing we're trying to get at, as well as the way to write the code. It's not clear yet what that is. So, for example, in the past","and a bit like I'm not really in control of it. The brain is saying that, 'This is what I'm going to do.' And it's like I'm just kind of responding to","what I was working on for a little while was the idea that, I mean, there's a lot of interest in things like like I think it's a pretty well-known pap","I am still thinking about some of the stuff that we had talked about with respect to our model of the brain. So we talked about the fact that the brai","and you know, one thing that's sort of occurred to me is that we're sort of in this sort of in-between of the post-PC and the pre-PC age and we're in","I'm sitting on a plane. And I'm listening to the sounds of the plane, I don't know if the plane is starting to take off. I'm listening and I'm listeni","I was thinking, I'm doing a lot of thinking right now. I've got a lot on my mind. I'm thinking about a lot of things. I'm also thinking about what we ","[the] things we have learned or things we have been exposed to, or things that we have read that are interesting, things that we've been thinking abou","we talked about, you know, the relationship between, the relationship between the content of what people are doing and their, and their, their, their ","the next step, and I think this is actually very important, is to look at what I would call the more global aspects of the program. We had been having","that's what I mean by it, it's like you're a real-time person. So the way I see it is that if you're a human being and you're part of a global system","a lot of people have a lot of trouble with their mental health, and there's a lot of stigma associated with that, and so they don't want to go to the ","you know I think what is going to happen is the big event in the United States is going to be the pandemic is going to get worse and it's going to get","It was the year 2030. It's a future where there are multiple realities and multiple realities coexisting. There is this one reality, but you have to b","So the point here is that these are all different. One of the interesting things is that the more you work with a specific religion, or specific group","I've been thinking a lot about the question of identity. How does the brain develop into an adult identity, how does it change over time, and how does","I'm very interested in the history of this stuff and also the technology of this stuff, and the reason why is because I've been to the 9000-plus site ","and it's not the same, but it's the same, and it's the different. It's the different and the same. In my work, I have a lot of things that I have","and then the next year, I'm going to be able to go and do some fieldwork and I'm going to find out where they live and where they hunt and where they ","And so I was kind of like, that's when I started thinking, oh my god, this is a problem. I mean, we have to be able to look at these data. We have","the things that are really important to me, I'm not sure that I understand. I'm not quite sure how to even start. I think that if you have to think ab","so, there's a lot of ways in which you can look at this. You can look at it from the perspective of, okay, it's the, the social, social network that w","yeah, it's kind of hard to have a sense of progress, a sense of accomplishment, a sense, because it's kind of the way that we do things is that we hav","and then in the end we'll be here on the Earth and we'll be in a situation that's quite different because we'll be able to access more energy in the u","okay, so I think about this a lot when I'm traveling. I like to take vacations, and I like to go to different countries and get a sense of different c","we had a good year last year. I think this year we're going to do well. I think the markets will stabilize a lot, and we'll have a good year. I'm not ","The right wing is completely insane and is in complete denial about what happened, but what we've got here is a right wing government and left wing vo","you're going to get a bunch of different outcomes, a bunch of very different outcomes that you would expect from, from the general economic policy, yo","I guess there is some element of truth to that but, you know, if you were, if you could have an argument, I'd be the first person to say that the argu","so it's a little bit of a weird position for me to be in, right? I mean, you know, I've done my best to avoid conflict here, but it's also true that","you know that in the beginning of the 20th century, there was a debate about whether the brain was like a computer or not. And there was a very famous","And then there were 2000 or so who got arrested, and then it was a matter of 1945, 1950, 10 years of containment","and I think that we're in a different place than we were in a generation ago, I think that it's become more important, as a result of the digital age,","and it was because there were different levels of funding and support for different kinds of universities and different kinds of departments. And I re","we've got a problem with a big one here. I think in the next two years the U.S. will be unable to continue to live the way that it has. It will have t","I have this idea of taking a year off of work and trying to write a novel. I'm a writer. I do writing. I teach writing. I think it'd be very productiv","that I have never been as interested in a book as I was in this one, that's one of the few things that I've come up with. I don't know what it is abou","I've been thinking about the nature of the universe and what is there, and what is not there. You can say it's the dark side or you can say it is the ","this is all just, this is all the stuff that you're not in the control of. And so what it's going to take is a fundamental shift in how we think about","there is a lot of noise. There is a lot of information coming from the environment. A lot of information being processed by our brains, which has an i","I have a car accident and my car gets destroyed, but the data in my car is still online. Now, the data in the car, the car is still here and the data ","and you're right, it's just not like, that's not an ethical issue that I have with this particular thing, because they're, they're doing, they're gett","just got in from a drive with some of the people who I've been working with and it's been a great time, and I'm just thinking of the people that I wor","And I think that if you take a look at the world of business, then that's a problem that a lot of people have and you see it in the business world too","I'm not sure, like I'm not trying to figure out what is the best way to go about that. The whole point of it is it's the process, but I think in the c","And then you go to the bank and you pay that fee and then you send money back, and then it gets delivered to the recipient. So you're really sort of m","I don't see a big difference between having a laptop with a screen on the table, versus having a big screen on the wall and a mouse in your hand, it's","I want to get a book that has a picture of a computer and I want to see the motherboard and I want to understand how it's all connected... I don't hav","(4) 2024... (5) 2524... and then we can go, the first half of the day is going to be just for a little bit.","the entire reason the universe exists is because of our conscious beings, the conscious beings are the most important thing. They are the most valuabl","I am thinking of a table. The table is a flat, two dimensional surface. There are all sorts of things on the table. This is a very common arrangement.","... 1,000,001, 2,000, 002. This is a huge number, and I've actually got a paper on the way","right, so we have 2021. We have the same problem as 2016. So there's the same problem of the pandemic, right? The pandemic problem. So","the things that I'm really working on are, I mean I have two children in the school system. So they're at home. They're not at school. And I'm trying ","[I]n the beginning of this year I was thinking that it is great to be a part of the family and then after some time, you see that the family is really","and I'm going to do a presentation, and then the other day I was in the middle of my presentation, and I forgot I was a woman. And the first thing I n","and then I get a bit of a break at lunch time, I just thought I might start my day with some time at home, as the kids are off school for the weekend,","we could do a podcast. So that's great. Um, I actually think it'd be good to get on a podcast, I'd be on a podcast soon. Um, because I've never","it's the thing that is always on the surface of your mind, which you kind of take for granted that, 'Oh, that's normal, that's the way I have to think","I'm thinking about, uh, the, uh, [I'm] thinking about, about, uh... uh, the idea of the, uh... of, uh, of a, uh...","And I mean, it's just like, the more I've, you know, the more time I spend with people, it's like, I see people who are trying to be productive. And","uh... a lot of things... uh, in this area, I think, especially with the age of uh, uh, social media... uh, and uh, and the internet... it's an","yeah... well... yeah... I guess... like I was saying... I... it's the idea of, uh, is it in my opinion... I think it's a great idea to have more","I'm looking at a picture of a dog and it's a picture of an elephant, a cross-eyed elephant with a large trunk, it's the kind of elephant you see in th","well it's pretty much just like, uh, my usual workflow. I'm, I'm on a laptop. I'm doing this stuff and I've got a tablet right here, which is for","okay so there's something about the thing where they're giving a name to the thing where you have that like there's a kind of a like, um, the names li","I'm going to be at the dentist this afternoon. I got a new tooth and they're going to put in a metal cap, or whatever they call that. And the reason I","So yeah, so you're gonna say, oh, okay. It's gonna be like a... like a full cycle. It's like you're gonna, you're gonna... it's gonna be","I don't know if you've seen, but the new iPhone, they have an eye that...that detects you. Like you walk by the door, and then it's like...the phone k","I can't tell you, but you know it's going to be some sort of a business meeting. This is probably going to be my last business meeting, because I don'","I mean I guess this is how it goes, like there's like a team of experts that work together to come up with like a plan of action. And then the CEO of ","we want to use a lot of different types of resources, a lot of AI and so we can leverage those things like generative AI and then also, I mean we can ","and what I've been thinking about a lot recently is like, I mean, we can have a lot of really interesting discussions about the nature of time. I'm go","so I'm thinking about the ways in which you can see people that don't have any [?]. I'm thinking of what that might look like, like if you had a, you ","the moon is almost full tonight, you know, I remember when it was full, it was a moon full of fire and there were some fires going on, but you know, t","a new, much simpler version of the game, this is what I've come to understand about it, the game is, you have to create a new version of the current v","And then I'll get to a point where I'll be able to write more code to do it. And that will be more efficient, but I don't know if it'll be more effici","I just realized, we're talking about an area of the brain that has been identified in a paper recently that's been published by my group where we show","and then there are the people who say they're going to run their business but they don't run it. I mean, I'm a business owner myself. I have a lot of ","and the first one is, what's the one thing that if you do that right, it would make a big impact on the environment and the people in it, what would y","if it's going to be 10% of the population, that's a lot of people. That's like, 6.8 million people that's, that's that would be","I'm on a diet. I have a calorie count of 2000. So I can eat anything I want, it has to have less than 200 calories, and that","a bunch of other people, just going on and on and on. I don't know if I can talk to all of them, because they're going on for weeks and weeks and week","and I thought of the fact that that was the point where we decided, when we were deciding the number of days to build it, that we would decide the num","well I'm talking about how we want to be able to keep these people safe, right? If I am the head of a research program, right and I have all of these ","the people are... the people are people and people are people so they're... the people have to be... and the people are, well, we've got a... we've go","And then they'd all go up in smoke, and then they'd start to grow. And they'd just be really tall, like trees, like a lot of them are right now, and t","this is the most important one. I got to get to work on this. I need to get the data. I need that data in here, and I need to make it. And I need","and that's where my mind went. And then I started thinking about what we did last week in the lab and all that stuff. I'm like, okay, cool. I'm going ","you know, like that's why I have a good memory for some things and a bad memory for other things. You know, it's not that I can't remember everything,","I'm thinking about a conversation I had with someone. They were like, you know, if we had to have a system where we had a person who would be like a d","okay. So, the last time we were here we were talking about what to do with all these old, old data and everything. And so, what's the, what's our proc","I am in a lot of meetings. I do a lot of meeting. So I think it's, it's the real. You know, it's real important to be able to manage your time","we're talking about the situation right now, where we're in the middle of this pandemic and everything, and how do we solve it? I think the first thin","I'm starting to think about my role as an engineer in the workplace. I'm really thinking about my role in the workplace as an engineer. So what are my","and there's a lot of the old stuff. You know, people are so scared of going into these different projects, whether it's a merger or something, or goin","and they're talking about some sort of a technology that's going to replace a lot of the physical infrastructure, right, in a lot of places, and they'","I have a lot of thoughts. They can be about anything. I think about things, I think about people, I think about my own career, I think about what I'm ","the first time I worked on a new thing. It was a project for my undergrad degree. I was in my second year. It was the last semester of my second year,","The next thing I've got is the thing with the government, where I'm going to be working at the University of Texas in the next year. I don't know if i","and so then the way that they can get at it is they're trying to make sure that there are enough people in the country, in the United States, that can","this is a big deal to be able to say that, that, that the whole thing is about the development of the country. But I guess, I guess what I've really l","I know, right? I think that, well, I know that they're, it's not going to be perfect, but they're going to have to put something together, a little so","you know that when you think of a problem in an organization, and you're in a meeting, and you say something, and you do the problem-solving, and it g","I'm trying to figure out how do I get from here, from a certain point, to a certain point? You know, I want to be able to have the data and the knowle","I am working on a problem where we are trying to do a better job of monitoring what we do and how we do it to make sure we're really using our resourc","there was a whole bunch of work in this area that was done on the development of the immune system and the microbiome, the gut microbiome and the rela","and it was a lot of different people who were just making the best of what they had. So I remember just that really big shift, in terms of the people'","I've been thinking about the whole notion of what I call the 'cultural heritage.' When I think about what I know from my own work and my own experienc","It is not just the issue of the distribution of resources for education that we have to think about. What about the distribution of education itself? ","[I] was thinking that the 'neoliberal' world view is so prevalent today that we're thinking of ourselves as part of the system, rather than a differen","I want to live in a world where everybody has access to this. I want to live a world where every citizen is a researcher. I want us to have access to ","so I'm really glad that I didn't work in the middle of the last pandemic because if you think about it, we all have a responsibility to help the world","I'm reading a book of the stories of the Jews in the Soviet Union. It's not a book that you can buy on Amazon; it's actually a book that is only avail","And this is the other thing that I'm really concerned about, and that we don't see much in this world, which is the importance of being able to make a","And then a big concern with the new school, is that you have a lot of older kids going to that school, and they might have the same concerns, the same","it's really funny because when you look at how we teach you in school and we give you different topics in your curriculum, you'll see how your curricu","and so then they just sort of like get you into this whole framework. And then you can go out and find out the best way to teach each person. But you ","I'm looking at a group of people. And they're all over the world, they're from different cultures, they have different religions, different languages.","you know, I think about this whole, the whole social justice movement. I'm kind of an older person, you know? I have a lot of experience and I see so ","it's a very, very important issue because the only way to really get at what is important for a company is to just say, 'Hey, look at the top 10 peopl","and then he's like, oh, and then this one thing is the problem is this, which is, well, this is what I see the problem is, if we have an AI system tha","a new thing... what's that? New... I can't even think about it. But what if the first time you did something, and then you learned something from it, ","what we did in the past was to give an additional class to each of our students for a few minutes each day. So that we were doing this for like the pa","So if you can say yes to the next question, that the way you got there, like the way you developed the skills and the knowledge and the things that yo","So we don't have any more specific ideas on that right now. We know that we have to create a more formalized process for tracking data from the variou","I'm very worried about the long-term impact of this, and the way that, you know, the COVID pandemic has caused a lot of people to, you know, delay or ","and then you take that and you process it through your own thoughts and then you try to interpret that and then you figure out how to integrate it int","you know, and then we'll go back to the same topic of what's going on in the world in the U.S., in the world. And what are the ways, if we're going","the idea of people who want to live their own lives but aren't able to do so, for whatever reason, are all over the world. People who want to have the","[t]here are certain ways in which, uh, one can get ahead in life, but one is always at risk of uh, the government having an eye on you and not giving ","I guess that we're all connected to some extent, right? I mean, the more you know about this, the more likely you are to know that there are a lot of "],["I had to pay the telephone bill. I have to pay the bill for the house. I can't remember the name of the man who gave me the telephone bill. It's alway","that's what we need. The big thing is that we need a good leader. We need someone to take responsibility. I mean, that's the problem with a lot of peo","I'm just curious about what you would do. If you're the kind of person who would have done this kind of thing, if you were the person who would go bac","And you know, I think about the other students, too, and I wonder what their thoughts are, too, you know, like, 'You know, I wonder if they think like","you know, I can't imagine what it's like to be a human. I mean, if you look at it, how many years are we on this earth? You know, what's going","a lot of times I can remember a little bit of the situation, what they said, but then the words don't really come to me. I'll get to the point, and th","and that's what happened when I had a cat. ... And so I was in the hospital and the doctors were worried that I was going to have a stroke and they ga","I'm just talking about the 1820s or the 1920s, that sort of period where it's so bad that it's just going on. And what's","and I don't want to, you know, make a mistake in my own family, in my own personal life. I have two kids, and I don't think they've got an example in","I had to give the patient to his wife... and he told me, 'You've got to give him to my wife.' ... It was a long, long way, but it was a very","now it's that time of the year, when the weather turns from warm to cold, and then to snowy, and then all you've got is 60 days of summer. So, the","you know I'm not doing so well, you know. I'm doing okay, but I'm not in the best shape. I mean I got a good job. It's been hard to get","I'm going to have to find a new job. I've been here for over a year and they don't pay me enough. They don't pay enough for my time. I've worked all","okay. So now we're talking about the different ways in which people can lose weight and gain weight and I think the biggest reason is people can just ","[P]arallel universes, uh, quantum mechanics, that's very interesting. I don't think that I'm really understanding that well. And uh, I think there's u","it's funny how this whole thing about being able to learn and being able to create a computer is really similar to how the human brain works. And it's","and they'll come and look at them. And the thing is, is that we've got a lot of experience with them, a lot of our experience with them. And so I gues","[this] is going to be the first time that I'll be doing this in the [3rd] dimension. In 3d [3-dimensional] we'll be going into a larger region","we have an actual meeting and we're having some talks. There's a lot of questions. You're not going to have that sort of meeting, but you can see the ","but the other is a little more difficult to do, so we have to do the other one first, and the first one is the one that we have to just show that we c","And you know, when it's very, very hot, people have a very hard time to be able to work and that's what happens, you know, and they might be like, why","yeah, so like in the... in the video, so, the, the... the, the first video that I saw... was a video called 'Why I started this video'. And, that","what I was saying before was the other person's thinking, the thinking of the person who's the other side of the coin to the person who is my thinking","I remember this one time, when I was like 16 or 17, and I was really into like this whole like, I don't know, like the, uh, the whole","and so I got this email and I was like oh, so now the university has these kind of a like, you know, these kind of, these kind of things. Like a like,","yeah, so uh, I guess I'm really like, I mean, I'm just like, I'm an old guy and I have to figure out a way to kind of do this, because","and then I realized that I had just realized that I didn't have the time to learn how to use this because I wasn't learning it at home, so I have to h","well, I think I'm gonna have to go into a state of some kind of, I don't know, where I can, I mean I can make things happen, I mean that's sort","and so that's a good point. Yeah, the thing with a lot of like the people who like, they have to be in the middle of their jobs to think about these t","so that's why you're all those numbers right there because you know there's not like, that's the main reason we're there, because we're looking to exp","[in] the study of quantum mechanics, you know, which I've never really, I haven't really been a big fan of, but, you know, it's, I mean, it","And if we look at the way in which these technologies are deployed in our society and what their impact is on the economy and the society and the worl","I guess there's no way that the government will ever do anything to prevent nuclear war, right? Because, as a matter of fact, the idea is that they're","and then if you look at the actual data set that we've collected, what's happening is that the data set is becoming more and more complex, it's not ju","okay, so I think what you need to do is to actually have a bunch of data points and then you can go to a machine learning process, and that's the sort","and so you're a little bit more difficult, you're a bit more of a big deal for a lot of people who are working in the industry. And it's very difficul","a bunch of people I know, you know, just are like, and I'll just say some people, you know, it's a big corporation and you have to report to someone, ","I'll get them to give me a $10,000 cash gift, if I can find any, which would be $15,000 to $20,0","that's why I'm going to do this, because it's not just like, 'you're going to write a book.' You have to come up with the content and, and then, you","okay, what am I going to do tomorrow? So tomorrow I'm going to go to the store and I'm going to buy some stuff. I'm going to try to get a few more min","what happens when I use this tool? What happens if I use the tool, and I, for instance, use a certain amount of time and I'm like, 'Okay, I'm going to","and the next step would be to think about the project, that we can actually think about the next step, which is to think about what is going to be the","And I would say the current trend in technology is, they've got a new operating system, they're going to move towards a new operating systems, and the","It's a good question. The challenge is that, obviously, this is very limited. There's a lot of things that people are doing that we're not capturing, ","I was thinking about my mom, my mom has been diagnosed with Alzheimer's, and I'm thinking about the future of how she's going to transition her care, ","yeah. Well, that's how it started, so I started trying to do it myself. But there's been a couple of times where the system, the machine was kind of d","I have a question about the results. I think I may have been able to find a few bugs in the code. I'm not sure how to fix them. I think there were a f","we know that this is just a rough estimate, because they do a lot of things behind the scenes, and some of it may not count. So I can't be sure about ","so the answer is that the whole thing's going to be like the two sources, one source and one destination, so I'll go, okay, so I think, you know, the ","the data here are actually from the first half of the data set, which is the 2016 version of it. So this is the data that was used to train the algori","so the model that's there in the front of the slides, I guess, is that that would be a way to look at that. So, yeah, so just basically, so you would ","a lot of the same words, because it's a very large vocabulary, and it's a little bit different because there's a lot of time spent on the front end wi","yeah, there's the idea of trying to have a high-resolution MRI of the whole brain, and then to take that, and then look at all the sub-regions of the ","we're just going to make a little chart and then we're going to run this, and we're going to plot that and see if it's significant. So, here's the ide","[I'm] not sure how to write about the work, because the work itself is very specific, and I don't have a lot of background on it to really be able to ","I think one of the things that the participants have had to do, and I haven't done this, but I think it might be a good idea is to keep a kind of a di","and if you don't know this, that the number of these cases is actually pretty small, and the fact that this is something that is often, in a lot of pe","I don't think I want to go. I don't want to go to the beach. It's going to be so hot out there. And I think that there's a chance that my car","okay, so the next step is the... I would say, well, the next step would be to look at the different factors, and then come up with the best overall pl","I think I'd like to become a game programmer in a small company because I could focus more on my own vision and the vision of my team. It is also good","[and] that's the problem is that when you're doing that you have to have an understanding of the type of work you're doing. And if you're doing, you k","but I have this idea to build a library. You know, the way that they build these kind of libraries and all they are just like these huge, these huge, ","I see, I see the big picture, I see a few details, and I see, and I'm going to write down the details of the project here, and I will do the same thin","I had a dream a while ago of this house, and I was kind of a developer of a house and we were trying to put in these water systems and we were kind of","and I have an idea for a book and I want to get it out there, right, I want to make this, this book and it's like, you know, a lot of the content","and I'm sitting here with my wife and kids and we're talking about we're going to be on the way home, and we're going over to a new house, and we'll b","I'm going to take this and go down a few feet, and then I'm going down here and I'm going to start making a couple of these, and then maybe I'll take ","and the other one is the other one, so they are both kind of the same, but it's like you know the other one has like a very small footprint, the small","this is what I'm thinking about, I'm not sure about this. Is it like the space station thing where you get a bunch of things that you are doing and yo","it's not going to be the same as when we get to the hospital. And we're gonna start to do that, but then we're going to take the kids. We're gonna bri","it's sort of like that... I guess it's a little bit of... that was actually one of the first things... that was one of the... one of the main things t","and then they're going to be, they're going to, they're just going to go through this. And so, this is where the big problem comes in with that, I gue","So, I've been doing the thinking on the top of my head. I'm not going to use the computer. I'm going to use this one, I'm going to do it all on","it's kind of like a super-detailed simulation of your brain running. I don't know if the brain does this or if they're just simulating it, but there's","I think that's the one that's going to make it. Yeah, I'm just... yeah, I think I'm going to make this work. It's going to be... you know what","yeah. Right. And uh, so, you know, so, so uh, so what, what's what's the one thing that is uh that, that is the best example of a,","Oh, okay. I can go into this with a question. If you don't mind, I will ask you this, and I'll be done with it, I think. I'll give you","I think you know how to do these kind of problems. Like if you're given an array of numbers, how do you find the mode and the median and the mean. Rig","so if we have to put that, let's say, this is the first thing that came to mind. We're gonna go with that. Then if we're looking at a chart like this,","I'm thinking about the current state of affairs with the United States, in terms of its influence in the world, and whether there will be any future. ","I'm not sure what the question was. I just, I've just been thinking about the idea that you could take a single sheet of paper and draw a diagram to r","I was a bit concerned with the fact that they are now using an arbitrary system and saying that this is an arbitrary system to distinguish between two","The [system] of this is going to be that it will be that the main part of the system of the model is that you're going to be able to write a program t","that is, we are in the loop, and we can then look at the data and make decisions. Now the problem is that we are still dealing with a lot of uncertain","and you don't have a lot of money, or you have to save for retirement, so you just want to maximize the return per dollar and minimize the volatility.","if there are n't any, it's not an accident that's why it's a risk. The way to see that is you could go in with your own private thoughts. You can go i","11 minutes later... it's really hard to think about the topic without actually knowing all the relevant details... but if we just had a general idea o","okay, so it's been a long time since I've really used the term 'apex,' right? So what's the meaning of apex? It's like the top of something. So like","so that means that there's like a bunch of things that they're just not going to see in the first place and that's just kind of a way that they're goi","I am going to go ahead and I am going to talk about how my day was and how I thought about my day. So my day today was going well, but it was a little","I am going to have to, like, go to a website, which is going to be like, probably the main thing that I do, so, and I will, like, open a browser","I'm a 59-year old female. My name is Sarah. I work at an engineering company where we design and manufacture systems, like the kind you see on the spa","we had some issue with our inpatient psychiatry that was in a building right here in the same building with us, so we were able to use that to house p","this is all the stuff that's already on the platform that's already being used for this work that's already a big deal, but is it all well tested and ","that's interesting, that's something that I was reading about in a magazine. I mean, one of my friends works for a tech startup and he's working on th","this is what I'm doing. I'm doing this thing where we've got to do a lot of code review, and the code review is a lot of work. And I've got to take","a lot of people don't realize that you can't do that. You know, you have to build up that trust factor. And the only way to do it is, you know, to jus","and then when they're going to get back to the university, I was thinking that would be really cool if they could actually have, I'm not sure what it'","so you have to do some thinking. What are you thinking about? And you have to be very honest about this. Like, it's a lot more than just the question.","And so, in a way, I've kind of become the type of person where I'm really focused on, like, learning the material. Like, I'm really into it, and so I","the two of us...we have the opportunity to get to know each other and we can have a better understanding of what's going on in each other's life. So t","it's about a place that I'm currently in, which I've been at for a month now, and this is the first time that I've ever had a job with a remote team, ","and there's a couple things that are in the works that I think are really good, like, I think the [INAUDIBLE] [inaudible] is gonna be a big deal,","and you know, my mother in law is really pushing me to do it. It's, uh, she's had a really great career and is, you know, we're just trying to figure","And, you know, if you have the same conversation with your family member, and you are the one that is saying, you know you have the burden and you kno","and so, my dream is really that I want to see us have an education system that's really built on a model of people. And that, that you're not trying t","so the idea of doing that is, in some ways, it's really hard to think of because it's so... I don't know, it's like it's the, there's not a","and we were talking about how to get better at your job. I mean, that is like the reason I'm here today. I'm trying to figure out how to get my job do","[I]t's been a long time since I've been to a physical therapist. I think they do a lot of physical therapy now for all different kinds of diseases. Bu","we'll say it's really important, but I don't think there's much of a point in really being super specific on the timing, if that makes sense, just bec","so, uh, I was in the store. So it was a really old store that was going out of business and they were doing a special clearance. And so I was in there","And then we did a project and we did a lot of this. So we're in a classroom, so the professor will just ask us all of these questions. And then we wil","I have an example of this. If you have a blog, then you're a part of the internet, and it's an extension of your brand. So for example, if you're an a","[about] how do you measure how many people are out there, that you're able to actually be in the field and get people to buy products from you and hel","my wife and I are getting married, we're actually getting married this Saturday. So we're really excited, we have a whole wedding, and we're looking f","we're going to have a 50% discount for the whole year, right? The whole year? That's great! So what I would do is we're going to do a lot of","the number of women with a college degree or post-grad degree has gone up and this is because of the pandemic, right, it was the pandemic that caused ","And they have all these different positions, these different views of things. So, I'm just saying, I have to make sure that I have a good understandin","and, in fact, what I think about my experience is that, even though I think it's really hard, I'm not sure, and I haven't been able to say what I want","yeah, I'm in my car, in my car. I'm at the top of the stairs. I'm going to go out into the world. I'm on the top of a ladder.","I mean, it's just... it's hard to get that in the short term. You know, I have to find out... like, I've got a couple of courses I'm taking,","what's the problem with a new model of the world? I don't really know what's the issue with it. I mean, I think it would be a huge, huge improvement. ","uh so I am going to go out for a drive. I think I'm going to be out on the road for a little bit. So uh I am going to be I'll be heading towards","I think it's probably something to do with the way that people are... they're becoming more and more, in that they have the idea that they have to be ","I've got to be able to get my kids to a certain level of proficiency with the reading comprehension test in order for them to get into a good school. ","I don't know what happened to the study that was supposed to be published on the impact of an opioid crisis in the U.S., but it seems to have been pul","okay. So, let's say that you are given a budget, and you want to figure out how to get the best deal, given a bunch of different services. So, for ins","there's a lot of people who are coming back with a lot of money, a lot of good money, and I'm wondering if they're going to keep their money in the sy","the main thing to think about is the reason that we are doing this, and what it will take for us to have this. I think there are two main things, and ","I have been to the hospital, and I have been to work, and I have looked around the neighborhood. And I have seen many interesting things. One of the t","the current president is Donald Trump, is that a bad thing? You know, it's interesting to me that the United States has been really successful in a lo","And then, like I was just saying, there was some discussion at the top level of the organization, I mean the board level of the organization of this p","so I think that it's important to see the other side of the coin, which is that it is important for all of us to be able to support the people who are","and I'm thinking about, well, it's like this: you can think about something that is, that is something that has a lot of benefits that are, that are a","[there's] a lot of that... it's a lot of a lot of work and a lot of thinking and a lot of hard work and... just that the process itself is very diffic","and the idea of what it would be like to be able to just run and run in your 20s and 30s and then slow down a bit in your 40s","and this is the point where I really feel like I need to write, like I'm getting closer and closer to something. So, this is kind of a milestone to me","we don’t have a great deal of data at this point about the long term effects of AI on jobs and on employment. It is very clear that we are seeing some","I think I have to be a bit careful, because the results I'm getting are actually a bit of a shock to me. So, I want to see if I can explain those, if ","okay, so that's going to be a kind of a... a long-term process for me and it's going to have to be ongoing, but in the near future, I have a couple of","I'm not even sure how I feel about this. I mean, if this was a place like California or Oregon or something like that, I think I would be all for it b","I'm not sure that is right, but I guess the point of the test is, you know, the question of whether there is something that is at least at the moment,","it's quite simple: I think, I say. It's not that I have to say something, it's that when I think something, I just say it, I just like to say it","I was at a bar. It was an American bar, and the bartender said, 'Would you like a beer?' 'No, thanks,' I said, 'I don't drink.' He was","this is an important project because I'm involved with the National Security Council, the Intelligence community, the Defense Intelligence Agency, the","And I thought about all these other companies that have all been successful with this. For example, Amazon. I know, I've done a lot of research in thi","[T]hat is a very, very difficult question. But, I think the thing that is more important is, I think it's in the first place the fundamental idea, tha","And so when I was doing the training for the program, the first thing that I was given was an exercise where I was asked to, when you are in a meeting","the part about the beginning of the year. So the beginning of this year I decided to work in a startup called Credible. And as a result of that work, ","So we've been doing this for some time. This is the kind of stuff that was very common during the early part of the 20th century and it was quite popu","I was talking to somebody and I was thinking of how there's this kind of tension between the left brain and the right brain in how you think. And then","that's what we're trying to do and that's what I've done. So you know we have our 20 years, 30 years, of research and we're working to build","I was wondering about the [pilot project] I was looking into in the past, about [the] way that they had [their] program of work, [their] design, [thei","and I've been doing the same thing in my career and it's been very important because it's just kind of a very simple thing, but it's very important to","it's actually more interesting to see what happens in a situation where there is no more obvious feedback and where you have to make your own judgment","[the] idea of using a robotic arm to help with people who are paralyzed is still very new, but there's a lot of research in this area, and one of the ","what's the thing that's not happening here? I'm talking about the fact that people have different mental health problems, and so we've been developing","this is what I do, when I have a bunch of these tasks, I will look through them, and I will sort them by this, what are the things that I know from th","and you know, in the last year, the things that have been bothering me were all around the same issue and they were just a bunch of small changes. So ","and that's actually pretty interesting because I was just looking up the names of the countries that have the most COVID, the highest rates of COVID, ","you can see that's a huge improvement. In the previous generation, they had very little access to information. They had to be a bit more active to acc","and then you have to think about what's happening. It's like in the matrix, right? I don't want to say anything about the matrix, because I don't know","and then there's all these things that are happening on a large scale that are happening that are affecting you, or are you, you know, the things that","now we're in the age of a lot more data than we used to have, but I think you're right that the amount of information that we can actually process at ","it's going to be a little more difficult to keep that in the air, but the more I think about it, the more I understand why it's there, so I can more e","the goal is not to write down words, it's to actually get the brain to be active and not just sitting around in a passive mode, or just thinking about","I see what it is. I'm trying to visualize how the algorithm that was developed to predict the stock market might look like. It's a little bit more tha","it's a matter of probability. ... it's a matter of being able to predict what's coming. It's a matter of knowing the past to understand the future. ..","you know what's funny? When I think about the idea of time and I think about time dilation, then it's the same time dilation, you know, when I'm talki","and that's an important concept. I think that is the point that is most important to make, is that I believe the most important point in science is th","it's not that I think of that as a very good use of a computer. I mean, there's probably, in a world where everything is on the computer, a lot of thi","I was looking at an article in the New York Times that was talking about the rise in the cost of energy and how it's going to have an impact on our ab","that's actually a good way to think about it. It's actually a good idea to think about the fact that in the past, we've seen some pretty significant i","oh my god I have a problem, I just saw the new film about the atomic bomb and this is really a scary thing that's going to happen, and we have to real","so it's very interesting that you would use your brain in a way that actually does not require conscious control or thought, and it does not have anyt","I'll start a new paragraph. Let me think. Oh, I've done this before. This is called the Fibonacci sequence, right? The Fibonacci sequence is where you","I remember a moment of intense fear from about 12 years ago, when I was about 29, and I was working with this new client, and we were doing a dream in","the most important part of the session is that you want to look at how we're going to set up the data for this experiment. So we're going to look at a","I am doing this because I feel that it will make me more effective and better at what I do. I'm doing it in the name of being better at my job, and al","I just had a thought about how it would be interesting to make a chat-bot, as opposed to a traditional computer program that you'd say is just a progr","[00:16:39] Now I'm thinking about a computer network. What a computer network is. I've never had to write a program, and I've never worked as","and I remember there was a game called the 'whack-a-mole' game. It was very popular in the 90s. I was part of a team in a 'whack","I just woke up and my son is in my office and I'm trying to make sure he's not cheating on his homework and I think he's been doing a lot of that. He'","a couple of months ago I was doing a project where I had to do some kind of a speech recognition project using an off-the-shelf software program and I","you know, I have this idea of just saying, you know, if someone has a problem, I'll just try to explain the problem. And if they don't understand it, ","so the next one, so I've got my email and I've got an excel file with 10 different data sheets for different classes, but each sheet is going to have ","and I'm thinking about... a... I mean the... what are... the... I think the... I... what the hell are the... I mean how are the... and I'm thinking...","I mean, you could go, you know, there's, there's no one right now. So it's actually like 1,000 people. Yeah. Like, uh, you","I am going to have a brain surgery. I know that they're going to do a whole brain surgery, which means that they're just going to take off my cortex a","okay, yeah, we're going to need to know that it's a two-part model of, of the, the the the, I, I guess, the the, the, the human being","[ ] ... so it's pretty hard to do that on a single machine because a machine's kind of like a bunch of little separate units, like the CPU and then li","(breathing), (thinking), (breathing) (thinking) (breathing). ... (thinking) ... (thinking)... (thinking)... ... (thinking).. .. (thinking)... .. (thin","if I think of a triangle and I think of the side lengths. What are the properties of the side lengths in an isosceles triangle. So there's one side of","that's sort of my approach, I feel like, I've seen so much in terms of a lot of things I've had to build, but I also know that you're looking to sort ","if we don't use a lot of the data, then the result is very skewed, we can't rely on the model. I would have to do some analysis on the data to see whi","... and I'm trying to get some insight into, like, what the rules are for this particular study of the rules, the study of the cognitive model and the","you can't really talk about what you want to talk about, like you can't talk about things that aren't related to the present, like you could say, like","and in the middle of the session there is a break where you are asked to try to imagine an imaginary person, an imaginary situation, a task or an expe","I don't know why it's a question of 6 or 12 months. I don't understand. If I have a thought and I remember it, it's a thought that is generated","I don't know if that is true or false, but I know that's true for me, because I know that the world, the universe is constantly changing. The universe","so we see that all of these things are so, they are in some sense, it's not an observation, it's an understanding of what we're seeing. In other words","[the idea] of an object existing, of a thing existing, that's not a real thing, but something that we can imagine and conceive, but that doesn't exist","And then I went to a party and I was trying to drink a glass of wine. I was drinking it, and I had an image of a glass of water coming down my throat ","[I am] thinking about the world, thinking about this world and how it's come to be as it is. I'm not sure that I can change it but I'm not entirely su","The thing about the world is that it's not stable, you know, it's always changing. And I'm trying to do something about that. And in fact, the one thi","this is one of the things I don't think is working with me: I don't feel like I'm getting any feedback about the things that I'm doing. If I do someth","I'm going to stop here because there's a new phone that I've been thinking about getting, so that's the first one. The next one that I'm thinking abou","I'm working with some ideas right now, and one of them is, 'I'm working on some ideas, and I'm starting to see that the most useful way of talking abo","the last part is the same. I think it's very important because the last part is exactly when I started to see the AI and how we can build it and how i","I want to see if I can do some of the work in parallel, or to some extent in parallel, because it might be, the idea might be to say that, okay, I nee","and then it's a pretty simple matter really because you're talking about the basic physical, basic economic factors and what's going to be, how do we ","I'm still getting the feeling that this is going to be a really long process and I'm still not quite sure how that process is going to work and how mu","yeah, so, yeah. So, yeah, so... it's pretty much like the idea of having a list of questions, and, you know, and, and asking them all at one time","the thing that makes the difference between the two, as far as I can tell, is that one of them is more flexible in terms of how it's presented and how","I mean, and that's not the end, and I can just show you how this works, if you're interested in how this works. The end of the experiment, I mean the ","it's just a model that I'm working on. I'm trying to work on a model for the financial system of a country. So this is a financial system. It has the ","what's interesting here is that in this case, it's really important to have some kind of framework to put the different approaches together and see wh","so I've got a whole bunch of things to do, but I'm going to have to deal with this in the next day, in the next week, but I've got some ideas about ho","I remember that, uh, this one was about, um, about my daughter. So she's now uh, uh, she's uh, she's almost two years old now. And the interesting","So this is basically a study of the mechanisms of thinking and problem-solving in the human brain. So it's very, very basic science. We are very lucky","it's not just you and I, it's us as a species. So it's not like, I mean, it's like the species that you see around us that are much older than us","so if I were to look at that in a way, then it would be a case of the degree to which I think I was able to shift from a more basic sort of intuition,","just about 10-20% of people in the world that have access to a cell phone have been in the last five years. That's the most dramatic increase. And I t","and I think you know that is the most important aspect of the field because people can have really diverse views on this but it's also important to be","and I was also trying to figure out how do I know if a question is answerable and a question is unanswerable, I've been thinking about this question a","and it's really about like the real-time and the post-hoc analysis of data. And I think that's actually where the difference between data science, dat","I'm doing the same thing with my wife. It's funny how it's not about you, you're just doing your job to keep the world functioning, but the world func","we've talked about this, but I guess if you've done something good, like you've created a product, right, that's great, and you get rewarded, and I th","so if we're looking at the use case, like a use case where we have, I think it's like the case, where we have one piece of data, and then we have, it","and I'm wondering, if I were a manager, I would be very happy to have someone who could do things that they didn't know how to do, but they didn't act","So it's about the 'social capital' or 'social capital assets' and I guess it's about building that in the early years of your life and how it relates ","okay, we're in a meeting, and I'm presenting a slide presentation. It's a really important one. The company is going to go live with this, and so ther","the future, it's something I'm kind of, you know, that's a future I'm really concerned about. So in terms of the, the future is kind of a big, big foc","I mean, if there is a more efficient way of doing things, like I've heard this and I have been using a lot of the stuff I've heard over the years, but","you know, I had a conversation with someone, this person that I know, that was the one that's in the executive level, and we were talking about a diff","Okay. I was just thinking about how we've been talking about the internet and how the internet is kind of like a mirror. Right? I mean it's kind of li","I was wondering about how to actually set up a research group at the end. I'm trying to figure out like how to do that, because, and then, yeah, that'","and I would say that I feel like a person who has been trained in a particular field and then they move into another field. And it's not as though the","The brain, that's a little more complicated, so I'm sure that there is a whole range of different areas. One area of the brain, which is interesting, ","now let me give you some ideas about how to implement the technology... I think I'm going to be able to do that in my home with just the materials I h","So it's really, um, what I'm trying to do is, I'm trying to understand the human genome, um, in the context of all the other things that we're trying ","it's hard to remember what the plan is. We know that, if we know what the plan and we know what we are doing, we can make things better and we can mak","I don't think we need to be so narrow about what is a computer, we need to allow for some amount of what are not computers, or what are not software. ","if the right kind of research were done, it could be shown that if you really want to see that something is a thing, the right kind of experiment can ","I'm saying that I'm a little bit surprised because, even though I know how it works in this computer, I'm not sure how I should proceed with this. So ","if you have to go, it's not going to be an accident. If you have to go you're going to have to be able to be prepared for that. So you have to be prep","I'm going to be in the same position as in the last session, I'll be lying down with a couple of things, one is the question, the other one is the sol","and if you add that to the fact that it is an exponential curve of course, and the curve is still going to go up and as time goes on and the fact that","okay, I'm at the grocery store, I've got some kind of an emergency and I've got to get the things that I need to get through the emergency. It's a sim","and then the idea of the price of a cup of coffee, and what it would cost you to get it, and the idea of what would you want, and how many cups you wo","I have this problem. I don't know how to do it. I need to make sure that my... [inaudible] I need to find the right... [inaudible], right","18.30, I'm on my way to the train station, to go back home, so I can start working on the thesis. I have two options. Option 1.","this was interesting. I was thinking about how the next year would go. And I've got a lot of big things going on in terms of, you know, my work, you k","so, the main thing is to make sure that the training and testing are done well, so that the overall results are accurate and reliable. So, the idea is","you know what I thought? I thought like you know, the reason why I'm in the position that I'm in right now is because of the lack of opportunities tha","I'm going to get a bike... I want a bike... maybe a used bike... I think I want a used bike, yeah. I'm not sure exactly what I want. But I want","it's a good thing I'm in a group because I think, I think people who have never done this stuff, they might feel like maybe they don't have anything t","so you know the thing is you can have your own idea of how to make your own website, which is very difficult for me. And the only reason I can do this","and so we'll also have these, we'll also get to the part where we have to go to the other side, and there will be people who will be doing this. I mea","And I got to thinking about it. You know, how many of these things that we do, you know, have you ever had this experience before? That we've like, I ","and it's really hard to be like, in this current moment, to be like yeah, we don't know. Like, it's really, you know, I think that the community has a","you know, the world of course is not always like that, but a lot of the stuff that you see in the media, you know, and a lot of politicians and whatno","that's the thing, I was thinking, this is a great thing that we can do, but that there's just not going to be a lot of people that are going to come i","and this is what I was just saying about the whole thing of just wanting to be more engaged and like having a little more purpose and I think I don't ","what would be good to do as a business to help the development of the students, and then as an organization, the student organization, the school or t","I'm sitting in a car driving down a road. It's a beautiful day. There's a lot of trees, there's a lot of vegetation. I'm sitting back in my seat and I","it's interesting to hear it. When you think out loud, there's a lot of things you just don't say, and so it's interesting for people to hear what the ","there's a bunch of things that I think are important, there are two things, you know, there's the thing of like, what's my purpose, and there's the th","I guess the first step is getting into a room, and then getting your brain working, right? Getting the brain working. Like, what is the main goal that","I've been thinking about what we're going to do with our research data. I'm thinking about different things. We can use them for a couple of purposes.","And then we talked about it, and we were like, well, maybe the fact that we're able to make people do this is going to be something that people are go","if I were to have a kid, I would be like, I would do some work to understand them, because, you know, I've seen a lot of problems that people have in ","I think we've made a lot of progress as a species over the past 500 years, 200 years. But I'm worried about the 100 years going forward","we are trying to make progress with that, and that's the big question for me. I'm not a big fan of the big picture. I like to see the little details a","I know that's what you want to do. That's what you do want to do, and you want to make it happen, but it's hard, it's very hard. I have to","I'm not a big fan of the 'this is a market failure' approach. I'm not a fan of the government telling me what to do, especially when it's not my probl","And I think, okay, so I'm not going to worry too much about this. This is probably not a big deal. I will just wait a while and see how the situation ","so there's, uh, there's the possibility of a world where the United States or China or Russia or whoever, the big powers of the world have a very good","I can't think of what it means. But I'm very much interested in the idea. The idea that people are going to be more empowered to change their own syst","I'm not sure whether the best way is to write a book in which all the ideas in the book are correct and that is what people read or whether it is bett","that it is, if you have the power to move from A to B in 3D space. So, you don't really have a choice in that. That's just the way it is","that's one way of thinking about it, but you also have to have an understanding of how you're going to communicate that to your audience, whether it's","I have this theory that the world is actually a kind of a simulation and that we're being simulated by a simulation machine. It's actually a kind of s","and then the same kind of thing was happening on the other side, the opposite side of the planet, and so I was like, 'well, if you can actually change","I'm very interested in the future of humanity because of all the current problems. The current problems are, for example, the climate change and the h","And so it's really quite amazing how these things come in, and it's really fascinating to see these different threads of thought and how they kind of ","I was watching the TV. I had this weird feeling, it was like I had no control over my body, it felt like the world was going to come apart at any mome","I mean it is a way of thinking about it that I can go through a couple of things and see what's the best way that I think we could be using these syst","what you want to say is, well, it's this idea that we want to focus on, and that is, that it's all an illusion. That the way that we live now is reall","[it] would have a major effect on all these things. We all have this idea that we're the same in terms of the physical, biological stuff, and that's n","The 'cognitive science of language' has been the main focus of the language field, but I don't see this as the best way to address the questions that ","the most important thing is to find a way to make the human mind conscious and aware of itself. Consciousness is the only thing that can save humanity","I think I have a problem here because there seems to be no single goal in the world. I think I'm trying to solve all the problems of the world. We're ","and so we have this sense of a universe of possibilities, where every situation is just open for action and possibilities and so that gives us a huge ","So there is a group of particles called bosons that seem to be able to get into the same quantum state. They seem to be doing that not because they ha","so the question is, what happens when the mind is unstructured? Is there an alternative to the mind? What happens when the thinking, the processing st","[W]e've already done the [mental time travel experiment], so now I'm interested in the fact that [we are] going to a place and we have a [destination]","the current study, and how it is related to the work that is being done in this laboratory and its relation to the work done in other labs. And I can ","so you could put it in the right context of a 3-D context where the atoms are the quantum field, and the fields are interacting with each other throug","the world of our internal representations is actually a very rich, rich world. In fact, if you look at what are called cognitive maps in neuroscience,","the concept of the wave function collapse is that it is something that happens after a measurement and then the state is determined by that measuremen","and then I had a thought about that. I've been studying this problem of, how do you find the area of a triangle? And you have different methods. And t","what does that look like? In other words, what is the thing we're talking about? We're talking about an event, what is that? What is an event? Well, y","yeah, so that is it, that's the idea of a local minimum. I just thought of another way to describe it, so in a way, the way to think of this is, you","and you know, we're very concerned about how to have better information flows in a distributed team and how to have a better collaboration between dis","okay so this is a bit of a re-write of a previous exercise. So the idea is that you're going to do the same sort of thing we did previously but you're","what if you were given a lot of data, and you needed to make a decision based on it? What would you do? You would have to decide what to look at first","my first thoughts were: I'm trying to figure out what a data science professional does, what the skills and the capabilities are. What are the specifi","it is my favorite color... I guess the thing is... it is my favorite, like I'm a person that has a favorite color. I could do with all colors but I gu","you know, I have a plan in which I'm gonna be able to take any old input like, 'hey, what's the best way to make a pizza?' and then I'll have it","I'll go to sleep. I'll have a dream. And I'll wake up in the morning and I'll think 'well, I did it', and I'll do the next thing. And","so I think one of the problems with that is that it's like we just had this debate in class a few weeks ago about like how to analyze and interpret da","so, I have a few things that I want to mention here and now that might be relevant. So, I want to start off with a couple of things. First off, we hav","And so I'm working on a project right now. I have some thoughts about it. I have a blog post in progress. I have this blog post in the planning phase ","we can make progress in this area and in this area by developing better AI models and algorithms and that's one of the things that I'm hoping to be wo","oh, I should start by telling you what the goal of this exercise is. I want to look at how people's mind works when they are not consciously working o","I'm a pretty bad player of guitar, I'm actually a very bad player of piano, but I've got a lot of experience of that, and that is actually my day job ","and I think of this thing of me being a computer scientist, I'm doing a lot of research on AI, on the computer side, and I think of it as something th","I guess I want to study this: if the image is generated from the image of the previous frame. So I need to look at the images and try to find the comm","I'm going to try to explain how a particle can interact with itself in a quantum mechanical system. In the path integral formulation of quantum mechan","it's a lot easier, it's a lot more comfortable for you when you're on a computer and you know that you can look back over your work at a later time an","I'm going to be honest, it was the last week of the project, and I was feeling stressed, but I was trying to push it out. I had a little bit of free t","I wonder if it's possible to make some kind of a survey. The idea of the survey is, that, you know, the data, the raw data, can be put into this syste","it's not really that hard to learn it, but then you need to learn how to apply it to your code. I know you know how to write code. So, the real value ","I'm not really interested in being able to do the work, so I could do that from any other computer, but I am interested in being on the right track, a","I was thinking about the concept of a business, right, like a business as a whole is really what it does. So you have to have a concept to figure out ","yeah, this is a lot like this kind of, like the kind of, you know, the kind of things that, you know the way that a lot of us are trained in school to","and the other one is the one that we want, the one that is more useful. The one that is going to be, it's the one that's going to be more efficient. I","this is this this is the key question. This is the key. So the key is that you you start the start the program. You need to have a program to have an ","and now we're in a new world. The new world of the Internet. So, I'm sure we all agree that that's a really exciting time for us because we all know t","you have the brain that you're using, and then you have the brain. So you know, like you say, like the brain in the box. Then you have the AI brain th","and then there's the question of, how much of the genome is used? And how much of it is not used, and how much of that is junk, how much is actively b","and the thing is I was very scared, I was like, oh man, I hope I don't get a computer that I can't use. Because if you get a computer and it's like","I think that it's really hard to do. I mean, if you're not doing a task, like a job, that requires a lot of thinking and you're not focused, your brai","and then I would just think about it a little bit and I'd like to see the result. I could do that from a few different angles, different times of the ","I have a problem with this because it's a very complex system. I mean, if you start looking at, I've got to say, what I'm doing here is pretty bad at ","I'm trying to think about my life and it's interesting that my life is kind of like, I have a number of different identities. I'm a mother. I'm marrie","I just thought of a thing. I'm going to send a bunch of people into the water and tell them to measure it to the nearest thousandth of a liter. That's","I've just finished a book. I had a couple of questions about it and so I talked to the author. He's an expert on this particular subject. He's actuall","I'm very worried about my kids' schooling right now. So my kids, I have a daughter and a son and I'm a homeschooling parent and that's a very stressfu","there's this thing where I've seen it before, but I can't remember what it is, it's like I used to have a TV, but I don't have a TV anymore. And","I was reading this book yesterday where the main character was a guy who was going on a mission. So, they were like, you know, a bunch of guys that ar","I remember a time when I was young when I was in elementary school, and I was at this party and we were having like a math contest, like a math compet","and so I'm trying to do my best to figure out how to work with these guys and you know, as far as the course that I'm taking I have to work with a bun","I'm working on this, and we're all sitting down on Friday, and we have to start, and there's a big group of people, and we haven't really done a lot o","and then I've got a couple of more classes after this, so then I'm gonna get back on a bus, and I'm gonna be at a college in San Francisco for four mo","and then there was a guy on my campus who was running for the student government, and it was this really interesting candidate for me. It's been reall","I'm really surprised that nobody in the group has actually done that, so you know, I don't even know what I'm talking about here. It's really strange.","and I got out of that job and got out of school and I was looking for a new job and I was thinking, I can get a new job, I can do a lot of things,","and then you know you're trying to like you're trying something new for your job and you're like, what's the right thing to do? How do you you know, l","I think what I need to do is I need to get to the root of the problem. It's not about the cost. It's about the quality. The cost is always going to be","I don't think I have ever seen the end of my career, because I've been working as a software developer and architect for about 20 years. It's just a c","and so what I've been thinking about, it's it's a little bit more complex, but I'm going to give you a summary of it, I've been working in this compan","I just need to do something with my hair, so I go to get a haircut, I need to get my hair trimmed. And that's gonna be a pretty big project. That's go","Okay, so we have this model here that says that we're going to have a bunch of data that are going to come in and that we're then going to do some kin","and then we go to the hospital and then they do like a spinal tap. And then we go back to the hospital and they do the spinal tap. They don't know wha","Okay, let's say, okay, there's a bunch of things that are like, well, I mean, if it's a car, there's all these things like, well the engine,","I don't think that that's a very good idea. I know that if I was a general, I would have to send my troops in some way. I'm not sure if the general is","And then I'll go into the area that's covered by the first 14 pages, and then I'll try and do this thing that I've been doing a couple of times and ju","I mean, like, the way the universe is like, like a collection of objects. So if I want to get my, I want to put an object in there. I know the way to","It's all the same thing. I've been thinking about it the past day or two, that one of these days the robots are gonna take over the world. Because the","we can see the color. We can see the shape, right, as it's going to look like the shape. We can put the color in, we can put the shape in. So we","uh so that's like, like that's a, like a, like an example of a, like, uh, you know, I guess it's like, I'm going to try to describe","so you got to make some time and I think for me I have a lot of time I can make so that's why I can work on a lot of things at once and that's what's","And we're here today at the conference and then I'm going to start talking about this, this topic on the board that's the first one, and I'm gonna jus","this is the fourth day of my week where I am writing this report for you, so far we've done some writing on the introduction. We've written on the met","I guess, the thing that I find most interesting about this particular set of problems, that the test was built around, is that I find them all of them","I am an administrator in an organization where we have been using an all in one printer/scanner/copying machine that has been part of a system where w","I think the reason people use, um, have people use Google or Amazon, they have that kind of experience that they can go in there and find a book they ","I want to be able to think about things and have the time to think about them, but the problem is that it's always on my mind. I don't think you're go","and then I think about how it's been. I think about the kind of data that's been coming in from the experiments that I'm running. And then I think, oh","and I'm working on a problem with some clients and I've been working on it, and it's going to take a week to get some of these client's, the data that","and I have to go into an interview with a very big company to talk about this thing. We have to talk about all kinds of things with them. I'm the only","[t]he...the...the...I was thinking about...the...my...the...what is...the...yeah...and...the...how do...[the]...[the","[I]f you're looking for an [architectural style] for a building that has a lot of glass and you want to be able to look through it, you'll want a glas","I'm thinking of a process. How does it work? Well, this is what I know. I know that we have a number of processes for generating code. And then we hav","I've been doing a lot of this, and it's been going well, but I'm kind of getting to the point where I can see it in the next two to three months, I'm","oh, I'm thinking about a project where I'm trying to create a better understanding of the process of thinking by looking at the way our brains are wir","what I can say is that I think there's a fundamental difference between what I've seen of what's been done in the 1970s and what's been going on since","I have this picture in my mind of a guy with a long black beard, and he's just like an old black guy from the seventies, but he's got a really long be","I have this one kind of idea of what I might do if I had to give a presentation and it wasn't the standard academic thing, it would be a little bit mo","[the] word [of] the moment. In this case I think the word of the moment was that you know there's a certain amount of chaos in the world, but I think ","you know, it's just that I think that...if I had to do something like that, then I would want to do it in a way that doesn't really cost that much tim","I'll try to write a blog about what I thought I'll say, just because I wanted to try it, I mean I want to try to write it, just because it's something","I have to get this, this article done. So I'm working on this, and then I'm just going to read a little bit, and then put my notes in the right places","and then I thought about all the different ways that the different different types of cells work, you know, to repair the body, like, for instance, bo","so I know it's good that I have a lot of money, but I don't know that I am going to spend it. So I feel like I have a little bit of anxiety there abou","okay, so let's get to the project now, let's get this thing on. What I was talking about, what I was saying there was that I was trying to take a step","the first time I saw you, I was in the shower, and I was in my house and I was watching you on Netflix. And I remember you saying something like, like","I have some of them in my car, but I don't have time to put it on. And I guess I don't get a lot of time to work on it. But I will probably","what's funny is, I think you know the first thing that comes to mind is the question that you're asking yourself, like what are the things that are, t","I was reading the first paragraph of the third section of the book and the first paragraph was saying something about how you know that the thing you'","So they're saying it's like it's almost like a single cell of a brain or something like that. The first thing that they say is like, you know, like, a","I'm not sure how to answer this question. I guess it would be similar to what I have done in the past when I've looked at a new question. I would have","if you think of a particular function. You know, the function is the mapping from the input to the output. You can do this. You can express it in a co","so we can ask questions, but it's not really a survey. Like in a survey, it's always yes or no. But we're saying here, why don't we start with that.","we need to remember that what's going on here is a change in the number of electrons in an atom. If we want to be able to make a model that shows how ","I was thinking about the problems I had with the big machine. It's a computer and I can't do anything to it. It's not like a computer I've used before","So, let's take this example. Let's say that I'm a data scientist. I'm working in a company, I'm doing some research. Now I'm thinking about how to bes","and the third question, what's a good strategy for the next question, in general? Well, for sure, that's the next question. But in terms of the specif"],["I have no idea why I have this idea. I think I'd have to see it, I think I just had this idea to write it down. I think it's a pretty good idea,","I think I can see a picture of me at my best, and I'm at the time when I'm the most successful in the company, but it's a bad picture, because it's me","I'm thinking of something that I remember from when I was little. It was a Christmas story. My mom used to read it to us, and the thing is that it's n","this is a very important point. In terms of the universe, time is a constant. Space is the variable. Time, as in a fixed frame. Space, as in the dista","that's the one that I have to have in order for me to be successful and I know that I'm going to be successful. I mean, I know I'm going to get that t","and you know, I mean, I don't know if the technology is available, but I wonder if the human species is ever going to develop a technology that will a","I think it's that we're just... well, there's some... there's some evidence that the brain doesn't really have a 'reality check.' If you're looking at","and then you'll look at a bunch of other stuff and you'll say, 'well, that's not gonna work, that's a bad solution, I'm gonna go with this, that,","we don't have a lot of people out there that are willing to be the first people out of the door in a situation like that. Or the second people out the","and then she had this one book and they had a lot of books in the library and it had been a big deal, and it had this one guy in the front that was, y","there is a couple, they're both doctors. One is a family physician, the other is an anesthesiologist, and they got married and they just started a pra","I was playing cards in Vegas and the other guy had a bunch of poker chips and I thought it was a little bit weird. I'm not going to say it's cheating ","I don't know, I don't know. I don't understand it. It's just like, oh, my God, there's like, what are these, these these little, I mean","and I don't think that the man who's looking at that picture has any idea what's going to happen. If he just looked at that picture, he's going to go,","I've been on a bus on a train before, in the middle of the night. Yeah. And I think I can't remember the last time I was on a train. Maybe two hours a","and he was supposed to take that, I think it was, 12 or 14 days ago and take that off of the ground and put it on a shelf and leave it, that","that's all I got to do is that's all we got to do for the day, yeah, that's all, and that's it, and you get to, that's it. There","I was at a party a while back and they had some kind of watermelon. Like this big watermelon and they cut it open and they had it like a big big salad","a lot of the time I will just think, I'll sit down and just think, and then I'll go, I'll just write it down and I'll, I'll try to turn it","and then it just sort of like started to feel like I was getting into the, you know, the house and it was just, it was just like a little like a littl","and then it's like when you're sleeping, and you're dreaming and you're having this really, really good dream, and you kind of know, you're like, 'Oh,","um. Uh, I'm thinking about the sun setting and the moon coming out and it's like this whole little world is going to go and I'm gonna die and I'm like","you know, I'm so tired of feeling that way, you know, and I just need to feel a little different... you know, maybe I'm just trying to look up the wor","I'm going to talk about this. And then I'm going to start to make a song out of it. Because I'm not a very good singer, and I'm going to make a song","you have a question, you know? You have a question? You have an answer to that question, you don't? You do! Yeah! You do! You do. And so what's","And then he said, 'It is not because you are bad, it is just that you are different.' And I'm just gonna stop here, and then I think I'll just make a ","yeah... well I just realized I have a great song to write, but I can't think of a title... you know what the title should be? The title of the song sh","a picture of this huge room where this is a stage and there's this giant staircase down there. I'm standing at the top of the staircase, and there's a","so I'm thinking that's my dad. I'm thinking maybe I'm on a plane. And I'm thinking my dad is in this plane. I'm in the sky. I'm saying that","so what if this is the third one and I don't want to be the first one that has to do this. Well, if you're on the third, you're not the first, but","a circle. I'm making a circle. I like circles. I'm like a circle. Okay, I'm not going to try and draw a circle. Like, I'm making the circle.","that's a big thing. What's a big deal? That's a big thing...Oh, wait a minute...I think I forgot something. Oh no. Oh wait, I forgot about the","I am a data scientist, and my favorite programming language is Python, so I guess I am a Pythonista, and Python is an awesome language. But, like, I'm","and then, just a few things, you know, a bunch of things. I guess it was, oh, a long time ago. I was at some, at some conference. I was a","So the answer is: I don't know what this is, I don't even know what I'm trying to say here. Like, I mean, it's kind of like, this is kind","this is what I do in the morning before I leave the house. I walk the dog. I take the dog out for a walk. I usually walk him for an hour. So I do that","we are in the middle of a review session, and I don't know if I should put the solutions on, but I want to do that for tomorrow's practice quiz and I ","and there's a question about a particle physics... particle physics problem and I'm not sure what the question is... I think I have the answer... I'm ","this is actually interesting because, when you're thinking about an idea and you're not just going with the flow or the process of thinking through a ","I'll be back at 7:30, then I'll be on my way, and then I'll look at the code to figure out how the code works, and I'll start to","so it was just like the time that I was in this building and I was working for this one company. So I would come to work here. I'd come to work like o","And that's, we were doing a little bit of some of the math in the group and it was a little bit of a challenge for me. So, I was like, hey, this is","I think I just have to learn how to do that. I just have this really weird feeling like I can't quite figure it out. So, I can just basically have thi","um, I can imagine doing a project like that and using an agent based model. I was just thinking that for the first week or so, we're going to just try","a few thoughts on this. This is the first time I've actually seen an AI agent. I think that's a good thing because I think we can start building syste","so if you wanted to do the same kind of thing on the other side, I don't think it's going to be that difficult because there's not that much in the wa","the idea is to take the big problem and try to solve it. Now, it is very difficult because, you know, you have this massive number of objects. So, one","the goal of the research project. The goal of the project is to study what are the effects of the use of generative AI on the intellectual development","I need to find the right book to read, the right book with the right chapters and the right focus so that I can actually be able to say something abou","[my mind is] always being asked to do a lot of different things and a lot of things are being asked of me simultaneously and the challenge is to say w","we have to be more careful, because we know that a lot of the research, a lot of what is published, is not replicable. And we need to be aware of that","it's interesting how some of the ideas and topics I come across seem to be related to the question of how we think, and how we make decisions. I feel ","so there's this other one that's not that connected with a lot of the other things that are really useful in the work that I do that has been a useful","so it's important, that we need to create a culture within the organization that can say, 'hey, we're not going to be the ones to have to go out and p","my mind is open, I feel like a lot of my thought processes have been automated. I'm not sure I can fully articulate why, but I feel like, especially a","we've got some old friend, a friend in the area. They're having some of the same issues, and we're just kind of doing this as an experiment to see wha","I'm getting tired of this. This is the third session. And it's getting more difficult. I'm not sure exactly why. I'm more willing to be vulnerable. I'","it's very interesting actually, because you look at how I'm thinking about it, I'm not actually thinking about it in any great detail, because I think","and it's also like a very interesting, the concept that like the mind has to have a certain amount of time to get to the point of like the conscious, ","I can remember it was a couple of weeks ago. We were just working with the model and this is a bit more like the actual model than the earlier ones, s","that the big issue, the big question in my life that's bothering me, is like, 'why should I do anything?' I'm really thinking about that a lot. How do","And the way that the students are reacting to the current situation that they're in, that it seems like there's a lot of uncertainty about what's goin","[the idea is] to start by having a very high level of trust, which we can see happening now and it's also what the technology will be capable of. And ","I don't know what to do. I don't know whether to go ahead and do it. I don't think we've been very careful in terms of how we've presented our case. S","there's a lot of people in the field of cybersecurity, but a lot of those people, they're just security experts. They don't necessarily know about sof","I remember when we used to do these things and I would sit around and go, okay, now we've got the entire list of what you can and can't do here, okay.","a lot of people, you know, really do have issues with it. They can be the worst, they can be the best. And they can be all of the above, you know? And","I feel like, you know, the, the people in the industry are doing what they're doing for the wrong reasons, and I think, I mean, the only way that I ca","So, you know, like, there was a couple of years ago. I was just, it's not just that I was just thinking about this, but I was thinking about this stuf","I remember in the 90s when I was a freshman, my roommate and I would sit down and just have a 45-minute conversation, you know, just sort of share our","it's a bit of a mess at the moment. I just got back from a trip in the States and I've been working on the project in parallel and then the company ju","that's where it is, there's a little bit of a concern, in particular with respect to the number of people that are able to continue to work, given the","we have, I guess we have a lot of stuff to do, in the future, to deal with the climate change. We've talked about climate change quite a lot and we ha","and it's a real... well, it's a great... it's a very good thing. I mean, I've worked with the University of Washington and they have a program which i","and then he's really making the business decisions, but then when he does that he has a team that has to help him make those decisions. And it's more ","I've been thinking about this problem, the problem of whether to go and make my investment decision in the U.S., and I'm thinking about all the risks.","okay so we have 90 days for our first project. I'm not sure how that's going to work for me. I don't know if I'll have that much time because I also","I'm going to think of some ideas for the project. I was looking at the other stuff I did, and I think, yeah, I think my best idea for this was just go","the other side of the brain, which is the right side of the body, is also very important in the processing of language, particularly, that is, non-ver","the big difference, right? is the fact that we can now build a system that we can actually use and deploy for a while to do some work in production. P","and I'm looking at the next problem. I've got to write some code to do this. So I'm looking down at my code that I wrote in a previous problem. And th","I think the key to doing this is to find a way to test the system. To build a test system where you can feed it a bunch of different examples, and you","I was watching a show that I've been watching for a few weeks on Netflix called 'Black Mirror', and I was trying to get a sense of what the show was a","well, I'm sitting here, you know, just, um, just thinking about, well, maybe it's a good idea to maybe, like, say, just, just to kind of have","okay. The most recent news was the thing with the hurricane and the flooding and how they're doing things. Right? And that, I mean, so I can't say I'm","I remember working at the library. I'm not sure, I'm not certain that that's where I worked at, but it's at least a time that I worked at the library ","I'm going to try to find some ways to help myself. So one thing I did do was I started to read more about this sort of stuff and so I read a lot about","I think I want to try and maybe get some kind of research or an understanding of maybe the different ways people think. I think that's important to do","there's a guy out there that's, that's working on, trying to get this whole thing fixed up. So I mean, if I can just get this, you know, the, the","I'm a little worried because I'm on the other side of the world and the world's coming to an end. There's so much going on. I don't know what's going ","I'm still worried about that, and I guess, and that's probably why we're seeing these people are in jail in some of these cases, because they didn't g","and it's actually just the kind of a problem where we have to think about whether it's better to take on some of the issues and create a regulatory re","there's something about the world that is kind of depressing and I can kind of see it in the sense that the world is going through an energy transitio","I feel like this is a little bit of a risk for me as a teacher to take that position. So I don't know how successful it will be, but it seems like I'm","and it's the same for me in terms of I have a lot of really good, really smart people on my team, but it's almost like if there's a lot of, there's a","a lot of the stuff that I'm saying right now, it's not a lot of things that I can tell you that I'm not gonna do. I mean, if I'm going to do","I don't know if you guys have done the work on this before, but it's like you take the data from the previous step and then you apply a bunch of stati","I want to be on this call because of the questions that I have about what I can do as a user, and also for the purpose of the research project I'm doi","I'm thinking about this thing that we've been doing in the past week. And the way we've been testing people, you know, this thing of I just had a few ","and they want to build this large data warehouse, and I can see this is where they need to go because it's the only way to get all of those different ","I got to think about it for a while, and I started to get some really interesting results out of the data that I had. And so, I went about trying to f","so I've been reading about this, there's a book called The AI Alignment Problem. I just finished it, it's been on my to-read list for a while now. I'm","there's a couple of ways you can go about this, there's a standard way and a less standard way. The standard way is to think of it as a matrix and thi","and I have a set of rules that I have set for myself: I have set 15 minutes, that's a good time to write for, because it's not so long that you can","what I'd like to know is why is it that people are so obsessed with trying to do a perfect job, as opposed to the value of doing a good job, you know.","oh, and one more thing, I need to think more about what we've been doing, about what we do with the people we're sending into the field. So, this is s","this is a great example of how we can use the power of the human mind to generate great ideas, to think about this from multiple dimensions, to explor","the idea of a very large network that includes a number of very small companies in the US and in Europe. And a number of large companies, some of whic","oh, you have an infinite number of dimensions. And one of them is the dimension of time, and the dimension of the space. I think I understand that. ..","I have some notes here about the kinds of things you could do with an AI system, like using it for solving equations. A very good use for a system lik","you know the function of the mind, that we can't see our own mind. That's the first thing, the first hypothesis that I'll propose is that we can only ","the word is being spoken, and then there are a whole bunch of questions that are not directly related to what we are doing, and I'm not sure they are ","and then the next day I was looking at some pictures of the cosmos, like I was on the way to my physics class, and I saw pictures of the universe. And","now I'm thinking of my colleagues and I'm thinking that we have some very interesting thoughts about this, I have some thoughts about the paper that I","and then it's kind of, it's kind of a meta, I guess, exercise in it, I guess. But when we have the ability to understand that, I think that would be s","and then I was thinking that a lot of the problems that we have in science are we have a lot of individual research papers that are kind of all over t","And it's really important to understand that the only thing we have at our disposal, is the things we see in the present, right, that are going to be ","[s]o you know the work of the New York Times, the Washington Post, the BBC and all those others, right? And so, the big data. The big data is a very","uh huh. So it's the kind of, uh, it's the type of problem that, uh, we have to deal with. We have to deal with this. And you know, the","the whole system is so designed that you can never be alone in it, because you have to deal with all those people. And this is what is interesting. We","I've done something with this, it's a nice project, it's actually quite a good idea for this, actually the people who did a lot of the work on this pr","The idea of the research, as I see it, is that you try and define a problem, a problem you feel you have some knowledge about, you think you have some","what was it that we were talking about? That we need to do some research, and then do some calculations, and then maybe you can come back to me and sa","now what is the next thing to do? Let me look at the problem statement here, okay. The problem statement says that we are going to take the data. We a","I think that one thing that has to be done is you need to be able to make an initial determination as to the likelihood that a given piece of data, th","you know that the ... that's a pretty good one. I mean I know, you know I can think of a couple of good ones. I know that's a good one. And it's","So, I am looking at the 1963 papers. It is actually a very interesting time. This was actually just the year after Sputnik. Sputnik is launched and so","oh, this is interesting, this is quite interesting, you know. ... This is not a word that I would normally say in that context, but it is a word that ","it is important to be careful and careful, to make sure that the systems, the computer systems are correctly set up and that everything is well calibr","so this is going to be a really great... well, it's not going to be that great, but I hope it will be great because it will... it will have a lot of i","I think that a lot of what happens in the brain is driven by the interaction between the cortical brain, which is the new, higher-order brain that we ","I'm sitting here, I'm really tired. It's the 8 o'clock hour. I've been sitting here for about an hour, and I have an hour and 15 minutes to","I'm just trying to figure out why I'm not talking with people, and I just sort of thought that maybe the way that I communicate, I've not really reall","and then I realized that that's just like my personal version of what the world's going to look like in the future, but then there's also this kind of","this is a sort of like a little, like a little thing that's a little bit of a game, right? Like it's a little like like a game that you play where you","uh yeah I've been I've been thinking a lot about uh well I'm a little bit younger than you know the average age of people that that are coming in for ","the world, and that, it's not only a concept or an idea or a thing, but also a set of experiences, right? And so I think we've been in a world where p","I'm a really great person, I have really good ideas, and I'm just trying to make sure that they're actually good ideas and that they're good enough. A","we can say that the sum of all of the processes that we do, you know, we're doing, is a human experience that's something that's unique, which means t","it's so great to see the data come out in a form where you can see the numbers. I mean, that's not to say, you know, it's the best thing ever, but","so when I was going to sleep and I was really excited about this. So I was like, 'Okay, you have to go in a couple of days, and I'm just going to go","you know, the way to do that is to make it a part of the curriculum, you know, have them learn all these different things. And I think there's a few o","I remember this, uh, 15-16 year old student who had come to me with some concerns, uh, and he was going to go to a college, uh, that was","and then I was kind of thinking about some of the other things that the people were saying about the public data set and like, I've heard a lot of peo","you know I'm thinking of some things about how to use my computer to get a lot more of my notes and all my notes on a computer so I can create a sort ","[T]he more the brain becomes, I think, the less it becomes an object of control or an object that needs to be managed. ... I think that a lot of the n","I guess that we were very early, in terms of the Internet, but the Internet has been around for, what? 15 or 20 years, right? So that's not very","I'll put my phone in my pocket and turn it off. I'll walk into my office and go to my computer and work for the rest of the day. Then I'll come home a","yeah, the way to look at that is, you know, when you're a parent of kids, it's like the same way you would with a college kid who is living on their o","I remember the first time I was like in a group meeting, and I was just trying to figure out like what is going on, and like I had a question, and lik","the past, the present and the future and how does that kind of stuff work? I mean, I was a little confused with it at first, you know? I don't know if","so that's just another piece of the puzzle. I guess the biggest piece of the puzzle is the idea that people's understanding is so important that, you ","okay, I think what's going on here is that we have a situation, where we're looking for a solution, but we have a lot of different players in the ecos","that is really great. So I'm, I've been thinking a lot about, the, the way that the, the, I'm going to try, I'm trying to figure out what,","what's interesting about what's been going on is, we're really in the process of trying to come up with a solution, trying to do something about, tryi","we need to be more intentional about this, and not just get into it. Like we talked about in the meeting, we need to build in some sort of framework a","I remember I was looking at a paper for my history class. I was looking at the paper for my sociology class. And I remember the sociology paper, I was","it was something I saw on the internet. It was in the middle of this big book that had this section about the fact that if you have a group of people ","I guess the next thing that I can see, if we think about all of this, is that there's a whole bunch of new applications. You know, these are these are","the other thing that's been a little bit interesting for me, just as a writer, and this is a little bit more, I think, relevant to you guys. I've been","yeah, I'm kind of surprised about it. You know, it's a little bit of a weird thing. I don't know what exactly the reaction was going to be, but I was ","I wonder if it's possible to have a couple of months where the weather stays warm and then in a couple of weeks, it becomes very cold. You know, in te","this is interesting. You know, there is a lot of literature and evidence suggesting that when people do not sleep, then it has a negative impact on th","and it's also very nice that you can start to make a few notes and then you can move on to a different topic and so that's important. So, it's also a ","the general perception is that you know, if we've done the right things and we've had good leaders and we've done good management and we've created th","So what we're trying to do is try to improve our ability to teach math to kids. And I think that's something that's really important in this day and a","and that was also the last time that we had a meeting, and then they put on the pandemic, and then of course we had to put on a bunch of meetings that","and I have this feeling that the world is kind of not moving very fast, or not changing very fast. I mean, we see a lot of stuff that's happening in t","I was just going to say, it's just, if you look at, like, the top of the world, the top three or four companies in the world right now, are all Chines","we are in an era where the average human life is much longer than the past. That's great. The average life spans are much longer, but there are going ","I'm not going to start the story with a big bang or anything like that, because I'm going to try and keep it short and sweet, and so the stories are g","and then I realized that that's really how you build up an argument. You start off with the simple premise that a lot of things are wrong with the wor","but I don't know what kind of business it is, and I don't want to make assumptions, but it is clear that the money that was being invested, is now bei","I've got this idea that a lot of the people that are actually in these various types of health care settings are actually in those settings because th","the fact that there's this general ... like, the fact that there are these two big centers in the United States that are really at odds with each othe","it's always going to be this, that's the only way we'll get through the system, and we're not going to get through the system if we don't do these thi","I was thinking about how people talk about the idea of the brain, and I guess the brain is a very complex, a very complex thing, and it has been under","it's an interesting question, whether they're getting to the point where they have the sort of meta-thinking ability to say, 'okay, let's put the effo","I think we've got to work on that with the end of the week. So it's, the last week, the final week is going to be dedicated to this work, where you wi","I wonder if I should do this a lot more, because I was saying at one point that I want to have more of a connection to my community, I want to be more","I can't afford to go to the hospital. I mean I've got a whole bunch of issues here in terms of financial planning for the future. We have some investm","And I would be a bit more interested in, like, in the U.S., I'm just curious how the U.S. is handling this because a lot of the concerns that I'm hear","you know I would really, I would like to hear that. I mean, I was really surprised. I had no idea that the Democratic Party was so focused on the econ","I don't think I would have seen any of the, the, the effect of the, of the, you know, the, what you see on the chart and, you know the, you","and I was thinking about my experience with the state, and I'm not sure exactly how the state can help me with this problem because it is a problem of","the only thing I really have to worry about is, of course, the health care system. I've seen that in the last two or three years in particular has rea","So I think that we, all of us, are just very, very lucky that we are born at this moment, to live in a world that has come to this level of science an","and what's the bottom line of that? Well, the bottom line is that there is no bottom line in terms of what's possible, what's feasible and what is not","the Internet, the ability to make the Internet available, to give people access to the Internet, to provide access to the resources of the Internet, a","I'm here. I'm here. But I've got some interesting problems in the area of science, in the area, you know, the field of science, as well. So that, I","So the concept of an anti-gravity drive, and it seems to be the case that we already know the physics, but there's no practical application, there's n","I have an idea. I'm going to do something similar, except, I'm going to have this be a set of non-fiction books. I'm not going to have it be a story,","and we were so thrilled, because it was a big opportunity and we thought this is going to be a big deal for us, we're going to make a lot of money and","you know what? It's just a bit scary. Because, you know, you, I'm worried. I'm worried because, you know what's happening. The whole concept of what y","So, we have a couple of, as you say, the primary reason that we have, in the current world, why we're fighting, which is climate change and the enviro","the whole system is one thing. You know, I think the big thing is that the whole system is pretty well unified. That we've got this little thing calle","we're at this point, the issue, I think, that's going to get us in a lot of trouble is going to be the issue of who gets to vote. I mean, we're","but I want to bring the war to an end. I don't think that the war is going to be brought to an end if we wait for the US to decide that they no longer","we're not going to talk about this, because I don't think you're going to like what you're going to hear. You're going to be, I don't know, in this in","the way to find the right people to hire. We're looking for the right people. And so the only way that we're going to do that is to hire people that a","and I'm wondering whether what you've been doing is even... if it's even... I'm trying to think about it, this is the question I've been asking myself","the question of the world that we're in right now is that we're going through the pandemic, and we've seen a lot of, like, economic measures and econo","this is, of course, the question, is it about, the question of the people's sovereignty versus the question of sovereignty of the states. And this is ","well, so we know, we know that the federal government is in a bad state. They have a lot of debt. They are trying to do things that are not necessaril","you know the other one, you know the other...I'm not sure, but I believe that the other one was a man who was an American in the British Army in World","I'm going to the Academy to give a lecture. It's about the role of the President. The President's role in our foreign policy is to negotiate, to work,","And it's going to be a great place, I mean, we have an opportunity to do something that we can't do anywhere else in the world. The U.S. government is","The entire world is getting the message that we can't do this any longer, that we can do better. But what we are doing is, you know, we are creating a","The 34, 35-year-old Americans that I think I know very well. I think I'm probably in their camp. I think, you know, there's a lot of them","I'm not sure what to say, because I don't really know that many people personally, I don't have a lot of close personal friends in this country or in ","I was just thinking about a movie we did with the President's Commission, where it was sort of an online collaboration, that had been very exciting an","and they said, 'Okay, but how about the students who don't want to do anything in the classroom?' I have to say, that's a huge problem, in terms of ge","so I have a project right now. I am writing a book about the history of the internet. So the book that we're going to do is the history of the Interne","this is a very important point because, actually, as I was saying before, we have all of these, what is called, an international tax haven, where many","a lot of the questions in the last election, they didn't go away, the answers just changed. So, a lot of those questions, the same issues are now bein","and this is how you start to see it. So you have to have a kind of a moral compass that you want to work within. And I think we have to be clear that ","I think we have an interesting opportunity here. If we were to do a study on, we have a lot of information available and data and data that is availab","So I'm sitting there thinking, 'Okay, let's think about this. So this is what we're doing. We're going to try and measure a particular feature of the ","that we would have to try to see, to understand. And it's really a problem to understand the nature of the problem, right, because it's just so huge, ","so then it seems to me that you know you can't actually go back to the future. So, you know, the only way to go back to a future that is not in the fu","I think this is an important point, and I think the point of my talk is to sort of give an overview and to say, you know, we can look at the question ","but now, there was a point that I was going to make, but I thought that I was not going to have the time to make it, and then, I didn't make the point","we're also doing a lot of work on the integration of data, on the integration and interpretation of data from various sources and across various disci","And so if I think of the model as I did last week, then the model would be a sequence of, say, three to five steps, each of which would have its own m","I don't know how it feels to have been born with this disorder... but I think it's something that I could understand and empathize with if I were born","this is an idea for an algorithm that might be useful in a lot of things in machine learning. We have this, for example, that might be a feature that'","the first thing that popped into my mind was a bit of mathematics. You know, a lot of the people who are on the board or the committees in my field ar","you're doing, I'm having this thought that it's really important that people do not feel that this is a one-size-fits all approach. This is an importa","the concept of time... it's really interesting, that I'm just a series of cells that are dying over time. There's really nothing in between. That's th","and we think we can have a better understanding of what is going on inside the brain with people who are clinically depressed or who are clinically an","I have an idea. I have a solution to this. It's that we should have a regular newsletter and it should be free, it should be a high-quality newsletter","and I'm wondering about the potential of using some of the information that we're gathering today to better our understanding of how the human mind wo","the very reason for that is that they have a lot of their time they're not focused. They're focused on a lot of other things. You know, if you go on F","I think one of the issues with the project and I'm just kind of throwing this out there, I'm not a biologist so I'm not an expert in this, but I think","so if you know something that's really not what you're trying to do but you're trying to solve a problem, so you know you want to solve this problem b","I think about what I want to do next year... I'm trying to figure out how to... how to make this world... to be better and more stable, for example, h","it's about the need for people to take a bigger role in their lives, not to let themselves be reduced to what people tell them to do. To take on their","I need to go to the bathroom, and that's the one time where you're completely alone with your thoughts. And it's the one part of your day where you're","I'm reading an article about the psychology of gambling, and how we don't want to think about gambling in the past tense. We want to think in terms of","So if we were to make a decision about what to do next, it's probably not the right time to use a framework to do that decision. And so the first thin","And it seems like it's not that the user is a good person. They're just good at doing their job and they have to go do this because they're in this en","I'm in the process of making a book of fiction. I'm about a quarter of the way through a book, I have three chapters that have been published, so I'm ","and I can't do it. So I have to figure out how to do it. You know, the best way to do it is just to hire somebody. It's easy. I don't","I'm going to do this, and then I'm going to put together an essay, a blog post, an essay on this. That's part of what I've been working on. But that","and I'm going to have to keep working on this. It's going to be interesting. So I'm going to go back into it and look at the literature that we talked","It's the problem, the whole thing with, you know, you get a problem and it's, you know, it's a problem with a solution. I'm sure there are people out ","that I'm going to do in my next life is go on a podcast about what I do. I think I'm going do that because I just really wanted to get that out. I thi","I think that we will need to spend some time talking about the things that we have to do. And maybe, the one thing that we'll need to do is talk about","So, I had a question about the practice, or the teaching that I wanted to have some additional understanding about. That was in regards to the practic","[my wife] just got back from an internship in Spain where she was going to teach. She's working with a company that's interested in doing research in ","and I think that was very important. I think that's very important to get people involved because, you know, one of the things I did, you know, that's","and then the other thing is that it's so easy to say to ourselves we don't need to worry about anything because there's this thing called the market a","yeah, you know, I don't have the most, I don't, I don't really have the most kind of the best, I think I was at the most kind of at the best","it's pretty good. I mean it's the sort of like I feel like a lot of the things that we have, like when we were thinking about, you know, how much data","and then I was thinking about the work that we've done as a group. I'm going to share that with a few groups that I'm working with, and I was thinking","The things I know and the things I don't know, the things I understand and the things that are completely incomprehensible, the things that I am compe","I am a teacher, right? I teach music. I do that for a living. I like it. It's my passion. And I think that the first thing that I can do is to","The past is a path that leads you to the future, which is what we are doing right now. The past is what we learn from, what we use as a reference, as ","so you are doing research on that right now, which I guess is, that you can train people to have better vision, so that they can see at a distance bet","and they don't know this and I think that it's important, is to have a view that allows us to know, for example, that it is not only our thoughts that","and it's got this, it's got the idea of the, of the of the, what the word was for a thing, which is it's got like, for example, we have the","I'm a bit annoyed. I don't know, I don't want to be annoyed. I'm annoyed. I can't be annoyed. Okay, let's go, let's just try.","what is a thought? A thought is a mental representation, it's a mental construct that represents a process. And the reason for that is because every t","[T]he idea of the algorithm is that you start with some initial data, some initial program, and you keep running it through some other program and the","I've been thinking about the whole idea of thinking. And I'm not really sure how thinking is supposed to work. There are a lot of models of thinking, ","I've been reading a book, I've been thinking about the book that I'm reading, that I was thinking about the kind of algorithms that were in the book. ","this is what I am thinking now about a conversation I had with my son the other day and I am just thinking that he was talking about this really good ","so the second law of thermodynamics says that the universe is increasing entropy all the time, and that means it's moving toward a state of maximum di","so that the basic concept of what's happening in the brain is that, you know, we are, we are in this state where we have no conscious awareness of wha","I can't think of anything else to say. Okay. That's it. And if I were to go on in this stream of consciousness, I would probably end up saying somethi","I just thought about how I might have a little bit of time this evening, maybe even in the next few hours, to do a little bit of thinking. Not necessa","I want to try to write an article, a piece of research on the impact of technology on education, and I want to think about this. I want to talk about ","and it's a way of thinking about it from a different angle, I think, that's how I'm seeing it. So I'm thinking, it's a different angle for thinking ab","[I'm] going to get to the end of this session and then I'm going to go back and write down, take notes on the ideas that I've had and the thoughts tha","there's something I've been meaning to talk about. It's about how much people seem to want to have control over things. And I'm not really sure what i","and so I got a lot of money. And I have to say that it was a very important year. It was my second year of getting the money. So it was a big increase","so, um, what's the other part of the discussion of how to be a good employee? How to be a bad employee? And the other one is that um, that's the one I","and that is my job and that's what I've been doing and the goal of my job is to have an understanding of the policy and the law so that I can better a","and so it's a very small investment. So if we're looking for a low hanging fruit that's really a very, very good investment, is going to have a real p","and then we had a study that had the same result, that was published by the same people in 2011, and it was a different study, it was a cross-sectiona","what about the fact that all these ideas are coming from the subconscious mind, and how can they be really useful to the conscious mind? It's like thi","that's the whole reason I'm here. It's a great experience, a great learning experience. But I think that's what it is for a lot of us. That's why I'm ","I'm looking at the results of my work on the ethics of machine learning. In the machine learning field, the emphasis is on the results. And this is, i","the thing I'm most interested in is the value of an asset, so that I can get the best deal in a company I'm in. ... And, for example, what I'm trying ","I don't know, you know, I mean, I could have said that last night, I could've said that last month, I could be saying that today and I'll be saying th","I know we had some discussions in our group about how to really bring a new business into this group. So, for me, I've always said it's not really a q","I'm going to do some more work on a little project, trying to come up with some ways that I can put together a network of like, I don't want to say a ","I think this is something that really is a problem in the general field of machine learning is the ability to generalize, which is very difficult to g","I think this is a bit of a different way to talk about these sorts of things, but I think it's an interesting way to talk to our team, or to our organ","[I]t's interesting what comes out of our minds when we're not trying to produce any particular content, but just trying to let whatever happens in our","and now I'm thinking about this article from the last week that came out in the Guardian newspaper about the importance of people in terms of the sust","I wonder what the weather is like right now. I don't know what the weather conditions are like out there. I don't have access to weather data. It's no","well I'm looking at this chart. I don't understand it. I think I need a calculator to understand it. It's looking at the results of the survey. Yeah. ","I'm working with some of the data, and it seems like this is the first time, this is the earliest I've been able to get something from it. And the pro","I'm getting better at the last few steps of this problem. I have been practicing these types of problems a lot in the past few weeks. So I'm getting p","I'm going to use 85000 hours for the math. It's just to show you how much time you have. I think you have about 6.1% of that","and if you have to buy a 10,000-dollar computer system, you have to put it through all these tests. I'm just curious, like if you buy a car.","so I was thinking about this one problem, and this is the only way to solve this, and it was pretty interesting, and then it got really complicated an","I'm just thinking about what I should have written. This is just the last couple of minutes of the first 20, so I need to figure out how I'm going to ","so I'm wondering, do we get this wrong in a lot of cases? Like, do we misjudge people a lot? Like, how often do we misattribute somebody's intent? Are","So yeah, I think my perspective on things would change if I could get into the same position as the model and see it. That would probably help a lot. ","so maybe that would be the first thing we would have to do is just figure out what exactly the problem is, and then maybe we would come up with a solu","and that's how you're going to have to get it through. And then that's why you'll want to do that. So then you can see it in the same way. If you're","this is a great example of that. A lot of what you're doing in your life is going to be making decisions that you didn't realize that you were making.","it's a very common question in computer science. You want to build a tool to predict the next word in a document. So I'm trying to think about it now.","it's like, there's a lot of research that shows that the average age of a male is around 40. I'm 25. I'm going to be a 15","you know, the other day I was having this thought that you know, I wonder, how do you even measure the efficiency of a computer program? You know, how","we are building up a model of what the world is like. That's the basic model of the world. I don't really understand that well, because I think I have","I remember when I was a kid, I was really into Pokemon. And I have a really good friend, who's very good at math. And I remember he's like, 'well, can","I think the data would suggest that the vast majority of these students are going to have to take a bunch of math classes just because, you know, they","I'll start to take care of it when the spring comes because spring is the time of year when I start doing this gardening and I don't think that would ","I was going to do the same thing. I'm going to see what I can do, but I've already put in my application, and I've got two more or less, and they're","So, the first thing is, if we have a list of projects, we're going to have to prioritize them. And then, once we've got them prioritized, we'll have t","it's the same thing for me and the same thing when I was working. I'm going to have to start learning how to do these things on the computer so that I","So I guess it's just a good way to... to have a good, healthy way to have fun. So I think you know... you can have a lot of fun, I've had a","the only way I have to think about it is in a way that is more related to the technology of what's being used to make that device. So in terms of the ","I'm in the process of writing this, and I'm thinking about a concept called the 'user interface', which is really the interface that a person has with","And I'll be in the forest, and I'm looking at the forest, looking at the trees and so on. But it's kind of a process. I have a tree. And I'm","the next thing that I remember is when I was in elementary school, and I was working on a problem set, and there was a word problem, and the word prob","it's really interesting that this is something that I have to do, a little bit of it is a little bit more complicated, but then you have to take into ","and it's a good way to really test yourself. So, you know, you can go through all these scenarios and ask questions and have these things, and then as","the first thing I did was I started to play with a simple example, the one that I wrote down. Then I wrote down a formula for a particular kind of mat","and I think that it's been a long time since I have to think that much about how to use computers, because I have been using computers all the time si","and it's just a matter of trying to get the right people in the right places at the right times, right? And if you can do that, and you do it in the r","I think I remember when we went to this university, or even a university, in the 1950s. I remember there were these really big classes. In one of the ","The 686 was the first one that I found that would be able to run a Linux kernel on the system. It was a good bit of an engineering exercise, and it's ","[I'm] not sure if they've ever said the word 'black' before, that is the blackness, they're just black. Blackness. How does one define blackness? I","I've got a list of stuff I need to do in the next day, and one of these things is to go to this website and download this file, which is a list of thi","and then I also want to figure out how to do that, how to make sure that I'm using the most optimal solution, in the most optimal way possible, given ","And so we can think of these as a kind of model. So, they're pretty high quality models, but it's worth keeping in mind, if I'm building a model of th","my work is now in an abstract painting style. The first painting is very realistic, very concrete, very detailed. And then over time it becomes less d","we had been given this code for the paper and I was trying to think of ways of getting at the right words, so I started playing around with the fact t","the sky is blue, the ocean is blue, grass is green. The colors of things, the colors of the objects in the world around me, are blue and green, and re","And a number of things in the middle of the night. They would come from my dreams, but I didn't have dreams at the time, it was just sort of like, if ","it's like in my own head I have these thoughts that are floating around. I have to have them be in focus in order for them to be really useful. And if","I was talking about the problem of the color of the moon. I was talking about that earlier, but it's been a while. We have different versions of it. I","I had a problem where I had to do an experiment where I had a little computer on the other end of the room. There was a light on the table. I had to w","and then I'm looking at the door and then the door opens, I open the door and I'm looking down at the stairs, and there's a really long staircase, and","It's really not a coincidence that I just had a thought. This is not a coincidence. What you see there, this is not just a coincidence. This is an exp","and that's the whole point, you know. So, like, the whole point of it is that, if you, like, can put those, you know, these, like, these things","yeah, like if you have a song and you've like, if you have a certain song that you like to play, you like to do this, you can just, you can do it on","And then we have a, I have a memory of my first meeting with you guys, a long time ago, right, this is like a year ago, maybe? We had the, you guys","I've got a bunch of random ideas here... this is kind of like... I'm just talking about this... like a way to... a way to generate ideas. So what I wa","so I'll go to the website and just go to the YouTube video. It's going to be the same thing as the video. And I'm just going to watch it. So I'm watch","And they're still sort of, you know, I'm still using these really old, you know like like, you know what, the old, the old like, like, you, you know","uh-huh. It's pretty easy to have a conversation. Uh, uh, with with another person. Uh, with another person that doesn't know you, and doesn't care abo","a little bit of my life, a little bit about the people around me, but I'll talk about it, it'll be something. ... I'm not really a good one, but I'm","And you know, it's very much like a painting, right? I mean, a lot of the times it's like you know, you're watching a movie. Like you have all these t","I'm thinking about the 1930s. And I have some kind of feeling. I think this is a movie scene. I think it's from the movie, it's from a","I am looking at a screen, and there's a green one with a circle on it. There's a yellow one, and there's just a bunch of white circles. And then there","and then it was like...I was looking through a window of my house...and I could see the roof and I could see like the trees on the other side of the s","so this is what I see now. I see my 3D model and it's all blue. And I see it's like a box and it's blue and it's like 16","and you've got to watch the other side and you've gotta watch it from the top and you've gotta use your eye. That's how you can see the other side of ","and the other day I was just like, I've had this idea in my head that I've had in my mind since I was a kid. That's like the only thing I've ever done","and the light is still going and I can't see it... so it's pretty much gone. I can see a light at the top of the light. It's pretty much the whole thi","this is going to be fun, you're going to be able to do stuff and do all sorts of stuff. And then they're going to do all sorts of other stuff, too. An","I was in an office, I think. I'm like on a phone and I'm talking to a guy, like a colleague, I think, about something, and I'm like, I can","this is the fourth session, we'll see how it goes...this is my phone. ... I don't know, I guess I have a bad phone connection. It's just not good. I","And I am writing a note to myself, so I won't forget this. And I want to get a cup of coffee and a cookie and go to work. Oh, yeah. It's a","and then I realized, this is how the world is gonna look. It's like I have a screen. You know? Like the screen where all these things are gonna come u","I'll give you a challenge, what's the current world record for the most number of languages spoken, the person who can name the most number of differe","I'm going to get some new phones from a vendor, the vendor has given me a discount of $1000 for a total of 40 units. The cost per unit is $","and we could say, you know, we could say that it's very nice to be here, but that's not what the problem is. The problem is the fact that this is not ","uh it was very nice I think it was the second year of uh uh you know the year I was a graduate student I was a teaching assistant at the same school t","okay, well, uh, um, the next thing I want to do is to, to try to, try to get some, some, uh, some, some funding for, uh, a","I was thinking about the history of the US and how they were involved in the Middle East and what the situation is now with the US in the Middle East,","you know it's a really interesting study and the idea is to look at people that have a certain pattern of thinking, a certain pattern. You look at peo","and then I thought about the game theory, the game theory as it applies to the decision making, that we do have this like we have these multiple thing","and we can't really get all that we need out of that. So, we'll have to find something else. What about if we do that? We just do that by just making ","uh yeah, it's interesting I actually just remembered that I need to write a research paper. I haven't really gotten around to it yet. And it's interes","I can't believe how much stuff is going on in my head and in my mind and what it's trying to get done. It's like all of the stuff that's happening in ","oh, and this is like, I don't even know if this is going to be an important part, but I'm trying to think about like how I'd like to do the future wor","I wonder about that one thing. I mean, is it really a matter of the computer having to know the actual context of what you're doing, or is it more of ","I am taking my dog for a walk, I have to make a run for the store to get some dog food. I don't know why I have so much dog food. Maybe I need to","I am trying to think about where I'm going to go for dinner tonight. And I guess, well, I could get like, pizza. And like, maybe get some delivery? Or","I have to say, I'm not a fan of the term 'biodiversity,' because I don't think biodiversity has anything to do with life. I think it's more about a sp","I have a very nice house. It's in the San Francisco bay area. And it's right in Marin county, so you can go hiking and have a lot of fun. But the thin","uh ... [exhale] uh ... i've seen a lot of uh ... [exhale]. The one thing that comes up, that's for sure is the fact that that I've","uh it is very hard for me to uh uh i don't know if that's a good question or not i guess it's a good to to go in depth. I guess the thing is it","the space is going to be quite empty. Yeah, the space is going to be a lot more open. Okay, so it's a lot more open, yeah, it's a little less cramped","So I was trying to figure out, like, what are the key features of these things, because it's like, for instance, like a big city like New York or Los ","And then I remember, I was reading that last time. Yeah. So yeah. This is like a very simple problem. Like I can imagine, if there's a very simple lin","you know, the only thing that is that makes the company is that the company is so successful, is the fact that the company, like you know, there's lik","and that's what's weird. If I'm really interested, if I'm like, I'm really, really interested in an idea and I'm like yeah, I should probably just wri","and I know it was a bad decision, but I also know that it's not really bad because it was really good for our company. And now, we have a big cash flo","so I'm in the middle of the night, and I'm getting ready to get up for my morning meeting and I'm thinking to myself, 'I don't have my laptop in my ba","yeah, I could see myself taking a class, and working on it and then the second half of the year, maybe getting to the point where I can maybe get a jo","[W]hen I'm reading the book, I'll be writing in my notebook and then I'll be able to go back and read that and say, 'Hey, I need to go back","a lot of the things that people are worried about, you know, are kind of coming in. So, one thing I'm thinking about a lot, you know we're in this pan","and then there's also the problem of how we can't actually, in a world where things are moving so quickly, and we have to, you know, be productive and","I'm thinking about, like, my work schedule, where I'm going to work. I've been at the library and I've been in the office and I've been traveling with","okay, so I'm not sure where we are going with this, but I'm going to be in the office, right now I'm going on the internet to see what's going on with","[I]s there anything else I can do to help you guys? You guys are already very involved, but I was just curious. It seems like, in terms of your resear","I'm doing this thing. I was just doing the thing on the left, and I have an image in my head, and it's this like you can see this, it's this sort of","you can see the people who are watching you, they're watching you, but they're not really interacting with you, they're just watching you, and that's ","and then the person that I'm interested in the most, in terms of the impact of the information that we're collecting and using, is the individual that","we're using a lot of data points here. But what I don't think we should be using is a lot of that data as the source of our own thinking, because I fe","I think we've got this now. Yeah. So, we're now using this kind of an algorithm, which is in terms of a pipeline, it has some kind of an input layer, ","what do you think about the other ones, if you're not going to use them? I think it's like a form of waste. The more, the better, because you will eve","I want to be a doctor in the future. I want to work with children, and I want to have my own practice and my own lab. I want to be the head of my own "],["I see the house. The house is white. It's a very old house. It's got a red door, with white shutters. I'm in a white dress. I'm walking up","[T]hey [the children] just sort of played in this field... [I]t was so beautiful. ... [T]he whole field was like an orchard, ...the trees","in the last room in the last hall in the last building in the last street, he saw the figure, just a shadow, on the wall. He saw it before he saw it. ","it's just a bit too late. Oh. This is an awful time. I have to go in, it's not as bad as it could be but it's pretty bad. I'll go","I feel a little bit dizzy. I'm very tired, and my legs are going all the time. I feel like I'm on the edge of a cliff, I feel a little dizzy and a","you can see the shadows of the trees, and the bushes, and you can see the trees. The leaves are the colour of silver, and the leaves are thick and the","And the person I'm working with, the woman I was talking about, she's got a big dog, and a cat that is a little bit meaner than the big dog. And it's","and then you know it's like a light switch, you know it, like you have that thing where it's like if it's dark you just turn on a light switch and the","and I had a friend in a band, and we were writing songs... I think I'm gonna write a song about... yeah. [silence] Oh no! [long sigh] [music","I can't sleep. I think about this. This is like, I feel this feeling in my legs like this. I can't remember the name of this song, but I think it's,","the more and the more we get out of this, you know, the more and more we get into this, the more you start to think, what if I just quit and just you ","And then they have to do their homework, and then they have, then they have two tests. Then, the first one, I forget the date but it was something lik","the other day I was watching this documentary about this woman, she was a prostitute who had sex with 6,000 people. I was thinking, this is a very lon","I'm going to sleep right now, I've got an alarm in my phone that's going to go off at 7:30 AM. I'm going to get up at that time,","I wonder, what can you say to somebody that has been out of work for six months? What can you say, in a good faith interview? So, it's just to say, we","the first time I saw a cat with a litter, they were in a cat shelter in a town that's right outside of Kansas City, and the mother cat was doing this ","that was just yesterday, when we were over at the school. And we were actually just a day before, when we actually were over at school for a party, wh","And, like, I know, like, there's some guy over there, I don't know who he is. It's like he, I mean, it's just like a, I'm","I think what I was thinking is that I have to go down, I have to find out, I think it's not just this, we've already done this, we have to go back,","um-hum, yeah, the the the the main the the main issue for me, it was to to be able to work on my time management, but at the same time, also to improv","I think we should get back to that, I mean the reason I said it was because, I'm just getting back into work now. I've been out of work for a long tim","and I'm trying to figure out how much more I need to spend on the mortgage or how much I need to take out of my savings. And what happens in terms of,","And, I'm going to be able to take a nap in between the two appointments because I'll be taking care of myself for the first time since the day after m","I've had a couple of opportunities to kind of really go through the motions, so to speak, to be a member of the Board of Directors, I'll be voting, th","I just spent about an hour thinking about whether it was a good idea to get some more money at this point. And it's really important to make sure that","the most important thing to do, as a city official, is to understand and embrace the need for the city to have a financial system, the need for a fina","the idea is that people don't make decisions, they make choices, that they make choices. And some choices are going to be better than others. And some","So, when you make a mistake in a research project, for example, what are the consequences, right? What are the consequences? If you do a study and you","I'm a student, but I don't really like university. I like being a student because it's something that you can do, but not doing it. And that's why I t","this is a situation where I have to make a choice. I have a choice between two very different outcomes, the outcome I want to happen is the one I want","you know, it's hard to be an American citizen and be a liberal because the liberal cause, the cause that you are fighting for in this country is to ha","I was on a panel once at a conference where they said to the audience, 'How does the government work?' and I said, 'If you have any questions about th","and I would like to say that we've had a lot of complaints. We had a lot of problems, especially with the people who were in the field and were dealin","I think there's a big difference between an active defense and a passive one. One is like a rocket, it comes back and hits you in the face; the other ","that's what I like, is being able to focus on a particular aspect and really put the best face forward and really make the best case for a particular ","so then you have to be the one who goes back and makes the connection between the different parts of the program and shows how they connect to each ot","but then, that's not very good for your immune system. That's not very good. So, that's what I was thinking. That was the main idea that I wanted to g","I am not sure why I'm not interested in what I am interested in doing in the moment, because I feel like there is a lot of really great work that's go","we've talked about the topic of diversity, right? And I think what we need to do, and I think this is very important to the team. And it's important t","I'm doing a presentation today and I'm a little worried about it, but it's going well. It's going to be, it's a little bit longer than I had anticipat","And that was an interesting story to hear. That was actually a lot of fun, because it was something that was like I mentioned earlier, I have had some","we could go further and say, you know, we could say that it would be good to, uh, that it would also be good to have some sort of, uh, some sort of li","So the next question would be, if the idea of a brain as a computational machine is correct, or if this is an oversimplification, the next question is","and this is just what I was trying to get to in my earlier examples, and I think that we had a few other examples where I had to say, well, I'll have ","this is the most exciting and the most frustrating thing about this technology. There's a lot of hope that it will lead to major breakthroughs in fiel","I have a new blog post I'm thinking about. I think it will have to do with the question of what is the difference between what it means to be human, a","So, I was thinking about how my ideas of what an expert would be are often quite different than those of the actual experts themselves. The most inter","and the way we can measure this is through the kind of experiments that people have been running on the subject. I remember seeing a recent paper that","so, we could put something in the model, like, something, in the context of this model, we could assume that there are a lot of, the assumption of the","what is the number of possible distinct permutations of the English alphabet? This is the same as the number of different ways we can place 26 objects","I have a number of clients and we do the same type of study as you, we have to have a way to represent the results and that's what I've been working o","yeah I don't think that would be very good. I think that would just be a good idea. I think you should just use the standard deviation, but then again","we could go to a conference in San Francisco in October of '18 to give a talk, and the same person could be doing the same thing in '18, '19, '","I am trying to figure out, what the optimal length of time would be, to implement a particular algorithm on a particular network topology, and to find","I'm not a very good driver. I'm a very bad driver. I think the other drivers are probably just as bad as me. So it's very likely that they are on the ","okay, and I was just thinking, if the weather is still on the cold side in January, it's going to be a problem, I know it's going to cost money and ti","you know, you can get your doctor to order a blood test, which will be a cost to you, but a blood test can tell you that your cholesterol is too high.","I'm just thinking about some of the things we were doing last week, like with the [anonymized] project, and one of the things that we're doing is we'r","I was thinking about how people can have a bad experience. For example, some people don't get the same results they expect or they get results that ar","and it's not bad. It's just that the numbers are not the same and they're not that close and so... I wonder if I did something wrong or if they didn't","[laughs] and then the question comes back again, like if you have a test like what's the probability that this guy has a test score greater than 70 an","it's kind of like an oil, like a fuel, that has to be processed. So you have these reactions that you have to process. I think we do it all the time. ","uh, well, it's kind of a time of year where you're kind of thinking about going to the beach, I guess. You know, the end of the month, or whatever. Yo","well, I think, there's some people that are like, you know, we don't know, it's not like we have an idea. You know, it goes like this. I think","so, then, uh, if you look at the earth, as you look at, say, the, uh, the earth from a, um, from a distant point of view, right?","and I can see it in my mind. I have a picture. You know, it's sort of like this. I think I'm going to go ahead and turn the switch on to see if","I have a bunch of questions for the system, and one of the questions is, does the system have access to this data? And so that's something that I woul","the brain, so the brain is the brain, like the heart is the heart. It is like the brain is like the heart and the heart is a muscle. So, the brain is ","Okay, we'll make this work. We'll make this, we're going to make this work, because what you said about it, that it's, you're going to have to do a","[cough] ... [cough] ..[cough]..[cough]... [cough] [cough]. Okay. So [cough], so we're talking about","I'm kind of having a hard time understanding how this is going to go, you know? I have to look up the, the specific things that we're going to be look","that's how you're going to be able to make the changes, right. Because right now the model is not aligned with what we want to do, or at least we want","this is something we should do for the rest of our lives, or for a good long time. It's not like I'll just be doing it for six months, and then I'll s","I've done a lot of research into this, and I'm still working on it. I was working on it for a while. I did some research on the best way to set up a l","what is the probability of...I don't know. It's one of those things where you just need to figure out a formula. Maybe...so it's the probability of th","... the 'X' in X bar is not an X bar, but a very basic unit. That's why it's called X bar. The X bar is just the X plus the variability,","I guess that's why in the real world, you can't just write something out and then say that you're done. You have to have an overall view, or a plan of","And that is, that we're in a position where, there's this new level of communication where we can do this. But at the same time, it's this idea that t","I've seen a number of people, so many of the things that were coming up... was kind of how people have responded to my work in different contexts, whi","this is one of my favorite movies, Terminator 2, and I'm watching it, and it's one of those movies where you think it's pretty much science fiction, i","a little bit of it, it's the same way that the other, the other idea that we've discussed with the group is that, um, some of the technology that we h","I can see how in a lot of ways this would be the same as... or maybe it would be similar to a dream state, in that a lot of... well, maybe it's not re","that's why you know, if we've already gotten a lot of the stuff in front of us, it's less of a challenge and the rest of the stuff becomes easier to l","and there is a sense in which that is a good thing. That's the thing that the economy has to be able to handle and do so in a way that is not disrupti","I'm thinking about that one time that I got a hold of a whole bunch of money, which I'd like to say that was really quite a small amount. I've got it ","I was on the plane from India to Chicago, and I think I remember that there were 30 people in my seat, and one of my neighbors, an Indian neighbor, I ","I have an idea about why we see more than we have to see. We have more than we need to see in a way, and if you see more than you need to see, then th","there are two of these things. We have two of these in the game. The first one, if you get it, is the one where you get a discount and the discount is","this is where I have a lot of issues. So, it's an area I'm interested in, but it's not an area that I've been very effective in. I think that's becaus","I'm trying to figure out what my values are. And I'm trying to be like, what are like, my values are about my kids and my community. I am a community ","I'm going to say, that I just came off a team meeting last week with my team about this new system, the new system we're implementing that's going to ","this is why I keep thinking that we can actually create more value in this, just like in a software company or something like that, you know? What's r","yeah, I think that a lot of it comes down to this, because I think, I have a lot of confidence in people. I think, we have a lot to learn. I think I","so there's been a lot of data that has been coming in from the scientific community that, that is being made public through various media and being ma","Okay, so I'm working on an article about, uh, about the future of artificial intelligence, and how we can think about that. And I'm focusing on a lot ","I'll have to think of this. It's not a technical term, but we have a term that describes this behavior. And that is just a 'super-super-cyclical syste","I wonder whether or not I could take, if I can actually see what's happening on my screen. The screen is something that I use quite a bit. I actually ","this is my first day on the job as a TA, and I was tasked to come up with an assignment for a group of students to help them learn about the material,","so you have a lot of control over how you learn but it's going to take some effort to get it. There's a lot of people who want to learn about how they","I'm thinking that it's very interesting that when I'm doing these mental tasks, the amount of information that I can retain and remember in my working","I'm going to build a language that will be a universal language. We can make a language that people will understand because they will understand what ","the two women... they were both in a class of... they're both in a biology class... they were in a class together... and then they're both working in ","It is the difference between 1 and 2 to the 20th power. In that case, if you think about it, it is just the number of the difference between two diffe","the little thing that's actually not the little thing but it's the little thing in the big thing. Yeah, I'll call it the big thing because the little ","I was thinking about what I'm doing for work right now. I'm working on a big project. And I'm doing a lot of research, a lot of thinking and a lot of ","and that's really interesting. What I'm wondering about is how a lot of people that are involved with AI and things like that are coming up with those","and so what was the difference? We don't have any, no one really has any, any real physical difference between them. They don't have to have an advant","and that's part of it and that's all the thing that is a part of a person and it's part of an animal and it's how they learn about things in the world","what is a particle? [long pause] I wonder whether it is a particle, like a blob, or a blob of particles... a particle is a particle of... [long pause]","(0.5s) that's it. (0.2s) Okay. (0.1s) I need a random number, random number generator, random number. (0.","and I'm thinking of the last time that we did one of these sessions. So that was about a month ago. And I think the most important part of that, the m","oh, and when I'm doing this, it's not that I'm doing it with intention or something, I'm doing the opposite. So it's not like I'm like, Oh, here","I've been doing this all day, it's actually very relaxing to just do this, which is an interesting thing, that it's actually a relaxing thing, so that","I've been thinking a lot about my memory. I mean, my working memory, the things that I've learned over the course of the day. I'm like, what is workin","I have the image of the whole scene, so the whole scene of a chess game. There are several players on the scene, and they are all looking at a chess b","and the second is... well, I have to... I'm trying to find a way to get back into the center of the thing. And the center of this thing is the center ","it's a good point to say that a lot of the work we do in our field is to get people to think about the world in a different way so that they can bette","this is just what we don't like about AI, that it doesn't take into account what you need and what you want. It just takes what it does to be the best","I guess I'm not very good at this. This is more of a normal human experience. If you've seen any of those movies, it's a movie about a human mind that","okay, what about this? So you've got a neural network with this architecture here. You can model this neural network. In fact, I've already done that ","the data was acquired on 17 of the 18 possible data points, which would be 17/18 of 100%, or approximately 94% of data","[01:58:00] okay, I'm going to keep talking as long as I can. [02:01:00] I'm just going to keep","the world is like a matrix where a lot of things that you have to learn about the world are learned, and then you have to have some way of structuring","this is the 2nd year I have been here in the last 6 months I've been here and it's like ... you know, the people here are very friendly, but at the sa","a few months ago, we were doing some research on this topic and one of the questions was about, 'How many times per day does the average person think ","well, I was talking about the 'chatter' I get. I do like to take walks. And I have an idea. I'll try to make a walk map. So I have a","[talking about] a discussion with an instructor who was talking about a situation that I saw on the news where, you know, where they had a massive out","And I'm sitting there on the couch and I'm listening to the radio and I'm looking around the house, I'm going to go take a nap and then I'm gonna head","I was listening to something today, this morning, and I thought about this guy that's supposed to be a coach, and I don't know if they have any data o","and we are looking at the data, the data that we had, the data set that we had from the first, right? ... from the first dataset. So we're going to be","you know, so it was, it was about 1000 people. So we're not going to look at all that data. So we were not able to see the data. So","I was watching a video and it was a video on this woman who was an activist in a small town and it was an interesting story. It was interesting becaus","what is the purpose of this study? We want to investigate how people spontaneously think about the world, how their minds work, what they notice when ","well, you know, we're getting back into a habit of doing the same thing every day and you know, in the context of like, if you have a habit that you w","I don't know if this is useful, but there is a class of problems that are hard to solve in AI. These are the kinds of problems where there is no strai","the earth is a sphere, and the earth is in the universe. So, the earth is the universe. You can use it. You can go anywhere, the moon, Mars, and there","but also that you can't put anything on your desk, and you can't leave any items on your desk. That means that we need to have a policy where everythi","the idea of the self is actually quite interesting, because that's one of the big things in the cognitive science of mind right now is how does the mi","okay, I'm trying to think about the big picture here, but also I need to think about how the brain actually works, so I'm trying to figure out which p","this is very similar to the concept of the mind wandering. There are different ways that people describe what they do. Some people talk about being in","And this is interesting because you know it's an area of study and I mean there's a lot of people that study the brain and a lot of the areas of the b","and it's interesting how we can get so far with the internet, and so far with everything, and so many people, and it's all digital, and the idea of wh","and I can't just say that because it's a statement. But if I put it in a context, that's one thing I could say. I guess a little bit of context is alw","a big wall, like a big wall of text and, on the wall, there's some code and some stuff going on in the background, like a web server and it's like you","so then you have to decide how much to tell, how much to show, how much, you know, that's kind of where the lines are between, you know. How much is j","that the government can't be held accountable because they have these people that don't do anything. So that the people can't even be held accountable","the number of people that are here that I think are either in denial about what's happening or they're trying to take the blame away from themselves. ","but what I don't know is what is the impact on a global level of the work that we're doing. I have seen this in my own life, that when we do good work","And then I started to think about some of the things that the people in our country that we are facing that have been able to do and the things that a","we are so busy. We are busy in the service of God, but we are also busy in the everyday life. And so that is where we are. We are doing a lot of thing","and then when I go on these trips and I spend all this time looking at all this stuff, and then I go back and I have no idea what I'm going to do with","you know I just... I remember when we were doing... like the... we were... like doing the... in the... in... I mean... when we were at... when we went","we have a new year at the university, right? There's a new administration, right? And some of the new things that they've announced is that there's a ","I was a big fan of this game for a while and it's something that has to change, that has to evolve. And we've made some changes. And so this is a new ","the other thing I'm thinking about is that, that the thing that we have to keep in mind when we are considering this is that the data set that we have","what I want to do is to be able to develop a theory about how to interpret this data so that we can understand the real meaning. So what I want to tak","I remember that when I first heard the concept of thinking machines in the mid-1990s I thought that was really a cool thing to do. And that was sort o","this is the sort of thing I'm talking about. I'm talking in terms of this little bit of material, which is a really simple thing to build from. I mean","there's a couple things I think about... I think about my next class, which is probably the most important class I'm going to take in the next couple ","you know that they do that. They can, in effect, set up a system where, you know, when they have to go to a meeting, they get together and say, we're ","I mean, I want to get a job in some kind of an analytics-related field, so that means, like, the quantitative side, the statistical side, machine lear","15 minutes of it was the same thing over and over again. It was a lot of like, this is a good way to do this. This is a bad way to do that.","and you can see that the two [images of the two birds] are both connected to the same concept, which is that this is a graph and that graph is a funct","you're gonna have to set some boundaries on that. That's gonna have to happen at some point. I'll have to talk to you about that. And there's gonna be","I have been to the museum, which is actually a huge space that is a public space and a research facility, and that's where they have their new researc","well, and you know, it was really a different way of doing things, but it's interesting to see how some of these ideas could be adapted, and how it co","I feel like I don't have enough time to work. I don't have time to work, or enough time to do all the things I need to do and work, and it's like I","so we would have to implement the right process for the right algorithm and that's, that's a hard, it's hard to do, and that's why we, why we haven't ","It's a great exercise. I have a problem that I'm working on, that I've had for years now, which is how to deal with the world and the politics of the ","I had a vision for a long time. I have been trying to put it into words and I am trying to get a system going, but I have had a vision that we can cre","[T]hat is a new kind of experience for us in AI, is that we don’t just have models or representations of the world that we can reason about, but we ca","and so, let me describe to you the future of this system, and so the future is going to be that we have, you know, one of the goals of the system, whi","and then there was an attempt to run for President in 1976. There was an attempt by the Republicans and the Democrats, and I don't know the details of","uh, just to kind of put my own little thoughts in perspective. I've got a number of things that I think we've talked about, a number of ideas that hav","I'm wondering why I'm here and what I'm doing here. I don't really understand why I'm doing this. I was invited to be here on my own, which is not the","and we should get down to the details. How can you take, let's say, an environmental company, say, a wind energy company. How does a wind energy compa","I'm going to say some things and then you'll try to figure out how to correct them. I'm going to do some kind of simple problem. I'll ask you to try t","I'm going to make this a list. I'm going to start a list of the things that I'm going to do. So I'm going to need to buy a new computer. I'm","I don't even know where I'm going to work. I don't even have a job yet, so I don't really have any idea about how I'm going to go about getting a job","I was just thinking, the only time I could see any other thing I could see it as a time when I was using a car, I'm a car owner now, so that's, so","I went to this place to, I believe, get the address for the, uh, for the house. Uh, the house I'm looking at, um, I got it. I got the","we're going to be working on the new product, new product, the new product. I just started this morning, we're going to get started at 8:30. We're goi","So what was that. The reason we want to be a billion-dollar company is to give a thousand jobs. What I'm trying to do in this company is I'm trying to","this is how I felt. I feel very good because I have some good friends. I have a group of friends who work on the same company, so they are like me, th","I mean it's all about what they're doing right now, it's not about what they were doing 10 years ago and it's not what they're going to do in 10","I'm not really going to the gym right now, but I am going to be on the road. And, you know, it's always a bit of a pain for me, as I mentioned","I was thinking about how a lot of what I was saying, I don't think it was actually going to be a part of my resume. I've got a lot of ideas that I thi","I remember being a kid and I had to take a test on the way to college that was pretty basic and I'm just not sure whether I got it right or not. I don","we've got to get this right. We've got to make sure the world knows what we're doing here. We've already been here. It was a very exciting time. I'm r","And that is going to be something that will take a lot of time and a lot of money to do. But we have to get on with it. And we're going to be in for a","and then that's when I would have to be the guy that could be the one to really push for that, because if we didn't have enough people in this country","this is a problem, that's the big problem. You know, you can't put people like that, or you can't have people like that in government. Because you kno","yeah, I think the main problem is that we are not as strong as we should be in the military and in the economy. And so we need to spend more money and","we're going to have to make some hard decisions at some point...and it's going to be hard to make some of those decisions. And it's going to affect ou","there's a whole new world of work to do on this. So I mean, there's a lot of really big, new issues of the economy that we're just not even thinking a","I was actually thinking about my current project and that I was just kind of going through the motions, which is fine and it's a great way to get stuf","So that we're talking about the level of the country. And I was thinking, well, when we start to talk about the level, then it becomes really more abo","I wonder what a person who comes back to the United States is going to look like in five to 10 years. That's the one I was most worried about, that we","the thing that's not working is the government's just trying to get things done. And I think that's what's happening in the government's really trying","what I have been thinking a lot about this week is the fact that, I think we've been doing a lot of good work, and I think we're actually getting read","it was a kind of an exercise to me, a kind of a mind map, so I didn't get bogged down in any particular way in any of the details of the individual de","we've done it and now we just need to get it to work, and that's what we've been working on the last three years and we've made some very rapid progre","so we have a system, I'm going to turn it off, and then we're going to see, I think, how the system performs, and then it will be turned back on. And","I'm saying that we need to find some way to kind of have this on a regular basis, especially if we can't be sure of our next meeting. If we can't make","the more time I spent with people, the more time they spend, the more I'm becoming a part of their daily life, the more they understand the problems t","and now I'm in the situation of the US and UK and Europe and all of their countries. I am now in a situation where the Chinese, in terms of their rhet","I'm reading, actually, a book called 'The New York Times Almanac'. And I just looked through the page, the 2020 page, and there are some really intere","I think that if we're going to really get a good understanding of what is happening in the brain, then we need to understand what is going on in the b","and I'm in this whole other world where it's basically a government, it's an educational government, but it's a government in a way that I would never","in some sense I am trying to become a more informed and engaged citizen. So I want to have a more informed conversation about things like climate chan","I guess that was a good thing. I don't know why people would do things like that, or why people would care about things like that. And I think there's","I have a question to ask about the problem of the American economy, the question is how long will it take for the American economy to recover? And thi","I don't understand what the purpose of this is. And the answer is, there isn't one, right? If we have a purpose, it's to help people. And so, that's","so we've been discussing, I think, a couple of people in the last two days, a couple of conversations that are occurring, a couple of different things","I was looking at this picture of an artist in the brain, and I wondered, what would you say is the part that creates the artist? I was going to say th","we are not ready to solve problems at a scale of a country or the world. We have to solve problems with the resources that are available and with the ","but we can't have a second brain that's not linked to the other one, otherwise it will become too complex to deal with. ... And the other thing is the","in the time I have had with my dad, I have been able to understand a little bit more of what he was thinking, and so I can actually, in the back of my","I'm thinking that when I make decisions, I try to consider all possible options and try to weigh pros and cons of each of them. For example, when I co","well, I guess, the more that's being discussed in the media is that, uh, there are, you know, certain policies that need to be put in place in terms o","I think there are many aspects of it, but one of them is, I think it's an issue of communication, but it's not a one-way communication. It's two-way c","the end of the day is the end of the month. The end of the year is the end... we can say that the end of any time frame is a problem of the beginning ","I am going to a party. I will be sitting on the couch in front of a big screen, watching the 14th of July fireworks over Paris. I am going in my offic","I don't know how to put it. But I have an idea. You know, it's kind of like that, I'm not sure if it's related or not, but the concept of","so it's like... you know, maybe you want to look into it, or you have to look at it, or maybe you want, you know, it's a good idea. Maybe you","I'm thinking of all the other ways, how I could have made more money with the same money. Like, I mean, if I were to have bought into a stock and now ","I feel good. I don't think it is a great idea to do what the other guy is doing, which is he's going to do a lot of stuff by himself, but I think it","we can get to a state where we can be like a real person, where you're not really going to be able to distinguish between what is being told by the ot","okay, so we're talking about this one, this one is a little bit of a weird one, this is kind of the first time where we have some real direct input fr","there's a few people who have gone on to use this as a source of inspiration for their own work, and of course this is a very small sample, and it's a","oh and the thing is, and this is kind of like, it's like it's like a very, very big thing in my life, I have a friend that I've known for many years","I think about a lot of different things. One thing I think about is the fact that it seems like the majority of the work that I do is work on things t","and we're talking about the social impact of artificial intelligence in education, and I don't know how it will go over, because we've been talking ab","So, I'm thinking about a lot of my memories. And it's funny because the one thing that's always fascinated me is that if you look at, if you look, I'm","So I was thinking about this a lot in my mind and I was trying to get a grip on it, like why are we all so busy with work? You know, we're all like wo","And also in some ways like the end of the world is coming, and like the internet is coming to an end, I mean the internet is obviously going to become","I don't really know what I would say. I mean, it's something I'm really good at. I do this all the time. I talk to myself, I think about stuff like th","I've been trying to understand the relationship between a computer program and a computer's ability to reason. If I was to create a computer program t","I don't want to tell you everything here. This is a bit of a cheat, right? The thing is, I really want to get better at this. I don't know what I want","So I think there's a lot of potential for a lot of machine learning systems to be really powerful and really effective. The only problem is they're a ","this is a kind of thought. And I think of that as an interesting thing, because I think that's what we do in science. We start with some problem, we f","I mean, it's just the kind of thing that I've heard about and I'm curious to find out that we could be able to look into a brain and see where these d","so that's another way of looking at the problem. You know, I had a hypothesis, let's say, that's the most likely explanation of the data that you're s","(pause) And then he was, I'm not sure if the evidence has been established that the brain actually changes, or even that the brain can change. That's ","and if I think about something that's like a thought that's similar to what I've seen in other people's work, like the work of the psychologists that ","and we know that we are in a state where we are moving from this, that there is no actual state in which there are particles moving that way. There's ","I think I just thought I was thinking I was thinking about... I'm thinking about something else. I'm trying to... I'm trying to get my mind back to wh","a little bit of an activity, that is, an activity, of, of just, you know, just a thought that comes to mind, it's just a thought, it's not necessarily","the time that it takes for one to actually perform a task and actually perform something as well as the time to actually perform the task is one of th","a 77. And then it goes down to a 17, which is the lower bound of the standard normal distribution. And that's what we are looking for. Okay. Now,","and I know what the number of days is, or the number of seconds is, that you'd need to walk around the sun in a circle at the equator at the speed of ","and now, in the end, the data from all this should be integrated and they'll be published and they'll all go to a publisher who will take the data and","we're doing a lot of work on that and you know, so we've got that project on our plate for the next couple of weeks, we're going to be trying to imple","and in that sense, you know, we're still, we're not, the world is still not quite in the same state that it was in the early part of the century. And,","and I have to be more careful about how I think about people and how I approach things. The more we try to understand what's going on and why people d","I'm working on my 3D modeling stuff right now. So I have been looking at this problem: how to build 3D models using data from different sources, which","I think you've done this before, that's good, it's very nice, it's not so much. You can do it, and then you can say that the problem is that it's","I'm here in the room. I've been here for about 25 minutes. I think I've done quite a bit of thinking. It's not that I'm particularly active with my mi","The whole thing, the whole thing is pretty much a kind of a project management. It's about having some sort of a clear strategy and then being able to","the way I think about things, it's like I have a bunch of little Lego bricks, and each one is a different piece of information, and I put them togethe","yeah, I had this thought. I think I could do it in an easier way. So, I'm thinking about how the system works, and there is a way of doing it. There i","I don't think that this is an important question, because I don't think I can make any progress, because I'm going to be able to make any progress in ","I have a goal. It is to learn to do things better and more efficiently and to think more efficiently. And I want to make that a goal that I can measur","I guess that's why it's called a thought. Thought, there is no other way to define it. But to a human, what they do is that they take what they're thi","I'll talk about how to get started. How can you get started in your research? You should pick a research problem that interests you and that you care ","I'm in the lab right now. I'm working with my advisor. He's a very good scientist, but he's also a very nice guy. He's very supportive. I have an advi","and I've heard the number one problem is that people aren't getting enough sleep, and there are these studies, they have studied the sleep patterns of","we get a lot of work in that field and then we start to get into some of the applications and we start to see how that can help people with their chro","and I'm just kind of... I think this is what I was saying here: that we've been looking at these processes, the ones that are happening, the ones that","so I'm reading about how people were trying to think about the differences between different kinds of networks, and how networks in the brain have to ","what is this, we can see the objects in front of us, but we can also see them in our mind and we can also go in the other direction and create objects","a lot of people who are, who are not on this side of the fence are saying that, you know, there's a lot of uncertainty and we're in a transition perio","it's like what happens when you're doing a job and you're like, okay, I'm going to do this task, so I'm doing it in the background. I'm going to be","I feel a lot of pressure. I feel a lot of anxiety. I don't know where this pressure is coming from. Is it a financial pressure? I feel like the govern","I am also in my dream world. I'm in a dream world and I'm looking for my keys and I don't know what to do. I'm sitting here, I don't want to","I just woke up. My wife's been asleep in my bed. I'm in my bed in the bedroom. I'm wondering what's going on. I'm a bit confused because my wife and","I am a 11th grader. So, I'm in my third year of my undergraduate degree in engineering. And it's a degree that I've done that's kind of in the","uh-huh, yeah, yeah, I think the world is just going to be very weird. I mean, I'm just gonna be on a totally different level for a while and then just","the only way to solve the problem is to make a new set of rules. Now the current set of rules for me is that I'm going to look at a 6-month plan, and ","so the actual plan is that we have a sort of a vision for the organization, and that's sort of a strategic plan, where we identify the long-term goals","my little daughter has gone to college. She's graduating next year from college. She just had her 12th birthday. She's a sophomore in college. So, we ","[it] is very common in our area. In some cases, they may be using it as a tool to sort of help themselves get out of a tough spot, or maybe a tough re","it's good to know that you have this support, it's good, it's the first time, for me, for me I can have a place to talk and share the knowledge, the e","yeah, there's that idea of the self is the conscious. What is that? And I wonder if there's a self, is the self something that's always present or if ","I just read a study where the researchers were trying to find out, are humans good at being able to predict the future? They came up with a couple of ","you know, this is like when you see a tree and you're like, 'oh, this looks like a tree', but you don't know what the tree is, or you know what the","And so, and so, that's what they call, they call the, I don't know, the... The... I don't even know, the way that they... I don't...","I have a strong feeling that you have a strong connection to the universe. If you don't understand that, you should work on that. ...I think, I know a","I'm gonna need to find a way to go back to the '50s, so I could come up with something that's really good and make some of the things I want to make i","[s]o, it's all about, it's the only one thing that I care about and that's just like the first thing that I ever learned how to play an instrument, is","so when I started, you know, the, the, a lot of the people I work with I didn't have a lot of, I didn't know a lot of them personally, but now","we have to decide which are the most appropriate areas of study for the group that we're going to be in. So, there's a number of options, of different","so we've been looking at a couple different things, so we've looked at what we can do in the classroom. We've looked at the teaching and learning appr","so then I started thinking about the amount of work you've put in. The amount of work that you've put into building this organization, building your c","[I]t was in that kind of situation where I was working in a company, we were getting a lot of requests from the customer. So the problem was that we w","[I] was just trying to think about this whole idea of how this sort of, like, in the business world, a lot of the ideas are focused on how, like, how ","And the problem is that if I go and do that, I might find a few hundred dollars, but I would have to pay that in tax. I can't even think of it. If it","[The] most interesting part is to try to get some sense of the connection between the work that we're doing and the world outside. We're not just tryi","I feel good, I've been doing my meditation and I've been practicing this stuff for like three years. I feel great, but I can't get people to take me s","okay, so you know, you know, I was talking about this idea of the idea of the model that is actually a kind of a generative model, and that's somethin","I've been reading about how the brain is like a computer and there's all these different areas, like there's this little area that's dedicated to proc","right. I'm trying to think of an analogy, like a metaphor or a simile. And the thing that comes to my mind is, if you think of your brain as a compute","I'm wondering why I'm thinking about this. Is it because I've heard about the latest developments in neuroscience, and they're thinking about this in ","we know a lot about the way the brain works, how it makes decisions. We know a lot, but there's also a lot of things we don't know. We have a lot of k","I can see a lot of information, a lot of different bits of data. I can also see that the data is not integrated, that it is not in an organized way. I","the left side, the right side, the center, the right, the center and the left, the right and the center, and the left and the right. We have the cente","but the most important thing is to listen. And it's just like the practice. I just like to see what the most important part of the practice is. Becaus","I think it's the best thing you could do... You could go out there and I think you could probably be an extremely good designer of things that are goi","So we could try to have a better idea of the distribution of these, and this would be a much more fine-grained idea of the human experience. I think t","So, it's actually a process that I'm talking about. I'm talking, like, a lot about process. And then the question is, why should we have a process of ","[t]he way we've been using deep learning, and it's an amazing approach, we've been very focused on using the data as it's being collected. [And] the a","I guess you don't really need a lot of data, to make these estimates, but you do need some kind of model. So maybe the real problem is, you do need a ","I was thinking that it would be good to have some kind of like... a computer program that has the ability to... well, to have access to the entire wor","So it's kind of a logical extension of the argument, that the reason the human genome project was such a success, was because people are used to worki","I wonder what we're going to do in the next decade. I mean, that's like a very long time, like 10, 10 years from now, the next decade of","yeah, I would say that's probably because the world is a little bit more complex. So that the people that are better at working with complex informati","what is the purpose of my life? That is something that I am wondering about. If I think about it, it's very clear that the purpose of life is to live ","and then, like, you know, if I think about that, the person who is going to be my wife is going to say, well, I can't afford it, so I'm going","yeah, yeah, well, you know, the government is, is basically, is a group of people who are basically in charge of the, of the country, and they, you kn","and then it's like, well, what I'm saying is that like the Chinese government, in particular, has been really doing a lot of work on the education sys","that's why the whole thing is a joke. We've had the same sort of thing going on since, I mean, since the end of the 1990s. We've had","I mean that there are things that I was working on, but I have to have people like you come in here and say 'we can't afford to do that. This is the w","this is actually kind of important because, if you think about it, this is like a reverse sort of argument to what a lot of other studies that have be","that's all well and good but it's hard to imagine that's the kind of thing we'd be able to do. We'd be able to... we'd be getting a very specific mess","I've been thinking a lot about the problem of the day, I mean, of the problem of global warming. So, the fact that we have to go to space is an import","the way that it works is, it's kind of like a bunch of tiny little light bulbs. You have one light bulb for every category in your brain. Every catego","I was thinking about some of the questions that I have about the practice of data analysis, the way that it's being done by the scientific community a","and it's a lot of people. So if there's a lot people, and the question is, how much does that matter to how effective that intervention is, there's a ","The world is not like a movie where you know how everything is going to happen. It’s a bit more of an unpredictable process where it’s like, ‘Hey, we ","I'm going to make a little diagram to show this... a little diagram of the three layers of the universe. I'm going to use a color coding system that's","the idea that some things are immutable. Like your genetic makeup, the genetic makeup of your children, the genetic makeup of the species that you bel","it's like, there's so many problems that, and it's just too many problems. And there's not enough resources and there's not just that the people that ","it's really important to have the right people in the right place, and the right technology. That's how we've got to get the right people to make thos","it's like a new chapter of the book of the Bible. It's like it's a new chapter. And it's not like, for example, the church of Jesus Christ of Latter D","So what do you say about the United Nations? What are the United Nations, and what can we do to change the way we have them? And I think the way to ch","I have some experience with this... I don't know... I don't see, but I have some sense of... I have some understanding of why this is going to work. B","there's a lot of reasons for why I think we need to think about this, especially for the next 10 years and 100 years of technology development. I thin","I would like to go on the topic of how to build a community, especially in a global way. I would say that the first step is to realize that we all liv","there’s a lot of work going on now around the idea of, of of, of, of the role of, of language in social justice movements. And the problem is that a l","I had a friend, I know, that I thought was, that was a bit of a libertarian. And they have a new book out and I don't have time to read it right now,","I would say I'm in a fairly good mood right now. I'm not really sure what the future is going to bring, but I think that for the most part, the world ","And we're trying to, uh, we're trying now, I guess, to kind of identify what are the biggest, most important issues facing the world right now and to ","[I]t's also really interesting to think about, because I was talking with you guys about how it would be really interesting to sort of have a more sor","you know, I just look at a lot of different things. I try to go around and do a lot of my research, a lot of the literature review. I think about what","I don't know... I don't know. I don't... I don't even know, you know, the difference between a strategy and a tactic. I don't really know how I would","I guess that's an interesting thing, the idea that there's an intellectual aspect that's important in the decision-making, but I feel like the majorit","I've seen an article today about how they're looking at some sort of a, this is probably a good time, not a good time to talk about this, but they're ","I'm looking forward to that. I don't have a good relationship with my parents, my parents are older than me. So, I've always had a hard time with my p","So, you know, I was talking with a friend of mine, and it was an online discussion of, you know, people who were in their 20s and 30s who","we're going to get back to the work on this, on this work on this work, but it's going to be different because I think that we have to go into a much ","there is this kind of like... there is a lot of talk about the idea of, I think, the need for the world to be like an ecosystem where all things are i","I'm writing some thoughts about this in the book. So this is all the work that is happening here in the background, which you don't actually notice. .","and then that was followed by a lot of thought about why I'm not doing as much as I want to do in terms of research, but that was then followed by a c","that's kind of how I think about it. So I've actually got some of these videos. I'll try and send them to you. They're all just about my thoughts that","[I'm] thinking about my dissertation and, as you know, it's in the very, very final stages right now, and I have a bunch of different drafts that are,","yeah, the other thing is like when you see someone's, when you see people that are working with different technologies. You know, it's like, I remembe","my sense of security. The one thing that's always been a real challenge for me in the last, for instance, two or three decades is that I'm always worr","that's really interesting that the amount of the effort that people have to make in order to learn to work, work for themselves is different in some w","this is a very big part of the future, because we will be in space and we will be taking care of the Earth and we will have to be doing that in a sust","the fact that we've got a lot of people who have a lot of skills, and I think there's a lot of advantages to that, but if there's a downside, I think ","so the next step I think in our own personal world, the next step that we'll be doing is to start implementing the techniques that we're going to be l","and I was wondering about, you know, I'm actually having some issues with the, with some of my, with the new, with the, I guess the new, the new, you ","[t]he biggest challenge is that I don't have a good way of tracking the things that I want to track, or the metrics that I want in a team, and then ma","what are we doing today, what are we doing with our data? We're collecting the data, and then we're trying to figure out how to make some sort of anal","so it was good for my brain. I can, I think it was the same. It was more difficult to solve it. So I think that was good. I think I was in the middle","okay, let's see, let's let's let the past be the past, yeah, so, you know, you, you need to look at, you know what I'm trying to say","I have this, I have this, my boss just left me a message saying, hey, let me know what's going on. I don't know if they're gonna come in today or not","I think that's important because one of the things that I'm trying to figure out is what we do with all of these AI systems that we've built. What are","it's the first one, the one where, where, which has been done, which has not been done, and that's the one that has been done. And we have not, we hav","and, uh, you know, it was a little, I mean, it was an interesting experience. I mean, you know, I've been here, you know, for a long time,","and if they don't want to say something, they're not saying something. But I'll say something, you know, I'm a little bit worried about the fact that ","[the] goal is to get to the root of the problem, because there's always a root of the problem that is driving the system in this direction. So if you ","I've always had to have an I, and a, and then a very big space after it. So there's no space there, I think, when we're using this tool, it's","I don't know what to do with the idea that we need to put the people who are causing the most damage in our society, that is, the people who have the ","And so it's very difficult for me to say, like, what is my best strategy or my best answer for something. Like, I can't tell you, like, my favorite wa","okay, let's say I have some time to look at what I'm going to do next week, and I have two options. Option 1 is that I have a bunch of 10","So you don't know that one... that you know, I know this. And I've been trying to get you to find that, and I have been very close. I can see it,","so I'm just trying to work through a bit of the business of a year end report that I've got, and just trying to get a feel for the data in the various","I'm going to make some new coffee. And then I'm going to, I'm going to drink that and then I'm just going to go home. And I'm going home with some inf","And that's what I do, is I spend time doing research, and then I work with the university and the local schools and things like that and then I put to","so I just realized, actually, I don't have a new video right now, so I should probably start doing that. So I don't want to put a lot of time into the","and then it's like, you know, I'll just I'll just make my own schedule. And then it's it's really going to work out for me. And then you know, the","just thinking about work. Thinking about the meeting tomorrow, like, maybe, you know, we just went out on a, yeah, I think the, I think it was on Tues","yeah I guess I didn't really have a lot to say but I can't think of much. I think it might be a little bit early. I don't have a lot of good examples ","my, that was a good one. That's a good one I should be, I should be looking up to that. So I should be a little bit better at that and a little bit mo","uh... the... the... uh... the weather right now is not exactly ideal... so i've been i've been thinking about uh... well, i can think of a lot of ways","okay so you know I was just like last week, I went to see a movie. It was about uh uh. Oh yeah, it was about um, uh, I can't remember what the","and so I don't think the research that's been done in the last ten years on AI has really been able to ... to take on the challenge of building someth","[thinking about] the things that people are saying about the coronavirus right now, and some of the things that are being reported and some of the thi","there's a lot of really interesting stuff. It's been quite a while since I've played with this idea and I've been really impressed by this work and I'","okay. Now I have to think about the right questions. I was going to say something about how, I don't know, how the government and the like are working","and I can see how that could be an advantage for AI, like GPTs, because I think they can kind of, there's a couple of examples of this already. One is","so the big idea is that if you can get an AI to come up with a plan for solving an environmental challenge or a global challenge or a scientific chall","and then I'm thinking, what can I say to you? I'm thinking about the time I spent in your office. It was really nice. It was nice. I actually spent tw","it's like I said I was going to try and get into the private sector or private sector work, but it was a long shot. And I'm thinking, like, what's my,","The... The problem is, we do need to think of how we can expand the capabilities of AI, and the reason is that it's a much smaller problem than what y","okay so yeah that's that's that was the one thing that that was the the problem is that was the thing that's that's the thing that really caught my at","I've been thinking a lot about this sort of thing and also like my work, like my personal work. I've been thinking about, like, okay, like a few weeks","and I have been thinking about the time, you know, we were having lunch together, and you were saying that you were working on an email right now, and","So the point was, you know, it was it was it wasn't it wasn't an event it wasn't a milestone, it wasn't even it wasn't something that really changed t"],["And there's a lot of people who work for the same reason that I work, right? Because there's a good purpose for it, that I know what I'm doing. And I ","I have a thing I need to get done that's in my computer and that's in the mail. And I have to go out and buy some more mail and send it off. I need to","and I've had a bunch of people that I have to call to see if they want to be in my family, and then I get to the point where I have to say, do you wan","and then I was just doing all kinds of little things in my life and then, then, it just seemed like that the economy was getting worse and worse and w","and it's just a matter of time before one of you will have a stroke, and you'll be like me and be in a wheelchair for life. And so if I want to have a","I know there are different ways to make a living. I know I could do a job I can do, but it's a lot more difficult to make the same amount of money. It","it's 12:15. I'll see if I can get the job. That's a big job. I'm glad I have it. I'm just wondering what it will be","you know, you look at it, I mean, this is how it's written. So I don't know if I want to go in, or if I want to not go in. I","I was thinking about the 1948 attack. And we know that there is a connection between the 1947-1948 war and the 100 percent","I'm going to be out of town next week and I have to take the kids to school every morning and I wonder if I can't just leave the kids here with someon","we should be doing this in the summer. We were supposed to be doing this, we were supposed to have been doing this, the whole thing is, the whole idea","and then I have to go in and start teaching them the computer stuff and that's something that I'm not really comfortable with. So I'm going to have to","I've got a new job, so I don't really need a lot of time to work. And the thing is, I was going to go in, and I was like, I want to","you're not going to get a new contract with the city for the next five years, it's going to be 50% cut, and you're going to get no funding. You can","and you know, when you're at a place like that where you can't afford your own business, and you're going to have to take a loan from the bank, it's g","in my life I've been in the same place twice. Once as a student at Columbia, and I worked in a restaurant. That's how I got in to finance. So I've bee","I was saying this morning that my father used to say that I had a high school diploma. Well, I had it, but it was not a real diploma. It was an Advanc","I'm still thinking about that. We've got to think about that. I don't know what we can do about the workers that are working down in the mines. I know","I have a lot of difficulty getting myself out of the rut of thinking that I have to go to the same place. So, when I go to the PNC bank, I'll be in my","uh-huh, I don't know if I've ever done a thing like that... uh-huh... uh-huh. But uh, the last time I took an exam was probably over a","I just can't say, like I said, I can't say it, like, what we can do with these, you know, like the like, I've got a problem with it.","I got a call last week from a new client. It was a... a client. A small client, about 25 million. It was about 22 million, I'm not sure","I've done it, I'm out of it. I'm done, it's over. I'm out. I'm going to get some sleep. And then I'm going home. And then","and you know, the big problem is that we have such a terrible history, as a nation, of people getting in there and they're like, 'OK, well, I'm gonna ","you know, I have a good friend who is a scientist and he's working on some stuff and it's getting pretty close to being finished, and I have no idea w","So I was actually reading a book the other day about the... The history of the Internet, and it actually turned out to be a book... It's like, this is","and I guess there is something I should probably be doing in terms of keeping up on this, and I'm not sure if that's a good way of saying it, but I'm ","there's been a lot of effort put into these last few years trying to bring more women into the business. But I think the reason why it hasn't been suc","the Internet's good for business, I think, it's good for the world, it's bad for business, it's not good for the world because it's so easy to get out","a new perspective, a new vision of our place in the world, of our place with respect to the universe. This is very, very exciting. And we have the opp","and there is a sort of ... the internet has its own way of measuring the importance of information on the internet. I don't want to say a Google Page ","And that was in part due to the fact that we're now dealing with a smaller and smaller segment of the market, but a very important and valuable segmen","we have a lot of data about how people perceive data, and how they're interested in data. We're also getting a lot of interest from the government, be","there's a new idea, actually, which is the idea that we have a system of cognitive networks. So there's a cognitive network, and that network is not i","[a] little more than a week ago I was in the Netherlands at the 2nd International Workshop on Data Fusion. And that was interesting because this works","that's kind of a funny thing... you know... to say... you know, in a lot of ways... people... who... who, you know... people who are sort of... the...","a good deal of my work is concerned with, you know, a sort of, you know... the general sort of management of... of the work, and a lot of it is concer","I guess a lot of it is how they treat the material. I mean, there are a lot of times when the material is presented in such a way that it's really eas","we can't figure it out, so we're doing this study. So you have to do this study. You can't do anything else, because that's the way to find out what p","you have a good idea, the idea of using this data to create a better prediction. I think it's pretty important to do that, and I think it would be ver","And then there's a group of people who say that these things are not evidence. I've always been puzzled by that, because they say they're not evidence","so if you're going to, say, do a little bit of work, I think you would need to do a little bit more work, just so you can get to some of the other iss","uh you know how that was a way of trying to make this happen but now that you've been successful there is a lot of new challenges and a lot of what we","I'm really not sure what you want to do with this material. I'm thinking about writing a book, but I don't really have the time to do that. I'd probab","what is happening is that when we get into the new technologies, and I would say that this is the case with AI and with data analytics and the use of ","I just want to go out, just go out, and let people experience it and see it. I am really happy and excited about it. It's such a good example of how a","So, like, if you look at this, it's basically what's happening in the world. If you look at the world, there's all this stuff that is happening in the","this is a very interesting study of the human mind. And I want to get to the bottom of the human experience as we experience it and then get to the ex","I think it's quite a natural thing that we, as a society, do have a responsibility to care for one another, but in our particular situation, we're in ","It's not that I don't know what to do, and I have the experience in terms of having been to the US and having lived for a few years in the US, but the","I have a feeling that we're getting to a point where you can be almost anywhere in the world with a good Internet connection. But there's a problem in","I have an idea for an application, let's call it something like an RSS feed reader. So when you go to a page, and you have some sort of RSS feed comin","we are going to see how this plays out over time, I think that is something that we should look at, it is important. ... [I am] looking at the market,","there's this one paper that I wrote a couple of years ago on this notion of 'stakeholders' and 'value creation' in the context of the world's largest ","this is a long-term effort to improve my capacity to do so, and to be able to see and identify and track what is happening, to identify problems and t","So, I guess, if we're gonna have a really, really good idea for our approach, we need to be looking at, you know, not just the question of, you know, ","and I started with the problem that I need to know, I need to find out who's working, who's actually contributing. And I have an assumption that a lot","that you can actually change things, even when people don't like it. The reason it's hard for people to do that is because it's a very different way o","we can also measure that...the user is engaged in a very complicated process of managing the network, which can be done by an individual. But we can a","I'm thinking of the way that it's always hard to make decisions. I guess it's the uncertainty. There's a lot of uncertainty in a project. There's many","this is a very interesting problem: the first step in thinking is that we have an idea. What are the elements of an idea? Is an idea a collection of w","the amount of stuff that goes through our mind. I've just got a few minutes of sleep. So there's a lot of stuff that's just running through my mind, a","that's the way I felt when I first started in the world of statistics... that's the way we start in computer science... I would just... I don't know..","the thought about the software is that it is a little bit of an AI and it tries to reason, and it tries to infer, and it is looking at a problem and i","I am in a room, and a window. I am not in a window, but I can look out of a window. I have a window. On the other side of the window, there","that's the same as having a set of rules, but we don't have those in place now. So, we just have a lot of free-flowing exploration, and then we'll see","[I'm thinking] of the idea of using a different approach, the one I've used before in my own work with cognitive development: the idea of a think-alou","it's really nice because it's a combination of two things. On the one hand we have our old models of how to think of cognition and learning in the bra","I'm in this kind of position where I'm not sure what the outcome of this is. I mean, you know, I am a practitioner in this domain. I'm a practitioner ","it's really hard to talk about that [the difficulty of finding a job in a tight labor market], because I'm a low-level programmer, but I'm not a low-l","a kind of decision process I do with a lot of people, which is basically they would bring to me a list of things that they're trying to do. So for ins","[t]hink about how you would define a problem in terms of a set of properties of the thing that you're trying to solve. What are the properties of that","I have a few thoughts about the various ways in which we might take a set of observations and make them meaningful. The first is that we can take thes","I remember a lot of things. I remember being a child. I remember that my parents used to take me to a psychologist once a month or once a year. And I ","you know that it's a fact, you know that there's no other way to say that, there is no way to say it, no other way. And yet, if you actually look at","So you might imagine that it's not very efficient for us to use our memory, or our knowledge, or whatever it is that we want to say about a concept, b","It's a pretty bad situation because you're dealing with this individual, you don't know what they think, you don't have access to it, you don't even k","I would be very careful about making a judgment as to how much the things in the past affected the things in the present. That's a very dangerous thin","I have no idea. I mean, I would think the other way around, in that it's not an either/or, it's both, in that the probability is that both of these th","well, there's no particular reason to think that's not true. I mean, if I could just think of something that is very, very true that might be relevant","the number of people in the United States that have been infected with HIV since 1982. If we have 100,000 people infected with HIV in 19","the answer is a little bit more complicated, so there's a couple of answers that are available to us in terms of what is the optimal design of the exp","the same, the same. ... I mean, we have a lot of people that are not so well prepared, that are not very well prepared. ... The kind of people who hav","we know, we have all the experience in the world, but we just don't have the experience of having a conversation with another human being and saying, ","The thing that is particularly interesting about this is that in the sense of a decision theory it is interesting to note that in the decision process","well, the next step is to take these data and use them as the basis for developing a model of cognition. So that we're trying to create a cognitive mo","we're using the same techniques that I used in the past. There were all kinds of things that happened in the past that we were using, and the thing th","and that would be a way of saying, in the sense of a computer, you know, if it's just a data-driven process, then the computer is not going to make an","I know it is not exactly what you asked, but I think it is very instructive for all of us. We will try to do our best to keep the stream of consciousn","I'm not sure if it's an artifact of my thinking style, but the thoughts that I'm producing, and that I'm able to produce, do tend to have an inherent ","And you know, there's a lot of things that have to do with this idea of thinking and language. And I don't know, there was an idea that I had about th","there is a very good reason for that. The reason for that is that... is that the data is so noisy that... I don't know what else I can say. It's the d","you know the basic principles of logic that we had talked about before, that all reasoning is about connections and relationships between things and t","well, it's also true that the first step in understanding something is to define it. And, of course, the next step is to find out what the main proper","what I'm saying is that the two can be separated, the two can coexist, but you have to understand the difference. I mean, I'll tell you this. You can'","there is a way to organize thought which is not the classical one. So you do not organize your thoughts by classifying, but by organizing your thought","I have an image of a man holding a child. That is my first thought, that is my image. I don't have a mental image of the child in my head. I don't rea","So, that's what we do in a computer system. You get an algorithm. You get a mathematical model that can be used in a computer, that can be put in a pr","And when I go to the meeting tomorrow, I'm going to see what are the other options, to make the decision for the project. There's some people, includi","And it's kind of fun, I mean, I don't know what this is, but there's a kind of a sort of a feel, a sort of a pattern that is emerging as a","my wife's reaction to the whole thing has been, 'oh, that's kind of weird that you did that.' So I've tried to explain to her what the model is. And t","It's almost like, it's almost like the whole of this world, the whole of the world is just a simulation, and that there's a reality behind, behind thi","[T]hey are [these 'big' theories] often only approximations of the real structure of reality, and what they are most likely to do is to serve to organ","I'll have to make a few assumptions in the direction of the solutions, and then see how well they work. I'll assume that, given a set of observations,","what about the last year or so, where the rate of technological change has been so fast that people's abilities to keep up with it have been questione","if you wanted to make it an iterative system, you would have to have some notion of whether to stop and go to another stage and so forth. This is wher","and I wonder what the next step is going to be for me in this field. I've already given a lot of thought to what I would want to do. But that is only ","I'll be gone for about a month in September, and that's going to be a good time to be reviewing our stuff that we've been doing all year. And I've got","the weather is beautiful today. I hope we can go for a walk at the beach. I had a problem with the software yesterday and I'd like to ask the develope","... ... and the world is in crisis, I guess, and the way that we should address it is through a process of deep inquiry and reflection, and it's not g","so they were just trying to keep it at 17 and 18% for the last 10 or 15 years or so, and then suddenly it's 10%,","I don't have a good answer for that yet. There's not a great amount of evidence to indicate that it's going to be better, or going to be worse. It's h","[there] is this feeling, I would say, this is a feeling of an ideal future state where the amount of people that can be helped with their health and t","and then we can have a discussion in the evening of the topics that are coming up, the most important things that have been discussed during the week.","yeah, I know that the 1984 is very different because it's not just a single country. It's like, you know, in China or the USA, we can only see","and then you have the question, 'What if we put them in some kind of a political group or some kind of an organization to deal with these kinds of iss","what the heck is this about, what do we want to know and why do we have to know this. In other words, the first thing is the purpose of the research, ","and it's actually very funny when we don't have any. When we are completely paralyzed by a lack of information, and that can be a problem. I'm actuall","now, the thing I need to remember, it seems, is that, in order for me to make an observation that I can really work with, I need to take into account ","a lot of that, though, is really in the head. It's just not, it's not a part of the actual thing that is the work or the thing that is going on that I","I don't like it when you take out of your pocket your wallet and you're not going to use it, right? Like when you're in line in the supermarket, or yo","I've been thinking about how a lot of this stuff is just a matter of perception, and it's not that I'm not actually going to be able to solve these pr","[I]t's not the same. You see, I'm always on a [time] table. There's a lot of pressure there to be honest, to be right, to be quick","what is this? What is this? That's a piece of a paper. What's that? I mean, I'm not even sure that what's coming out is right or not, I'm","So you could be like a painter who's working on a picture. And as they work, they're not going to stop and think, what am I doing? What do I have? I'v","I would like to see how it would work if I did this on the computer. And I could try to write this out, but it's just a long list. And then, maybe, I","the reason I didn't want to go into this is I was trying to use the approach of this book as a way to help me think through my own work, and it seems ","so you've got to get those people who are thinking about a new project in a particular domain to try and articulate a problem, because that's a proble","The next question is, why do we do it? There's this whole set of ideas about what makes you happy and what makes you unhappy. Why do I have those idea","I am a white woman, I don't have to worry about being killed by someone who's a minority. I am a woman, I'm not a man, so I have a different set of","I've got a few things going on. One of them is this question of how do I define a real person. So let's see, here's a person, here's the thing that I","it was like we had two separate identities, one in which we are working very hard at developing, and then on the other hand there are these other thin","I'm sitting in a conference room. We're going to meet with this new software. It's a tool for writing and it's kind of like a word processor or someth","And then I'll start to write the script. I'll come up with the script. And I'll be working on the script and then I'll be on the call. And so what I'm","this is what we're trying to do here, is we're trying to take some data that we can look at, we're trying to pull it back from the data, we're trying ","and I'm trying to remember, now, the last time I've seen this. The last time I saw it was two years ago, I think. It's a very familiar design, but it","that's really just an algorithm, that's a process, it doesn't tell you exactly what to do, it doesn't give you any guarantees, it just gives you a bun","now I want to talk about the effect that these particular words had on you, and you're going to have to describe it in a little bit of depth. You're g","It's the first time I've written out the [narrative] stuff. I'm not a natural writer. I think I'm pretty good with my mind and my memory. I know I","So the research question is this, I think, or at least I'd like to have it, or I'm thinking about having it, what is the difference between the perfor","So the average time that you've been awake in the last 24 hours, is that roughly a minute. ... So we have a random, or a uniform, distribution here. .","the moment when I am sitting in this room and I see you in front of me. I think about this. The problem with that, of course, is that it's a very good","so you get to the point where the distribution of the values is actually Gaussian. But you also have to be able to make the assumption that that's tru","oh yeah, the last time, it was like I was watching some sort of video of my own behavior, but it wasn't a video that I had a conscious idea that I was","[it's] really important to be able to create a mental model of the world in which you live. That's what you need. You need to create a model of the un","and I've been thinking a lot about this concept of the probability of an event occurring. And in particular, I'm interested in how we can determine th","I'm talking to myself. I'm talking about the people that are going to see this. And how many of them are going to understand. The ones who will unders","I have no idea about the path that I follow in my life. The path is a process which I have to follow, and I have to do it through this whole lifetime.","and I'm saying to myself, 'This is a nice set of questions, and these are nice answers. Let's try to be able to combine them in a way that can help us","I just started writing this, and I realized, no, there's actually two things I want to do with the first one. One is to describe this, because that's ","you can see what is the subject, what is the object, what is an aspect of the object. You can see the different ways of analyzing this and also the di","it's not that you can't do something, but that it's hard to do it. The thing that I'm trying to do is not that I know that I have to do it, but","I've got 2000 images. Each image has a label. Each label has an object. Each object is part of a world. I've got a set of 200","there's this guy here... I'm looking at some kind of list... It's a list of numbers, I'm going to pick one... I'm picking the number 4 and I'm going","there are no new ways of thinking, there are only new ways of communicating what one thinks. There are no new ways to understand, there are just new w","what we were going to do today...okay, we were going to create a list of all the words in the language that are used to describe the concept of 'infor","what I do is that I use a method of thinking that I've used to be able to come to understand what is happening in the world around me, and what I thin","that was a bad choice, and that was a good choice. So, it's not a bad choice to pick one. I mean, it's a bad choice in some ways to pick one,","I have a feeling that I'll have a feeling, I'll have an image, an image of the object, of a person, and I'm just trying to describe it. It is a kind","a feeling of well being and harmony with the universe. And I can get into the feeling of well-being and harmony with others and with the universe by w","I have a theory that when you try to think about something, it's more difficult for you to have access to it than if you think about nothing at all. Y","I was at an event the other day and I was trying to remember something about a speech. I was going to be speaking at this event. I had forgotten. I wa","the system of linear equations has a solution if and only if the rank of the coefficient matrix and the augmented matrix are equal. This is because th","that is what it means to be alive. [pause] You see, that is what we mean by 'living.' [pause] that is what I mean by 'life.' [pause], that","you can take a simple set of observations and formulate them into a simple hypothesis. The hypothesis can then be tested. That is what I was saying to","[a]s a kind of metaphor, we can use a model of a database, where the user is given a set of values, and a user can search through it with a query. The","so when you come to the point where you're thinking about what it is that you want to do, the question of what it is, what it is the process by which ","a feeling of having to keep my hands on the controls... a feeling of needing to keep my attention... I'm wondering if there's any relationship between","[17] A young person, let's say a young person who is not yet adult. We can also say this in terms of an individual that is not yet cognitively adult. ","this is a picture of my house. I just want to have the house painted, so I've got my neighbor who is a painter come and paint the house. I'm going to ","and, in the middle, there was this book. And I was thinking of this book, which I didn't know about it. And, as I thought about this book, I started t","a child who's 3 months old, 6 months old, I've actually written about this, we have a lot of studies that show that there are developmental difference","that's another thing I'd like to do. I've been thinking about doing a little bit of work on the curriculum. I guess, I think it's more or less the sam","there is this whole set of things about how you can be good or bad. If you're being good you should be doing good deeds; if you're being bad you're do","[I]t was kind of a long day, so I just closed my eyes. And so, what I did was that I sat with my eyes closed, and then I was going to go","I don't like the way that the literature in the area of cognition and attention is organized. It's split in the way it is because the split is really ","[I] don't see why you should say, oh, this is an X and that is an X. What is it? I'm thinking about it now, it's a X, well","[I]f you just have a bunch of random thoughts, you would want to see some kind of pattern in there, and the idea of a random walk seems to fit. So tha","the word 'algorithm'... The word algorithm is a noun and a verb. As a verb, algorithm can be defined as a recipe or a sequence of steps for solving so","what is this thing that we call 'mind' anyway? Let me just think about that. The mind is just a physical object, it is nothing more than the brain, an","a couple of months ago, I had a dream that I was in the mountains with a friend and that I was on a search-and-rescue mission. I had this dream when I","I have no idea. I have no... I don't have... I have no clear idea of what is going on here. So... the data here, that we're looking at are what we","[T]he first thing I had to do when I got the ball was to find a spot on the field where I was going to kick the ball, and I had to estimate the distan","there's the whole question of, is there a limit to the amount of information that the brain can store. Like, if you can store 2,000 memories in your b","I want to say, this is the sort of thing that people who have done it know well, but I'm trying to find a way to put this in a way that is a little bi","it's not only the individual, but all of us have to accept the fact that we're not really individuals. We are individuals in this world, but we are no","I am trying to explain my problem in a very simple way and I do that by saying that if I had a piece of paper and a pen and I wrote down all the thing","it's very interesting. You know, I think that's one of the reasons why I am so interested in the study of consciousness is that I do think it's a fund","it's a little bit like how you would think when you're writing, how you have to write down and then edit your writing. And I find that there's a lot o","and I had this idea to look at the same number of the same size of squares, like, let's say, 10 squares of the same square, like a 10-by-","(1) the numbers in a matrix can be represented in binary notation, where each number is represented by a sequence of bits (0 and 1) to indicate their ","now we have two models and the first is the model for the [complex] system that is a finite state automaton with an external symbol set, so a finite s","I'm not sure exactly, but I'm guessing this is one of the big four (the big four are 16), so I would imagine that that means there are other 4s,","so the result is going to be that it's going to be a lot faster for this reason that there's a lot more to the data set. There's a lot more things tha","... ... ... ... and that's when I remember that if you add two times the square of the root of 2 then you get 4, so that's 2 to the one half times","I'm thinking about some kind of game you play. It's not a computer game, I think, but it's a game you play, you have to win the game, you can only pla","and so I've had a number of times, I think it's useful to use the tools, you know, so that you can see things on the computer. You know, a lot of the","I know, for example, that my experience of being in an enclosed space like a room, as opposed to being outdoors, is quite different because of the way","I have no idea what to do with that. I just want to know. So I need to try to look at it as a whole. This is just a computer that I'm working on.","[I] can't write a word in English, so I am going to try to write in Spanish. I will try to write my thoughts in Spanish and then translate into Englis","[I'm] looking at the second image, which is this one. The problem is that it doesn't seem to be a proper image. I guess that it's an abstract image, i","that's why it's such a good example of how people come to believe that the universe is chaotic, even though it's not. Because when you start with a ch","what are the dimensions of consciousness, as a space? What's a dimension? A dimension is a coordinate system, isn't it? A vector space has coordinates","so I have these two variables, X and Y and they have some probability distribution, so the joint probability distribution of X and Y, which is X comma","a picture in my head...a circle with a triangle, like an octopus. The circle is the sea, the octopus is the shape. ...it's a good analogy. And I think","the path of the wave ... the wave moves, so, it seems, the wave moves to a new position, which is, of course, dependent on the position of the observe","I am having an intense experience. I have a very strong sense of the idea that there are two levels to thought. I'm thinking about this while I think ","now we've got this idea of the sort of number of things you can do with a group of things and the way you do that is you have this little guy here whi","and this is what the time will be like in a day that is 32, 576 seconds long. In one day of 32 seconds, I can think 32","and so this is just the normal, so it is just the simple, so this is the simple, this is the normal, this is normal. So the normal, just like normal, ","the plane is getting closer, the plane is getting faster and the plane is accelerating. The rate at which it's accelerating is going to be proportiona","we're trying to say that these are the fundamental properties that, in a sense, constitute a particular concept. Now, that's a little vague, so I thin","and I have some ideas. I can say that's true if I take some particular measure of complexity, for example, the length of the program in terms of the n","and I see a list of names... and I remember I've written a program that can compute the sum of the digits of a number, so I'm going to write a functio","uh the earth and the sun, it's a good point, but it's not a bad point, it's just, it's an arbitrary point, you know, if you look at, at","I'm wondering how much of our brain is still unconscious. Is it really the case that it's still unconscious? Is that why there is the 'unconscious' co","I am not sure I understand what you mean by 'memory' in a context like that. It's just that we've been talking about memory as a psychological phenome","and this is why I think that we don't know that we don’t know and there's no reason for the belief that the mind is a machine. The reason why we don't","I'm thinking, I'm looking at a lot of data, a lot of different things and they're all there, they're all different. But the idea of a measure of dista","and it's an interesting thought. The thought of this being the same as the other, that the same physical process is producing different experience in ","but not only for this thing, it is also, for instance, the case, if I imagine that there's a way to increase the number of people in the room, and to ","and I'm thinking of all of the things that you are going to be doing in the future, but you're also going to be looking back on these thoughts, so if ","(there is a) notion that in some way the mind is a representation of the real world. This is true to some extent, but is also a very limiting way of s","and I wonder if that's a reason why... the more and more the system grows, the more and more it's difficult to make sense of the data. And also the mo","I'm in a kind of a room here, that's kind of a container of sorts, with various pieces of information. Now, this information is not completely indepen","and that was not at all bad for the rest of the day, and also when I came back to work in the evening I had the whole rest of the night available, so ","the words 'A, B, C', a very important concept. 'A, B' is an interval; 'A, C' is another interval. So, we have 'A, B","and in this way I can think, the way I think, the most natural way. If I say for instance that I want to get a result R, and I want to use a method M","So I will go and I will write. And now, I am going to write. I am going. I am thinking of writing. I will write now. I will think. I will look","now it occurs to me that I should check this, by the way. The first two of these two alternatives, in fact, are mutually contradictory. They are not j","oh, the word 'cognizance,' the word 'preconception' is very well, it's not just the word, it's the entire thought, it's the whole thought.","but I didn't find that they did anything for me. I don't know how they can help you to know. I'm just wondering now what I might be able to know throu","I'm talking about something like that, that the words, in order to have a certain sense, have to be in a certain order. In other words, they are not a","now this is very interesting, the fact that I can be more or less consciously aware of my thoughts. And there are these two very interesting cases in ","you know, it's funny, when we're lying with our eyes closed, we don't need to concentrate to recall, in the sense of bring into consciousness, but we ","it's an interesting question, whether the word 'quantum' should be translated as 'number' or as 'quantity'. It seems to me, it's both. It seems to be ","the tree, it is, you know, it is like, the tree is not a tree, but it is a tree and it is not a tree. I mean, it's a tree and","so the sum of a subset is also a subset? I mean, is the sum of the subsets also a subset, or is the sum the sum of an element of the subset, or the su","[in the next minute] I'll go from point A to point B. I'm going from A to B in 5 minutes. I'm 3 minutes into my trip to B, so","I'll show you a good one. The last one, in fact. That's why I'm still looking at it. I don't think I've gotten any farther, but it seems that this","we're at this place and you're not there. You're on the other side, you know? I have to go there. This is a way that the process is going to get you t","I remember this very well. It was an occasion to use some words about the word. We discussed a particular word that was to be used, and it was discuss","I'm doing a think-aloud study of spontaneous thought. The participant lies with closed eyes and says out loud whatever passes through their mind, as i","there is a sense, a very strong sense, of a point being made about the way the world is. A strong sense of it being a thing. And, well, it is a thing,","(in the case of a sequence of events) there are three different sorts of situations, each of which corresponds to a particular pattern of events: A se","this is all, this is what I am. That is the self, that is the self. And this is the thing that I can't live without: a sense of a self that is constan","[and] so they will be [as a result of the fact that they are] what they are. And their nature is to be what they are, and they don't have to be what","I'm having an experience of an experience. I can see that it is an experience of the experience of a particular fact of the experience. In this sense,","I don't know, it's just a sense of something. And the other thing is that when we think we have a sense of some thing, I mean that, to me, that is not","this is one of the more interesting things that came out of this process, where I had a whole stream of consciousness and it was a stream of conscious","I'm thinking about that in the past tense, 'I was thinking about,' because it was not a thought that was ongoing; it was a thought that happened in th","I think that a very important issue in the psychology of personality is the extent to which personality is a function of the degree of unity that an i","this is the idea, I think it's a bit like a plan for a book of poetry that I've been trying to write, because the problem is that I have to choose poe","and the way I've seen it, which I think is more relevant in this case, is that the kind of argument that has been made against the death penalty and t","it's a problem, though, with the idea of what one is supposed to do with these methods. One's tendency is to treat them like a way of arriving at trut","so there is a certain amount of research that was done on this. For example, it would be very interesting to see how a person who is schizophrenic who","I'll have a nice lunch here, in the afternoon, and I'll leave a note here in the afternoon and go to a meeting, and then come back in the evening and ","I am a woman, I am a person, I am an American, I am human being, I am... I am a child. I have grown up into a woman. I am a human","I see the words. I have a list. I'm looking at the list. I need to remember what is in the list. That's what I need to do. I'm not going to","and I am aware of all of that, the mind itself. The mind itself is the knowing mind, it is the knowing subject which knows the objects of the world, a","it is the brain and its activity that is the source of the thought, and there is no need to resort to any theory of the soul; for it is the thinking b","and they're the ones that I am most familiar with. For instance, a little bit of the question of how I would like to be represented is this: I want to","a lot of the things that we do are, in fact, like a kind of 'sacred activity' in the sense that they have a certain kind of coherence or unity, they a","I'm looking at some of the ideas that you've raised and I'm seeing these things. I'm looking at this as the actuality of the experience of the body. S","and I think that it's interesting to see that when one starts to think of a random topic, that then one ends up with a set of propositions and a set o","I know, the thing about the self is that you have the self, and the self is a thing. So what does that mean? The thing that we have is, in fact, a sel","I have this idea, how could I actually organize it into a sentence or an idea. You can organize it in terms of the body, or the mind, or the soul, or ","I've got to think of this. I have to think of the material. I don't know what to think about. I've got no material in my head. I don't have a topic","I think this is the reason for the present form of our society: that we are basically not able to imagine a situation other than what we know, and the","it would be very difficult to construct a theory of mind which would be applicable to everyone. I don't think it is possible. It is much more probable","I am thinking about my body and the fact that my body is constantly in motion. I'm constantly moving, moving my muscles, my blood is constantly moving","I've got this image, as I sit down here, of some sort of a plane of existence. And I'm at the origin of this plane, which is the point of intersection","I have this idea that people have different kinds of learning and different kinds of intelligence and that we can be very sophisticated in learning an","the tree of the knowledge of good and evil ... the tree of knowledge of good & evil ... the knowledge of evil, goodness & badness, that is, the knowle","there's this little girl who's very well-behaved and who's obedient, who obeys every rule that's given to her, who is a very nice person, but who is n","it's like a little mirror. We're in a little mirror, a tiny mirror, a small mirror, a narrow mirror. A narrow, narrow mirror in a narrow universe, a s","and then if one could be able to become the speaker, as it were, the words that you are speaking or the words that are in your mind are the only thing","this is a small part of a larger project. ... it's just one part of a project which is actually going to be the main part of a program in which the ma","that's what I'd call an 'idea', and that's a lot of work, in my opinion, and in my opinion a lot of effort. So, the idea is a very important unit","I've been working on an area of thought that's been troubling me for a while now. It's related to a paper I've been writing. I thought about this a lo","the whole thing about the sense of responsibility, I think that is a central theme in many of our religions and philosophies, and I think the sense of","we all know that it's more efficient to use your brain on one side than the other. So that, I mean, when you think about how a human being is organize","So we could start with what you can see and what you can touch, what you can actually experience, and what's out there. I mean, we can see and hear an","[i]t's just one of those things that one has to be aware of and think about to some extent, which is, where is the boundary between the person's consc","you know, there's a guy, there's someone who has a theory about this, that the universe is self-contained. I don't think that's the case, I think ther","and there's the other part of it: that it's really easy for people to create an illusion, a false sense of what is the self. And one thing that we cou","this is something that, like the previous one, I would say is more of a theoretical model, a mental model. It is an artificial intelligence model. In ","the thought was to say that that's a good way to do it, but if you want to do something better, then you have to do that in terms of the context of th","but what if we're wrong? Well, we're wrong anyway, but what if our wrongness is such that it requires us to abandon the theory, to say that there is n","[thinking] about the notion of the word in its various aspects: in terms of its relationship to the sentence, its relationship to grammar, its relatio","and I can see, the problem with this is that if it's not in English, it's in Arabic, which I've been taught to speak and understand in a certain way, ","and you can't find the right word; you are just floating around in the language of thought and you are looking for some linguistic expression of it, a","and what I see is that that's one way of looking at it, but there are other ways of looking at the same thing. And what's happening is that these ways","and I realized that what you're doing is taking what I just said and thinking, oh well, we should try to be more precise about what it means for a fun","I was thinking of the language of the question, the question is in English, and the way it was framed, in English, is a way of framing it that is appr","that's a nice thought, actually. Let me try to come up with a more precise formulation of what I was just thinking. I think I was thinking that, with ","this is my first attempt to do this and I've been asked to do it many times in the past, but this is a very new situation. I'm trying to figure out wh","I'm trying to make something happen here, and then I think, 'Well, what is 'something?' 'Something' is a term that we use to describe an event or an o","the person in this image has no social context. He is not part of a family unit. He is alone. He has no access to other persons to be able to develop ","I'm trying to see what is going on here. And I'm wondering why I'm not experiencing things that I expect to see. I'm wondering if my experience is bia","now that the last part of the thought was spoken, and the thought had come to the end, the next thought began, and a different set of images, differen","I want to understand how a human being works. How a human being can be a thinking being. How is it possible to understand a thinking being? ... I want","And this is where my mind is in the midst of this. In the midst of the situation where it is, that is, in the situation where the words that I am spea","and, you know, that is exactly how I felt. In terms of the world, it was exactly how I was in the world; and, of course, I was exactly what I was in","[T]here are many problems about how to interpret and use such data. The most obvious of these is that there is a danger in attempting to derive theore","what we're looking at now is not a true, as it were, representation of a particular object in space, but it's the representation of the representation","and so, I am left with a feeling of disappointment, that it's not a case of my being so strong in my own life, that I could simply change the way my b","and I just want to say, it's not because I'm not a scientist, but because I'm a scientist and a scientist in particular, that I have to be critical ab","And then the real question is how do we make sure that these algorithms are working correctly, how do we ensure that they are actually doing the right","you know, a lot of the research in this area is a little bit of a contradiction, and the fact that we do have different models for how information is ","and we're going to have to do a lot of work to actually solve the problem because we're talking about a fairly large number of variables here. For exa","and it's a function of the fact that, if there is an event, it is perceived by a sensor. And we know that in general, there's a sensor that perceives ","I'm trying to think about some ways in which my research in human computer interaction has been successful or useful. First, I'm using this to think a","I have just seen an image of a lot of people walking along a road in an orderly fashion. It has the air of a very ancient scene. There's a very specif","but, no, I think I remember what it looks like, and I don't think that it is a very good way to do the problem. It's too complicated. What you have to","It's a system of rules which is actually the same system of rules that you might use to construct the equivalent system of logic, and thus it's possib","my experience of the world is such that I can't do much to change it, or to change the way it feels to me. That's very true, of course, but I think th","I've thought of it like this: suppose you had a really powerful microscope, which allowed you to see very small objects in great detail. The larger ob","that's the problem. It's a problem about how we're to interpret the problem. That's what I'd like to focus on. The question is: what are the things th","we can't write all the ideas. There's some ideas that are going to be relevant and important, but not all. So, there's a notion of relevance and impor","I don't see anything wrong with that. Well, the number 1, I think, is that it's a set of rules, a formal specification. Then I don't think that it's","a sequence of 12 numbers, 1, 2, 3, ..., 12, can be arranged in 479,001,600 different ways","... the one who is not a subject to anything, i.e., not a subject. And we are subjects, we are subjects to something, we are subject to the laws of ph","we have a lot of memories that are very strongly associated with words, and then there are a lot of things that we are not very good at expressing in ","but I feel this is just a matter of putting together different types of information about the subject matter. I would not want to say that it is a mat","the problem of the brain... the problem of the mind is, to what extent is it possible to get from the brain to the mind. To what extent is there a cor","the point here is that we have a group of people, or a particular community, who are interested in the topic of human thought. Their aim is to know mo","I feel a bit of a lack of consciousness because my mind is just too wide to be able to focus on anything. If I don't know how to use it, then what I'm","So this is a moment of pause that I'm experiencing, and I'm not sure whether the next thing that comes is a memory or a thought that has just been act","I can't believe the number of people who have been involved in this sort of project... it's been quite remarkable. It's not only in the US, but in Eur","there's a whole lot of thinking going on, even at this point. And at the moment when the [experiment] is being carried out, I have the feeling of bein","And so now that we have this experience of thinking and I know that's the point of the experiment. The experiment is to look at this experience and we","and I think that is why I find that the word that comes into my mind with reference to the world of things is the word of form. And this is very diffe","and I want to do that [draw a circle with the circumference marked] but in a more general context, such as the curvature of spacetime, so the spacetim","in the space, which is to say the world as we experience it, there is an infinite number of things. When you look at a wall, it is not one wall, but a","the circle of the body is an important and obvious thing, but I think also, in the same way, we can speak of the circle of the world. The whole world ","I can think of many reasons why I should be angry, but the one I have in mind now is the reason for which I should be surprised. I am surprised to fin","what is the point of consciousness? What is the point? Why did I become conscious? How does this process work? It is interesting that we are conscious","my hand. My hand is on the keyboard, my left hand. And the letters, a, b, c, d. And I can see the letters, the keys, on the screen.","I was trying to think about something. I don't know why. It may have been an idea. Maybe I was thinking about whether my ideas were right. I was think","so if you look at the path of the Earth, it's a curve. If you look at it from the Sun's point of view, it's an ellipse. I think it's an ellipse","oh, I see. Oh, the set of real numbers in the plane. That's the real plane. I mean, the complex plane is the set of all numbers, say, a plus bi","and I could go in a little bit deeper and look at the relation between the time we spend in a particular state, or in a particular dimension of consci","the word, which I will denote as a letter. For example, in the word 'cat', the first letter is 'c', which is not the same as the letter 'c' in the","I'm working on this thing where, it seems like when a person dies, there's something of their mind that remains. You know, we're working on a project ","And what does this mean in the case of a thought? Well, a thought is something that is actually in a sense not a thought. It's a kind of a structure, ","I'm just a little bit worried, the process of going through all that and then trying to formulate a sentence, trying to make sense of it in the proces","a bit of a pattern, like a fractal pattern. ... And it's a kind of a self-similar kind of pattern. So there is a self-similarity. And so it's","there's no time here. In the space of the mind. And as soon as you have a space in your mind, you have a beginning and you have an end. The beginning ","I am feeling. I feel that, for instance, I have a strong feeling that the universe, if you go to the big picture, is like an orchestra, or an orchestr","and the water, and the earth, and the air, and the life within. And all the other elements as well, that is what I am. But, it is the consciousness, t","I remember reading an article in the New Scientist a few years ago that talked about a mathematical theory for the construction of music. It was a kin","the relationship between a sound and its meaning, as we hear the sound and make an interpretation of the sound. There are multiple levels of interpret","and so it's in some sense, when I'm in a certain way thinking about how I'm going to describe the things that I think of, it's like I've got this syst","we're all aware that there are a number of things going on in our brain at any given time. There is a whole mass of information that is being processe","my father's... and mother's... and I... and I've got the same name... and I'm not sure exactly who I'm supposed to be... and what my relationship to t","now we'll look at the top of the left hand side of the screen, and that's where all of our ideas come from, right? So I'll talk about how we can look ","I'm thinking about a triangle and a circle. A circle has all points at the same distance from the center, so the area is the radius times the circumfe","okay, now I'm imagining the sea. Now I'm imagining that the sea is the boundary of the universe, the sea is what's outside of us, and the world is lik","this is the same one, the one on the left, and this is the one on the right. It's a little bit larger, because it's just a projection of a 3d object","[The participant] sees a computer with a screen. A green rectangle moves through the screen, with a light green border. The green rectangle is divided","the word 'man' comes up again... the word 'woman' comes up... there is the word 'man', there is the image of a man, there is the concept of 'man',","the way we know that it's a fact. That is, the way we know a proposition to be true or false, that is, we have to be able to justify our claims, which","now, when I try to remember where I was on that day, and I think, 'that day,' what I think of are certain memories that I have. Now, when I remember t","And so here I am again in the middle of a very complex argument about the meaning of a proposition or an assertion, that is, of a sentence in the form","I would like to know if this is the same thing that is done in the case of the transduction of the consciousness, in the case of an artist, and so on.","and I was thinking of this in a way that made me feel good, but I think I need to give up a lot of the conceptual content in order to do that. So the ","the reason for which the system of coordinates is called a coordinate system is because you can express a point in terms of a list of numbers. You can","that's one way of saying that. You might not say that, but you would say it's true, that this is one way of expressing the same truth as that. For ins","and so we have a state that is not a state of consciousness, but we know we're in a state, and that state is not consciousness, it is consciousness mi","you know, the problem of time. The problem of time and change and the passage of time. This is an idea that I've had for a long time. So there is a pr","I'm not thinking. I'm thinking. I don't think I'm thinking, I'm thinking I'm not. I'm not talking. I'm talking. I don't talk. I'm","and it is the same thing for a large part of the rest of the world, in that there are these entities who are able to go back to the state in which we ","this is the problem, to think, I am not sure that I am thinking, I am sure that I can be wrong, it's like I don't know whether or not I am thinking or","[14:59] the 4, the 5, the 6. Is it 4, 5, 6? Do I know 4, do I know","what do I do? Well, the next step is, I think, is to find out what that means. And so, I have to find out the meaning of that symbol, which is just","the next is that one, the same idea, but with a little more details. Here, you have an infinite set, that is to say, it has no boundary. It can be bou","I wonder what is the difference between an artist and a mathematician? I know, an artist is an entity that makes an object that is different from itse","I have a long line of people in front of me waiting for me to solve a problem. I think that they have a problem of some sort, but I don't know what it","a few of the little blue balls and the little blue spheres, the little blue bubbles and little blue blobs, little blue bubbles, little blue blobs. Thi","And then I'm going to get all my things ready, and I'm going to go down the street and look at the buildings. The building that I am looking at has a ","so we would have to know what the average value is. We need to know the mean. So we need to find the mean. What do we call the mean of a distribution?","the last thing I remember was a figure in the snow, a figure with a hand over its face, that figure's body is a perfect sphere, and its hand is a perf","The space was very dark and was filled with a single source of light. It looked like a light bulb. This bulb was slowly spinning and was also emitting","the moon was still there and I was wondering about the moon, how could I understand it? There are so many moons, and yet they are the same in all thei","you have the right to do whatever you want to do... the right to be yourself... to think your own thoughts, to create your own experiences, to do your","the universe is one whole thing, there are no separate entities, and there are no properties. It is all one thing and has one property: a thought. All","I'm gonna do this one. This is a circle. This is one, so I have to start the circle, this way. This is the beginning point of the circle, so I begin a","that's the essence of the truth. You're here and that is a truth. The truth is that you are here and you are not there. The truth, the very essence of","The next day I will see the sky again. I see it, but I don't see it. I see the sky. I see what? I see the horizon, which is the horizon of","this is the world in which I live, and I'm here to participate, and this is my participation. Now, this is my contribution, and this contribution has ","what does a cube look like in space? Imagine the cube with edges parallel to the axes, and then, by continuity, imagine it rotating through space. The","I'm looking at some kind of a fractal image, not in particular a fractal, but I'm looking at it as if it were fractal, because I'm seeing a structure ","the two lines are not the same because the right one is the projection of the left onto the plane. It is not an image of it because the projection has","I am a tree. I am a circle, the trunk is a line. There is a straight line that goes along the entire length of my trunk. I am made of wood. I am the","I don't remember what I was doing when I was 4. I can remember when I was like 10 or 15. I can't remember what happened in the years in between","I'm sitting here on the floor, looking up at the ceiling, and I'm thinking about this picture of a star in a night sky. There are other pictures on th","and the words would be arranged in some kind of order and it would be like a little story of what we saw when we were inside the bubble of consciousne","I can see a man on a horse. He's on a black horse. He has a white body and a red head. I don't know why I thought of the horse. It just came","now that is the big one, big, big, I remember now, a big one, but that's a little smaller than this one, that's a big one. It's a big,"],["so we're back at the beginning...and that's good, it's not so bad...we're going to go on vacation...we're in New York...and we're going to eat dinner","I think there is some problem with the system of health care in this country. And I think it's a problem that's not just an economic issue. I think it","I have this idea that it's not good for young people to be educated at a university. Because they don't learn much there. They just get a degree, and ","I think that there are many things that can go wrong with people's brains. There are a number of conditions that can affect the brain. There are probl","and it's the first time in a long time that I haven't had the usual amount of pain. I was thinking about how I felt good for two or three days and the","so you know it's a lot of money, yeah, and I mean, if you're just living from paycheck to paycheck, it's, it's a big change and I mean you have to","and we know that the weather has been getting warmer in the United States, and you know the global warming has been going on. And so you know, this is","so when I started thinking about the military and the war, I started thinking well, yeah, you know, I'm a little bit worried about that, and then I th","my body. And so what are some of the things that happen to our body? There are all kinds of problems, like the heart. And then there's the whole nervo","And then they [the young people] come in the building and they see that the windows are broken and there's nothing there, so they feel more depressed ","I'm trying to make sense of some of these things. So, there's the one, the first, the one that's a very important part of the social justice movement,","I have a friend who has an adult daughter who was in the military. She was killed in 2004, and a lot of people felt like, well, they were killed in co","and a lot of the work that they do in terms of, you know, of being, you know, the social safety net in terms of the economy and all these things that,","and that's really what I've been thinking about lately. I think about, you know, how I'm not a child. I'm not at a stage where I can make a career in ","I've had an interesting experience since the day I was diagnosed with Parkinson's disease. I went to an all-women's hospice for a 20-day program for p","so I don't think that they've changed much, you know, and it's really just about trying to figure out how do we use those tools to help us do our jobs","And the first thing that I thought of was the work that you do with the patients, you know, the patients that you have, the people that you're serving","I'm reading a book right now called How to Read a Book. It's by one of the great philosophers of the 20th century, Mortimer Adler. So, he says that th","I've been having trouble with the economy. I mean, I think that I've been getting ready for this, and I've been watching the numbers. The numbers have","you're so used to living on the same things for so long... you know, so many people, so many decades and so much money that they can't change things. ","so, that's how you can be, you know, a very, very active and involved citizen in your community. And, and what we do here at the college is we provide","so you are looking at the economy from that perspective. But I'm still looking at it from a broader, more fundamental perspective, and I'm not convinc","a good way to manage this is to go out and do what you are passionate about, and you'll have enough income to do that and to live a comfortable lifest","this was going to be an important component, and I think in some cases, if it was not an important component at all, that's the way they were able to ","that's not bad at all. I mean, you know, we could go on with a couple of these here. We could go on to some other things that would have a different i","my grandfather was born in 1872 in Poland, and my father was born in the US. And so, you know, we're all part of this whole family, but in different","And there are other ways in which the brain can be retrained in terms of what we think about and in terms of our perceptions of the world and how we t","and there are times in which it's good for me to have a clear mind. I have times in which I know that the best way to think about things is to take a ","and that was the first time that I really did have the ability to understand, to be able to have a full appreciation for the value of this. I can see ","I think that we do have some innate kind of intelligence. We have evolved a certain way of thinking and processing information. And I think that the m","[T]here are some things that I have to do, some things that are important to do, and some things that should be done. And the things that are the most","I've always wanted to be a part of a movement that's going to change the world. And so I'm going to change it in the way that I can. And I think we ha","I'm going to be here with this person. You know, I'm going to learn about them. I'm going to make some decisions that might be different than some of ","what I would like to do is to really focus on the skills that we have that we can bring to bear in a given situation, whether it be an ethical situati","I think that there are probably many factors that may contribute to the effectiveness of various treatments. I think that the effectiveness of a parti","and I'm sure that I have to do this at some point, but I have to, you know, think about how to do that, so I'm not going to have the same set of","this is a process of generating ideas and thoughts about what might be an intervention for this, and then an approach that will allow us to develop th","you know, I was reading the other day about the notion of the brain's default network, which is really a group of regions that are active when you're ","[I]n my mind it's still like an open book, like an open text, like an exercise that I'm going through, and I'm going to continue to look at it. It","what's happening right here? ...What's going on in the brain? ...how does it get organized to form a coherent whole? ...how is it that we get from a c","I am seeing a kind of visualization in the background, but it is not very rich. I think the visualization is not so rich because I'm trying to do some","that's the last thing I did in that process. I had to draw in my head, I had to organize it in my head. And the fact that I'm actually doing this exer","and then we'd just kind of have a lot of things that were on our minds, and I didn't think they were really that important, but as soon as I sat down ","And I had a discussion about this a while ago. I had to choose between two possible data structures to represent this information, and I chose one dat","I have an idea of an experiment. It is an experiment that will help me get a good score on this test, but it also has a good score in terms of its int","you're going to do, you're going to build on this model, and then you're going to write an article in a scientific journal that talks about the result","and then the first person who has the idea, they are going to have to test the idea, which means they've got to do it in the field and see if it works","Okay, let's start with the topic that we've already started to look at a little bit, which is the effect of sleep on our cognitive performance. We alr","you have to understand that when we look at these data we're really looking at the actual output. And there are two major reasons why it's important t","I wonder what kind of things people would say in a formal, more structured setting. They may give more formal, more detailed responses that have some ","this is my current working model: the original, first, model was that it is some kind of a matrix, that there are many different kinds of models and i","... ... ... ... ... .... [I]n general the most important problem of the subject of general relativity is that of finding an appropriate framework for ","and we would see these people that you might call the real population of the world, the population of the United States and of the world. And so then ","uh... okay, so... you have a big set of variables, and you have some kind of a test that tells you what kind of thing it is, and you want to use those","we have some sort of thing that is a list of things that are objects that you can see in the world, and we want to be able to talk about this object, ","I don't think this will work, because the way the image is being drawn is not at all what I mean to be drawn. The problem here is that I'm going to ha","and that's when I get up and go and make a cup of coffee. But I don't do it in the morning because it's a little bit too early. And I have a very comp","and I remember this picture, I have this picture in mind, where the base of a triangle is one of these square root of 3's, and I know that's 2, but I","and now that we've seen all these shapes, we'll get back to our original problem of trying to see the shapes that we were looking for, the triangles t","I think that I could take the three parts of the sphere that I'm looking at and move them into different parts of the plane and get something like thi","a man on a boat with an orange sign on it... he is rowing along a canal that goes down, a little bit to the right of it, there is a boat with a sign o","I wonder if the same pattern of numbers is in the sequence of all random numbers, or if they differ. I don't think they do. ... I wonder if there are ","the thing is, you can't have the same thing in different forms at once, so you have to convert the thing from one form to another, you can either use ","(A)nd then I realized that that would be a square root of the thing, and it's just a square root because we're only using the positive part of the spe","and then we have some functions of the brain that can be used as a kind of model for that. And that's a simple question. Because for any function f th","And the other thing that I wondered about was whether or not that there are any significant differences in the way that the brain works in the way of ","Now I'm thinking about a lot of things in my mind. I'm trying to figure out how to say a lot of mathematical things in a certain way and I'm trying no","the universe, of course, is very large. But if we consider a much smaller unit, like an atom, and look at it from many different angles, it also has m","I wonder if this is what the Universe is like in its most fundamental level. The idea is that the Universe is composed of fundamental particles of var","I am trying to think of something which can be defined as an absolute. I will start at the beginning of time, because at the beginning it is absolute.","and so on, and so on, we are still at the same point, but it doesn't have to be. The only thing I need is the definition of a point, or at least the","it is true that the future has an effect on the past, and it is true that, in this sense, the past is part of the future. But this effect does not mea","but I also remember my father, and I think he is a very important part of who I am. And I remember that the reason I came to be who I am is that I cam","and then when it's a little bit further on, the whole thing is moving. The thing is, the movement of the whole thing, then it's very fast, so it's ver","a sentence. What's a sentence? Well, a sentence is a certain number of words put together in a particular order. We could say, for example, that a sen","and he was there and the image of that person was in his mind. And that person had a lot of problems, and the person was working on it and he was goin","we can see that in the early days of the Universe, there was a huge expansion of the volume of the Universe and this expansion was very rapid, it was ","and I have an image of an infinite series of points, each having an equal chance of having a 0 or a 1. And as I have that image, I realize that the se","one of them was to take this exact moment, and to divide it up into a thousand moments, and to compute the moment by moment activity of the neurons in","and if you did not think about it, I do not know whether it would come to anything or not, but I thought that it would. If I did not think it, I am no","And there is this. This is this thing. It is a point. It is this thing, and it is also another thing. This point is this point. This point, when it is","I just saw, that the number 13 has no representation in the decimal system. I could have chosen it as a basis for a different numeral system, but it h","I have a number of things going on. I am, in fact, trying to remember a word I used to know. I thought I used to be able to write down the definition ","now that's interesting... I guess this is my first thought of this session. It's a little bit odd that I'm able to recall this thought so clearly and ","I was a child. I was in a playground. A tree. A leaf, a small one. I look at the leaf, and I see it's a leaf. I know it's a","and that's a very nice way of representing that, because it's also in a sense the simplest way of representing it, the one where there are just 2 elem","you know, what's interesting is the fact that this is a very very complex problem in a sense because there are two things that are going on. There's a","and it's like a physical property of space and time... a kind of field. That is, if the space-time field is defined by the motion of matter in a certa","the system I was thinking about was the system of natural numbers. In this system, there is an absolute notion of what it means to add two numbers. In","I am watching an image of a dark tunnel with a light in the front. The image of the tunnel is not well-formed; it is fuzzy, but not as fuzzy as that o","and then this thing, that the one who is talking, the one who listens, the one who knows, the one that is heard, the one thing that is talked about, a","I see a single dot (in the mind's eye), which is the only real thing, the only real truth. There is no matter. All matter is only an approximation. I ","The end result will be a very well formed object, and yet, in order to get to that point, one had to go through an enormous amount of chaos and confus","what is an atom? It is something that has been reduced to the minimum. It is a basic unit. It cannot be divided any further. It cannot become smaller,","we could have a normal distribution and then have it, we could have a uniform distribution. And then the way to think about the distribution would be:","a moment of time in which the brain is in a state of relative rest. It's a moment of time that the brain itself can choose when it feels ready for thi","I can see the house and then I can see the trees and the ground, the soil, and I can see that there are ants walking along and then I realize that thi","It's a very strange feeling to be in that position, where the mind is being made to go a little bit against the flow of time, in that it's being made ","and then when I was at the university and I was in the lecture hall and the lecture hall was on the second floor, I remember I was in it and I was sit","and then that's just a projection of the four dimensions of space that are represented by the four directions in space, the four corners of a cube, bu","and it's, I mean it's all that is and it is just so, I mean what I'm saying is that in, the sense of in which you are not a wave, in the","the world as it appears to me is a world of sets and subsets and subsets of subsets. It is a world in which every thing has its own world, and those w","I was at home and was walking around in my room... and then I heard this very strange noise, that seemed to be coming from the room right next to mine","It's just this thing. I'm thinking of a model that could be built for this, that could be modeled to explain the results in any kind of experiment. No","it's like being on the right side of a lens, on the concave side of the lens, and you can't see through to the other side. And that's not good for the","we have the basic concept of what you're trying to say, we know what that means in this context, and we also know what it means in the context of what","I was thinking about the first time I was taught about the universe, and the universe and the theory of relativity, and how they were taught to us as ","and it's funny you should say that, because I was just thinking that what's so funny about that is that it seems as if all our actions are being cause","and in the past I was a kind of an extremist in that regard, in that I used to say, well, if you use a computer to do any task, there's no reason why ","I'm in the middle of something, but it's not an object, it's just an idea. So the idea has a context, it's not just an idea but it has an origin,","then we have that the sense of direction is not in our head, and it's not in the environment, but it's in the combination of the two, the mind plus th","but the more the less. That's kind of a paradox, but that's what it is. That's what it comes down to. If you're going to be a more perfect human being","... and I was thinking of a man that I knew who was a great painter, a very, very good painter, who was very, very imaginative, and he was also a very","[the participant] had the idea of going to a restaurant that he knew was expensive. It was an expensive restaurant. He'd had that idea a long time ago","And so, it's interesting. I don't know. It's like a kind of, well, we're all connected together by an unbroken chain. And there's a lot of history in","we are so fascinated by the idea of the brain. As soon as you think about the brain, you think about neurons. So, to us, the brain is a network of neu","the whole question of what is 'normal', and what is 'abnormal' is an open question. It's a question of degree: is there such thing as a continuum of c","I'm trying to say something that's different, that's new, that's surprising, but that I'm still able to formulate with enough precision to be communic","a man who has a black beard and a green beard, a man who is a philosopher and a man who is not a philosopher, a man of a certain age, a young man, an ","I'm going to say some words in English and some words in Chinese, and I'll just see if it's possible for me to say some random words, words that I can","and then you're looking at something else and you can't quite remember what the word is or what you're looking for, you know. And then, you have to se","I've been thinking about the question of how to define truth, and it occurred to me that what we call truth is a set of propositions that is true, not","the part of the mind that does the thinking... It seems to be a function of the mind, that is a kind of program of the mind. That is the part of our m","The moment that I first encountered a new idea was when I saw the relationship between the mind and the body. I realized that I am not the body; the b","the other one, I didn't understand, it wasn't clear what I was looking for. What it was I wanted. And that's really the problem, is the problem is the","I would say that if we have an experience we have a psychological structure that is in our brain, and then we can go and project this experience into ","in order to create a self-organizing structure that is not an artifact. A structure that is formed by the laws of nature and that is not created by a ","this is very interesting. The time line is very interesting because I was just wondering, when I look at the time line of my life, my childhood is ver","[A]nd when I have a [personality] theory, which is the simplest I can make it, I think it's important that I [make sure] that it is [consistent]","it's not so much the world that is the problem, it's the way in which it is perceived; and perception is an outcome of the mind's activity, or rather,","[T]here are a few things in my life that are absolutely, without qualification, as I understand them, without qualification...in principle, absolutely","And, this is, this is the third time, the third time I've tried to get into a relationship and it failed, and I think it's a sign of something in my p","Now that I've written my own name I'm going to write a few sentences about myself. I've got to think about what I want to do with this and where it's ","I think I remember having been at a conference. It's like, there is a big conference, and I don't remember where it is, but I remember the title, 'Aes","what I was trying to say, and what I have not yet said is that what I'm saying to you right now is the same thing that I've been thinking of for quite","And I think I was here last time in the same place, but it's a different time, and the same space. So, how is it that time is different in different p","I was wondering whether one of the reasons that people have to go on so many different medications is that we don't have a good understanding of how o","I feel the urge to do something, but I don't know what. So I think, let's see what kind of things can be done. And what I'm interested in doing, I kno","a young woman walks through the woods to a cave, which she enters. In the cave there is a circular room with a center stone that glows blue. The woman","I would like to think of something that is like a space with a single dimension that is different from our space in three dimensions. I imagine a line","there was a time when I had to make a choice between two things, which were in some way opposed to one another, and I had to choose one. But the choic","I am thinking about this, and about the nature of that, that I can think of nothing else. That is not exactly true; but there is nothing else for me t","my attention is focused on a very specific object. I think about a very specific topic and that is the most I can do. So I do not know what other topi","but we know what we mean by that, and the rest of the theory of probability is going to be the theory of the application of what we mean to particular","if I had a machine that could extract the most significant words from the stream of conscious thought, what would it be? What would the output of this","and it's very good and it's very clear and it's right there in front of me... it's not a problem and I don't need to make up any information for it. S","I'm trying to think of a problem that can't be solved with an algorithm. What's an algorithm? Oh, that's an algorithm. The problem that you have is th","I'm sitting on the sofa in the living room, reading. And I'm thinking, well, it's a time when the mind can be most relaxed. The mind is not concentrat","I think that I may have to look for another job because I have been at this job for eight years now and I don't think that I have made a very signific","we all have to decide that it is important that they have access to education, to healthcare, to housing and so on. And this is the responsibility of ","And then of course I'll have a computer program that can generate the 3D models of the actual real world, and I can then create the 3D virtual worlds.","in the past I have been working on a problem and I've gotten the problem in my mind and I can solve it in my mind. And I've done this on a few occasio","I'm wondering: what if you're doing that and the time's not right? And you say to yourself: 'Well, maybe that's the time when I can start something.' ","if you have an infinite number of elements, it is possible to add, subtract, multiply and divide, in a sense, in which the number of elements is not c","and there's a lot of other things that go into that. So, for example, the thing that we call time, we're not really dealing with that. Because time is","and then the idea that the brain works not on an isolated basis, but works through an integrated system, where the various parts of the system are lin","I just think it's interesting how that's the first time that we've made a distinction between a 'methodological' and a 'technical' distinction, and th","but we have the advantage that we don't have to rely on the actual data that come out of the real world. And so that's a bit more of a simplifying ass","and it was like you were in a different location and you were, I was thinking, looking at a different time series and seeing, oh, the value is here an","[t]he reason for being of a project is a complex notion, because the reason is an important notion in its own right, and I don't know how to give a go","I have a vague idea that I could see a line of black holes, which are objects with a mass large enough to bend light around them. The radius at which ","And this is a different way to look at a problem, a way of looking at the world that's different from the way I was taught. And it's just a way of thi","I'm at the office and it's a long meeting. I'm up on the dais, and I'm not saying anything. I'm thinking, and I want to get to some conclusion.","it's always one of those times when you have to make a decision between two or three mutually exclusive things. That's the way it usually comes out. I","I'm a writer, so I tend to think in images. It's not really a metaphor. I'm very image-based, so I have a picture of what I'm thinking about. So if","we are in an abstract state, where we are making use of mental models. We're trying to build and create models that we can use to analyze our data. In","And if I'm just looking at this problem, I'm saying, OK, I'm just going to look at what's going on here. I'm just taking the 80/20","if I'm gonna write a program, I'll need a variable to tell me the size of the array of integers I'm using. The size of this variable can be an integer","but I need to make a graph of the numbers and a chart of the numbers, and then I need to use the chart to determine the polynomial equation that repre","and then the light is getting dimmer and dimmer and the next day I wake up and the next night it's getting darker and darker and then you do the same ","in the right hand there's a white and red and black. The red is a circle with a triangle in the middle of it, and there's an arc through the center of","I see a bunch of numbers. And I'm looking at this table right here and it says 1928 and 1961 and I'm thinking of some sort of a date","the sun is bright. The sun is very bright. The trees are green. The trees have a dark green trunk, and then the leaves are yellow and green and, and t","oh, yes, so... I'm thinking about a model for the whole... I'll see the whole, but in this case I have... the model for a circle... and that's an infi","and the whole of the universe is the center of mass of all of these points and so if you were to put a sphere that encloses all the mass then it would","and the average of two is the mean of the two. And if you add them up and divide by two you'll get the mean and the standard deviation, but we're goin","I had this idea about using a time-series model as a method for comparing data across subjects, because some subjects will have more data and some wil","And then it was like an old movie that was being played over and over again. And it was kind of like the same scene over and over and over. But it was","so it would be good for the world if they could get together and create a world with their own value system, where they can really express themselves ","the idea of the same thing is not that it's a state of affairs where things are the same in the sense of being identical, but rather in the sense that","The world is a model of a simple geometry. It is a point, in three dimensions. So there is a model, which is a point. That is, there is an observer, a","uh oh... a lot of these little things that you can put in this box. [he draws a circle] and uh these are like things that we know can be broken down i","the plane, the airplane, the plane, and the plane has a certain speed that's a certain constant velocity that it moves through the air...it's actually","the whole thing has become the way to the way to get there, so we have to think of a better way to think about it, and maybe a way to think in that wa","and then when we do the real thing, when we do it in the real world, and we're at work, and we see the actual system and we see that we've got the tim","And then I was going to get a 90% by making sure all the tests were 90%. ... If I took that formula and I wanted to get 95%, I had","we need to go back to the idea of the dot product. It's the inner product. That's what you're thinking of as a function of two vectors. The dot produc","I remember the one day when I was in a mental hospital, the last day, the last few hours I was in there, the last three or four hours. And then the la","so one of the things that you could do is say, you know, let's say you have a, a, a problem where you want to look at the distance of the light and th","we are talking about an object here. In the 2D case it's a circle, in the 3D case it's sphere, in the n-dimensional case it's an n-dimensional sphere","and that's it! And this one has a small probability of being 0.02. This is a two-sided test. We are going to be able to reject the null hypothesis tha","well I'm going to take 5 minutes off and then I'm going to tell you some of the things that I have done in the last few weeks that are kind of a good ","now I know what it means to do a good thing. The way to do a really good thing is to have a clear purpose. And it is clear that in order to make progr","this is the solution, is not? That the brain is not the solution, and that it is the solution to the problem, and then what's the problem? Well, the p","And then I'm going to take the next step, I think, and say, 'all right, I want to understand something.' Now, that's where the formal axioms come in, ","and we have a solution now. It is a solution, a solution that has a value, a value that is less than the total value of the system. The total value of","I remember that I was in the past in a certain point in time and that I am in the present in a certain other point in time. But in between, there is s","the idea of what a human being would be like if he was programmed in the way that a computer is programmed, I think that the human being would have no","I know, because of the fact that you have the same set of ideas, the same set of concerns, that is, the same amount of concern for what happens in the","I've just been looking at a box, which was 800 by 300 by 200, and the 800 is 64 bits. And I","and there is the fact that the observer can see this whole situation from above. He is the observer of a situation from above; he can also see the sit","I will first have to check whether a linear approximation is possible for the given data, as this is one of the methods used by the theory for generat","and so on, and so forth, and so on and so forth and so forth. In general, and in specific cases, we have this, we have that, and then we have this.","there is a natural tendency to think about things in terms of a general notion, a general category. I'm trying to find out how this relates to a speci","there are two kinds of mathematics. On one side, there are the 'things' which are not definable, such as the continuum, the complex numbers, the empty","And the first question that came to my mind was, what is this thing that I am doing here? And this thing that comes to my mind, it's not just the word","we have a few friends here, so we have the right to choose. ... One of these friends is an old friend and a very important one, an old friend of 35 ye","I will give you a book of fairy tales. And this fairy tale is: 'The Girl Who Grew Up in the Middle of the Forest.' And this girl has grown up in the m","and it's very strange. It's very strange, I'm saying something that I say to myself. And the words 'to myself' have the same function, the same role a","there are four possible explanations, I suppose: 1) the second derivative of the position with respect to the time is zero; 2) the third derivative of","there's a triangle and we're given a base and a height...we're told that the triangle is 8 units on the base and 2 units on the height...this is not a","and that is a sort of, well, a sort of ... the two triangles form a square with two equilateral triangles inscribed in it, and you have the angle betw","I'm going to say this for a long time, and then you may ask questions. It's like this: a monkey jumps on a bar, and the bar is attached to a wall by t","there's a number that is one less than the square root of a hundred.  The square root of ten is the square root of one hundred, but there is no square","it was about 37, and then you multiplied that by 10. The answer is 370. There are 560 ways to multiply three numbers, where two of","well, let's think of a number. Yeah, I'll do that. OK. I'll give myself 3. OK. 3. And then 5. 5. OK.","well, I've got some questions I'll ask you. I just asked you about the mean value, and the mean value for this one here is 1, and the standard deviati","it's 3:21 and we're trying to go through 23.7% of a square of an integer. And I know that's 49. And then we have","(1) there's some new stuff coming up. I'd like to start it from the beginning so I could have a clearer idea. (2) Now I am at a point where I am","if we take an element of the universe, or a small part of the universe that is an object, a rock, a ball, a disk, a piece of paper, a slice of cheese,","and we had to choose which was bigger, the dot or the line, the circle or the square... well, which was bigger? The square and the dot were the same..","the right end of the cylinder is a sphere of radius one, and the cylinder has radius two, so the volume of the right half is 8/3 pi, and the volume of","I wonder how many people have been involved in this sort of experiment in the past? It is a little odd, but I can see why it might be interesting. And","my mind has been very much involved with the nature of reality. So I have been thinking about things like: What is it about the structure of a field t","the best way to determine the number of solutions to an equation, for example, would be to perform an experiment: let n be the number of roots of the ","and now I am going to write down the next 24 numbers that come to mind. If I can recall them, I will write them down. The next numbers are 8, 5","the 0.73333... and 0.13333.... in the first line is a rational number 41/120. Its square root is","I think we could use the average of the two numbers 1/3 and 1/7. The average of those two numbers is 1/(2 x 3 x 7) =","and then I remember, you know, I remember the previous one, which was 72 hours. And I guess that's 24, 72, so it's going to be","and it is the third one of the four, but that's what I'm going to say to the last one. That's going to be a big one. So you don't know, you","it's the same thing as the wave function, which is a complex-valued function, but when you square it, it gives you the probability distribution over t","(00:09:24) ... then we can get back to the original problem that is in the beginning of the program. And we can do this by setting up a graph.","the number of ways I can put three elements in a row is 6, and I know this because I did it for three elements, and now I want to put four, so I know ","14.20.12. (3/5/40) (3/8/40), 4004, 11:00, 1","47, 47 and 53. So the set is {47,53}. The first is not a prime. The first is a prime. But what about the","what do you do in your head? If you have a memory of a particular point in time, for example, and a new memory of the same time, what do you think, ho","it's all just one long string of symbols, no matter what it is. I'm going to have to remember it. It's a good thing that I haven't used my laptop so m","I could do this without a calculator or table, by the way. I'd start by noticing the pattern of the digits of the first few terms; perhaps the last di","and one can see this, by taking the squares as the vertices of a cube. The cube has eight vertices, and so does the square. Now one might be able to p","I will say that is because, for example, if we have a sample of 25, with mean = 0.44, and standard error = 0.13, the","[2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13]","now it is time to try and do the math, I don't think this will help to solve the problem, so let me try to do the math. What is the meaning of the sta","my head is a bit like a sieve, and it's very difficult to keep track of what is being used at any one time. Sometimes I keep track of information in s","183720 184720 .. 185720 (186720) 187720 . 1","we are all going to the beach ... oh, yes, we are ... going to ... going to the ... ... beach ... we are ... are going to ... to ... the beach ... ...","25 4/16 11 31 72 97 8 20 53 13 61 6 9 6","I wonder if I would get 3 or 4 on the next exam? Maybe I should do some more practice questions. I wonder if the next exam will be more difficult. I h","then the man in the yellow shirt takes the orange and moves on to the next orange, and then the man with the blue shirt takes the same orange, and mov","and so on, so on, and so on. It's a 4x4, so it's 16. And 16, 15, 14,","the sky was green, but you said red... and if you made the sky red, it would be 226800... so the answer is 22,068","I think of a ball and a circle, but I'm not sure if I could draw it or not, but I do know the circle is defined by 2 radiuses. 2x2","The sky is blue. 12.81234. ... 34.56789. ... The sky is blue, 123.456","And if you remember I said that the problem of this 2nd example was to find the prime number between 1 to 100, which is 29. Then I said that","and if I take two and half steps I have to put two and half fingers in the bag, and if I have 12 bags then I have to take 12 times two and a","this is what we have. OK, but let's look for the shortest distance between (3,0) and the circle. It would seem that the distance is from the circle ce","2 4 6 8 10 12 14 16 18 20 22 24 26 28 3","and one plus one, which is two, which is 100. The answer is 102. Okay. Now the next one is the square root of one. It's one","I will do a million of these. I will get rid of 3.141592653589793238462643","a group of 50 people were asked to choose from 3000 names 3 names that were their favorite and would be their birthday gift, they could choose from al","269679231...and it was about 100 years ago when a man was asked to look up 269,679,231","and the next year, then you've got a 26 year old. Okay? So, I'd say that 26 is the least, 26 years old, then 5","what I want to know, if I'm right in saying that it takes about 2000 milliseconds for an electron to orbit the nucleus, it is not 200,00","I had the same dream last night. It was so funny. I dreamed that I was in a class with 40 other people, and they were all in class, and one person had","The 3rd book (5th edition) by A. R. Bicknell (1837) is of interest in that the author considers that the moonlight is responsible for the","and then this is a possible question. Why not take the 'same' thing and have it be the other way? If we have that one point, we can do the opposite th","and then I came to this: you are in a world where you can think and feel. This is not a simulation, a game or an exercise, but a real world where the ","the first 100,000 years were spent exploring and settling. During those 10^4 years, the population increased, as the population increases: each succes","and now we've got 254 years, and if I'm correct we're going to have 700 years before it all collapses and starts again, but in order to do that","and here I am now, 24th of June, and here I am, 102 years ago, the day after Christmas Day, 1914, when the Arm","what would you say if you knew that the most recent estimate is that the value of pi is 3.141592653589793238","and the number of people is... the number of stars is a hundred million, the number of cells in a human body is a hundred thousand, a hundred thousand","[and] it's been almost three hundred years, and we've still not achieved what I would say is the true essence of the first great age of civilization: ","and the light of the world in which we live, that is the light that is given to us in the sun, in the stars, in the planets, in the moon, in the light","we have here, I think, a problem of the sort I was just referring to in the sense that there is a natural tendency to think of a world in the terms of","[A]t this point I'm thinking that the only difference between a mathematician and a scientist is that a mathematician is willing to use as much abstra","I am the god, I am the god. I have created the god, the god of my will, in my own image. I have no choice. I cannot be a god. I am","(S)omething (W)hich is in the middle (F) of all these processes (S) and it is (S) the (M)etaphysics (E) of","it's always the same story. When I'm reading a book, and I come to something I like, I'll be thinking, 'Oh, that's very interesting, it's quite beauti","it's like a switch goes on and then I hear and see and smell and feel the scene unfolding. I am the spectator. The spectator is in the scene. This is ","and so what we have in a situation is an average number of people per second. It's a large number, but we don't want to deal with the number of people","now let's think of what we would like to know about our planet. How many planets are there in our solar system? Nine. What is the difference between o","333 133 264 102 406 609 185 456 357 714","I don't know whether I was saying that or whether I was imagining that. And that's why I don't know that it is true or not true that the speed of ligh","what if you had a planet, the surface of which had a perfect mirror-like coating, and the entire surface was heated by the sun to a very high temperat","and then, well, there is one more thought which comes to me at this moment, a thought I want to express which is that, when you have a certain set of ","[I] want to do this, because, at this point in the world, I want to know, what is this thing? And it is a thing of the world. There are other things","and that was how I started to think about it, and then I thought, well, if I don't have a relationship with God, what is my purpose here? Then I thoug","there are various kinds of the so-called 'artistic' thinking, and it is these that have been the focus of the study of the mind. But they are not the ","Now it's getting a bit of a tangle, isn't it, in the way of my ideas? I've got so many of them, so many that I have not seen how I can","this is my experience with the human being, that the human being has an awareness which is not in the brain. The human being has a higher consciousnes","we are here, I am here. But if I look at the past, I find myself, I find a certain continuity of consciousness, that is to say, that I am, and I am","but that's not it. There's something I'm trying to say, but I can't say it. It's in the middle, it's in the brain, it's the unconscious. It","the meaning of life is to have a plan. ...A plan is a way of thinking of the future, a projection. A plan is a sequence of events, a narrative. It is ","in the future it will be the case that if we make the right kind of predictions about the future then we will be able to have a very good idea of how ","[I am] working on an idea of what I am. In other words, I want to know what it is that makes me, me. And the first step, of course, is to","and then I said to myself: 'if you really want to know if your body is alive, then you need to measure its temperature, because that would be a measur","now, what else can I think about? It's the time of day and there's a clock ticking and there's also time passing. There's a sense of passing of time a","I think I have an idea of how to do it... If I wanted to do it, I'd use a table of contents to do the job... That's how I do it. I don","well, it's a sort of self-imposed kind of self-test. It's like a self-test, of course. One way that you could do this is to imagine you have a finite ","in 1875, the British were in India, and they were looking at the problems in India. And the Indian population was increasing at the rate of 2.4% per y","I've had a lot of experience, when I was in the United States, with the way that the Americans react to things, and that is that they are a bit more c","and in the context of this particular experiment, we have to look at the possibility of a scientific test of this theory. The theory that human though","and when I think about the future, it seems to me that it will be very interesting and exciting. In this sense, it's very interesting to think about i","so it seems that a particular piece of data would be given a weight that is proportional to its similarity with the data that has been given in the pa","I'm sitting down. I'm sitting down and I'm looking at my hand, the palm of my hand. And I see a map of my brain there. I can see the cerebral cortex o","then the second thought I have is that if I am going to be thinking of these words, I might as well try and get some kind of a handle on the way I thi","a lot of attention on the edge of the horizon, like looking at a train moving very far away, but we can only see the tip of its head and its tail. The","that is a nice picture of what I have seen. That is a nice image. Now I am going to do another mental exercise. I am going to move to a different plac","and then you have this little dot here, the dot is the position of the camera, and this is the axis that we would like to have, the camera is free to ","I was wondering about this question: how much does it change if I do this from my perspective or from my body, if I do it from my body. When I did it ","And now I'm thinking about the effects of this particular approach, where it is a person with the task of saying out loud what they're thinking. And s","that's the way that it happens. I mean, it's not like you have a fixed template of how you do these things, that's a fact. Then you can have the indiv","I'm in my office at work. And I'm thinking of a word problem. And I have to figure out what's the answer. The answer is what's the sum of 5 and","a good idea for the new experiment, a good idea. What's a good idea? What's a good problem? There's no good problem. It's not a good problem. The prob","I am a mathematician, and I have to choose the topic for my seminar. There are many things to do: to have a good talk, to do research, to choose an ar","the ... the ... the concept of a problem. The problem of solving the problem of the problem. We have some problem, we have some problem ... then we so","the key to success, the key to success in any field is to take a big enough leap. It is not sufficient to merely develop some new technology or to inv","if I don't know the truth then how could I tell the lies? So how could I find out what the truth is? Well, the only way is to actually make a test and","so the notion of the soul as a kind of computer or machine or something, and so we can define it in terms of some set of laws or some set of parameter","and, how do you know that there is a unique factor, you know, the thing that is, that, that is the common factor in all of the, you know, all of the p","I have a bit of a problem here: I'm a bit concerned about what happens here: if I try to understand what happened before, I'm in a bit of trouble beca","28.8 seconds later, the 35th thought comes. It is a plan. The plan is to prepare a new experiment, to investigate the question of the role of the atte","I have to be an engineer... I have to use this technique to learn this algorithm... I have a job... I have problems... I have trouble... I have... I h","a 'light bulb' over one's head is a metaphor for a new idea...a metaphor for an important insight. The 'light bulb', as a metaphor for new idea, is ba","[I'm thinking] that I've got a choice of what to do next. If I do what I think is obvious, then I'm going to have a choice of whether or not to use","a lot of people, when they have a problem to solve, do it by looking at the problem from a new angle, that is, by looking at it from another viewpoint","[i]t's funny: the first thing I thought of in this task, was to take all the numbers and all the symbols, and reduce them to their root form (using th","and I wonder whether that is really the case. You could argue that it's just a result of the fact that people tend to say less when they are in groups","And I also wanted to know whether this is something that is a new technology that has just become available. I suppose in some cases we have to look a","and then when you think about it, if you want to take some action, for example, you are going to go to a department store or somewhere else, then the ","oh yes, a long time ago, I had this dream where I was on the surface of the earth and I could see all the continents and I could see the ocean basins ","and so I just thought of the fact that I'm doing this study and I'm probably sitting here thinking of how the study will be done and I'm looking at th","now we're going to see how we can change the way in which we represent our mental states, we're going to show how we can create mental models that hav","I have a few thoughts about this, and one of them is that the problem of a world-wide culture is a problem of the evolution of the world's language. I","if I do not have a purpose, then I am a tool to be manipulated. And then, what is the difference between me and an object? Well, there is a difference","I have been trying to find some good questions to ask the people in the study. But what I mean is that I want the participant to be able to find the r","and I think of this, and I think it's important that if we were to find any kind of measure of a particular culture's level of knowledge, then this me","you can only go so far with that. The only way to move further is to go down a different branch of that tree. It's like having a tree with a trunk. Th","I've heard a lot of stuff about it, but I haven't used it myself. I've only had occasion to use a very simple linear search. I've tried to think about","so what I want to do is to make this function not only usable but also useful. This is what I want: I want to provide an interface that not only allow","we were just talking about the concept of thought and the concept of speech and the concept of language, and the fact that there is a one-to-one corre","I wonder what the problem is with this approach of asking the participant to simply say what comes to mind? I guess I'm asking why we don't just look ","and there's a second model of a planet in here, which is very similar to the first one except that the mass is now 1.2 solar masses. So the gravitatio","the square is a triangle, the square is the circle, the triangle is the sphere, the circle is a sphere, the cube is a tetrahedron, the tetrahedron is ","and then a big, long, square, and then a small one. And then a small, round one. Then a big one. And it's a little bit bigger than the others. Then","I'm going to try and get rid of a lot of this junk that's going on, and I'll try to find out how it happens. Now, I'm going to sit down and see","a strange sound was made by an object moving. The object was a stick, and the sound was made when it hit a board. The object, stick, was made out of s","this is what I remember from the previous session. I'm going to use this to build a mental model, and then I can use the model to perform a mental sim","so a number of different sorts of things, it's not really an equation that I'm trying to solve here, it's an equation where there are some constants, ","then, I think I'd say something about the problem. I don't know how you'd say this, though, and I don't know the implications, but if you had a single","the angle is in a way that's really good, in a way it's bad, it's kind of like a mirror. It's a 180 degree angle, but it's not","I wonder if I would say the same thing if I was an undergraduate student. I think I would probably say 'I know the answer and I can figure out how to ","I am thinking of the big cube. The cube is 40 cm on a side. There are 6 faces, and each face is 16 square meters. There are six faces,","The graph of the sine is a curve which is bounded in the first two dimensions. It is also periodic, like the cosine, but not like the tangent. ... The","the 2nd term is 1 and the 4th term is 3, and the 6th term is 5. It's the sum of all integers up to that point,","the first letter is O, and the second is O. So there is an infinite number of such sequences. Now the question is: Are there any other sequences? Well","there are 16 distinct ways of putting this problem into the correct form. They are the ways in which you can rearrange the 4 elements a, b, c, d. A bi","I would like to prove that the following is true. I'm going to assume that all numbers are real. The sum of the two roots of a quadratic equation is e","10^12 is the number of times the light could traverse the diameter of the observable universe in a single lifetime. So if we define the number of bits","I'm sorry, this is the first time I've done anything like this. So this is an entirely new method that I'm going to try. And I'm going to do it for a ","it's not very difficult to do that. It's easy, it's not a difficult thing at all. Let's do that, then, but with some different numbers. Let's take, sa","[23] There was an enormous amount of light, which is the sun, in the sky. And that was the beginning of time. And there was also a great deal of darkn","this is something we know about the world and it's been known for a long time. If you were to take a sphere that was made of atoms that were one and a","I was going to do it this way because it was easy to do and it was easy to see that this was the case and we could also use the same trick and so on s","1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,1","and the line segment, I get this segment from the beginning of the circle up to this point here, and I get that by saying that the segment is equal to","one thing about this one is that the second part of the exercise is not much different from what we did in the first part, the difference between the ","I am wondering about the probability of two people meeting on a street, where they have a probability p of meeting each other at any given time. How c","the same [as in 50], but there are more cases [of the 50]... all cases of 50 have a factor of 5, because they end in","if the sequence of a set of numbers is a sequence of integers, the set can be generated by a finite number of arithmetic operations. The numbers in th","I remember having an essay about the effect of a random variable. Let's see. What I'll do is to think of an example. I'm going to think of a set of nu","6778115... 1888219... 2179690... 9815... 6715... (","the mind is like a tree, like a tree with its roots in the earth. And the mind is just the name of the whole tree and all its branches and leaves, but","I had to write it all out, I could not make it more concise or accurate, it is too important. If there is any way to make the output more concise or c","this is an extremely strange place to be. I have no idea how to explain it. What I have is a set of points. Each of the points has a coordinate associ","the part of the mind which is the part which does not change. That which is permanent, which does not undergo change. What is it? There is no change i","and I can see all the stuff in the universe that we are going to be able to see. And I can see how it is related to the human mind. And so that we can","Now I'm going to say the number of all of the letters in the alphabet. I don't want to count them, because that would take a long time, and so I'm goi","and this is why I think there is no way to think in two dimensions; the way that I'm able to think is that I can represent my thinking as a line with ","okay. I can see it, it is 1, 2, 3. Let me see the numbers. There are 6 numbers. I have to calculate something. I can just think","that's the whole idea of quantum mechanics. You start with a probability of the particle being in one state or another, and as you make measurements, ","then he comes in, then you see his face, but there are only 2 or 3 cells with the information, and then it's gone. And then he comes back. Then he com","the green and the yellow; I should have a picture of a square with four triangles that have their corners at the same point of the square (but now the","500 ... 510 ... 700 ... 200 ... 0, 0, a, b ... 300 ... c, 0 ...","then I think of a number in my head, 11. I then think of a letter, C. Then I think of the word 'cube', then I think that I can cube the","I can't remember what I had for dinner last night ... oh, it was spaghetti with ... uh, red sauce ... well, it was a 4-digit number that I just don't ","what does a program of random numbers look like? I just wrote a program that generates random numbers, 30 of them, and then generates another number a","and in the back is 1.93, which is the value of 1.39 to the power of 9.34947, which is 9.0","and I was thinking about the set of all integers, that is, the integers. And I was thinking of the integers as being an infinite set. And then I was t","it's the same thing. It's the same sequence. The same sequence of letters in the alphabet. There's an order in the alphabet that doesn't change. It's ","and here we go again. We can go either way. We can use the second law to do it, or we can use the first law to do it. If we use the first way,","the distance from the centre of the Earth is approximately 2000 miles. A mile is 1.609 kilometers, so the distance is 3218 kilometers. The","9, 18, 17, 16, 15, 14, 13, 12, 11, 10,","and if we look at this [in Figure 11, a grid of 16 × 16 nodes], then the first thing that comes to mind is that we can place some numbers","it's not really a nice day for a walk ... no one is going to have any fun in the garden today, even if we had a lot of flowers. Well, we could go on t","there's no need for this, we can do better than that. I have an idea that's more complex. What if we did that? Now it's not as simple as 1/2","we can try to find out if a circle can be inscribed in a triangle if we know that the length of the side is equal to 47. That's what we've been discus","I want to see the book on the table, and I can't see it, but I have to move the camera along a little more, so that I can see the book, and now I","this is how I got started on my last problem. This was a 25 x 25 square, and I made a 23 x 23 square inside, and I put","10 times 100 = 10,000, 10 squared, and 10 cubed is 1,000 and then you have a"],["I don't know. I don't like that. I've never heard anything like that before. I don't think it's the same kind of music. It's different. It's kind of","and I'm thinking I might get a job as a plumber, you know, they're always looking for plumbers in my experience, but I'm not really interested in it..","I know all of the different kinds of cheese, you know. But I don't know what they are called. I think the biggest one is called... something like Gorg","I was going to be a minister and I did that for about four years, and then I dropped out. ... I was at one point the pastor of a church, but it was ju","I don't know. I was going to say, like, there's this thing that happened, you know, where in the 20's, and 30's, in the United","And now I am at a point where I am thinking about my next move. I have two options: I can either stay in the job that I have now, or I can try and fin","I can't believe that I've been working with computers for 25 years and I'm still a computer person. I don't know what that says about me or my parents","and then he has to get out of that place and have to get to his next place, and that's why we had to have so much in place, so that they can move out ","And then you have this. You have a line, you have a space, and you have a dot. You have that, and you just can't do it anymore. And then you know that","a moment of calm. So when I'm...you know, I get up in the morning and I look at the calendar, you know, and I say, 'oh, I got to do","[talking about the test, and how] ... I mean I can see a lot of people that do well on the test, but are not necessarily high performers in the busine","a lot of the work that we do as a community is to try to solve problems that we don't have that we think we might have. And the reason that I think th","So there's this idea that people are willing to buy into certain things and are willing to take certain kinds of risks, and we've seen this in the pas","And that's going to be the big issue this year, is that they're going to come in here and say, 'You're going to have to make up your own rules, or the","there was an example that I thought would be great to be a good example of how to use the Internet. A couple of years ago, an old friend of mine from ","We have some, the most important thing about our job is, you know, how much money you're making, what is the, what are the requirements that you need ","the people who are in this room, it's all a part of the same thing. The same thing that they're doing, that they're having a meeting, is also the same","So, I'm in a very small town in New Hampshire. It's about a twenty minute drive, twenty miles from Boston to this place. And they're putting out a not","we're looking to replace some of the stuff in the public sector because we don't think that we can manage that on our own, we're looking at the privat","it was a big decision for me and a big decision to go forward with the project because I'd had two really major projects at the university. And I have","I had a lot of difficulty with the planning process when I was an officer. And the reason was because it was very difficult to plan and have people do","[in my opinion, the] future of the Internet is going to be that the people are going to be more interested in having a real, authentic experience. And","we've had a lot of work, a lot of time on this system. We're getting close to the end of the contract for the last couple of years and there are a lot","I think there are two ways to make a great company. You can have the great people and then make the company. Or you can make a great product and then ","And you know, what's happened here is, we've basically built a technology that's very high-tech, very sophisticated, and that's very expensive. And wh","there are some things that are not easy to communicate. Things that are very technical and there are some concepts that are not understood very well a","so I've been thinking about this, and I've been really interested in the idea that there are two ways to create value. You can create value through pu","I think that, I think, I think that the notion of a corporate board of directors has actually been an anathema for a long period of time. In a lot of ","and then the next question I think that I'm going to have to ask is how can we make a better assessment of what the outcomes are in these areas? And w","there is the problem of a human being becoming aware of themselves, and how to make that more clear, so that we can build a model that shows what is g","I am thinking of the fact that if I look back, I have been doing this work for over 40 years, and that's a long time. What do I remember about this ti","and I've been thinking about that because I'm not sure that what I'm doing is what I want to do. I'm trying to be as clear as possible, as I'm trying,","I just came here because I need a break and I needed a chance to think about that. But what I have a real problem with is my time management. I'm goin","so I guess we could think of it as the common sense in the software and the data that's available to us at the moment, the software and data that is a","and what they do is that they get this big chunk of the user base. And they get this big bunch of users that are trying to learn the language, trying ","[W]e need to take the kind of things that are happening and to think about how to make those things happen in a way that is more scalable and that can","I had a friend that did this kind of thing, he would say, 'I have this idea, I'm going to use this idea to start a company.' And then he would do some","and you see them. It's an amazing thing. People who are kind of high-tech in their business, you see them get, you know, the robots. You see the autom","you know, if you're thinking about a problem, you have a tendency to think about it from an outside, abstract level, and the outside level is kind of ","And what's that? Where? OK, well, I've got to make that, make this thing. Well, the thing is, you know, what are you doing, what is it that","so, it's, I guess that's like, that's, what, what it means for me, is, that, it means that you're sort of, you know, I guess I","And it's funny how you think that, for example, the 40 year old is more capable than the 25 year old, right? Because there are more things that they'v","I feel like I'm very good at this type of thing, so I want to go through and see what my progress has been. I mean, I don't know what to do with this ","yeah, the person who is listening to the podcast and is in the process of thinking about the topic or learning about it, whatever, and then they have ","I'll give it a shot, but if it doesn't work, it doesn't hurt anything to just take a look at a bunch of random data that's available, and figure out w","we had this, this thing where, so I was just wondering like, was this like, is this a, is this the same thing that I would be doing? like in terms of ","we're in some sort of an infinite loop. In that case, we're gonna need to keep increasing our search space, and the probability of finding those rare ","my next thought is about how the process of thinking is similar to the process of writing. There's a certain amount of, um, of thinking about what I w","the next thing I was thinking about was how can I find a better way of thinking about this? Is there a more elegant way to describe it that is more pa","there's a few things that I would like to do with the data. It would be very useful for me to be able to develop my own models that I can fit to the d","and that's it, I guess. And there is the point that the data will be transformed to a single dimension, where it can be represented by a single real n","And that's an example of something I'm working on. I'm trying to get a program that can handle 3D data sets in real time. I know that's a bit of a mou","okay, that's great. But what's the real deal? Well, for that I would have to do an extensive analysis of the data set. If I had a data set that I want","the number of pages that you could read in a week if you were only reading one page a day and there are 7 days in a week. So 7, times the number of pa","we're going to see the 42nd state and this 52nd state is the last state in the continental USA that we'll visit. So we'll start at 6:4","[M]eetings and conferences and events, that are what they call, that are events, and, you know, the big one is, the big event is the World Cup, and","the same thing you see with a lot of people in their twenties and thirties and forties is, I think, the first stage of aging is becoming more and more","I'm thinking about the New York Times. The Times. It's just been a year, and I haven't even read it in a while. I mean, I do read the front page,","I guess what I'm trying to do is, is create a feeling of community, but also a feeling of freedom, and, and, you know, that that freedom that we have ","uh, I, uh, I'm doing a project right now, I think I'll put this on the, uh, on the table here, um, uh, um, so that you have","well I'm interested in the role of the Internet in the world. How the Internet affects us in terms of education, in terms of social interaction, in te","I am on this site to get out some of the information that I have to process in my mind, and that I am doing right now is a lot of work. I have to take","I've got a big book of puzzles that I can take with me if I want to get rid of the time that I'm flying back here or whatever, but I haven't got the t","the idea of having some kind of system, not so much about the technology of it but more about the management, the kind of management, the coordination","you're actually like a computer system with many different operating systems running on it. Like your own operating system, your own neural networks a","and then the other thing that I was trying to do was I wanted to see what would happen if I had two people who are doing a problem in a different way.","that's interesting. So, for example, if you had a problem of solving the quadratic equation, then you have to factor. So, you might have this. You wou","I was going to say that the numbers of the units that are coming up to the end are going to be the same. And, for example, the sum of the two last uni","and I would like to explore this concept, the concept that we've talked about, the idea of a semantic field, of a domain. Now, the way I want to go ab","The brain is a very interesting thing in that regard, and the more we think of it, the more we realize how complex it is. There's all this kind of com","and then you can use that, then, as an argument, you could use that as an argument. There's no difference between an argument that's presented in a te","and then we'll get to the point of the year where there's a really big difference between the actual value of a dollar in the real world, the actual v","so it's very difficult to make a big decision, because there's so many parameters to take into consideration. So you want to make sure that you're not","a few weeks ago I got this weird idea for a new business: it's a sort of consulting service. It's called 'The Idea Generator.' My idea is to give a co","and then, you know, you go back and you do it again and again and you know, I'm sure there are things that you can do in there that will speed up the ","And so it is, it seems like a natural progression of evolution. We've gone from our first step as animals to the first step as computers. And it's a v","[the] time we spent together. That's a great way to do it. We're going to do a lot of work on our team, and we're going to look at the business proces","So, I want to focus on the research method here. The research method is a bit more interesting, because it has more to do with the context and the goa","the problem with that is that we really don't know what the problem is... I mean, you can tell that you have a problem, you know? You can tell that th","I'm trying to do this problem where I need to calculate the amount of the product I'm gonna get out of this reaction, and I need to do it in three dif","you know, it's funny, you know, in the 18th and 19th centuries, there was a lot of stuff that went on. There's a lot of data from","and so I realized, we actually can solve many problems using this method, for example, we can solve a lot of problems using this principle, and actual","and it is difficult for me to tell whether some of these thoughts are useful or whether they are more useless, and maybe I just want to go out of my w","I could say, 'let's work with the idea that we have a social structure and that's going to be the primary focus of our research and our development. A","what we're trying to do in this course, which is a new area, and that's called the new systems neuroscience. We're trying to put together the systems ","I mean, you can be very, very precise about what you do. The world is an image that has all the things in it that you are looking for. I am looking fo","and it's important to think about the benefits and costs of a proposed action. If you have an action proposal and you think about the costs, you shoul","I'd like to see a person that would be capable of writing a program, but without knowing programming languages. So, how would we do that? Well, that w","it's like a continuous, sequential stream of information and then you are able to evaluate each piece of information by itself and also in conjunction","there is a kind of state where you are not thinking at all. You are just going through the motions. There is a kind of inertness that is involved in t","[the participant] thought about some sort of computer system that could do some sort of inference of some sort of pattern that could be found in the d","I'm going to come up with an answer for the question: 'how do you think people form the world?' I don't think that this is an easy question. I don't r","and what's that you're thinking of? The other one? Well, yes. And the question is, is that one more interesting, more relevant, more important, more m","and that is why I'm looking at you, I mean, you have this expression on your face that you are trying to come up with a name for your feelings, becaus","I am going to think about an example of this phenomenon. Let's say I am going to take the following statement. I am going to use the term 'x is a y'. ","So let's try to find out the optimal conditions for the best possible quality of our lives, the optimal conditions and the optimal strategy, the optim","the whole thing about the economy, that is, the fact that there are so many more people working and being paid in the United States than there are in ","I'll try to think of the examples where one can say, 'A priori, a model should exist, because a given system is subject to the same physical constrain","[07:23] the number of people is small, which means the probability is greater. [07:30] The probability is greater because the number of individuals is","so the only reason we need to say 2-5 is because it's convenient to say that 2-5 are the ones we're interested in. And for example, if we say","it's not too easy to say, because what happens is that if you look for one of those patterns, you find them in a way that you can't explain what's hap","this is just what I have been thinking about. I've been thinking about my father who I had a great relationship with but I don't have that relationshi","and a little boy who's about 2 years old, he says, 'What is the capital of the USA?' And the answer would be 'Washington' and then the next question w","the day is still bright, the day is still early, and I am not sure what I will do with my day, so I am going to go and see what is the best way to get","the new thing, I guess, is that there's a lot of research into this, and I was thinking, if it's research, then why doesn't it get reported, why is it","I see a set of data from a series of studies which shows that when you increase the amount of sleep you get, you get smarter. I'd like to think that i","I'm not sure. I've had some problems with the mouse and I'll probably have to do that at a later point, but I think it's good to do the stuff that you","So that's how it works. I have this function that takes in a list of words and generates a list of probabilities, where the words are sorted in order ","my computer is turned off, and so I have to go back to a text-based interface. The reason I'm doing this is to try and get at some kind of a high-leve","... ... ... ... And so on, but this is not going to work. It's not going to produce the result I want. I need to go through the first five or ten thou","[I'm] trying to find a word for an idea in my mind, and it's a word that describes the way a human being thinks, or thinks about something. I want a w","I think that I should find some way to add to that and so I think it's like a sub-routine that's being called, so it's the same thing as in a normal p","I've got to go back to the start of the previous exercise because it was on my mind. So, in the previous exercise, we had a random word, and we had to","this is the way I feel about that and what I'm about to say and then I'll go through the steps of how I'm going to do that, I've got my thought, I'm","I am a person who does not know if I am a man or a woman. I am neither male nor female. I am a person. I have a body. I have my consciousness and thou","we have no idea what's going to come. The first thing that came to my mind was the word 'word', as a generalization of all that we've studied so far, ","that's what's going on, but you don't really notice. But the question is, does this change in the brain really lead to the change in your behavior? So","it's not my fault. I think that's because of my situation, and I'm trying to put some blame on some external situation that's responsible. But that's ","that's one of the things that I think we really need to do is we have to be much more precise. For example, when we talk about 'the mind,' we should t","but you don't have to. I can have you. I can do that. You can just call me when you have a project, and I'll be there. I can't get my life","I'm really not sure how I feel about this whole thing, but I do feel strongly that there is something to be said for the idea of a network, which is r","the whole thing is actually the whole thing of a kind of anarchy, which is, well, it's like, if you have an organization or some kind of a social enti","and that's just a part of the way of the world, but what can be done? What can we do to help this process to be more stable, more predictable? Because","I have a problem with how my mind works, in a way. My mind is quite efficient at forming concepts, and I think it has a lot to do with my expertise in","and the thing that I'm thinking of now is how do you test whether something is an algorithm, and a couple of the things that are in my mind that I thi","you know, so I was in a meeting today, and the meeting was about, we're working with the pharmaceuticals, we're looking at how we can work together, h","And that was what I was thinking, this is what we have done. Now we have this new generation of devices. They're all much faster, they're much more ef","a little girl playing with a little girl. It's the same thing with the big girls and the little girls. That's why they can't really teach the big girl","I feel really bad because I don't have any money for my dog's health care, but I think that I can get insurance for that. I think there is a lot of st","so I'm getting into the point that I have a hard time in doing this work. It's so much time invested, the time cost, in order to get this much money. ","if the subject of the program was, for instance, the distribution of income among families, you would get a lot of complaints about how to do it. Beca","I was sitting there, and there was a big container of strawberries, and I thought, if I were to eat all those strawberries, I'd be taking in 7500 calo","we get an opportunity to work on new skills and to implement our expertise in a way that's consistent with our values and our vision and our principle","So in order to keep up this kind of growth and development, you need to make sure that the money you're getting in, in the first place is good money, ","the old ways of doing business, in terms of the number of people that we have to go and meet and talk to and do all these different kinds of things in","but I guess that would be a lot to put on the table, that's right. ... The thing that is, there are certain things, in some countries, that they don't","and what does a good computer look like? ... I think that, with the increasing amount of information that we have at hand, the complexity of the infor","there's something that I haven't really done yet. I haven't gone into any research and I haven't looked at the current state of the art of this. The r","my thinking is like, this is all good. There's a lot of people that are getting rich off of data. If there was a way to have that data not go away and","this is the first time we've seen a new kind of visual model in the last couple of years, which is really exciting. We've seen lots of examples of the","I want to think about my life. And my life is really about the three things: people, places, and things. And when we have people, places and things, t","there is a little more detail in the world than meets the eye. Things are much more complicated than they may seem. It's about context, it's about the","this is actually a little bit interesting because there is this process of social construction of the world where there is a tendency to over-generali","I don't think it's that that is the problem. I think that it is the fact that we have to be able to adapt to new information and the way in which we d","the process that we go through. Now I am not going to go into the details, because I've been doing this for many years and I've been trying to develop","my vision, what is it, is not a part of the mind. It's a part of a thing, which we call the body. And it's, I think, a part of nature","[I]t's very difficult to make a very concrete prediction for the future of the world and for what the world will look like in 10 years, because it's n","I can't quite remember, I can't quite grasp. It's a big picture, it's not a big picture. The whole point of a big picture is to make it big picture. Y","And I guess that's the difference between you and I and the person who's not thinking. You're like, 'Oh, I'm thinking about that.' You're thinking abo","I have some other ideas that I can't get at the moment. I have some ideas that I'd like to pursue in the next few hours and the next few days, but I'm","It's going to be a hot day today, I think. I'm going to the gym, I'm going for a jog. I'm not going to wear my shoes. I'm wearing shorts","[t]here is this idea I've had for a while that I think I'm going to work on, and it is sort of this idea that I was working on, and then I got","[M]ost people would think of this in a certain way, but I think of it differently because I think about this in terms of, this is not a big problem fo","but I guess if you were just to, just to have this, the person would have to be able to, if you're having a thought that involves, it would involve a ","if I'm looking at a computer screen, I can't say that it's really a window or a door to a room or anything like that because I have a feeling that's a","and I think this is an example of an artificial intelligence system where the training data are not particularly reliable, and you get a very reliable","a sort of little circle, a little circle with the numbers, 1, 2, 3, and 4. And I'm thinking about the four cardinal directions, north, east,","and it's also interesting because it's about a subject that is, I would say, a sort of, if not an independent discipline in itself, but it has a lot o","I can't think of the word. I can't remember the word for the shape, I can't find the word. ... I'll have to be more precise about the type of word I w","the question is what are we going to do with all this data. How do we analyze it? I'm thinking that the first thing I do is try to come up with a set ","so, let's say, I have to come up with something new. And I'm thinking about this, you know, I have some kind of an idea. Let's say this is my idea","a few people I know are very interested in quantum mechanics. I think there are two different things, there's the quantum mechanics. The quantum mecha","The point of this is to take your own brain and make it your own brain again, to do away with the kind of thinking which is based on other people's vi","the difference between this and a normal study of thought is that we have no hypothesis or theory to test, we don't know what the data will show us, w","And it would have been nice if we could have been a bit more open and talk about the problems of the moment and talk about our own experience of the m","and you might remember the things that you remember. But the things that are most important is what you forget. Because what you remember is what you ","I was trying to think of the word, I tried to think of a word that would represent the quality of my thought. If you think of thought as being a serie","I'm going to describe a test. There are three problems. The first problem is a classic one that is often used in mathematics, that is, the problem of ","I see a tree trunk, then, and it's very dark. Then it gets brighter. And the tree trunk starts to be a tree trunk and I don't see much of the leaves. ","The difference between the way people think, and the way computers think. I don't want to say it's like a human brain, I think it's more like the comp","the mind is like a river, you know, with lots of little streams coming in. These are all different, but they are all in the river of consciousness. I ","there's the object that has this feature, and there's another object that has the same feature. But is it true that the second object is also in the s","and now the more the less, that is to say, the more the more. The more the more means, roughly, the less the less. This is a rough generalization; for","(2) Let's start with the last thing in the list that we wanted to do. (3) It's: 'A' 'A' [a] is the first letter of the","I was thinking that we're having a computer, we're having this, what is this? We're having this. We're having a machine which takes a set of inputs an","the idea of the universe being a simulation. This idea is very popular. It is not new. It was even anticipated by Plato and others. The idea is that o","I was thinking about the value of money. In economics, money is a means of exchange. We exchange goods and services for money. Then we exchange the mo","I don't know what that means, and I'm afraid that I don't understand that question. I understand that there is a question mark there, but I don't thin","I'm on my way to the airport. I need to know if the flight is on time, but I can't contact the airline because I don't have a telephone. The flight is","[I] have this one thing that I would like to point out, which is, it's kind of a technical issue, which is that one can construct a model which has tw","and the moon has its own system of latitude and longitude. The sun also has its own latitude and longitude but that is not used, I suppose. So the moo","there's the old one [a black object], that is, there is the black object, it is black, black, black. That's what's the color of the object, or, rather","I can't get into that position. The way you could make that turn... it's a circle. That's a circle in a plane, right? That's the circle in a plane. A","so, that was an example of a one-dimensional map. Now let us consider the case of a two-dimensional map. If you take a Cartesian coordinate system and","you have to ask yourself how would a computer program work out the difference between a square and a circle? In the computer you have to have some kin","if you're going to say that all these other things, but you're not going to say what they mean, that's no good. What do they mean? What do you mean by","(18) and this is the next thing which I want to say. I want to say, well, as I say, it is a set of numbers. And one of the numbers is","Now this is a pretty good example of where we've got two competing concepts in our mind that are each in their own sense partially correct, and so the","And I'm sitting here and I'm thinking about some of my research with the visual system, which I've done recently, which is all about the role of atten","now, this is a kind of thought. It's an example of thought in the sense that it's not a real thought; it's a verbalized thought. It comes into existen","in that case, the potential of that particular research question is very high, and we need to test this research hypothesis in as many possible condit","the problem is, if you have an abstract notion, which is just a thought that has no associated sensory or motor content, like a definition, then you c","It is a big number, it is a small number. A big number would be the total population, but we would have to add some other numbers to it: the number of","well, the probability of winning a lottery is 1 in 10 to the power of 28, because there are 28 numbers in the lottery and each of those numbers can be","there is the whole idea of what we call the Cartesian body, Cartesian mind and then there's this thing called the brain. And we know that the brain is","a few days ago I was watching a video of a little girl in a magic show. She was waving her hand, and in the same plane that she was waving, there was ","I'm thinking of the prime numbers... Oh, what a beautiful number, the number e = 2.71828... (he goes on).... Now I have the formula for","[thinking aloud] this is not a good idea. [he turns a corner in the room, a change of perspective] No. [the participant moves to another position] No.","I have an image of a cylinder which is made of some kind of metal. The metal is uniform all around. I can rotate that cylinder through any angle of ro","and what you see there, is it not something like a square with a square hole in the center? Well, it's a square, and you see that there is a square ho","and, of course, if you were to look at the sun and if you were going to have to be able to see it and see what it is doing, then you would have to go ","this is just a test, just a test. No, that's not what it is. There's a test there that's what it is, but it's not the test that is being done","[my hand] was trying to grab the string, and the string was trying to pull me back and forth, and my hand was trying to hold on, and the end of the st","5 3.80 4.50 2.80 ... 1.50. ... 0.50 ... 4.70. ... 1","I wonder why the speaker is in this room, rather than in another. ... [Pause.] Well, this room is big enough. If I make it smaller, the speaker must b","it's like the word 'cat' is a cat. 'Cat' is an abstract concept, a cat is a specific cat. Now we're back to the abstract level of abstraction. That's","Now that we are doing this experiment we will be looking at the rate at which ideas come up. And the first question is the rate at which they come up.","I want to go to the moon, and the moon has a gravity that's one-sixth the earth's, and that means you can throw a baseball 10 times further than on th","what's the volume of a cube? Well, I have to look up the dimensions of a cube. I'm gonna do the dimensions of the cube. I haven't done a cube in a lon","(26 seconds)... (21 seconds)... (10 seconds)... (4 seconds)... (5 seconds)... (6 seconds)... 1... 1... (1 second)... 12","10.00, 15.00... 30.00 ... 60.00. The hour hand will point to 60 after 2","I see the front of a train (train car) and a door. ... There is a man at the door and I don't see any other doors or windows. I think of a box with","we can go back and forth. And here is a third dimension. So we can have three dimensional figures. And I can find the center of a sphere by making a r","the word that was written as 'The' in the first paragraph is actually a word with three letters: 'The', the letter 't' with a line underneath it, and ","I think about... oh I see that it's like a wave... like a wave that's coming in, and then there's a trough, and there's a wave, and then a trough,","and the other one is 9 and 29 is 759 7 72. ... I can see that, yeah, that's a prime. ... That's the only","and so now I'm in the middle of a sentence. I'm looking at a page and I'm saying, oh I'm just getting a little bit further down than I had expected. I","I have two boys. I have to find the sum of the first four prime numbers. I know the first prime number is 2. Then 3 is the second. 5 is the third","that's one of them. Oh, now it's 100 and 120, 124, 132, 140. Oh, there's","The point of a triangle is 180 degrees...I wonder if there are any points in the interior of a triangle. Yes, there are, they are 1/3 of 1","four ... 3102, 3120, 3021, 2031. No, 3, 2101, 3.","this is not the best way. I should say it is 0.45, but it is 1/2 + 3/4 = 1 + 1/4. Therefore","this is the difference between 65 and 120. This is 55. 55 is the difference. 59 is the difference here. That is the difference in","and it's a triangle. Now the area of the triangle. But I'm not going to use the usual way. I know what it is. It's 1/2 base times height.","that's about 100 feet, 10 seconds, 1800 feet. So it's 18,000 feet over the bottom, over 18","there's one at the end of a highway, but the one you're talking about is going to be, well, the other one is going to have a smaller radius, and you'l","the shape of the moon in the sky. Now I'm thinking about the shape of the sky. The sky is not flat, but curved. The sky's surface is curved. The shape","you can take a picture of the world with a telescope. And, if you can make the picture clear enough and precise enough and so on, so that you can tell","4386.3.5.5686.81.6672.7844.8523.2634.97","and they'll get on a plane to the other side and they'll land at the end of the runway. I'm not sure that I'm imagining it correctly, but there should","I'll be a 15 year old man in the future, right? You see, I have a 10 year old girl. Her name is Julie, and she's in grade","what would you do, then? To the left and to the right, you will always be going the same distance in each direction. Therefore, the distance from the ","you can't have more than 12.1344 and 2345646 and then 911, the next one is 4910,","I have been thinking about what you asked about and how to approach this. If we have to go through this again, I need to know if you have any particul","so it's going to be a square, then it will have to have a side that is 3x + 2, that would be the side of the square, right? So, we","and there's the line y = (3/7)x + 10, so I'm looking for the point of intersection of the two lines and the point of that is going to be (","there were two blue-eyed people that I met on a recent trip. The first one was blue-eyed and the other one was brown-eyed. There's a two to one ratio ","there is a nice relationship between the value of a and b, if you set a = 1/12 and b = 1, then they have a nice relationship. Well, what if","and I wonder: do they, do they have any time? That is to say, are the times which they are observing on the top of the screen, are they really the tim","I am now going to work on the second equation. It is a function of the first. But there's a problem, it's not a function of one. That is, I can't take","and this one here, this one here is what I would call a set of one of the four basic trig functions. So let's say that x is a set of vectors and I wou","I've got a friend who was at the same time as the time when I was born, who's a few years older than me, and so when I was ten years old he was fourte","And so this is the way we go from point A to point B. Then we can also think in terms of the plane. So if you have two points in space and you want to","13.56 6649.56943177 6650.56103258 6661.5","2.5 minutes ...2.6 minutes ...2 minutes ...2... 2... 3... 4... 5... 6... 7... 8... 9...","you know the equation, and you know what is the solution and the roots, and you can calculate them, right? But the question is, what is the minimum di","and the difference between the mean of the data and the predicted value. The predicted value is the mean of all the data, so the difference is zero. T","25000...24000.. 23000.....22000 ... 21000 .... 10000. .","I am not thinking at all, so I do not see the tree, but I hear it and know it's a tree. I also hear the tree moving and I know it's the wind.","And, of course, I think, then I think, and, I mean, I'm doing the math here, and I know that there are two equations, the first equation, or the first","1200 531 3600 244 30 2950 389 3500 130","and then there's another one that's a little more complex. There's a three-stage process. You start with a start value, say, 10. The first stage is a ","that's how many there are in the room, then let's see how many people that are. Ah. How many people in the room? Ah. Oh, 100. Ah.","3.74 seconds (s) of sleep, 1.54 s of wake. Sleep cycle = 104 s, 10% of 1000","and 29.674% of the world population will be a minority group in 2030. So that's a 30% majority. In the 40","we have the choice of many different methods, which means we have many different paths, which leads me to my conclusion that we don't have one univers","you have to remember that there's this difference between a wave and a pulse. A pulse has the same amplitude throughout. The wave amplitude is maximum","... 99.9999... percent of people do not think in binary logic. Most people's thoughts are based on a continuum rather than a series of discrete points","this is what it is, in that sense. It's what we have to do, at some level, to understand what's going on here, and it is not the same as the level of","And they say that the world is going to end in the year 2012. I don't believe that the world's going to end. What if that's some kind of a r","now I'm thinking about my feelings of anger and I don't know what it is that I feel... is it... is it some kind of... what is... I can't even say it i","The rest of the set of numbers that I have been using in my thinking so far is a set of integers. So the numbers that I'm going to use next will be th","there's a number of problems. One, a problem is a problem if it's a problem. And another problem is if it's not a problem. A problem is a set of obsta","and if you take 1000 and 2000 years, for instance, and you take the ratio of the number of 1s to the number of digits, the average","It's a bad idea. It's a very bad idea. 3-1-1-8-3-4-7. That's 33% of the people. 1","and the number is going to be 1000. Then we'll have 999 times 10, but it's 10100, and then we'll","35 ...48 ...24 ...14 ...24.41 ...87 ...4 ...90 ...75 ...67.4 ...27 ...21 ...","it's like a little machine in our heads, which runs at full speed for a while, and then it slows down. At the beginning it is fast, then it slows and ","1.60, 1.51, 10.49, 2.21, 29.23, 11.28,","this is what is going to happen in the next few years and months, but what does this mean for the world, if the world is now going to have two differe","The word 'not' appears at the end of almost every sentence. This is interesting because it means that every sentence is negated, and that the thought ","I would like to say a word about the first of the ten points that we will consider. The first point is that we can always use our own past experience ","so, the question is: how do we deal with the complexity of our lives? Well, first we must admit that the complexity of life is an inevitable consequen","and so you could take a limit of the volume of a sphere or a circle... but the sphere, when you do this, the surface area of a sphere is not proportio","I know the equation for a plane: it is Ax + By + Cz = D. This means that there are three independent variables and two dependent variables. In a matri","and we want to be able to go to the moon, or somewhere else, or anywhere else, and we want to get there as quickly as possible. But the fastest way to","and I think that a big advantage of the computer is that you can store and retrieve data quickly. And the main disadvantage is that the computer can b","we got to a point in our discussion of the importance of the big data to the life sciences and how this relates to the big data that we are doing for ","the brain has evolved from the simplest nervous systems in animals. That is, from a single cell, to multiple neurons, then to neuronal assemblies, the","it's always been very hard for me to visualize the 'plane'. It's only a very small part of the problem. It's probably a very difficult problem, and it","and the right-hand side of the brain has a lot to do with visualization and a lot to do also with intuition and pattern recognition. And so it's very ","what do you want to say? Something is happening, and it has to do with the person in question, that is to say, the person who is at the center of atte","I just realized that my research program is quite similar to the research programs of some of the most famous scientists of all time: Galileo and Newt","the one that interests me is the question of how to explain the fact that there is an association of the neural system which is independent of what on","we are saying that all these [different kinds of data] are being recorded by the same entity, which is the observer in the sense that, of course, the ","so I can't believe it. I don't think this is just a coincidence. You know that it is the right way to look at the data. It's not a coincidence. And so","the tree is growing. It is not really a tree. It is a network of roots. It is an organism. It is living. It is changing. It is being formed. It is bec","the dark one, the one which is darker than everything. I cannot perceive it. I do not know what it is. But I know that it is there. It is more than al","what the brain does with the information it receives from the outside world, what it does with the experience of space, time and reality, what its own","there is no evidence that my mental state is different from that of the average human being, and that this is a general human feature. It is also evid","Now I am thinking. The memory is... [he looks at his hand] ... I have a feeling that if I do something with my hand it will have a different effect th","I am the one who is thinking now. The I is a unity of many thoughts which are not connected. In the consciousness there are no more such elements than","there's a way I can measure the speed of a person's thought process. This would be a very simple measurement of a person’s brain functioning. And I th","and they are different for different people, and there are different ways to take care of things, and that's true, that there are many ways, and that ","I'm not sure what you want to say, but I'm going to try to find out what you want and then say that out loud. I'll start with my own knowledge, and I'","I had a dream. I dreamed that I was walking down a corridor. At the end of the corridor was a door. The door was open. There was a room beyond the doo","and so you are more likely to become an engineer, because you are going to be more in contact with reality. And the engineer is someone who has been t","and the problem is that, the thing is that there is not enough oxygen in the brain when you do this kind of thinking and thinking that is of an intuit","I'm now going to close my eyes. I'm going to start thinking about my past. I'm not going to be aware of this at the time, but the time that I'm going ","and it's very easy to understand, from that perspective, why there is so much anger and why there is also so much resentment towards the state. And th","And in the past, we know that there's a connection between the human genome and the environment. And as we've looked at it more closely, we've found t","and I see these people. I see them as these human beings. And they have their own bodies, they have their emotions, their feelings. They have their th","and I was trying to think about the question of whether or not we are free or whether we're not free. So there is this question, this problem of the d","it's always interesting for me to look at how the mind works and the way in which one might be able to understand the mind and the way that it process","but that's just a thing that's happening, right? ... when you're asleep, you're still thinking things and you're still having all of these different p","I see a mountain in my mind. It's an image of the mountain. I'm in my room and I'm seeing it in my room, so the room and the mountain are both in my","that's why I've come to you with this idea, because I think it's a way to have an efficient method of finding out what's going on in our brains, what ","I'm thinking of my students in class, I think about the problem of having to teach the student, and I'm trying to figure out how to deal with that. I ","So, let's say that a set of vectors in a vector space is called a basis for the space. I am trying to prove that any set of vectors containing the zer","I am having this thought of how we can create a list of words which are the most basic words in English. What I mean by this is the words that are the","we are not free, we are not responsible. In fact, it is impossible for us to have the kind of responsibility that we would like to have because we do ","I can see how much the data is in the hands of the researcher, which means the researcher is going to use it in whatever way he or she wishes, in what","[i]t's like a dance of the brain. It's like a mental dance. It's very interesting that it can be spontaneous. In our view, it's very interesting, for ","the moment of conception... a moment of conception of a problem, a question, a statement, a proposition, a theorem, a definition, a method... all of t","the idea that I'm trying to work out here is that there are many aspects of an individual's life and each of those aspects is represented in a part of","I'm going to start off with some more images. And there's something very striking about that. And I'm going to be making the point that there's someth","and I don't understand, because I know, I mean I know, and it's very basic. It's like the same thing, there are many examples in which we say 'A is B","so in order to move the two sides towards each other, it's necessary to have some sort of information, or to have some knowledge about what are the pr","and what's going on here, as I'm describing it, is that there are a number of ways in which a number of these concepts could be organized. And one way","what's the relationship between the way in which people learn from examples and the way in which they learn from verbal instructions. Now one of the m","It's a very interesting problem, the one we're working on. It's the problem of defining the mathematical concept of a set, which I've already discusse","that was what I had to do. So, I looked at a few different ways of doing that. And, in fact, the best way to do it was, I realized, was to look","there is a certain way in which the act of thinking, the act of planning, is like the act of composing music. You don't do it in the usual way. You ha","The problem with the mind is that it is too powerful. It is like a nuclear weapon, very strong, and it is often not used for the most effective ways o","I've been thinking about this a bit more and I think the important issue is not, as I originally put it, that there is an absolute distinction between","a little bit of thinking, a little bit more thinking and that's the state of the world. The state of the world is this particular state of the mind. I","I am going to think about the concept of a 'nucleus', or a 'core', of a text, or of a 'theme' of a text. What is the notion of a","the language and the structure of the language. I've been trying to think about how I should talk about the language and what are the problems in that","and this is another kind of experiment we can do, and I do think it's a good one, because we can take a piece of paper and say to a subject: 'You have","what I think about is the fact that I'm looking for something, looking for an explanation. I'm looking in a lot of different directions. I don't know ","I don't think it's necessarily true. It depends. There are a lot of different ways to think about it. If you're trying to calculate something, you mig","this is the difference between the present and the past, and the difference between one's own perspective and the perspectives of other people. So wha","and we'll be able to get to the real business of the matter and we'll be clear about the distinction between what we've done and what we haven't done.","this is the second thing that I've been thinking about. It's an analogy, in the same sense that I think of an analogy between mathematics and logic. N","The 55- or 60-ohm coil I made a few years ago was too much of a lump. ... It's a rather difficult subject, and I haven't much to","the amount of energy the body has at a given time, which is, I guess, the amount of energy that would be available to do the same amount of work at a ","I can say that this is the first time I've felt this in a long time, for whatever reason. It's just this sensation that I don't have that, this thing ","now, I think about a number, and I'm trying to add it to this number, and the number I'm adding to it is one half. Okay, that's going to be the result","the problem of the self, it's a problem. It's not really a problem, but it's a very, very deep problem. In that respect, the self is not a problem, in","I remember that there's a thing about a good and bad way of looking at something, and I guess if we have a problem with some sort of an object we can ","I have a very vivid visual imagination, so that, if I think about something, I get a picture in my mind of what's going on, and I often have to make u","and it is the most difficult one because there is a lot of information, not only from the perspective of the image, but from the perspective also of t","And we're thinking about our relationships. In fact, we think about our relationships a lot, and I think they're probably very complex, so I'll try to","I am thinking of this, but it is a kind of memory. And it is kind of a memory of an earlier experience of this. And if I try to think about it again, ","Now I see the day ahead, what's going to be the schedule of the day. There will be some tasks that I am not going to do in the morning, but there will","we know that we are not. We know that we must not, we know that we have to be in control of our own lives, and that this is a very important function ","I feel this is a very interesting and useful way of gaining insights into how people think and how people reason. We want to get insights into the pro","I'm trying to write down, let's see, I'm trying to figure out why we are having this meeting. I am going to be involved in a project for a certain per","I think that what we want is to come to some consensus on a definition, and a definition is, in some sense, a 'useful' or 'useful for the purpose' of ","and you can think that in terms of what you're going to do, right? ... and that's what I'm looking for. So the question is how do you get there? How d","I'm trying to think of some kind of framework that might help me in dealing with my life, and some of the ways in which I could live, to make my life ","I'm not quite sure how to put this, so I'll just say it and see what happens... I know that if I do it one way, I get different results than if I do t","well, it was quite a lot of what was going through my mind that I could have just as well expressed in a few words, and maybe in a more formal way. Bu","but I want to say that I think I'm trying to understand, trying to understand the dynamics of a situation, trying to get to the bottom of what's happe","I have to read it [the article I'm working on] again. I was trying to say something, and then I stopped because I didn't know if it was correct. I hav","and I wonder how many people there are in the world who have written an article on the same subject of the same length that I have written an article ","[I]t was really, really difficult for me, in the sense that I, when I was, as I have been talking about before, in the business, in the school system,","what is the point of a research paper, if the research is not so well organized that the reader can follow it?...there are two ways of doing research:","so I know, it's a very big deal to me because, and I'm not going to tell you that I'm more or less of a perfectionist, I'm just telling you that I","I have the impression that it has been an easy problem. This is the part I have to solve. The first thing that occurs to me is that I can simply set t","and the fact that a problem is actually solved or not, the problem is solved if, for example, there is a question to the system, the problem, a system","I remember going to an examination last year and I had some kind of paper about, say, an equation of a hyperbola and a problem of it, and I couldn't d","I remember that in school I did something wrong, and I got punished. So I remembered that when I did something wrong in this laboratory, and I was pun","I have just found a solution to a problem. It is as follows. For the set of solutions that the program was designed to find, I can state a set of cons","so it's a way to think about how you think about things. I mean you know, one of the things I've heard a number of times that you know, in computer sc","I just have a feeling that my approach is not as good as I can be because, as I'm saying, I'm not as good at it as I could be and I could be much,","And the other question I'm going to look at is: How would I use it? How would I implement this, use it? So, the next one was going to be what were the","and I think, well, a lot of the data that we're looking at is only relevant to the immediate problem that we're dealing with here. And in particular, ","and this is why I have an interest in the relationship between the kind of thinking that is used by the 'algorithmic' and the kind of thinking which i","and I had this idea that I could do something about this. But, on the other hand, I wanted to know: is there really a need for it? And, if there is a ","and if they didn't have the idea, they could use the idea and develop their own algorithms. It's interesting because, the way I think about it, if I h","this is kind of an interesting thing... I'm trying to do a bunch of stuff and the way I'm trying to think about this problem is that I'm trying to loo","I'm interested in the concept of a machine, specifically the machine. It's not the machine, it's the machine that it is. And I'm interested specifical","I could do this a few more times. And then I'm going to think of a way to think of it. Well, I've thought about it before. The way that I was able to","I have a strong feeling that I understand the difference between the two, but that's just a feeling. So I'm not sure if I can really give a good examp","I have to go back to the last sentence of the previous chapter. I remember that it says, 'a and b are 25 percent of x'. Let's write that down. Then I","and if I do the same thing, and I am, for example, taking an experiment where the dependent variable is the average of some kind of dependent variable","but it's a problem with the way the program is being implemented and it's not a problem with me or my judgment. ... So I'd like to see this issue bein","and I have a little daughter at school and she has to do something on the first day of school and I know what she's supposed to do, but I know that th","you know, it's funny that this is a computer that does all the work for me. It's just an example. It's not like it's the way that I can't work, becaus","I think we might have a problem here with the data and that's, I guess, I'm not sure, the problem is that we've got this data collection, data analysi","we got this result, the result of the data and, uh, now we have to check it, we have to check the validity of the result and, uh, and if we found that","you have to have a point, you have to know what you are doing, but at the same time you have to be open. I mean, I have to be able to see that things ","what do I know? ... I don't know. I don't really know what to say. It's all I have. What is it that we should know? We should know the truth.","if we do the same thing with different inputs, then we'll get different results. This would suggest a way to make the system more general. We could th","and the other thing that I'm not sure how it would be, like a kind of an inference rule that would be used, so that if we were given, for example, som","if I can, then I should be able to say something like, 'Well, let's take the data that we have from the beginning and that we have in the end, and the","the ... the ... the ... I was ... was thinking about what would happen to a ... a ... a ... an image that comes into the mind ... like a picture of a ","the things that have an impact on our thinking processes. For example, when we are talking about some sort of an activity, let's say, programming, we ","so the way that you do it, the way you go about it, is to say that the thing you do is to identify a certain property and then to make a decision base","[this] is not a description of a problem and a solution, but an example of a problem solution pair. That's not a problem, I'm trying to find out what ","I was thinking about the question of why we have been here in the past, and why we have ended up in our current situation, which we call the modern wo","this is a process, of course, a very active process of thinking. Thinking is not a passive process; it is an active process of problem-solving, of goa","and, then, you've got your second level which is the emotional level, which is what you're feeling; so you know, this is an emotional level; you know,","and you know, I'm a scientist and I have this great idea about how you could actually come up with a new, fundamental scientific theory by using the c","It is in the middle of the day and I'm having a nap. I'm doing a nap in a car. I'm in my car and I'm driving to a meeting. I'm trying","so, so, the question here is, what can you do in 2014 to create a more robust economy? I can think of some things I could do to create a stronger econ","I'm going to make an analogy to a more concrete situation. Say, for example, I have a bunch of books on my shelf, and I want to do a search to find on","this is the right angle of the right triangle; this is the hypotenuse and this is the other side. And the relationship between the two sides and the h","I'm trying to figure out how the world works. I have a theory that it works by laws that govern what I think is a state vector in a high-dimensional s"],["I think I don't remember doing that before. I don't know what that is. It's funny. I don't like it. It's a little weird. It's sort of like a","and if you're not there, and I have to go, I don't want to do the wrong thing. You know, like the wrong thing or something. Like, I might say somethin","it's almost like I'm on autopilot, doing things, like going to the store, doing my errands, just kind of getting through the day. It's almost like it'","And so it was that I was in a position in the 1970s, I mean the 70s. I was a graduate student. I had an undergraduate degree in mathematics","I remember the day when I had a job, and I was given a bonus check, which was 300,000 dollars, and I remember that check and it was a really","a whole lot of people that work in the same department, they're all old buddies. They've been friends for a long time. So, they have all these little ","and we're not really doing anything in the world right now, we're not trying to do anything to save the earth, we're just doing our thing and then we ","The way it is right now, if it gets any worse, it could end up being like a full blown pandemic, and that would be really bad. I mean it would be real","I've never seen a spider bite before. I remember, like, when I was, like, a kid and like, we were building a tree house or something and, and this spi","I'm glad I'm not going to college, I just don't think that's going to work. I don't know how to study, but it would be nice if I could do well enough","so we've been doing this for about 15, 20 years now, and I think one thing we can do is actually really start getting into a lot of people's homes. An","I mean, they're not really, they're really, the problem is the same, and the problem is not only the problem of the state, which is going to be, we're","it's been a tough year so far, you know? I don't know what the year 2010 will hold for us, but I do feel that I'm going to get to","I feel like there's not a lot of change on the horizon. And I'm really happy with the way we've made it so far. And I think that maybe the only thing ","and then the last thing before I was just like, oh, there's just not that many people who have any understanding of this topic and I don't think that ","I have to keep these two in sync. If I want to have a project, then I can't just come back in 20 years and say, 'Oh, I have a new project","I just remember going on vacation for Christmas one year where I took my sister and my brother and my best friend's kids. We went to Palm Springs. It ","and I was thinking about a project that I did this past summer, where we took some children to go and collect data in the rainforest in Belize, so the","we've been working on this problem of the the way the human brain processes information and how the brain is wired and all that kind of thing and then","I just recently got a new cell phone, and I don't know what to do with the old one. I'm going to give it to my nephew. I was looking at the options th","and now I have a new book, and then I got a job at the university, and that was my first year. The new job is a part time job, and then in the second ","I guess if you're trying to make something, there's a whole bunch of things that you can do to make it look better, and it's just about how much it ta","and then you know, I guess I'll look at them on my own time, you know. Maybe I'll read them and go, oh, this is a good one. I'm going to","and I was thinking about the one guy who had just taken the test. I think it's the same guy that had the highest score. And I'm like, how did he get a","I am thinking about what it would mean if someone could only be like 20 years old. Imagine this: someone in their 50s was able to get their heart rate","the future is a set of things that I may encounter as an opportunity to apply my knowledge and skills. I believe that the future will be a big data, m","what do you do when you don't know what the goal is, but you want to know how to achieve it? (..) Maybe you want to create a company, and you want to ","I was just wondering if maybe someone will have a better solution. This is what I am thinking. If you take the risk of having a new business, the firs","you know I was on a little island off the coast of Florida and I was working with this local farmer, who I'm going to refer to as Bill, and he was rea","and so that's why I'm interested in the kind of more sophisticated kinds of approaches like what you guys are doing and other people have been doing, ","so you know there's this one idea, this one hypothesis, that the brain is really just one big network that is activated. And the idea is that it's not","well, if you could take a bunch of people and give them the same amount of time and the same set of constraints, and you gave them an opportunity to t","I feel like I'm making some sort of progress and I don't really feel like I'm losing any of my abilities, even though I have some problems. I'm not as","I've got to come up with something. I've got to put my brain into something that's really good. I need to look at the past, the future, the present. T","uh, it was like a game, uh, a simulation, a game that was a simulation and uh, it, it was a game and a simulation that was a game in, in, in","and when you go to bed and you're not in a good frame of mind, like if you had a bad day at work and you go to go to bed, you don't want to,","and then you get the data, right, and then you go through, and you'll be like, okay, well, let's just try to figure out some ways that we can use this","just because I have a bad experience, it doesn't mean that I'm going to have a bad day for the rest of the year. I can change it and I will have to ch","and then, I don't know, I feel like it's going to be like, I don't want to make this a long term thing. Like, maybe, I'll just be like,","this is really a lot of work, I would say. I would say that I'm pretty busy with my current life. So the reason I'm taking this opportunity is I want ","a bit of a strange feeling about all this. It's like if you're looking at a person, and you're like, 'Hey, look at this, this person is doing this, th","It's been a while, I just did some other work. So yeah, I've just been trying to get my head around how to set up the interface for this project. So I","I'll have to add something to that. We can do that with the right kind of hardware. And that's where we're at now is with our next version. So I've go","(thinking) I wonder how this affects the results. And also, the one that has been a bit more of a long-term project is the one that I started a lot so","the ability to give yourself a little more time, the ability to not be a slave to time, and that's where technology comes in. We have the ability to s","and we'll use that to come up with some good things for the next, like what's the next step. And then what's the final step. I'm thinking about a litt","I'll use this as a way to get me through the rest of the semester. So the next semester, we'll probably be talking about this stuff. And it's all good","so you can sort of do some preliminary data analysis of the data and make sure that you don't have any weird artifacts or anything like that, then you","I'm going to use the fact that we want to write a program for this. We need to build a program for doing that. We need a way to represent the world an","you're going to get back to the core of what is going on, so that you can kind of understand the patterns and the processes and the underlying mechani","I had the following question about my assignment. So, I'll be thinking about it, and I'll be asking you questions about it. What I really wanted to do","the brain is the result of a billion neurons. So we have to look at the billions of neurons. So you have to look for the learning process as a whole, ","so that's why I had that question of can I make it fast, is the right answer here to do that? That's what I thought, well that's a good question, I'll","my friend's friend's friend. I think that is how we define a friend's friend, which is an interesting problem. It is also the same problem that has le","And what happens if someone asks me how many people are in the room? And I can't tell them, because it's not true, because it can't be known. And then","that's very good. The issue I'm talking about is that we have to get some sense of the probabilities associated with all the different outcomes. Becau","it's a bit like when we've got a problem, and we want to come up with a solution for that problem, and that problem is this problem with the different","I think the last part of this should be: 'The total length of the path, or the total time required to complete a path is minimized.' Because the first","I'm trying to get this right. I don't know why. There are so many ways I can express this. And I'm trying not to be distracted by the other thoughts t","if you take 1000 dollars from an account, it is the same thing as if you take from your wallet a bill with a value of 1000 dollar and give it","I think of the world as a great box with a large number of small boxes within it. These small boxes correspond to the various forms of human thought. ","I'll have to think of some way to express the results in terms of a graph of some kind. It would be a graph of the data, and the idea is that you are ","And now I'm not sure if I should take the words or the ideas... But it is in the middle of the ideas and the words that the real thinking takes place.","So there was this little boy who lived on an island somewhere in the Mediterranean, and there were some other boys also on the island. And this boy ha","my hands and the computer screen are the same color, a greyish white. A computer program could be used to construct a model that would do the job of c","The world is a stage. And men and women are merely players. They have their entrances and their exits and their actions. They come in, they play their","I've got an image. A house with three or four floors, in which there are rooms. The rooms are inhabited by people, some of whom are familiar to me. In","the 84,000 words of a random text. 139,798 words of a standard text. 841,035 words of a non","So you can think of this as an area of space that's, um, where the x axis, the y axis and the z axis are drawn. Now the idea is to have a particular p","the other one is going to be in the right spot, which will give us an absolute position, and that is where the first one was at, and that will tell us","I have to get this done in three days. It's not easy, but it's not as easy as I had thought. This is a bit of a problem. I'm doing a very simple","I'm thinking that you're saying, that if I think that this is the first time that I have encountered something and the next time that I encounter it, ","and then I was working on an integral problem. This is a rather typical problem. It's an indefinite integral problem. It's something of the following ","uh, you know, uh, it's, it's the fact that the fact that, uh, the fact that you know, that, that is, that is uh, that, uh,","The two is just the number of the people. If there were 30, I would have to think of an appropriate word for it. For example, a word like triad, which","I'm talking about this time, when you can do something. You know, you can do an experiment and do a few things, but I think the main thing is to have ","I don't know what's going to happen, but I don't think that it will happen that fast. In a sense I can say that I know a bit about this, but I really ","the first two dimensions are those that can be most easily visualised, so the third is the next most important, so the fourth, and so forth. You can't","the story I am thinking about, or writing, is not really a story. It is an essay, that has to do with the theory of a specific mathematical concept. T","my mother has just gone out. She is a psychologist. My mother. I am the one who goes out, because I am not a psychologist. But she is, she is a psycho","[t]he [d]erived [s]tructure, by its very nature, [a]nd [t]he way that it is expressed [e]xtremely complex","I remember you, you're a German, you're probably a German mathematician. I remember that. I don't remember the name of the German mathematician, I don","I can't remember the name of the first one, but it was something to do with the social sciences, and it's called 'The Conceptual Basis of the Social S","I can't tell the difference between a philosopher and a non-philosopher. And I can't explain the difference. But I feel that a philosopher has a great","that's why we call it a universal. The same universal laws can be observed in different systems. And it's very interesting, that from the classical ph","a square, an open square, a closed square, a rectangle, a parallelogram, an ellipse. And this, what we are dealing with, is the notion of a space in w","the three-dimensional structure of a space (space is, of course, three-dimensional) is something we are taught at school, or in the higher levels, so ","I know that the figure is a regular octahedron. It's got a cube inscribed in it. So, the cube has got eight vertices. I can't say whether this is a","I'm thinking of a function with the property that the derivative at a point is the difference of the function values at two points, each point a unit ","The brain is the organ of the nervous system that enables an organism to process sensory information and to control thought, movement, memory, and oth","And I'm going to eat all sorts of things. I'm going to eat anything. And then I'm going to go to a restaurant and I'm going to have some fancy foods. ","[the subject] [was] thinking about...[his] first experience with...[a particular...]. He was thinking about the first time that he had met [the person","now it's just a little bit of work, it's only a few pages, a few hundred words. The next sentence I want to say is: 'the boy sat down and said, and","I'm sure that you're thinking of how much I have been thinking of this question: what is the structure of a problem? And the answer to that is that th","and then, of course, there's a lot of thinking going on. Thinking about how I should come up with this example, and so forth, and so on. But, of cours","And I can't do it because it is so hard. And it's just too hard, the subject of it is too hard. And I have to think of it as hard, because if I","I have to do a lot of things in my life and I have to spend a lot of time and I can't have them all done at once and I have no idea how to decide on t","And, by the way, how long do you think you could last on a diet of water and food? Let me think about this. Well, you know, I think you could get into","I just think, so it's not so much a visual picture but more like the idea, like if you were writing a poem, the idea that is in your mind, and then th","what does it look like, that space-time continuum? I can't visualise it. It's a very difficult thing to visualise. So I would probably visualise it in","[talking about an ongoing experiment] I mean, so in the experiment, you're saying that if you can get a 2D image of a point on an object and then you ","The only way to measure a system's response to an input is to measure its output. What are the outputs of the mind? We've seen that the mind's output ","and it would be nice to have the same number of people that you had in 2008 for the whole 2012, so that's not a big change in population size","so, yeah, it's been a while since we've talked. And there's a lot of different ways that you can solve this. I think we've done it before, for the cas","The whole reason that we have to do these things in a particular way, because, this is the same reason that we can only do these things is because it'","[the participants] were given a series of stimuli, and were asked to say as much as possible in a minute. The stimuli were presented in a random order","I'm thinking of how I am going to structure this presentation. I think that I am going to do it in two parts. First, a brief introduction of the proje","I have a hard time when I go through the [software] requirements in the manual. I find it really hard to understand them. I have a hard time understan","[w]ell, let's see. That's a bit of the background. I'm interested in the question of whether or not we could measure the evolution of language on a ve","we're not doing it, because we think it is important to have a place in the middle of the universe to do this, and we've got the technology to do this","you can actually start to develop a vocabulary of words and sentences. And then what you can do is, you can actually say, I'm going to go to the groce","And then I have a plan to go on, and then I have to come up with the next step in the plan, and then the next step, and then ... I have to decide whic","but it is interesting to me because if you can use these tools and you can do them in a way that is more structured and you can use them in a differen","it's important to get a full sense of how our minds work. If we think that our thoughts are in any sense orderly, we must understand that we have to l","the way the human brain actually processes information and then decides on what to store is kind of a non-linear process and I think there are probabl","And it's sort of like a dream, so you have the memory of what's happening, and it's sort of a description, and the way it's described in a dream is us","I'm not really sure how you do this, so I've started to think of ways of getting data about how I think, and ways of analyzing that data. That's a goo","and there was no difference between a sentence and a word. ...because of the ambiguity, the meaning is not determined by the words themselves. It's de","And I am reminded of the last time I did something like this, I went and put together this little little thing that I found in this book, and it was a","okay. That's right. It's a little different from the one I was trying to recall, but it's related to the one I wanted to remember. And it's not just t","okay. so... what we're going to do... is we're going to look at the... the... we're going to start with the... the actual... the actual, um... what I","it's just like that. You know, like when you think about something, like when your brain starts thinking about something, your brain starts sort of fo","but, I see you are just like me. You have to know. The future is all based on the past, and we need to know about what was, what happened in the past ","I'm trying to figure out how to do this. I don't know what it is that I'm trying, and I don't really want to know, because I don't want to be directed","I'm trying to think about a random topic... I guess what I'm thinking right now is a little bit of the previous things... like how I was just thinking","it's a good idea, because you can think about it in the same way, but I was just trying to do that for the first few days, and I was thinking about it","and then, I remember when we were discussing some of the things that happened at school, and then, you know, the stuff about how we can use, you know,","and so I know that's something I've been doing, but I was also doing this at the time when I was doing that, and so I think about, like, what is it th","I'm just thinking about my own work as it relates to this. I know that there is a difference between the amount of time that it takes to get something","we have a set of problems. We have a set of constraints on the set of possible solutions. We have to create a set of criteria for evaluating the possi","we got our first baby, we're going to have a baby...and we'll have this experience of having a baby and then we have a baby and the baby is growing up","and the second thing that I see that is relevant is that there are different ways of measuring the same thing. I mean, you know, people have looked at","and the world is not a place that is designed for human beings. And the reason that I say that is because, in a sense, that is the way that the brain ","it's just very hard to come up with good examples. Because, in particular, in the case of the natural sciences, people are aware that it's a good idea","and then I think, well, I don't want to be the person who is really smart and then has to do a bunch of things and then has to be good at those things","I mean, it's the same as, it's very similar to how the computer works, in the sense that I think it's a good, I mean, a lot of people have made the","a new idea came to mind that the surface of the earth is not perfectly flat. The earth is not just a sphere, it has some bumps. ... I have never seen ","the reason, I believe, that we have a very big problem with the problem of AI, is because we are thinking about the problem of what is a human mind an","I was a child of a certain age. And there was a book that I was very fond of that had this, a set of principles that said, you know, this is the way t","what do you mean by thinking? I think the answer to that question is going to be very difficult, because thinking is not a single activity; thinking i","and that's what I'm saying. If you're a rational person, you believe that the future can be known; that's the future of the human race, and if it is t","we need to study the nature of consciousness, that is to say, of the mental process which is conscious and in that sense the mental process is a proce","the Earth was covered with water. Then, suddenly, it was not covered with water anymore and it had land. But how did this happen? It was not because s","I am interested in the way that, when I have an experience of the mind, the way that I think of it, for example, if I have a memory that I recall in a","I am listening to the music... the music is very relaxing. It is not relaxing... it is not relaxing at all. It is very relaxing, it is very relaxing i","the future, for example, is something that is in my mind, I mean the future. But if I think about the past, it is not just some memory in my mind; it ","I remember the morning of the day on which I had to take a test. And I was at the start of an exam that I didn't have any chance to pass. That is, I r","I was watching a movie with my wife and I saw this character. He had a little bit of a problem with his wife. I saw the wife come home and she said, '","so what is the question? Oh, is this just a matter of how much more attention I can give to this question? It's an attention question. Attention to wh","so the way we can measure it is by looking at how long the brain needs to integrate information, and how long it takes the brain to come up with an an","I've just come back from my walk. I've just finished my walk, I just finished my dinner. Now I'm reading about some research which I've done and I'm g","now I think I want to look for something else to do. I think I'm going to read some more about the various things I've read so far and the different k","so, my view is that it's really important that we try to have a larger number of people participate, to understand the history of the subject, and the","the whole world of science has been founded on the idea that there are scientific laws of the world that can be found through some method of deduction","so, when the researcher is sitting in a chair in front of the participant, and the researcher has a recorder in front of her, and she says, 'Well, wha","we can observe that we are not the authors of our thoughts or of our actions, and we are also not the authors of the thoughts and actions of others. T","the more I'm aware of this, the more I try to give up on this idea that this is my self, that I can be this, that I'm this, that this is a function","And I have to wonder, in a way, how much the process of thinking, the process of consciousness, the process of our thought, is itself a product of wha","the way I'm thinking about it, there's a very important point of difference between a brain and a computer. The brain is not just an information proce","and then there was this idea of a place in which no time exists and this place is in a state of maximal equilibrium. This is not a place in space, thi","I'm going to read a book. I'm going to find something that I need to understand in order to have a deeper understanding of myself, or some other perso","I wonder what the content of this thought will be. What's the content of what I'm thinking of right now? I'm thinking that I'm thinking something. So ","and the way it all looks to me is that there's a lot of this stuff that's going on and you could use it in a variety of ways. But, if you're a person ","now it occurs to me, what is it with the Chinese, that they tend to be so intelligent and so ... I think it's due to their language. Their language is","but I feel like I'm losing some of my capacity to think on the fly in the abstract. I feel like my brain is more constrained by what is on my mind, wh","I'm in a place that is so far from a laboratory setting that it feels a little like a daydreaming process, because there's no one else there, so it do","well I've been trying to think of a word for it. I've been thinking of the word 'constancy', which I think is the wrong word, because constancy is mor","I was going to say, that the feeling of 'being present' is something that, in itself, is not really a feeling, but a state of mind in which there is n","a problem I'm interested in is how we come to know about our own cognitive states. We know our own thoughts, and our own emotions, and so on, and we t","and you can say that they are two different things, but they are both based on a common pattern of structure and dynamics. In one case that structure ","now, what I'm thinking about is the fact that a lot of times, the same thought, or at least the same or similar thoughts, will occur to a person at va","but we are so much more than our brain, we are so much greater than our brain. Our brain is but a tool and a window through which we see. It is an imp","I'm at home. I'm making dinner. I have some sort of food on the counter that I can't recall at the moment, but it's in the process of being transforme","the cat's tail is a good example. The tail is not a straight line but a bent line that is not smooth and continuous. The reason is that the cat's tail","And so that's what you did in the past. And it seems like we would like to move that over into the future, and we could, if we wanted, and so we would","I don't really understand what that is. That is a pretty strange thing. I don't see why that is. I don't know how to go from this to that. I don't und","now, there's the image, what I'd like to say about it is that it is a state of mind where it is in a very real sense, what you see is the truth, which","... and this is the issue of the environment, which I think is a more general issue, and to do with the structure of space and time. And that's what I","the other thing that I noticed today is the fact that this morning I was a bit disoriented. I was thinking about the fact that I am a little bit disor","I am a child, I have this body, I have to feed myself, I have a home to live in, I have responsibilities, I have relationships with others, I have dut","I have just come in from a walk with a friend. We walked along the canal, and it was very warm today, so I wore just a T-shirt and shorts. There was a","a big difference in the way that you perceive reality. You know, you don't perceive reality as it is. Reality is always changing and is in motion. And","it's like a big space...I am in this space. And this space is infinite. That is a place in my body in the physical body where I can have the impressio","[the] ability to do some thinking without making a choice about whether or not to do it. To think about what you want to do or what you want it to be.","and, I suppose, you know that, from your experience of, you know, having people come up to you and saying, hey, what are you going to do after the exp","this is my third thought, and this is my fourth, and this was the thought that came after that. This is a thought that was triggered by the first, and","but there are a few more things I was thinking about, but I was trying to put them into words. And I didn't have a lot of success. In fact, I may not ","and I think, and I think it's a very interesting question how much of our perception of the world is the result of our memory, how much is the result ","the same thing, that is what happens is, and that is the main problem in the case of the human beings. But you have a certain degree of awareness that","the idea of a random walk is interesting. Imagine a random walk in a high dimensional space. Imagine a sphere in a high-dimensional space, and conside","it's all the way around the circle, is it? All the way around. The world is a circle and this is what you see. You see the earth, you see the sun, and","my mouth is dry, it's so dry, it hurts, it's dry, dry, dry. And it's not just my mouth. It's everywhere, the dryness is everywhere. And","it's a real pain in the back of the neck that has been going on for many years now. It's actually a real pain, and it's not going to go away. It's goi","I don't know. Well, I mean I'm a pretty good engineer, but I don't feel very smart. I don't think I'm that smart. And I don't think that I","and I guess the first one, and I'm not sure this is an entirely clear example. We'll get more examples as we go. The first one would be: if I want to ","I think my thinking is kind of like this, there are lots of little streams that are flowing around my brain. Sometimes some of them are converging, so","the fact that if you have a large, very large amount of data in the brain, it is likely to be disorganized. That is one of the things that's going on ","and we could always put the results in a database so that when you want to get the result of something you can always go back to the database and say ","... I have just seen my father in the park. I am at the computer and I'm typing out a paper. I see my father in a park and then I hear the news from t","the thought is about what I'm doing now. The thought is about the present. And it's a very vivid thought. It's a vivid thought in that sense. It is a ","it is a strange thing that people, in the context of a discussion, even a discussion, or even a lecture, are so interested in other things. They're th","And I was saying, the way that you're using it is, you're using the term in a way that I feel is kind of inaccurate, and that it may lead to the concl","now we're getting into some of the problems that you might have with this. The other thing that's interesting is if you look at the way that people ta","yeah, there's this question. You know, is the concept of the body a fundamental feature of consciousness? That's sort of the question that we were tal","I was wondering what would happen if I changed this equation? (referring to the equation of the first question) and I thought that might be a little b","the rest of the day, the rest of the week, and so on, and then I can think about, I can imagine that I'm the one that's driving, and so then I can","And if you had a computer in your brain, then it would have to be a lot faster than a human computer. A lot more powerful. And if you were a human bra","I think that one of the major reasons for the rapid development of computers is because of the fact that they are built out of these fundamental block","and so I can use this data to train a statistical model that will be able to predict the outcome of a quantum experiment. And so if you've got a certa","it's actually interesting that this is what a model of the mind might do in a sort of primitive sense. And we don't see that in humans. And that's act","if you want to compute the standard error of the mean, it's the standard deviation divided by the square root of the number of samples. And you can lo","a way to organize it [the material], a way to represent it [the data]. You're going to need to figure out how to represent that data in a way that you","the square root of three is a real number, a number which has the property that its square equals 3. The square root of 3 is an irrational number. It ","I'm going to take the mean of the two numbers, 18 and 22, which is 20. I think that's the right approach. And the two numbers that I","I'm thinking of the time we saw the first Muppets. And what I'm thinking about now is how the computer is a metaphor for the mind. You know, that ther","and in this way it's actually possible to try and imagine something that is not possible in terms of what you can actually perceive. And I think that'","I'm having a difficult time today because of the weather. I can't drive, and I have to fly, and so I'm very stressed out. I'm going to try to be at le","the big one is how do I get rid of this kind of background noise, these people who have to be paid for in some kind of way to work. And we know there'","and, you know, there are a number of different kinds of questions you can ask. So, if you have a particular question you're interested in, then, you k","well, you know, I think the reason that people who are older are better able to do this, is, I mean, I think it's, is that they've had more life exper","I guess you're looking for things that might be in the vicinity. I think I'd do this first, because I think it's a lot more difficult to do it with th","and it's like an assumption that the world is this way. We can have some ideas, for example, about the world being a certain way, or things being cert","the fact that this is not a very good experiment. The fact that I don't really know what I'm doing in this experiment, because I'm not sure that there","yeah I could do that, but there's a lot of stuff that has to happen before I do anything, right? ... the problem is I'm not going to have a very good ","I think that I have an idea for a way to get more data about the effects of our various approaches. I'm trying to think about this in terms of a black","I have two pieces of data, 3.2 and 4.2. I am wondering why 3.2 + 4.2 = 7.4. My brain is telling","there's an argument about whether or not you can say that there is an essential meaning to the language... you know... the language of a person... and","it was the kind of thing that is hard to talk about because it is not so simple. I suppose, if you were to take the idea that there is no such thing a","a lot of times I feel that I have a lot of different thoughts going on in my mind at the same time. Some of them are sort of conflicting, but I can al","and the other problem I have is with the 4.8. So what is the 4.6 and what is the 8? So the 4 is the same thing as 4","what I want to know is why are we here. I think it has something to do with what we have done in the past, right. So, I am assuming that it's to do wi","I'm not really interested in any of the other parts. What I want to find is an answer to the question 'Is a coherent thought a continuous thought?' an","I see a little of what I know. I see a little. It's very difficult to go through the whole process in a formal way, because I think that the mind tend","And then I was in a cave and there was a rock with some writing on it that I found by accident. And there was a symbol in a language that was foreign ","if you know how to measure the thought, then it is not the thought that you are measuring, but the method. If you know how you measure the thought (as","and this was a very strong memory for me, it came out very quickly. But I did not remember it immediately. When I had finished this task, I thought ab","Now I know that I have been able to understand this as well as I know I have not understood this, and that is true, I know that there are many things ","and we would see that this is a valid system in which we could define our own notion of the meaning of life, a notion which is, in essence, our own, a","so that's my first answer. It was based on an analysis of the problem, the understanding of what the problem is. But I realize now that there's a seco","the simplest case I know about, is if you have a line, and you put a constraint on it, you will get a solution. That's the simplest case of a constrai","and I'm going to go out and look at the world, and I'm really going to look at the objects. So I'll pick up a book. It's got a front and a back","and then it occurred to me that there are certain kinds of things that can be considered a subset of a set of other things. And one of these subsets c","and here I am. What does this mean, exactly? How does it mean this? What is it like to be this thing that is this? I mean, what does it mean to be thi","I wonder whether it is true that the more I can imagine things, the better I know them. For instance, I know my own name. If I know it, then I can ima","now I'm thinking about how my thoughts are always trying to explain something, whether it's a piece of music, a scene, something I see, a word, a sent","you're thinking about your thoughts. And you're trying to think of an example of an example. And you have to think of something to which you can apply","I think if I had to sum up the state of the art in a very short paragraph, it would be that a large number of studies have been conducted using the sa","I think I've been thinking about this a lot in the last few days. ... I know that I'm interested in this sort of thing, but what I'm trying to do is t","I was thinking about the other day I was working on something, and I got a phone call that said, 'We got a call from a client that we're having troubl","but you know I would say the things that are the most likely to cause trouble, that's probably the reason I would like to do it. So I guess you could ","what I don't like about this is that in many of these situations you don't know exactly what is the right thing to do. ... I was going to say that som","The first two sessions were both about thinking. You thought about thinking about thinking. They were about what it is that we do with our minds, and ","I was thinking about the first thing that happened to me when I was a young person, when I was in school. It was a little girl, she had her hair in pi","I have a theory of why the brain sometimes loses a piece of information or memory. I call this the theory of information loss as information gain. Tha","and when I think of something that's important, I try to make a note of that thing. So I write it down on the paper. And the paper's important to me. ","The difference between the two is that one is a set of logical, well-defined, rules that lead to an answer. The other is not so well defined. I think ","I think it is more reasonable to assume that the mind works in some sort of fuzzy, probabilistic way. I would not say that it is a set of rules, nor w","there's some data here about how a person who has been diagnosed with a mental disorder is likely to respond to psychotherapy. For example, someone wh","but the way we have to deal with it is, we have to find some way that we can do that. And we can't do it the way we would think that we can, because t","a kind of 'computer program' in my brain that generates the thoughts that come into my mind. As a result, my thoughts come out as a program, or as a p","[I]n my mind I would like to be in a world where everybody's life is equal, that is, where there are no social or economic or racial or gender inequal","and when I go to bed I close my eyes, and I try to make sense of that, and I usually try to make meaning out of my dreams, but I always fail. I think ","but if we are going to use them as a basis, then there's nothing that's going to prevent them from becoming part of the collective unconscious. I gues","and the reason I think that I like this method better is that in a traditional way we do a lot of stuff, and sometimes the stuff that is done is quite","now we've got to see how to apply that and where the problems lie, and what would be the best way to approach this. I think there are various approach","and it's also a part of that thing that, when it comes to me, I really have no idea what's going on. That's sort of a sort of the opposite problem. An","it's been a good night so far, I'm relaxed, it's all going well. So, let's say you've got two children, you know, the younger ones and the older ones","the issue is whether the data we collect is good or not, and we need to be able to show that it's good and that it's reliable and that it gives us res","this is what I'm thinking of: if I were to play chess as a game against another human being, and the game ends in a draw, then I don't have any real e","I'm sure that you have heard of this 'think-aloud' thing. That is, you are supposed to say out loud what you think. Now, that seems pretty obvious to ","And that's not a good thing if you're talking about the general public. If you're talking about, say, a group of people who are all very similar on on","And now I have another image. I can imagine that we have a standard test of, say, some aspect of intelligence that measures something we could call, s","so it's got to do with that in some way, the problem with the question of, you know, what is the best way to do this, but also the question of what's ","what is the thing we're trying to do with this stuff? Well, it seems to me the thing we're doing is trying to understand what's going on in people's h","I'd like to talk about some of my personal goals. For example, I'd like to be better able to manage my time. I've been trying to manage my personal ti","I don't think this is a very good way of doing things. There are two reasons for this. First, it makes it difficult to remember things. For example, w","it's like if I had a picture of my car in my mind and I wanted to see if it looked exactly the same or not. I would check it against the picture I had","so we get the problem of being able to say yes, no, or don’t know and that is hard because the thing that you say to someone is the thing that your br","I have an interesting experience with regard to this, which is that you can do this very much better than you can do it for others. It's not that othe","I was just thinking about a game, where you get a certain number of points by getting certain numbers of successes. In some situations, you need to ge","and that's how we've been going, this year, with a couple of more projects and some small changes. It's been a good year, as the things that I want to","I guess I can't help but see that the idea of a one-day course as a means of bringing in money for the school is kind of short-sighted. And it's not q","It’s all just one long project of building things up. As the first thing we do we have a base, and then we build things on that, and then the first th","and so you do it in terms of a small, manageable part, like a small step and so forth, so you get the experience of actually doing something, and you ","the same people, I think, are still going to have to learn about the new stuff. I think I will have to try to get a better understanding of the new st","And that, to me, is a very interesting observation. That there's a point where, if you have an idea, it's not clear at all what the idea is, or you're","there's something else. You know, the things we think, and we have some of these thoughts, we might have some thoughts that we think are true, or some","[I]t's just, it's just the most mundane, everyday sort of things that I'm thinking about and things that I see. Like I'm in my office and I'm talking ","there are also some things that are harder to change. That is the way it is and it is just the way it is, so you've got to deal with it and get the mo","and so I'm just sitting here with this, this, this... I'm trying to make sense of it. I'm trying to understand it. I'd like to say, you know, it","I can see that the graph is going to look like a straight line, and it will cross the axis at 4.00, and then, if I add more people, it's going","it's like this. This is a big tree. There are branches, and the branches have smaller branches, and if you look at one branch it's got smaller branche","and it was really interesting, because as I was saying that, I was thinking, and then I started to look at the other ones and there was a couple of th","and I'm trying to think what it was that I wrote before. It was this: when we're trying to compare something, we want to say how many times as long it","the other one. They have the same probability of being selected, and they're being selected independently of each other, so you can sort of just multi","The one thing I think is that a good way to study something would be to make a computer that takes a picture of the screen every, like, half second, a","[it was] a list of some of the things I did over the last year. But it was a list of all the things I wanted to do and all the things that I did do,","I can't do that. I need to take more time. I need a day or two to think about it. I have to give the information a chance to sink in. I have a lot","I'm not sure about this. I should be able to figure it out with a little algebra. So, I think it should be 12 times 7000 equals 84","the number 5 ...is 1 more than the number 4. And 1 more ... is 2 more than 2 ... So the number 5 is 2 more than the number","and there are 32463. Now, we can make that 20000 0.324 times 20,000, and we get","and that's how I get the 46. Now, that was 10. Okay, the 57 was 1. And that was a 40. So we have","yeah and then he goes into his class, he goes, 'Hey, so you guys know that we have 10,000 students here and 2000 classes?' And","the first one I did was one of these three problems: 75 is 1/4 of a number, what is the number? The number 6 is 3/4 of what","and then we could make it bigger and bigger and bigger. It's going to be a really big number, 96. And the next one is 9696. This one is","and there are 12 months in a year and each month has 30 days, so 12 times 30 is 360. But a year isn't really","and I'm wondering about all these digits and what they could mean. For example, the 5 digit could mean there is a 50 percent chance it will snow tonig","yeah... the only thing I think I should have been more careful of... you know... maybe I should have taken a different approach to the first question.","I am a father. I have two sons. I have a wife who is 20 years younger than me. The total age of my family is 260 years. I have another","we should have to do this over and over again. It's not a one-time thing. But the next thing I thought of was the formula that was used to solve the e","Now let's see... (pause)... well, if we say that this is the beginning and this is the end of our data set, then we want to calculate a line that has ","well, the 56th. 0. 56 19. 2 5. 0 0. The 56 is 0.00.","oh, okay. so, there are two parts to this one. You have to write it so that the first sentence is in the form of a question, and the second sentence h","if we had two numbers, and we wanted to compare them, you have to take the smaller one away, and then the quotient is the answer. So if I want to divi","you are at a party and you are there and you are trying to think about which way to go, which way to walk through a room, and you are thinking about w","there are five students. 1 is 30 years old and has two children. 2 is 27 years old and is in a relationship. 3 is 24 years old","I'm on vacation. It's like two years ago. It's an island. It's in the South Pacific. I'm going on vacation. We're going on vacation to Tahiti. We","I could eat an entire pizza without gaining any weight, because I eat it with a spoon, and I don't have a stomach. I don't eat pizza. I eat it without","that's a good point. Okay, so I'll take the money and give it to the two people. That leaves me with $3850. I'll have to divide that between five","and you're all on the ground, so you're all just on the ground... and it's... and it doesn't have any color... it's not... it's a little bit greenish","one third is the one that is the largest part of the total. So the total would be one half times two thirds and the total is one and a half, so one th","a circle. OK, let's say that is one unit. Then I can draw a second one, which is a square. ... that is one square. ... two squares. OK, a square","and this is a rectangle. And this is a square. And this is the square. And the square of this is the rectangle of this. And this rectangle, and this s","this is a table. I'm trying to see what it looks like from the top down. The table is this tall. It's a little bit higher than a meter. And it's 1","and then you get a certain number, 16, and then you add one, which is 17. So it's 16 and 17, and then if you add","it's very difficult for me to know where to start. It's like, what was it, I think it was the other day that I was talking about the two girls that I ","I don't know, I just don't know. I'm trying to think of what it would be, and I don't know how to do it. Oh, I want to do something with","the blue cube is made up of blue cells, the red cube is made of red cells. So I think there are three cubes, each of them has a number of cells, 2,","I have a circle of 20 elements and I'm going to put a number inside of each element. I'm going to pick 16 numbers out of 36. What's the","and so I've got to multiply it by 4/5, and it's equal to 1 and 1/5. And so then I just go up here and I just type that","two is twice one. That's four, two and two is four. Three and three is six. Three and one and one is three. Four and one and two is seven. Three and t","the number 17171 and 17999 and 18000 and 19999. You have 72 minutes left. I think","I have the right to 1890. 2218014. And then 4, 6, 8, 10. I see. I have","I'll use 10, and the 3.09 is the same as the 32.09, but 0.09 of the 10.00","I would be interested in a number of random thoughts as a function of time, or how many different random thoughts there are as a function of the time.","and there's another thing I was thinking about, I don't know if this is important, but if you have an equation like 2 + 2x + 2 + y and you want","but I just wanted to say that 3 is not less than 6, is it? But if I subtract 6 from 3, I get a negative number, which is a negative number","a series of four operations: 32, 16, 8, 4, 2, 8. The result of this operation is 52, which is less than","I have a problem. It's a problem of the number of possible permutations of N. This is what I'm thinking of. So I'm thinking about what the probability","the area of the moon that is closest to the earth is the closest to the sun and the area that is farthest away from the earth is farthest from the sun","and this is what's happening right here, so what's happening is that the answer to the previous question, how long will it take for the rocket to come","and a 10% chance of losing 1000. The expected value of the bet is (100 x 0.10) - (10,00","and I wonder what is the maximum number of points of intersection of a circle and a parabola? Well, it can't be more than 4. You know that a circle is","I was thinking that it would be the same as the first part, except that the middle of each interval would be shifted to the center. It's a very compli","I'll see this: 3 - 2 = 1, and 1 + 1 = 2, and 2 * 2 = 4, and 4 * 4","what's the sum of the first 1000 positive integers, 1, 2, 3, ... 1000? (0) (1) (2)","the (0.0064) -1.8 -2.91 is 1.39. So that's the inverse tangent. The inverse tangent of (0.0","60000... 1/600,000, 1000 x 10^-12 ... 1,00,10,","194 195 196 197 198 199 200 201 202 203","and it would be 20.000 130000. So there are 2000 words in it. ... 13% 18%","the value of the tangent to the curve (x, x2) at x = 1, is (1, 2), which is 100% of the length of the tangent","and then I think there's a second way to look at the problem and I think it is more appropriate. Let's suppose we're looking at a 60-degree angle and ","yeah. A bit of a mess there. So, let me try to make this a bit more elegant. In fact, let's make it even more elegant. Let's just try to reduce the","uh, I've got uh, 5, 3, 4, 1, 7, 2, 6 and uh, I'll tell you, I don't, I","I am thinking of a problem with a lot of variables. This problem will require a lot of steps. I need to use an iterative solver with a lot of constrai","and the other one was an older guy and he said he had 62.944, and he also said the one in front of him said he had. 12,4","that's where I want to start. So you have this big, flat circle in the middle, with a radius of R. That's my original circle. I'm going to pick points","and I've got this formula for a way of determining the speed of light, which is not the same as the speed of the wave of light, the speed of a wave of","so now we are going to go up, we are going up in this spiral. We are going up, we're going up in the spiral, and we are going down in the spiral. We","is a continuous curve, a function of all the variables, is a continuous function of all variables, I mean that as a function of the position and time.","but you see, you know, it's the same thing, that if you take something like the Fibonacci numbers, the sequence of Fibonacci numbers. You know that on","11, 110, 1011, that's 11 and 1111, that is 15, 16, 17,","1445, 1450, 1446. I'll go up to the next one. It's the next one above, 1492.","the image of a person (I do not know which) as a vector. I am going to try to imagine the vector. I'm going to have to look at it. I am now imagining","OK, and that means that when I add these up, I have to divide by the total. And since I have two terms, that means that the answer is equal to the fir","(03:00) I'm going to take a new variable into the mix. It's not really a new variable, it's just a transformation of an old variable. (03","and then I say to myself, OK, I need to get the name of my dad out of this, because there was a name here but it was not the one I had in my mind.","a series of circles. Like a Venn diagram, the circles are drawn to the right of the numbers, with a different color for each circle. The circles have ","I see a curve, a curve of a different color. So the red curve is a curve and the green curve is a line. The green curve is not the same as the red cur","I've got to try to find a way to add this together in my mind and do it. And then I'll multiply it by the number of letters in my name, which is three","one hundred and three times I have looked at the numbers and the result of the addition of the numbers was 210. But what I don't know, I am trying to ","Now, we're going to play a game, a game of memory. We're going to say, I think of the numbers one through six, and I'm going to start by saying one.","3.60 seconds in the air. A: 56.38 seconds to reach the ground. B: 55.41 seconds to reach ground. ... 7","And if we can take the power of 20,000 Watts times 2, we get 40,000 W. We can divide 156 by","the 23rd of October, 1991, is the first day of the year on which the first digit is a 1. It's not just that; it's a","the fact is that I would expect to find this sequence of 37 primes to be about a million times more frequent than that of 50 primes. What I do is that","1 + 1 = 2. Yes. 1 + ... 1 = ? 2. 1 ... + 1 ... = 2 ... 1 + x ... =","my left hand is smaller than my right hand, and my left arm is smaller than the right arm... and my left forearm is shorter than the right forearm, an","there are 100,000, 10,000 ... 1,000 1, 12.5, 0.625","uh, 2748, 1250, 23125, 2550, oh, oh, 20147, 2","I want to try to do a graph. I am looking at the graph of the sequence, and I have two graphs. One of them is the graph of (n+2)^(1/n","and in fact it is going to take a while. 1.8 minutes for 1000 steps. So at a rate of 10 steps per second, I would take","I've been thinking about the way the computer has been running this past week. It's been running at a speed of 4.5 hertz for the past two weeks. There","the last thing we had on the list was 'reduced by 40', so now we need to go down to 60. That means that we have to go down 80","I think it's a little bit like this... the difference between a coin toss and a roulette spin is... if you want to play it by a coin toss... you can s","and it's just 50%, which is just half the original area. So it's 25 square meters, then. And we need to multiply that by 2. So it's","and this is an expression of the first and second derivative, of a parabola. In this case, the x's are the first derivative and the y's are the second","if you were to add one to every one of these, you'd get the following sequence of numbers: 2, 3, 5, 6, 8, 10,","if you get a piece of string and a nail and make a knot in the string, and then make a loop around the nail with the string, you can have the string h","a little bit. I can do it again. I have this little bit of information. I have a little bit of this information. I am trying to get all of it. And I h","[there] are a couple of things going on in here [brain] ... that you'd like to call a 'wave' ... what about 'ripple' ... like the ripple going through","And the second one was, when you subtract that, and you get 1020. And you subtract the first one from the second, and you can figure out how much you ","I was thinking about a poem I once read. I think it's by Carl Sagan, although I'm not sure. But it goes something like this: 'A billion here, a billio","482867099680, 8716597466370981899624367","and I had to multiply 36 times 5, and then I did 3 times 5 and that's 15, 6 times 6 is 36, then I","and then you know it's the next two years, and then it's 10 times two years, which is 20 years. And that's the total amount of time you would have","and I said: 'Well, what's the probability of 1296?' Well, it's 1/1297, so I said, 'What is the probability of","334:0.45 We have decided to call this study the 'think-aloud study of spontaneous thought'. It will be based on the hypothesis that if a person's cons","And that's the last one, and I'm going to check my answers by looking at the first one. And that's a lot better, because I've got the last one in ther","the color of the sky is very interesting because it's yellow-green in the middle and then the blue goes on both sides of it. The blue and yellow are i"],["this is a big project, I think. I don't know what it is yet, but it's a big one, I guess, if it's going to work. This is like a long","I don't want to get rid of my son. And I want to love him, but I don't want him to be a big baby. I want him to go away. I want to","and the next thing that comes up is the idea of doing some kind of research in my lab. So, I was thinking about doing some kind of experiment in my la","so, it was like this, and then it was like that, but it was the same thing...the thing is...it is not so simple to...explain, but the thing is that it","And then he said, 'I can't stand that.' I'm not sure if I said that before, but he said, well, he said, and then he said that, 'I'm","so that's why I always thought that what people mean is that you can't be in two places at once, that you can only have one thought at once. So I was ","and I think about that as it was. What does it feel like to be on that train, and then it gets on the plane, and then they bring out the sandwiches, a","I'm thinking I should have made a list of the things I was going to write. But I didn't make a list. So now I'm trying to do it all in my head, but","my thoughts are like a computer screen that is always on and my thoughts are just like a slide show of different things coming up in order. They don't","and I'm in the car with a girl in the back seat, we're driving down the road and it's kind of dark and it's not a long drive, I don't think, it","The idea of using a database of people's memories to see how their memories change. What if I could say, 'show me all the times I'm at the hospital. S","and then there was the point where the man, he is doing something and the man is doing this and this and then this thing happens and the man makes a d","and this one, for example, I got a little confused in the way that the memory is supposed to work for me. I have a problem with it, because it's not s","a good rule of thumb is that you get the best performance with a full, open, and engaged brain, but that if you have a lot of information, it's a good","The thought that I didn't really have anything to say to him, the thought that I've already given him this report, I've already done this project and ","I can see my way through this, I'm done with this, I've made a good effort. I'll think about this and figure out how to complete it, it's going to tak","The thing is, that you don't actually have to be in the room for the experiment. And that's not an excuse to not do it. It's just, if you're going to ","my mind just went to the first problem that we discussed about in class today, which is the one about the man, the woman, and the dog. So I'm going to","there is this really interesting property of the exponential function that I can't explain. It's that e^x = 1/(1-x). I'm going to try to make a geomet","that's one thing I'm not going to do in the future, that's one way I'm going to cut down my working memory by 30%, so that's one step I'm going","And you have the answer. And the answer is, I think, that a good part of what we're trying to do with the technology and the infrastructure is to incr","we had a 125 megapixel sensor. There are people who are making 640 megapixel sensors. I don't think that they are going to come up with something bett","the number 7... you have 270... what's 27% of 27... well, that's not too hard. I'm sure that's something that would be","so a is less than 1 and b is greater than 1, and x is greater than or equal to 1, but I want a solution that has an x less than or equal to","the triangle. It has a base and a height. And if we had an area of the triangle, then we can put it over the base, and if we were to solve this for th","I have a hunch this might have been a real person, and it has all the same properties that were in the paper, right? But I'm not sure. I don't know ho","a person walks away from a situation, a person walks away from something, and what they're doing, they're walking away from something. So that's a fir","my friend was saying that the 'zeroth law of thermodynamics' is a meaningless statement, and that 'temperature' is meaningless, and 'heat' is meaningl","but I'm not sure how this will come out. What's a good way to begin? Maybe this: 'We are all a part of one whole. We are all composed of the same basi","I am writing this as we are making some changes in the room and the camera is pointed at the participant's face. The participant's eyes are closed. Th","and I had a dream where I was talking to my mother, and I was trying to get her to answer my questions, but she was just not there. I had to sort of t","I think that this is a pretty big number. But I could be wrong. And I think that there are some of the cases that I've looked at and it's possible tha","it's like a circuit. It's like a circular flow of energy from the outside to the inside of the brain. You have to take a lot of energy from your memor","now let's see, let's take the word, and now let's look at the first letter of that word, and then let's see if it's a consonant or not. Well,","I think that it would be nice to do an experiment with that idea, to see what's happening, and to see how the process is going. Because then we might ","the reason why this is happening is because you're not using all your available capacity. So if you use all of your capacity, the computer has to do t","the fact that you know that I've been talking about a function that's called a linear function. And linear function means that the input is scaled, ri","the only reason why we have to have a standard basis of unit vectors is because we're using an orthonormal basis, so that we could express any vector,","and it's got the same number of rows as there are rows in the base data. And it's got the same width as the base data, so that's going to be true of t","and that's where we had some problems when we were doing that, when we were trying to take the data in order to fit in a model, is that we were trying","And this is a case of an antonym, but it's a kind of an antonym in this sense that the two parts are different but the whole is the same. So what woul","okay. That's a nice image, the first one I've done. And I'll do a couple more, and I can probably do a couple of more. So I've got one more left","And then it would be [30] seconds of data per second. And I know that we're gonna end up having the data to be just a little bit more than [100]","okay so what i'm going to do is go back to my last sentence. So i have the current set of events and then there's the past set of events. And then we'","2 and the reason why I don't believe that was true is because I remember I remember having a discussion about that a little while ago and you were you","and then the car is coming and we're trying to find the best place to go and it's kind of like I said before. I've seen before when the car comes, we'","and I'm writing something here, and I have the other two. Oh, the first one, I'll have the first one here and I can figure it out. So let me go back a","and it's a circle of squares. And I was thinking, well, is this the case? Is there such a thing as a circle of numbers? ... [I]n that case, it","I mean that is kind of a nice problem to solve. I don't have a lot of time so I'll try to do that. Okay. Now how many ways are there to get from point","a series of numbers: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10. I think there's","I need to read through my list of things. This is the list I have to get done, and I need to get these done before I go back to the library. And I'm g","the blue line is the bottom of the window, and the orange line is the top. ... the blue line was 170. ... The orange line is 180. ... I","Oh, and that's the first, the first is that in my head the way the order of the sequence of the numbers is very important, it's like this: 4 8 3","I'm thinking of the two rules of probability theory that I've been trying to remember. Oh, no, that's the other one, the third. Oh, the one about the ","and we're all the same, so what would be a 500th? The number 501 would be a '301' and a '601' would","the following are the digits: 0 0 6 6 7 5 4 5 6 1 7 6 5 5 3 8 8","if I knew how to get the right answer I would know how to get any answer. And I think I can get any answer and just take the one I want. And I can do ","and it's kind of funny, because I was talking to my friend, and we're sitting there and she's looking at a book, and she says, 'I got to do this,' and","oh yes, I remember what that was. And also, if I take this value here, the x value here, so this value here is 2.4 and y is 3, so","I'm thinking about the person I'm sitting with. I can see his name on the top. He's the same size as the one I sat with last week. He's 1.7","and the 1st one's 40 degrees, the 2nd one's 60 degrees. So that's 64. And the 3rd one's 28","The first line of a poem I've been working on for the past hour. I'll see if I can remember it. Let me think about the first line. OK, let's see. Firs","now I'm going to read this, it's just a few pages... I guess the rest of the book is in the same style, or the same order. Let's see, I'll use","a 1/3 chance that 5.265406024 is a good approximation for pi. The probability that it is, given the normal distribution of pi, is","And it was the same as before. ... it's a bit like this one. ... I've got a couple of more bits here that are a bit different, but then I think it's a","5 is the fifth number, the fifth thing, the fifth letter of the alphabet, the fifth color in the spectrum, the fifth day of the week, the fifth elemen","I'm looking at the sky here... It's really a cool image. I wonder what it is. The sky is always there, right? And the sun is always there... The moon ","I don't understand why I'm not doing this... because, oh, that's my plan to do it, but why... why don't I do it? ... it's because the first one","I know what I'm going to do. I'm going to... [the participant is making plans about how to set up a particular sort of matrix] ... and now I'm going..","what does the 2 come from? is this a special case of 3+4=7? 12 + 23 = 35; 123 + 2","Now I want to see how many times we have to make a trip to get all the numbers we need. If we multiply by 2, the number of trips is the same as the nu","and there are 16 people, and so 625 of 16 is 39.0625, and 39 divided by 16.06","And I think that they could be anything from one to nine, and we could be looking at any of those digits, and you'd just add one or subtract one, or m","and then he says 'You know that if you say 24 hours, you don't get a million dollars, you get nothing, and if you say one hour, you get one million,","yeah and uh then a year later I uh I I go to college and I go to uh you know school and I got the same math grade as I had in eighth grade uh but it w","the question is if we can tell what's happening to the computer inside your head, which we're not supposed to do... and what if you do it by trying to","that's, I don't know, it's not like I have any idea how to do it. And the problem is that I have to have, like, three or four of these, and","and what happens to the image is that it's always changing in some way and we can see that in this, in this image here. It's here, and then it gets a ","a moment to reflect, a moment to think about my thinking... now I'm going to think about what I just did: that was thinking, or did I not think that? ","there are five of them ... three on one side, two on the other. I have a sequence of numbers from 1 to 50. I know it has 50 terms,","and the number is 20, but we know that the number of the squares is 6, so 6 squares of 20 is the number of squares. The number of the rectangles","and then it becomes clear that if the velocity of light is finite, it has a certain value, and that it is constant for all inertial observers... well,","you know, the 45th percentile, and I've got a formula for that, too. That's going to be the median. So I can take that and square it and that's","3805689818947 3400165593515 22182573498","and then there's another question. What about the question: Why is it that I'm on this test and I'm not on that test? Then we take the product of 1.66","the same, the same, the exact same, the exactly same, the, uh, uh, exactly same thing. The same thing that was the same thing. Uh, that was the exact ","134.121596 = 6.3781E+006... 128.604803 = 3.","and there's this little bit of the theory that says that 1/20th of the people on this earth have the same genetic makeup and they're the people who ar","1000 999 998 997 996 995 994 993 992 99","the day we have the next one... uh... uh... we have to do it on Tuesday. There's a... uh, there's a 2.5% chance of rain. There's","and that's a thing I learned in school. I have some more on that one. Okay. Okay, so we've got a cube with n on each edge and I've got n^2","that would be the answer to that, I would say that that would be one, and I would be wrong, because that's the worst case scenario. ... what would the","I remember the day that my father died. He died in 1971. My father died of heart failure. He was a diabetic, a 41-year-old man. ... I","and so when we add 6% to the interest rate, the effective rate would be 5.1196361% and when we add 10% we would get","and that's why it's so hard for me to go on a diet because I always know that I'm going to come out of the diet. Because I know that I have the means ","if the guy says, 'I have a right to $1000 in profit.' I have the right to the $1000 minus the taxes, and I have the rights to","I think the problem is that the one thing I really have that you don't have is a lot more experience in a variety of subjects, which is what's giving ","now I'm trying to think about the size of this thing. I have a small and a large cup. I think the smaller one is 6.7 ounces. The larger one is 1","and then they go to the other side of the house, and there's a bunch of kids and they're just having fun with those kids and they have fun with those.","I'm just thinking that when I was in school and I was going to the library and I used to use these index cards, like a database to find a particular b","what I think it is, I think, well, that is a pretty good number. I'm not sure how we'd find out which number to use, but I guess, if you had,","I am doing well. I am not getting sick. I think that is a good thing. It's also important for me to be well in my own body and in my own health so I h","yeah, it's a problem. ... And then, if you can't really tell, but it's a big problem. ... So, what you need is to do, is to do that,","um yeah I think this is how you find the volume of a cylinder and it's Pi r squared h and you have to divide by three you have to put in pi for this t","and I'm gonna be like you, I'm gonna have my own personal computer, you know, and I'm going to, and I'm just going to, I mean, I'm just gonna","I see two lines on the paper, and they're not equal. They're not equal... [the lines are the same]... they're not... they're almost the same. ... The ","and so that's how much you get for every question you do. Right? So if you're doing a question that is going to take three minutes to do, you're going","so what do you think, that the probability that, that this is this is correct, right. I mean, we're just going to have to, I mean, what I would say is","30% of the time I don't do the 1% that I want to do. That's what we're trying to measure. That's not the goal of this. But yeah","And this is the point of my argument. The point of my argument is that. So. So that is what we want to do. And this is the right answer to that questi","it's not like we're just adding the numbers, and then we're just going to say we have 50,000, but we're going to do the calculation, and then","I don't remember, I mean I'm trying to think of it. Oh yeah I think I have a similar. Yeah I think I do. No, I'm thinking about that. Oh,","I'm thinking about my lunch at my office. I'm thinking about... I'm thinking that I'm thinking. I'm trying to... I'm trying to figure out... I'm figur","so it's like the idea of a game, let's say we're playing a game like chess, and we have some strategy, and we are going to use a computer to look at t","I've been thinking about... and I've been thinking, actually, I've been doing this for years... but I've been working on a project, a project where I'","I guess it's something to do with what kind of information the brain stores, because the brain will store things differently depending on the amount o","the 19th term of an arithmetic progression is 161 and the 11th term is 73, determine the sum of the first 50 terms of the progression","what do we have? Well, I have this set of numbers here. There is one here, and one here, so that is one two three, and then there is two and one, so","I am on a ship, I am on the ship. I am on the bridge, on the bridge of a ship, of a ship. I'm on the bridge and I am trying to move","I think of this as the 100th anniversary of the 1918 flu pandemic. I know this because I was born the year after. It's an odd way to think","so we can be more likely to choose an element which has a high prior probability of being the one which contains the correct answer. What's the chance","I was trying to decide whether to accept the invitation to go to the next meeting, and whether to accept it because it's a good thing that they're goi","this is an exercise that can be done either at a desk or at a table. So I'm just going to walk around here, so that's a different environment than you","the sun is going to rise tomorrow. There are 24 hours in a day. So in a year there are 22 hours and 48 minutes. Well that's not right because","the top of the first is 200. So the bottom is 100 and the top of 1 is 1. The bottom of the second is 1 and the top","I see 253, 140, 97, 40, so that's 480. And now I will use 120, 8","I've always wanted to do a lot of stuff. And I can do them all, right? And I can probably do them all. So if I just take the time, I can do a","the distance from A to B is 5000 miles. How long is it from C to D if it is twice as long? The distance from B to C is 1/1","a large part of what I write is the result of a long thought process. The thought process is a product of my own thinking, but it can also be the resu","I can't do it. I've been doing this for a couple of hours, and I can't seem to find any answers that are consistent with the evidence, so I'm going to","the difference between two and five and two times four. Well, that's one and a half times four or four and four. Okay, four, 2+5. Okay, so I got","this is what we have so far. The original problem was that there was a large number of parameters that were relevant for the design of the experiment,","I wonder what it would take to put two men on the Moon... and the answer, it turns out, is not very much. In 1970, the Apollo Program had been complet","10000! 20000. 5000 is about 3000, 10 is about two, and two is about 4","and the other guy can do that, he's a little bit faster, but he's doing more or less the same number of things, so I'm still faster in that respect, a","I'm sure the big thing is just that, but the other one is that it's only 6420, and the third one is that the big one is 45% of","so now I have 175102 and 179820... and then the 80000s are 1438420","[the participant's thoughts] [2014-10-20 22:34:37] The formula is: 1/ (1-32)","uh oh, I can't remember, I don't think that the correct number of significant figures was given in the problem. I don't know if that's enough informat","and so... and so the value of the total of the total number of... so I'll be able to calculate how many total numbers of the total there are, if I hav","the first thing that comes up is the 220.50 in the upper left hand corner. Okay, that's the first thought that comes up. The next thing that comes up,","10000101100111101001 10111 0 0 10 01 01","5 10 15 20 25 30 35 40 45 50 55 60 65 7","[w]hen you say that your job is to think and think and think, it's hard to make it clear how you do this. But I will do this for you and explain. If","there is a time when I am sure the answer is that this is the answer, or there is no answer, or that there is a way to find the answer, but I don't kn","now, 5, 6, 7, 8, 9, 10. 11. 12, 13, 14, 15","1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 1","a picture of a three-sided figure, one side being the line (42 1/2), the next side (42), the final side (41 1/3), making","and then if I were to multiply that by 1.3, and then multiply that by one more than the first, that would be the answer. Let's say it was the answer, ","I would think that this is a fairly complicated function. We have to have some sort of... I know what a function is but what's a fairly complicated...","that's a little less than half of the sum. The other half, the 100% minus half is 50% or 50/100. So this is","23 22 21 20 19 18 17 16 15 14 13 12 11 1","I think I'd rather be the one who went to sleep. I could see how she got tired in 60 min, 30 min, 10 min. And I could get","and he will be in the back of the room. The first person will go first, and there are 15 in front of me. He is going to go last. If he is not","okay, now I'm going to describe my location to you. You'll say yes or no after I tell you everything. I will say if I am on a table or in a chair, or","10, 11, 12, 13, 14, 15, 16, 17, 18, 19,","and they had three times as much to eat as they had yesterday... but not quite as much as they had the day before yesterday... and they had four times","but I wonder if I will get a better grade on the second exam if I take a longer time to prepare for it. On the first exam, the average time was 1.78 h","well, a line is going to be y=x-3, and I'm going to start at 3 on the x-axis, and then I'm going to go up two and to the right","and the other one is - I don't know what to call it - I think it's the - I'll see if it works - that's a 2D projection of the sphere, like","what's the name of the last song you saw? The first song. No, I don't know. What are the last two digits of the date of the last time you saw a song?","and that's how we can do that in our group. So we just take the groups that were really the small ones and we have them sort of in a triangle. So, and","so, so we're gonna have some problems with the data. We're not gonna get, we're not gonna have the same amount of data at all, because we're gonna be,","and then the problem is the second half of the first month is the last week of the month, so I need to make sure that there's 50, 70% of the time","The other day when we had the meeting, we had a bunch of people saying they were going to be attending this meeting and then we were going to do the w","what's the difference? Well, when you look at it, if you have a data set, the variance of a data set is just the sum of all the squares, minus the num","I'd like to go for a bike ride. I have a bike at the garage. I've got a couple of friends that would like to go, and they have their own bikes. And I","I know that you've been looking at that number of people that have been hit by lightning. I was going to say that one of them might have been this, bu","and I was thinking about the size of the class and I had 63 students so that's what I have so the size of one class is about 60. 0.06","I'm gonna put 25,000 dollars into the stock market and I'm going to sell at a profit of 10%. The cost of the stock is 9,9","yeah, the reason I'm here, I guess, is to kind of talk about how to make your business model and how to create your marketing plan. So you can make mo","if you took 25% of the revenue and that was the amount of the dividend, the rest was to reinvest. You could have two companies that were in the same i","and what if they do nothing? And then what if the second person that comes in and does nothing. And then what's the third person? And then you're goin","and then we could have this list here and then we would just have to check those. So, it would be like 25% of 64. I guess we could just do a","we could see a trend that, as we get more of these, we'll get the average, which will be a lower price point than what we got for the 80. We think tha","and then I thought of a series of numbers. 131, 211, 121, 453, 624, 783,","okay, I got 40, 41, 42, 43, 44, 45, 46, 47, 48,","the other guy said, he's going to say 75 and then he's going to hit 100. And so this is 40 and then 50 and then I","I'm really interested in how much of this is the participant's own work, and how much is the experimenter's influence. That's how I can tell how much ","I'm just trying to figure out what's going to happen, that's why I'm looking at the data, and I think what I'm doing is that I'm trying to make a deci","I'm talking about the second and third. The third is an error, so it's an error. The second is a problem, so it is a problem. ... What's the differenc","the rate of return of the [sequence] is the rate of change of the sequence, or the rate of decay of the sequence... this is just the number of values ","and I was wondering if I could have a more flexible way of thinking about the way that I could be able to, as I get older, to take on more of these, a","there is one thing that I want to say, that is, that my body has a tendency to generate some kind of force, so when I have some kind of feeling, it is","[my] ...[it's] ...[the] ...[is] ...[of] ...[to] ...[in] ...[a] ...[for] ...[than]","and it's like a combination of the two things, when you're driving, you don't really have to look at the road, and your peripheral vision is actually ","I could have done this one. But I don't remember how to do it. I'll look it up later. Oh, I'll do the second one, too. That's fine. I","and I wonder what was the final line of that poem. ... 6,000. ... What was the last number of that list, was that a multiple of 16? I","it's a whole bunch of things, and I'm trying to put together, 'OK, how many things are here, and how many of these things are correlated? And what abo","that's 40% of the time spent on the problem. And so it's 20% of a 20 minute session, it's 4 minutes, and that's how","[00:03:25] ...I've just made this decision... I'm gonna buy 5 of these items... And so I've got 5 times 80 is","one of those things you are supposed to have, and you've got one of the things. You're supposed to have the things. So if you don't have the things, y","and then I was thinking about the way that you can measure, you know, the surface area of a triangle, and the area of a circle, you can find that and ","and so on, and so on. 2250 and 360, that's 2610. 2610 and 450, that is","I think that a few months ago I got a number of people to do this and then I had them take their thoughts and write them down on a sheet of paper and ","and 2 to 150. So 2 to the 50th power. Is that the same as 10 to the 30th power? Or 10","oh, I'll have to make up some stuff to make it easier... the second one is easy because I can just... oh, that's the second one. The first one is 2,","there's a point where I think the probability distribution is going to change. And I'm not sure how to get that to work. The easiest way is just to ma","what if it's like this: ... like, I have to make sure that I don't overpay for things, you know. Like, it's not just a linear process, you know,","I think of a 100-sided die. The die has a face number, which is the result of the roll, but the die also has a random number, which can be the same","I am not very good at this, but I think the most important thing is to not be afraid to have an empty space. We are always asked to be precise, and we","I can't see why my eye was a little bit blue. What's the most basic concept in the universe? We've been talking about the word. I could take this word","a circle is the sum of the sum of all the angles. A square is the sum of those. The square is the product of those. ... a square is the total area of ","65 + 66 + 67 + ... + 699 = (600 * 600) / 2 - 60 * 20","1000, 1001, 1011, 0100, -1111, -10000111...","And when I think of all those words, all the things they mean, I wonder, are they all in the right places? And then I start to worry about them. But t","so if you look at the fraction 1/2, it's actually 1/5 plus 1/10. In general, the nth term in the Fibonacci series, is going to","and then what will happen... that's the problem... in the 3D world... I can make the plane, I can make a little, small plane, but I don't have any...","and now I think I just saw a big white triangle, a triangle. I think I'm looking at it, and I think I see it's going down the page, and now it's going","I've got 244510. 066518. That's all for now. I'm off. ... OK. So let's say I got 2","one million, and there is another one, that is, 11 million, and 11, 21, 31, 41, 51, 6","that is not, to my mind, what you are saying. I am saying that the only thing that you can ever learn to do, as far as I see it, is to take the same","... (11) the word 'be' has the most different meanings in English (in fact, the English language has the most ambiguous words) because it is used as a","I wonder about the size of the Universe. If it's finite, how big is it? And how many times bigger than the Universe of all galaxies? I suppose a whole","and they said, 'Okay, they said, you have to go back to the beginning and see how many you've got, and they said in order to go back you have to take ","and a third side would be a two-dimensional world which has no space at all. If you can see these dimensions, and you can move freely, then this is wh","and so I thought I should do the same thing for 2000 and then I should be done and I was going to use 79.7 and 79 divided by","I've been thinking about the number 100. 99 is a nice number, but not the biggest number. I'm not sure what it is to be the biggest number, and","this is a strange problem. I see a bunch of trees. Each tree has 2 branches, and each branch has 2 leaves, but the number of leaves is odd. Can anyone","250,000 miles per second. That's the speed of light in a vacuum, I think. Yeah, I think so. What I have in mind is that the light","the tree grows, it gets taller, then a year later it grows again, then a year later a third time. It's like a geometric progression. It's got to be. I","I see the surface of a body of water... that's water... I see a circle... I see the surface area of water, it's a circle... then I see a spiral of wat","if I do something that's not allowed, then it's like an invisible hand that's just going to hit me. I can't even tell the difference between my though","the other side of the body is just a shadow of itself. The brain is the brain, but the body is made out of that brain. The body is an extension of the","and I'll have a lot of trouble to do that. I just have to wait to see when the ball comes out, and then to calculate the trajectory. The trajectory wi","there was a plane. And the plane was going from point A to point B, and there was a time, an amount of time, to get there. But there was a point C, an","the first time it was like, wow, there's so much stuff going on. There's so much going on. We got this one thought, and it kind of branches out to a n","then there's the time I had to calculate the number of digits that you needed to represent the number of times that you could repeat 10,000 times... w","And this is what it is, it's a sum of infinite series, 1 plus 1/2 plus 1/4, plus 1 divided by 2 to the power of n","I'm thinking about a dream I had the other night. I was in a room with a big sheet of glass in it. It's a large room. There are two rows of chairs. I","a small window, with a rectangular window on each side, a sort of frame. There's a circle that goes around this rectangle, and a line. So I'm going to","and then that's the other one. That's the one that we had here that was made in a different place and then I'll make the next one and it will be right","okay, so now I can do this as a function, f of a, of a given value, where the value a is going to be a matrix of the order two, two, and then","this is an infinite series, so it's going to continue forever. The number of points in the unit interval is equal to the number of points in a square,","I'm still thinking about this. I think, 3/2+2/3, and then I think 3/1, and I think 9/10+1/2","and then I have a thought about the way you would have to design a system in order to keep track of all of this. Suppose we had a system that was the ","And I wonder what would happen if the same sort of thing happens for 100 people and 10,000 people? And I wonder how it would go on and on,","and a few other things, I'd like to keep track of those, because we'll need a couple of other things that you keep track of for the next few minutes, ","302... 430... 459... 447... 429... 135... 8... 28... 41","I was thinking about the whole idea of the 'human mind' as a thing separate from the brain. I know that most neuroscientists say that there is no such","and then I will have to go back and fix the problem if I go back. I just made a mistake, and so I have to go in and fix the mistake, and then I have t","a whole number, and I know that 220 and 284 are the first pair, 1184 and 1210, and 2620","so in other words, what you're saying is that when I think of the number 9, 10, 11, 12, the number 13, it's","then what is the value of the input? Is there a value in the input? Well, the value in the inputs is that the input is the starting point for a comput","the distance between the lines, it's always 2. But then you go to the next row, you have to add a number that's an odd multiple of two. Then you go to","and it is my intention, if I remember, to pick up this book. And I also remember that this book has been a problem. That the first time I picked it up","that's what I mean when I say the one who has a different world is a better thinker. He doesn't make the same mistakes. And he gets better results. I ","now I know the name of the equation to describe the problem. That is to say, I have the name of a function, which describes the problem, but I don't h","[S]o this is a linear approach, so what do we need to do to turn this into a non-linear approach? ... [T]his is a way of thinking in terms of a","The second thing we could do would be to do it as a graph, and the first thing we could say is that we can always have a set of x and y, so if we have","and then we need to take an integral with respect to x to solve this. So it's just x times log x, minus the integral of log x dx. Now the integral of ","and 16, you know, and 2001, I think. I was a math teacher at the university, right. In 2014, we were looking at","and then, I'll add. What happens with a number of different types of objects in a system like the one that I've described here? Well, as I said, the d","I was thinking of what to write down next. And that's why I'm writing down the following things. So that I could get this session back at some later t","and I can do it with just the computer, because it can do that, because there's a lot of redundancy built in, a lot of mathematical redundancy in the ","and a long line, a long line of dots... And, well, that's the first question, and then the next question is, how much of that line would you need to c","the 1602 number of the page in the book on the bookshelf, the 1147 is a little number of the line in the book and then the number of the","I think that the idea of an objective measure is that if you know what the thing is in, and you know how it evolves, then you know what it's in at som","and the first number is 1/6, because we have 6 of these, and so what I want to do is I want to express that the probability of rolling a 1, so","the rest of the way I went 3/5ths, which is 4/7ths, which is (I think it was) 3/4ths, 2/5ths","the only time I really find it to be true is that the speed of light is the speed of an object that is in free fall in a flat space time. Because it i","and so on, and so on. I remember something from a dream that I had. I dreamt that there was a stack of books that was like this and it was a stack. Bu","and a number of these, I guess, I have a number of them which are related to the idea of what is the number of the elements in a group? You know, the ","I'm at home, I'm sitting down here, and I'm having a cup of tea, and I've got a cup of coffee, and I'm reading a book about probability theory, and","and the total of this, and that, and the total of the square root of three is just a little bit more than three. So if I were to take the total of tho","I just thought of a very interesting application of the Dirichlet Function. It's a very strange function because it is continuous almost nowhere, but ","the two fractions of a second, two times ten to the negative two, the number of seconds that pass from the time I wake up to the time I open my eyes. ","I guess my idea is that there are a lot of different sorts of information that you can get by using the brain. You know, the brain has many different ","the number 826286. Now let me just say 826. Now 286, let me try to multiply 82 by 26. So","I wonder why I'm so upset by the thought of going to sleep tonight. I'm so worried. It's like, I don't know, I don't want to go to sleep. I","two or three... times... there are 140 150 120 130 141 152 118 123","I think about a particular pattern of primes. The number of primes less than 10^20 is 2,220,819,602,560","and you want to go from A to B, and B is here, but you don't know the exact location of B, so you go on a little bit beyond B. But what you really","we were going to talk about the possible relationships between these two questions. And so we were going to investigate the first question: that is, w","it's all about the differences between the ways of thinking about things. As a computer programmer, you can only deal with things in one way, either a","but, I can't find it... where did I leave that? No, wait, it's not there either... No, but it's there... I can't get it... Oh! Well","that is a little bit off the track. But we want to see whether you're able to... I am trying to think of something that I have. I have a plan for some","and so when I'm looking at the number of the question I want to do, I see the question and then I see the answer. And then I see my answer and I know ","4 times 1000, 4 times ten squared, 10 cubed, 10 to the 10, 16 times 16, 1","I'm thinking about what's going on in my head here. I don't know how many things are going on in there. It's an awful lot. It's too many to count. I","I was just thinking about the world, the universe. The universe was a ball. There is a ball that is spinning. It's made of all sorts of different stuf","the Earth is in the Sun. There is a line from the centre of the Earth to the centre of Sun. Now, that's the line, and it's one unit. Now, in fact","And the earth is a ball of 500 million miles in diameter. And a year is 25,000 miles per second. And the diameter of the sun is 8","that is, that is, this is this is 689, 688, 665. You know, 17 times 41, you know that.","and the most interesting thing about this, this little square is that, if you go back to the 16th century, you can find people who were writing about ","and then this other one comes into the equation, this second equation, and it is the same equation but different, and they both interact and the first","is 1 + 1 = 1, then 1 + 2 = 10, then 2 + 3 = 11, and 3 + 4 =","2+3=5. That's right! 2+4=6, and 3+3=6. Yes! And 4+2=6. And 4-1","I'll be in New York for one year. So far it's not yet clear what my job is, but I could work for example on the R&D department for the next two years.","so, for instance, if I was to find an 800 by 400 matrix, and I had to write code that would generate this matrix, and it was to be filled","and then the little girl looks down at the ground. It's a 50 meter building. So it takes her one second to get to the ground and then she goes from ze","Now, I am going to show you how to go from there. This is going to be a problem, but you're going to see how the computer can handle it. We have the f","and, yes, I am conscious of the fact that I am thinking about this... and this, the fact that... well, I am aware of the fact... that I am aware... of","I've been doing this for five minutes now, and the process seems to be moving along rather smoothly. I'm beginning to get a sense of the complexity an","so the whole idea of having the machine, the computer, do it, is not to find out what the computer thinks about the machine that is doing the computat","I just thought that if I were a good programmer, I could write a program to generate a set of n points which were at most some fixed distance apart. T","so that would be the value of a. And the value of b would be zero. And c would be 312. Okay, so 31, and then the value of c","the way this works, you can add to the first item, you can go off on a tangent, you can come back to it, you can subtract from the first item. For exa","123, 377, 244, 299, 234, 961, 280, 884,","it's just like a real clock. The dial's just like this (points with thumb to the right), so there's 360 degrees and so there's one radian. It's","and I remember how this thing about the middle of the picture... the middle is the center of the picture, which is 200 pixels wide, 250 pixels high. I","I think I could fit four 2.45 inch disks into the package. Well, I could fit five, because it doesn't matter if I put the disks in a circle, because t","the only one left is 6, and the 1/3 of 6 is 2, and the only one that is left is 4, and then you can go back and you","I'm not sure if this is a square or a circle. It's a circle, but it's not. It's an ellipse. It's not even an ellipse. That is not an ellipse","then you have a number, you can define the number. You have the number 1/2 and it's just one number. Well then, if you have a decimal, then you have t","And, also, if I'm right, then in that case, if I assume that there are no points on the surface, then the distance from any point on the surface to a ","0.2.0.0.1.5.0.236.593.1.1.4.0.355.232.3","is this a good number? is this a random number, or a random number is the one with all the numbers? is it 3.14 or 3.24 or 8","so, say, in a 16 x 16 square, you've got 16^16 possibilities (16^2) possible squares, and you want to take a","65981 00001111 0 0 1001000 11100 011011","oh, well, that's interesting. So what does that mean? Well, if we look at the function of the brain and how the brain functions, well, if you look at ","if you're a big enough idiot to ask what the hell you're thinking, you're probably a big enough moron to be thinking about this. The key is that the a","so you're a man with a beard, that's a man with hair on his face. ... you know the only way to describe it is as a collection of elements, as opposed ","... ... ... ... And what is it? Well, it's not that it's not like this, it's just that it's like a string of dots and not that it was like this,","The speed of light...is 3x10^8 meters/second. What is the wavelength of a photon with a wavelength of 3x10^16 Hz? (I","58.33... 1498... 0.35... 0.987... 520.07... 761.0","this is an infinite loop, the number is 1. So it is 1, 10, 11. What if the number is zero? I just don't see a way","and, uh, and, uh ... uh ... umm, uh ... the uh, the the the uh ... um, uh, uh, um, um, uh ... um ... uh ... the","oh, so I think I could add, one more thing, because it's not very clear. It's not clear to me. The first one is the - it's the the value of a","right, the right side, the left side, yeah. There's a relationship between the left side of the brain and the right side of the body, right? There's a","1873, 1900, 2000, ... and 1600 ... I'm not sure, 16 ... 16 15","and you get that one thing that comes up and you try to fit all these other things around it, and you try to make it fit with the rest of the universe","this is the main problem for me. The main problem for my life is the fact that I am a social animal. I like to be in a social group, I need to be in c","and so we had to put the [7]th root of 3 over the 3. The 3 in the denominator became a factor. So 3 in denominator. In the numerator I","the only way to have it is to make it, and then you have it, it's your choice. The problem is that you can't have it, unless you are an expert and kno","you have the same thing for a moment. But if you take away that for a moment and say you have a 1/3600, you have a probability of that happening and i","we know that for two, say, a=2, and for two, a=4, we know that that if we're at the point of a=2 we're going to have a","this is 3.4.61296343753321349, so this is a big number, the same as the one we were using","(thinking about the next number in a series) 2, 5, 9, 14, 20, 27, ... 35 (pause) 3","[t]hat's why we don't need to look at the point of view of the person on the left and the point of view of the person on the right. We just look at th","And you have a list of these functions. I want you to take a list and you have a choice of what function to take and you can apply that to a set of th","[53] and 7 5 [55] and 2 3 [42] and 8 0 [62] and... and 27 3 [","the more that I think about it, the more that it is just the sum of the various things that you have. For instance, when I had to do the addition prob","oh, there are 28 of them and it's an array, the first one is a 2 x 2 array with two 1's, the next one is a 3 x","and I think that there's another way to do this. If you take the derivative of a function, you know, that's just the slope of the tangent line and I g","uh huh uh uh huh uh huh uh (3). Uh huh (2). Uh huh uh (6). Uh huh uhhh (3). ... uh huh (2) uh uh (2)","I'm not sure why I'm here. What do I want to say? Oh, that's what I said. The meaning of the number 100 is 10 to the second","and if it was a cube, it would be a different length to a cube. And so we need a more accurate way of measuring volume. We'll need something to measur","this is the third time that I'm thinking about a square, and this time I'm thinking that the area of the square is the length of one side squared... (","(pant) ... I'm sorry, but I think I got it. I think I can prove that it's impossible for you to do that. If you had one million dollars, and I","The sequence of numbers, 123456, is the first 6 digits of 0.3742582... . (The sequence of digits, 1","now I have a new set of ideas and it's going to take a few seconds to get from that idea to this one, I think I'll say it this way, and I think I can","I don't understand what the heck you're talking about. What does that even mean? I don't know. I've seen some movies where people have like, uh, these","my mind is working really fast and it's a little bit hard for me to keep track of what's happening right now. So I'm just going to kind of keep going ","a bit about this problem about, uh, the first derivative, the second derivative, the third derivative, and the fourth derivative, which we, I think we","okay, so, I'm trying to think of an example of an event that is an example of a continuous state, and I guess if I think of a state that is not contin","And I know that if I could just do this, and I'm really, really good at it, you know. I'm really really good at doing this, you know, but I'm not","[in a 2D world, if we imagine a circle that is 1 unit in circumference and is in a plane, the plane has] 1 square unit of area. And in a","And then it's like I just thought of this, and I'd like to start a list of all the things I've thought of. So this is the first one. That is my first ","I've just remembered a long forgotten little gem of a formula from an introductory calculus class, the one which is used to calculate the error in app","yeah, and uh, i mean, if you want to uh, say a hundred or 150 or 500 or a thousand, that's that's that would be okay with","and the reason for that is that I can't find that, and I can't even write down that thing, which I was trying to do. It's because it's a word that doe","and what was I going to say? No, I think I was going to say... what I'm saying right now, which is the same thing. ... that's what I was going to say","... [S]omething like that [is] an example of what you've seen before, you've seen it once. And then you might go and use it again. So we might say tha","what do you think about that? Okay, I'm thinking about the... about what the other guy is thinking. About what the other guy thinks about the thing yo","uh the two is 15 minutes and the 25 minutes. And then we can look at what that means. So how would we describe how that is different? Yeah. Okay so it","it's 140.131.192.223:8080/... and that's it. But then there's another one that we can't","[20 seconds later] I think I remember that [the] word 'concordance' is a measure of how well the results from two searches match each other, or are co","and then you have to get your attention back to the thing that you were trying to do, and you have to think about that and then it's really important ","[24] that's a thing that I thought about last night... you know... I was trying to think about what are the things that I do for a living... and then ","... I have a list of three numbers here and a number, let's say. Let's say I have 1, 2, 3, and 4. I need to find a","uh-huh ... I'm doing well ... um-huh ... 0:59 ... yeah ... yeah ... I'm on track ... 0 ... 0100 ... 10","the brain is very big. So, the brain is very large. I'm not sure what that means. I know that. It's very large. It's not small. I don't know","246 and that's why it's important that we have a system in place so that it doesn't require the user to go through and say, hey, is it okay? Is it","(67 seconds) I'm trying to say it, but the idea that I'm trying to get at is that, let me try this again. The idea that I had is that you have","oh yes, the word 'happiness'. I'm going to start with the word 'sad'. ... I'm going to create some thoughts about the word 'happy'... happy = joy... h","I know what the answer is. I could just go ahead and write it down and that'd be a solution. Or I could do it in my head and write it out, but I'm not","... ... I would have to subtract it from the current number of the 1000 and the 16 and then divide by 2 and then... ... I could get a 1","a number of primes of the form p = 2^31-2^i + 1 and the corresponding Mersenne number 2^p-1 = M(p) is a","that the distribution of the number of letters in English words is approximately Gaussian and that there is a fairly narrow range of 5 to 10 letters f","well, I can't make this thing out. It's something I don't understand, something I'm not familiar with. It's probably something I haven't heard about b","if you have 10,000 words in the language, there are 200 million permutations, so the chances that this will occur are 1/200,0","And the reason the [hyperspherical] surface has a 6th dimension is because it is the intersection of 4 spheres, which means it has 4 dimensions. Howev","so, my hypothesis, to find the optimum way to minimize the amount of memory required to store a set of numbers, is that the numbers are divided into b","a small town in the US, 1000 people. The town is a ring, with 10 villages spaced evenly around the ring. Each village has 10 houses. The","I think it would be a good idea for a book, and I'll write this down. We have, on average, about a half hour for lunch. So for any particular time, we","we're going to do the math stuff, and then we're going to work on the mechanics. The first one is going to be the most important for now, because if t","and 600 is the sum of the squares of 1 and 21. It is 11^2 + 19^2. The first prime greater than 6","that's about the extent of the problem... so you have a problem with the first 40% of the data and a problem with the last 60% of it... but there is","well, we've already discussed the problem of finding an angle for an arc, and we can get there by doing a few more steps. Let's assume that we've alre","And how would we know what's going on, then? What would the problem be in figuring out what's going on? We'd have a list of all of the problems, and w","6.5, I take the log and subtract 6.35, I get 0.15, the error is 0.08. I take the error of","I think that, as a first approximation, a neural network with a few layers of neurons (as shown here) can be represented by a matrix. Each layer of ne","and then I will go to the next page. And I will do that a million times and I will end up in a million places, and it's going to be a million years an","I am a human being with a brain. ... I have an inner dialogue. ... I am a self-interested being. I am trying to maximize my own utility. ... I think I","[it] is about the time it took for me to discover the solution to the problem of the area of a circle. I'm not sure how to find the area of the circle","it's a right-angled triangle. It's not a 30-60-90 triangle... ...the angle is 120 degrees, 121.3 degrees","and a line of best fit...you know, if you have a bunch of points, then you have a line of...best fit...so if you have x points, then...let's say","yeah, so let's take a look at the distance between two points on a map and the length of a diagonal on a square with that same side length. If we look","And the way in which I would do a three-by-three. I have a nine-by-nine, a nine-by-six. I'll have a nine by nine. If I have a three-by-th","4.46 (60 seconds), the square root of 3, is 1.73, 1.63, 50% 1.55,","and so I think about this and this and this, and I have a memory of an equation and I think about the equation and I have this and that and this and t","18-67 times 2 times 5 times 32 is 11, 66. 18-42 times 2 is 3, 6,","one quarter of a square is one sixth of one quarter. I mean that a quarter of a quarter is one sixth. That's one over six. Well, there is no such thin","and the square root of three is the square root of two multiplied by the square root of one and a half, or the square root two multiplied by root two ","a thought: there are only two ways to represent the real world, one is through language and the other is through imagery. In language there is no imag","and I don't know how they will do with the rest, because I'm only 10% sure of my results. And I could do better with my results because I could do 4","and then the next thing was... and it was... the... the... it was... it was that... it was in the... it is the... it... it was the... and then there","I know it's very hard to make the word out, but it's a function of the fact that the human being is made of atoms. So if we consider the human being a","I'm not sure I should have said 'rational' because it's a technical term, but I think in that sense it's a function of the brain that's pretty stable."],["and I think it was in the middle of that, I guess, that I started to think, how would I be, say, if I was a kid again, if I were just like a","that's a good thing. It is the best way, you know, if you're not just to let the things that come come. And it's not that I can't, I just don","I was working on the theory of mind. I was having problems with the theory of mind, which is the idea of trying to figure out what someone else is thi","so I know, that's what I think. What's the opposite of that? So, what's the opposite? I think, you know, if I knew what it was, it would be","and I'm thinking about that, I think, why should I want to go to school, why would I want to be at school, if it's so hard, I mean, like, if","I think I have to stop. This is where I have to stop, but I can't. It's like I can't stop, but there's a limit. I know I've reached the","And I can remember my parents' wedding, you know, I can see the whole thing, but I can't remember if there's anything that they did to the room or not","and so I have a friend. He lives in Oregon and he's a wonderful man. He's got a wife and four children and he's the one that introduced me to the Bibl","And the same kind of things are happening. It's just that it's happening in the background. It's like...It's like the way things are going...and the w","So I have some free time and I can't make any appointments yet, I'm going to call the hospital and see what's happening. I'm a little worried about my","so there was this woman and she had a little kid and she was worried because he was going to have surgery. And then they had a question about what if ","[My] favorite book at this point in time is by a man who has been writing for about ten years and I guess his name is Paul Graham and he's a computer ","I have a really bad cold right now, and I was thinking I'll try to get in and out of this interview without getting sick because I can't get a good en","I had a dream where I was in the middle of a very big field. I had to pick a crop or a certain type of crop that was growing there and then take the s","uh yeah so what I was thinking about uh was this was like this this is this is uh the way I've been thinking about the problem is like this. So let's ","The first thing that I was doing here, when I was a child, was playing with my father. He would, I think, he had a garden and I would go over to him, ","the first thing I can remember of this is a conversation with my dad, who's a very good person. He's an English professor at the university and he's g","that I am trying to understand that, and it seems to be that the brain is a network of inter-connected neural circuits, so that we are basically think","[A]t one point I started to wonder what is it that is really happening here, in a sense, what is it in my mind that is causing me to be aware of these","So, you know, I can say that I can say anything I want to say, as long as it's consistent with what I think I believe. You can't say that anything you","I am thinking about my research on the Internet, I think of the way it works. I'm thinking about my project right now, I am thinking about the data, a","the thing that I'm most interested in is this idea of, you know, the question, how can I, you know -- so that the goal of all of this is to try to fin","and so we're thinking about the way that the body is being changed, or the brain is being changed. So when we say that we're studying the brain in the","we're using a technique called a think-aloud method to learn more about how we think, how our mind works, how we create and develop ideas, and we're u","you can have the best ideas and you can do the best thing you can do with the information, with the ideas and the tools you have. But then you don't h","so, I'm interested in what happens to the body when I'm thinking. There are all sorts of theories out there, but I'm not sure they're well supported b","I was a student and a tutor for a computer science course and we used to do this problem solving in small groups, so we would take a problem and we wo","I wonder, do you know if this is related to, well, the language arts, and whether if I have to do a lot of reading in my field, do I get more benefits","there are a lot of different ways to do things. You can either use a decision tree to make a decision about something that you need to decide about. T","and I'm not a great writer of prose. So I do a lot of my writing by hand. So it's like, a little bit of a different way of doing it, but it's","the next one was about the time between the first and the second... it was about the change between the first one and the second one. ... so I would s","I remember a lecture I took in college where I was talking to a professor in the department who had a graduate degree in history and then he asked me ","I think, I wonder whether there might be some interesting information in a person's personality type, as identified by the Myers-Briggs inventory, or ","now, and what I've been trying to do for a long time is to really figure out a way to think about and learn about what's going on with these. And you ","and I think it's one of the things that people that do work with mathematics are doing, is that they have a high level of creativity. You can say that","the only way I can get my mind to do it, to work, is to go through what I call a creative process. So, I have a concept. I have a general idea of what","I was in a small company in the early eighties, and I was involved in some kind of management consulting project. They were trying to do some kind of ","It is not a good thing to do, but the solution is to work harder. I just got a letter from a person who is in the process of doing a program of some k","I don't know how to do it. I just want to get started, and I think a lot of this is related to the kind of people that you bring into the group, and t","I wonder if there are people who think this way, and how much they are aware of it. I'm aware of it to some extent, but I'm not fully aware of my thin","the experience of life is very different if you are having a conversation with a person. That conversation is not just a series of questions and answe","I'm going to get a couple of books from a bookshop that I know. I'm going to use my brain in a way that will help me to develop my understanding of th","And this is the way I am going to work. So that's it, I'll do all the coding and analysis and what I do in terms of the research I do, and the project","And we're going to do something about the problem with the databases, so we're going to put in a database and we're going to develop a web service. An","and we do not know whether we are dealing with a person who has a mental illness and that their symptoms are in fact related to a mental illness, or w","I'm having a great time today... I'm working on my second novel, a fiction novel, and I'm having a lot of fun with it... I'm developing characters tha","The very first thing that I thought when I was reading the problem was: 'There are three people that have this common characteristic. In fact, I don't","the last chapter of my book. There's a very important thing I'm not writing about. There's this problem. In this problem, it is important that the pro","it's like a car, a car, the car's got wheels and it moves, but that's it. It doesn't have anything else. That's it, that's all the car is","there are three numbers 1,2,3 and I think in terms of a list, they are the list of numbers. Now, how do you say they are a list? A list is","I think that in the past I've always been interested in what are called in the literature on human resource management, or in the literature in genera","the space is too small. It has to be a new system that has to be integrated into the existing system of the other people. ... The new system has to be","I've been thinking about the past week and what I've been doing. I've been thinking a lot about how I have a certain amount of time that I can devote ","It's the same with the concepts of 'what' and 'how': I'm not sure whether there are more 'how' questions than 'what' questions, or more 'what' than '","that's the one, yeah, that's the thing you need to do. And that's how you would go about it. And that would be the way to go about it, yeah, and","it's something like what people are doing with the World Wide Web. They're getting up to some rather exciting things, and the implications of those th","[W]ell, one of the reasons for my coming here is that I wanted to see what people do when they're faced with this situation. I've done a number of stu","So, in terms of, for example, the planning of a particular kind of research, what I might do would be, well, I might have an idea, but it's not always","I don't really know what kind of things are going through my mind. But one thing that's going through my mind is this idea of an example. I was thinki","so I wonder if that would be something that could be used in an education setting, so that, say, for example, when you're studying a concept, you thin","I'm looking at the difference in how we communicate in different cultures, the communication styles of the English, of the Japanese, of the Chinese. Y","the theory of knowledge that we've got in philosophy is a little bit too much abstract, and it is a little difficult to apply it to some problems. The","So when I was reading, I realized I had read in the literature about the study of this particular area of the brain, which is the hippocampus, in the ","there is the idea that when a person is working, they are just using their brain to work out what the right answer is, that if we had more time then w","the thing that I really worry about is that you will just have a tendency to write things down and say 'that was really useful and that was useful'. T","I'll just write this down. It's a bit hard to write down what's going through my mind at the moment, so I'll write down some general thoughts about th","it's interesting, when you've been working on something, that you can get this really deep state of consciousness, and you can have a flow state, and ","It's been a while since we've had a party, hasn't it? ... Well, you know, I like the idea of making friends, and I'm always willing to spend time with","now I am doing some calculations. So I can do two numbers together. I've done it before in C++. I can do the same in this programming language. So wha","I'm still not clear on this idea of 'thinking outside the box.' I'm not sure whether that means using outside-the-box materials or not using any box a","well, I could imagine what might have happened had the author had the right to choose a particular type of organization of their work, or, for example","I have a little bit of a problem with this. It's a very important thing for me. If I can't write in a language that I don't know, then I am going to b","And this is a problem that is often addressed, but I think that's the way I would tackle it. So let's say that we have a population, we have a group o","a guy is walking along a street and he comes to a door. He wants to open this door, he wants to go inside. Now the door has a knob, so he turns the kn","I'm thinking about how this can be done, you know, the problem is, how to do this? You know, how can you do this in a way that will be useful to peopl","And I'm gonna start with the first paragraph. And then I'm gonna move onto the second paragraph. And the third paragraph and then I'm going to talk ab","the whole of history was like this. The whole of the human knowledge, which was that information was processed by the brain and the whole of the histo","So I'm wondering if you're actually able to control that [brain activity] in some way. You're just observing the thoughts. But is it possible for you ","my life, you know, a lot of times I have to talk to people. I'm a researcher, I talk to other researchers. I'm also a teacher, so I have to do teachin","I don't remember very well the exact words of the test I did but there was one question asking about the speed of sound in water. I had no idea what t","you've got a sort of set of hypotheses, you're going to make the experiment and you're going to test these hypotheses, you see? And then you're going ","I'm thinking about the previous session where I was asked about the structure of the world. I was asked to do some reflection, and it is important to ","It's a bit of a strange thing because the thing I have been trying to do with my work has been to look at the way the brain works and also the way the","that was quite interesting. Well, I think that's quite interesting, but let's try to see what's happening here, what's actually happening, what the me","and we're going to be able to solve the problem and we're going to make the right choice in the end. But you know what? We know that the choices that ","I'm going to study a little bit, to see what is the difference in the cognitive effects of thinking and speaking out loud. Because I know that if you ","so I've been thinking about this for quite a while now. I have this feeling of being kind of like, what is this? It seems like I'm stuck in a sort of ","I wonder how many years it's been since we last saw the moon... since we've been up close and personal with the moon. So it's been 30 years since we l","0.95, 0.35, 3.0, 5.0, etc., in meters, or 3, 10, etc. meters. So","and then, of course, the question arises: what's the difference between this and dreaming? Well, there's no difference at all in that it is exactly th","it is also the fact that if I were to tell you that it was going to rain tomorrow, and it was going to be cloudy, you would not have been able to draw","[A]nd that's why they have the second half of the distribution being equal to the first half, so that the function is symmetrical. The thing is, thoug","And now I've decided I'm going to tell you the number that you get by summing up the squares of the first ten prime numbers. This is the number you ge","and a small circle of size 1000 with a large circle of size X, and the difference is 10,000. So the size X is equal to 1","a large box sitting on the ground. There's a large box on the ground, and there's a large number of balls inside this box. There's three balls, five, ","I'm gonna think about how much money you have, the more money you have the more you can invest in this particular stock or the particular asset, and t","I'm getting into this and I think that it's kind of a natural progression of this idea of the process of how the system can evolve and it's very easy ","I'm an undergraduate in psychology, and I'm working on a study that involves some kind of spatial navigation. There's an experimental setup where you ","and we're looking at the data. I know it's hard to see, but this is a high-resolution image of the brain of a monkey that's watching a movie. It's a m","I've just been doing something I've been thinking about: the idea of using this as a tool for meditation and seeing if you can actually get people to ","I was trying to think of some words, some concepts, that might be related to a situation that we've discussed before where the goal was to change the ","I'm thinking about the program. How do I decide which of the variables should be considered the input and which should be considered output? So I need","So I'm going to look for a way to measure the effect of this training program on the participants. It's going to be a repeated measures, because they'","so I'm going to read this and try to sort out the key points and the main arguments in the paper, and try to figure out what the author is doing, what","so this is a question: if the process of a person thinking, this is an example of a problem, the person is thinking about a problem, it is a problem o","but that's not right because when you get the derivative of the position, you don't get the position. You get the velocity and the derivative of veloc","the last two words, 'the first two' are wrong. It's 'the first half of' the last two. That is the answer. But I don't know. I don't really","the third law of thermodynamics. There was something that was always 1.5 billion years ago, and that something is a bit smaller. ... I was thinking ab","And now we see a bunch of stars, and then a bunch of small dots that are close together. The whole thing looks like a big blob of light. But there is ","there's a point where I could see how we could just use a little bit of code to build up an interface that we could do an exhaustive search over, like","Oh, and this is a new thing, so it's a new way to see that. I wonder if this is a thing that would work, would be a useful thing to do. Maybe I","but what if we had more information about the future? So if we're saying that the information is not relevant, but what if we knew about the future. S","I know it's really important to be able to talk about things in order to get them out of your mind, to get them to be processed by the brain, but the ","And then I had to figure out what I wanted to say, so that's sort of like a process of narrowing, and then also there's a whole lot of stuff that gets","I think there's a lot of, I don't know, I think that it's a good idea to be, I'm not sure how I would describe it but, to have a system where","and, yes, there is some kind of a common feature that you could, for example, look at, say, the relationship between the two. The common feature is a ","and then we see what kind of a world you're going to get. That's an example. In the first place, the universe is a collection of phenomena. And so whe","(s)eeing a big group of people standing in front of a building (where) they are waiting (and) they're getting ready to go somewhere (and) then you get","The idea that it is not possible to think without words is not in itself very problematic, but if we start to think about this, it becomes much more p","it's like the sound of a doorbell, because you know the doorbell is coming, and the doorbell will come, and you can't do anything about the fact that ","so you are doing a research study, and it turns out that the things that you think about and how you think about them have effects on your experience ","I'm thinking about what you said, you know, I was listening to you. You were talking about the two things that were in the problem space and there wer","And then it came to me that the best way to answer it would be to give a solution to the problem. This problem was just a special case of the problem,","I'm going to write about this. I'm going to find out how many times a week a person needs to go out to get 60% of a given sample of information. I'm","and in 10 days from now, I'll be starting this project, which is a very interesting project. We will be able to model in the simulation, what would th","I can see how that might be, and I'm a little bit more interested in the structure, in the things that are happening here. There are many, many differ","I've been thinking that there is a very small minority of people who are just really good at using words to construct and communicate ideas and though","(0:42) There was an argument that, that we should be allowed to have a degree of freedom, and I think that that is a good thing, that you can have a d","and I've got to be able to know whether the information that I am trying to collect and analyze is relevant to the project in the way that it is being","a man [with a beard] and his wife [with short hair] walk down the street. They are married for 50 years. He has had an affair with a woman and they wa","And what does this mean to us? To the public? The question is what it means to the public. And you know what it means? It means, 'Well, it's good that","if a woman is asked a question, she will answer it. But a man who is asked a question will not answer it, unless it is in the form of a question. She ","we have 30,000 or 40,000 students in the whole university, and we can take a sample of 5000 and then we can be","this is the type of experiment that I think we really need to be doing more of in the future. I don't know if we have the technological resources to d","the only way we can do that is to look at all the things we know about the way our brain functions. And then we'll come up with a theory and we can th","and then we see that there is an interesting relationship between the two. The idea of the brain as a machine is an idea that's been around for a long","but you know that I just had a good idea, that I have to do something to make my thinking a little better, so I'll try to work on this. I don't know h","there is a problem with my analysis of the data, and that is that I think the data that we are actually analyzing, is data that is a product of a deci","and the reason we don't see that as the whole is that there's not enough evidence, right? And, even if there were evidence, we'd want to make sure tha","a big problem in psychology is that it has been dominated for many years by cognitive research. The emphasis on cognition has led to an understanding ","that is the whole point of the exercise: I will give you a subject, you will start to think, and I will see what comes out of your head. So far you ha","I have the following ideas: 1. a and b are mutually exclusive. 2. a and c are mutually exclusive; b and c are not. 3. a and d are mutually","and it's a rather straightforward model, a model for thinking. It's a rather simple, it's a relatively simple model for thinking, that has a lot of ve","So, if we have a distribution of the type, say, a, b, c, d, e, then what's the probability that a given one is the smallest one? Well, there","but a couple of times we have the experience of being aware of our thought processes, so we can make an intervention and try to improve them, or corre","and I see a box and I see a row of boxes on top of each other. And I'm thinking, what if each box were different? And what would be the implications o","but it's very important. It's not just important to do the study right; it's also important to do it with a good reason. A good reason is one which we","the idea of an objective reality, this is not a very good concept. It's too narrow. If you have a look at the way people do their research, people do ","I'm not a great mathematician, but I like to think about it. I know a lot about probability. I'm trying to think about why that is. I know that when y","The thing I noticed in my mind is that a lot of my thoughts are of this nature: I'm just trying to understand something or figure out something. I'm t","I'm thinking about what's happening in the world and the issues surrounding the issues, like global warming, and climate change, and the world becomin","I see a plane and I see some buildings around the plane. That's what's happening in my mind right now. I see a plane in front of me and the buildings ","I'll take the train to the airport. And that's it. Okay, but, if I take the train, I might have to, well, the trains might be late, or, if","and that was that. Okay, we have a point system, so we need some points. Points are values. So we need the value of each item. Okay, if the value of a","this is all a bit of a waste of time, and I'd like to be doing something more productive. It seems I'm spending time thinking about a lot of things th","I am thinking about the day. The day is over. The day was not so bad. It was not so good. I am not happy about the day, but that is not so bad because","and I thought I had been a pretty good student, but I don't know how much I was getting. And I thought, 'It's probably because I didn't do homework' o","but there is no evidence, in terms of the results of this, that this has actually any impact on the outcome of the experiment, whether it is the exper","and, in addition to that, it's the same in the sense that that's the way you get the information back. So, you have this information flow from your se","I'm going to the theater, and I'll watch a movie. There are two movies to choose from. One is a movie about a group of scientists and it's a comedy. I","I wonder if this will work, it's really strange I was working on the idea that I would probably start getting more sleep and have less stress, because","I've been thinking about that for a while, but I can't do it because there is no way to know whether it is going to be effective. That is, we don't kn","The one is that you get to know yourself more. You get to know what your thoughts and what you are interested in and that helps you in deciding what t","so that's not very efficient for a business organization. I guess there are ways to do it, but they are probably not very effective. If they were, the","I've been thinking about the new proposal and it looks good. It seems to be better than the one we were using before. The reason I think it's better i","And then there were the two big blocks of time, 10 o'clock to 4 and 14:00 to 16:00. These are the time when I","I'm in my office at home in California, and I'm in this very nice, well equipped, very comfortable office. I have a lot of very nice books, some of th","I mean, like I was trying to do this, and then I had a sudden realization that the only way that the thing is going to get done is if I actually do it","yeah, okay. ... I guess what you can do is you can start with a simpler problem, like a simple PDE that you're familiar with, and just see what the so","[I] was thinking about how many times I've thought I'm going to do something, and then I don't. And then you think about how many people that is. And ","I'm writing a report on the topic of learning and the role of sleep. It is very difficult to get started. I was going to say that there are two things","I am the one that can't do it, because the most important part is the decision to do something, and I can't do that. I am not sure what I am going to ","and I remember that the people who do the research and the people who actually build the product have different objectives. You have to put the resear","this is not about what is being discussed right now, this is about what is going on right now, that is what we want to know. We want to know what the ","The whole point of it was that we could look at the things that I'm saying, and also look at the ways that we can take actions to help people learn. A","I am saying things, but I'm not saying the whole things. I'm not really saying everything in my head. I'm saying the things that are relevant to what ","It's also true that if you can't make it, you're not going to make it. I mean, you're going to end up with the kind of job that you're doing. What","it's not about the cost of a piece of equipment or the cost of the program, it's about the cost and benefit of the process of doing the training. And ","I'm actually a very strong believer in the fact that there is a direct relationship between the emotional state and the mind's ability to effectively ","I'm still thinking that we would have to take a more holistic approach to the design and implementation of the systems that support people, where peop","but I also see the ways in which I can influence and control my own behaviors. So if I want to be a better worker, I can create plans, set goals, set ","so I just think about some things that I want to do for this particular situation. I think about the people who are affected, and what they would want","and I wonder if, when you have to be on a diet or a very strict diet, it makes you think more about your body, so that your body is kind of a problem,","and I will have to work a lot on the marketing aspect of the business... you know, in order to be able to make a profit and not to be a non-profit org","my kids have just gone to school today. And I was thinking about how, when they were younger, I really had to help them with math, but as they got old","I can think that I can do better. I can think about the last week and I can think that it was a good week and I really enjoyed it. I am glad that I wa","the way that people think about that is that they don't think about the world in a very detailed way. There's a lot of oversimplification, and people ","so the general case of the equation, in the complex case, has been reduced to a simple case. We can go further in the complex and real case and do som","I was reading a paper about how a system of equations, a set of linear equations, could be solved on a computer. They used the fact that the set of so","And I can get a much higher degree of freedom for the universe in the end state. So in other words, what we can say about the universe is, that it was","and it's a combination of those things, where it's the ability of the human being to use the computational power of the brain and to use the intellige","Now what we have is the time value of money. Well, that is a pretty important concept, but we should be able to talk about that, right? We have money ","I think of myself as a teacher, a learner. And the idea that the learner, the learner's own teacher is the learner is very interesting because I think","and what's going on? I think I'm going to be a professor in mathematics or physics at some point in the future, so that's my goal, and the way I see i","It's really difficult, it's really difficult to think of an example of something that's a new, new, new idea in this particular field, in the field of","[T]here was a little story, where there was a father who was going to his son and said, 'You've got to keep your children in school and in a way, you'","this is all, and now this is just an example. If you were to make a random number from a list of 36 numbers, you might have numbers that look like 3,","there's no way I'm going to remember all these things, because I don't have enough space in my brain to do all these things. And I know that because I","I have been trying to figure out how to define the term 'prime mover,' because in this case, there is no real 'prime mover.' I'm not a mathematician, ","I'm a great deal more interested in what a student is thinking than what she's doing. In my research, I've found that it is the student's thoughts, no","if I can remember, I will write down my thoughts. But the real value of this exercise is that I can then write down my first thoughts after a day of w","and it's possible to say that it's not necessary to take an individual's thought seriously, but that it is important to pay attention to the patterns ","so you might think, oh, I'm just going to do the work, and the work, let's say, in this case is a linear algebra problem, it's going to take me a","oh, there's the one about the polar bears. Okay, there is a study that was published in Science some time ago, which I don't remember the date of, but","this is what I was going to do for this part of the experiment. I was going to set up some experiments, and they're not going to be a part of the stud","this is going to be really important to our study and our analysis of the data, because we need to know about what are the kinds of problems that peop","So, there are three types of knowledge in a scientific discipline: knowledge about facts, knowledge about relationships between facts, and knowledge a","this is where we are on the continuum, between the two extremes, as the [L] system, the learning system, is working, and the [R] system is working, be","the name of this project is [ ] and its purpose is to measure the speed at which [ ] can be computed for [ ]. This project will be called Project X. I","it is not easy, as you know, to make a direct measurement of the amount of heat energy in a system. It is easier, however, to make an indirect measure","And I think that we also need to understand the value of these different forms of consciousness, so that we can relate them, and we can see in what wa","and I don't want to make the problem more complex because it's more complicated when you try to think about it, so I am going to do something differen","there's a lot of things I don't like. For example, I have a feeling that I am very, very well informed about this, but I do not know what is my point ","The universe. That is one thing. The universe has its own dynamics. There is a lot of mathematics involved. That's what it takes to understand the dyn","the idea of this is the following: a person is like a computer, and we are looking at a certain computer, we're going to say: I have an initial state,","(I) thought that the way to do it would be to study the way that the human brain thinks and then to study the brain of the chimpanzee, and then to fin","I'm gonna go out to lunch with the group of my research group, and we're gonna be talking about this, and we'll be talking about a set of algorithms t","the [national] organization is going to have a big meeting, the local organization is going to send us 50 people to be on this committee. In the proce","now I've got to find some time to write a little more about this... maybe I'll get together some other people interested in this area, and find a way ","there's this notion of a network of ideas, and there's this idea, or this concept, and there's a definition, and then there's a set of ideas that are ","what's interesting is that there is a kind of parallel between these kinds of formalist techniques and some of the techniques that were developed by c","It's not a bad idea, but I'm not sure how I could use it. Let me think a little. Oh, well, there is a way to use it in some problems of complexity","and it is not very different from the way a dream is, where you can go back and forth, between the present moment, the past and the future, and you ca","the point of a discussion of the question of truth is that we're going to get into a discussion of this problem: What is the truth, or what do we mean","now, the point is that the observer and the observed are in principle identical. It's just that there's a difference between what is observed and what","the way the human brain processes information is by comparing the content of two working areas, and the outcome of these two comparisons determines wh","I've had this thought. I remember that the term is 'abductive reasoning.' I know the term, but I'm not sure what it means. I could write it down, but ","the fact that you can say that a thing is red without seeing it, that's because of the way that you have organized your visual experience; and I think","a plane, which is, in fact, a square or rectangular box. When we look at an object, it appears as a projection of its structure. What is the nature of","now you see a rectangle, a square. Then you see the diagonal. Then you have the diagonal, and the square, the diagonal, the square, and then you have ","this is a kind of time line in a kind of three-dimensional space and it's a kind of a map of the mental universe. I'm not sure that this is what it is","and I had the impression that my body was not responding as I had imagined it would...and that this is just a sort of trick that we have in our minds,","[14:04:47.312] ...and then you get a sense of, well, what are the different elements that are going on. And so then you start","the 'v' of the word 'visual' and the 'z' of the 'zeta' sound a lot like one another. If you have the 'zeta', you have the alphabet","this is the meaning of life, but the meaning of what is life? it is the meaning that we make out of the things that happen to us, the meaning of thing","you have this whole concept of reality as something that's out there, and then we have our own experience of reality. Now the idea of reality as an ex","... the third of my three, I'll try to think of it as a sort of a state of mind. And what is it? I can't remember. But I know what it is not","I don't know what a triangle is. I mean, I know that a triangle is a geometric figure. I don't know how you draw a triangle. I have seen triangles, I ","if you say 1+1 = 3, you must be wrong about what you're saying or thinking. For example, you might be saying that 1+2+1 = 6","and then we know how to handle them, we know how to solve problems that arise, so that we are always on top of what we are doing. And I want to do tha","I'm looking at the book. And I've got this thing where, I think, that I can see. So I'm looking at this book, I'm trying to find some kind of structur","I'm here in the middle of my thought, here and now. Now, I'm here. It's a moment in time, in the present. The present is the only thing that's here","[11:31:11] [B] But we can see that, even if we know a lot about it, we can never know it in its entirety. It is always","and that's just how we'd get out of it. And the only way that we'd get it to be that way is if we were to do that. That is to say, if we","(Pause) ... I've had a few of those thoughts, not a lot. I have a tendency to do that, and I don't have to try to do that. It comes up naturally","but it's a bit different than what I did in the last session, which was to just generate whatever came to mind. I'll start by describing what the sess","I see that there's a big difference between the conscious and the unconscious mind. The unconscious mind is probably where the things are that were pr","there is an awful lot of work going on in the brain and I'm not sure how I'm going to articulate that. I have this very odd feeling about the fact tha","the self is an important concept in the literature. The self is important because it is the place where the thinking occurs. It is a sort of focal poi","in this situation I think I'm supposed to do something and I'm supposed not to do something else. I don't know what it is but I just have this feeling","I don't have a problem with that. What I have a problem with is what happens at the end of that. You know, this is how I think about it. You can imagi","I don't know how you can tell, but my life has been more interesting in the last 10 years than the previous 90. In the last 80 years I have experience","and then I'm thinking that my wife and I are going to have a disagreement about what I'm thinking about, but then it's going to resolve, it's going to","we're in an experiment to try to understand how the brain processes information. That's our goal. And the brain processes a lot of information, but it","that the sound is coming from a particular location. There's a good example in a recent paper, which I can find in my papers if you'd like to see it. ","and then, I know I'm in a meeting, and I'm talking about this, and I want to, and I know that I'm going to talk about a way in which to reduce the","and so you're saying, then, that we have to add all those points together, right? Right. But then we have to ask how, or we have to make some sort of ","So, it's the one that goes out and actually talks with the other computers. So, they send you a bunch of information that you can actually use to perf","there were two groups, two subgroups, one that was based on a fixed population, which would be called the population that was based in a fixed populat","oh, and that's the whole idea of an operating system is that it is supposed to manage a lot of processes at once and the way it does that is by using ","okay, so there's the two possibilities I mentioned, either of which could be correct. Well, I guess you could have some intermediate versions between ","and that's, that's interesting because in the one example where I was using the computer I didn't use, I don't remember using a word processor. I was ","so I'm thinking, you know, what's the most efficient way of doing something, and I have to say that if you do it in terms of just a single statement, ","and then he looks at me, and I go back, and I do that. And I have a thought, but I don't have a thought that's complete. I don't know what to","and the thing is, it's not just that you could write this in code or something, but rather that if you've got the right sort of skills, you could in p","you can always look at the problem from another perspective, even the other side of the coin. Like, if you look at a coin, you look at one side and yo","and then in a sense you do, you just see a problem. If you have to do something, you'll do it. But you can't just say, well, if this was an existing","I see a kind of ... this is an example of a function that might be ... that we want to implement. ... A kind of function that you might have some ... ","I just know that if you're going to do this, then you've got to do it, and you've got to go in with the idea that it's going to take 300","but that would require a lot of information, and the more information you have, the more difficult it is for a computer to make decisions. We could do","Now I'm looking at the picture and it looks like the picture is of a person. But it's not just a person, it's a person with a house, it's two people, ","I was at school today. I was walking out, I was coming down the corridor. I saw the clock. I was wondering about the time. I looked up at the clock. I","there's a lot of different kinds of information here, and a lot of this is like... you know, I'm thinking about the differences between, for example, ","So, I've had this dream I have, this kind of thing is going on for a few years, and I'm just making these notes and these, I don't know, little observ","that was a mistake. Okay, let me go back and try to get this right. Okay, so, there's this thing about how, how do we generate a prior distribution fo","and then the other thing would be, how do you actually determine, you know, well, what's the most efficient way to sort out this problem? So, I guess ","so I'm thinking about the problems of the world... there are several problems in the world, so let's make a list of them, and we'll try to solve them ","but if you look at it from a different perspective, it's really a sort of, as you look at the 9th circle, you could say that the 9th is the same as","then we can, we can find out, we can figure out, we, we can get, we can, and then we can find the, the solution or the optimum solution, depending on ","and that was all the information I had. I had that information, and it's just the thing that you have, and if I were to go back to that, and look at i","and a whole bunch of other things that are being done at the same time, you know, I'm doing this and that and this, and that and I'm also doing this, ","(thinking of the story in the back of my mind) this is one of those stories that is not just about the present or the future, it's also about the past","okay, so I've got a list here of words that I need to get out of my head. That's what the book is for, and I'm going to try to think of ways of","I have two more questions. The first one is: why is that there are only 10 digits? The other one is: if there was a need for a 11th digit,","and if you look at that, well, the slope of the line is going to be the derivative of this, and then, the integral of that is the slope of this curve.","I'm not sure whether my answer was what you were asking. I think we should just take the problem and the answer and break it down into a smaller piece","I don't know what I'm doing, but I have a good idea what I'm going to be doing later. I'm going through an array of functions. I don't really know wha","[talking about a method for determining the time to set up a test case for a test procedure] ... The amount of data is N, and the average cost per dat","I think we would not only see the image, but we could actually get into a state where we could say, 'I am going to do this and I am going to observe t","that's why we can say, in this way, that we can see the relation between two variables, but we can't know the relationship, what causes what. This is ","so I could say I had a problem with the thing that I wanted to show you. You had two things, you had a set of data, and you had the result of your ana","[3] A simple example of an arithmetic operation, the first two digits of pi, and the first two terms of a convergent series for pi, the first three di","uh, no I don't think that's possible... but you know what? I've thought about it all the time and I have an idea, well it's not an idea, it's a","and if you look at this problem of how many hours, you can get 20 hours by using the first two ways of using the clock, and the third way will give yo","[thought] [I'm going to talk about this] [I have to have a set of rules to use with the experiment] [So we could have the set of rules as] [A","I think it is the time that is the problem. I mean that it is the time and the lack of it and the inability to take advantage of the time that the oth","and you've got to be able to make it to the 32nd floor, you've got 32 floors, you have to go 32 times, 32 steps,","there's a lot of stuff in the back of my mind that I'm not even aware of. That is the essence of the unconscious. So, let's say there's a problem you'","I'm writing a little bit about a program that I'm currently developing for my class. And it is a program that will be able to determine whether two st","And I'm not sure, though I think it's a bit of an assumption, that this is a problem at all. I mean, there are certain situations where people will ma","it is very clear, in fact, it's very clear. There's no such thing as 'cognitive dissonance' in a physical system, because there's no such things as co","and that is exactly why I decided that a high-level programming language would be the best choice: because it is much more robust, because you have mo","my name, the name of the universe, the name by which the universe is called in the scriptures, is AUM. A is the infinite potentiality of creation, U i","I'm afraid that some people in the world will come to view the development of the theory of relativity as a proof that human reason is a superfluous c","we have a sense of how to think of things and to operate with them in a certain way. And in addition, we have a sense, which we are not capable of pro","And then there's the 'as if' formulation, which is a little more radical. It is often the case that in our own personal life we have been unable to ex","there was the 55 year-old woman, the 27 year-old woman in the 42 year-old man's office, and there was also a 70 year-old woman who","So, the point is that I'm thinking about the point of the research and that's one of the things that's hard, right? That's the one of the important th","the main goal of the work I am doing is to find ways to implement ideas for improving the work of the national education system, and at the same time ","And, I'm in the kitchen, and I have this bottle of wine, and I need to serve this bottle of wine to two people and I have two glasses and I have a win","you know, when I was at the hospital, I used to have this thing where I was just out, and I was very worried that I'd get a disease. And so I tried to","I'm trying to figure out what is the probability of my winning if I buy two tickets. That's not quite right because the number of possible outcomes is","It is possible, also, to think about something in a more global manner, that is to say, to have more of a holistic view of the situation, and not to b","I know that, but we still don't know the mechanism for it. And I think that what makes this study so special is that it's possible to address the ques","so I'll need to use this and a little bit of mathematics to work it out. It is a function that we can express in some form. Well, how about a cubic fu","oh yeah, and of course the most important thing in a computer is the CPU. In a computer, the CPU is what processes the data, and stores the data. Now,","I could use a new battery to fix the clock that says 7:32:29 in the afternoon, the computer is saying 7:16:08:42,","and then you go back to this other person and you talk to them and you say, 'well what does this mean? how do we know that?' and they say something el","and I guess I should have also written out this whole thing and put a reference at the bottom of the page that the whole thing was generated by this a","the whole process of cognition, of knowledge acquisition, of knowledge application, is a process in which the system (brain, body, environment, ...) i","I wonder why I'm in this room. Why is this room like this? Why does it smell like this? Is it a good smell? What is the smell? What am I thinking abou","I've been thinking about the importance of the cross-cultural factor. So one of the things that I've been interested in is this: I want to think about","Now I'm thinking about the relationship between the brain and the mind, and what I know is that the brain is the organ that houses the mind. The mind ","and then the last thing I did was, I went to sleep and I had this dream. And I had a dream that was very lucid. I mean, it was a dream where I was","And this is why we are going to be doing that in the future. And in fact, I've already done it before, I've written an article about this, and I've be","a sort of an expression that is sometimes used in mathematics and in physics that I think I have to have in my head. It's the notion that the universe","a lot of the work that you do, you can see how that works out, how that will be put into a specific piece of software that's going to be a specific fo","and I want to just say that this is like this. I've been reading about this stuff. And what I'm thinking about is how I'm trying to create this kind o","it's not a simple task to take a million data points and turn that into a model of an action, for instance a model of a mouse, or a model of human beh","Okay, so that's the plan. Now, what I need to do is figure out how to express that. And one way of doing that is to talk to someone about it and to ge","and I'm thinking of what the whole thing was about, the whole thing I'm thinking about the whole thing. I'm thinking I don't know. I don't think that'","I'm just saying that if the memory of a past experience is able to be transferred from one person to another, then it's a very, very interesting resul","I'm really excited because I've been doing this thinking about a system of beliefs and the idea of a universal model, and the idea is that we live in ","[T]he problem is that I have a lot of stuff in my head and I don't know how to deal with it. I need to find a way to make that stuff actionable, which","the reason why I think that the reason why we can have consciousness without self-awareness is that you're able to have consciousness in an unconsciou","a circle with the radius equal to the length of the side. Now this is a little bit of a stretch. Because if you imagine this is the center of the circ","a story of the life of the person. So we are in a story. You have the ability to look at the story as a whole and see where it is going. You have a se","okay so... the thing that I'm doing right now is, is trying to write about what I think I'm doing at this moment. What I think is happening is that I'","it's a matter of choice... choice... the brain... the brain is the organ of choice. You can change your mind. And you can change your behavior. You ca","I see that I have a couple of options. One is to move the robot over here and try to grab it, or move it over to the left and grab it there, or perhap","the (x) and y values of the (x,y) coordinate system ... where the (x, y) coordinate system is defined to have two orthogonal axes, a horizontal (x) ax","a bit like a new perspective on the question of the square root of negative one, it turns out that there are square roots of negative one in the compl","a string of random letters [with a bit of structure]. And there was a picture of the world, a picture of what was happening around it. The letters are","I have a feeling that I am on a plane flying above some cities in the USA. I don't know which ones, but I know they are important cities, they are big","And then I thought that I should go and make a diagram of my thought process as I am thinking about these diagrams. It is probably easier to do this w","so, like, the kind of stuff that I would say, 'I want to go to this place and this place, and this place and then this place, and I want to see the bi","that's what it is, it's a time and it's an activity, that's an activity and that's a time... and the other is not... and it's not an activity, it","I'm in a house and I'm trying to look around for something. And I'm trying, in my mind, to locate something. And the process of the localization is th","this is how the world is and how the world could be. There are two versions of the same world. I would like to illustrate these with an example. Imagi","you know, this is a little bit related to a problem that I was thinking about before, and that is that in a general sense, I am concerned about the st","in the middle of the night I got an idea for a story, about a kid who is in a bar fight, gets injured and goes to the hospital, and it's a very fast-p","Now it's 5 o'clock and it's starting to rain in the Bay Area. I'm watching it on my computer. It's raining on my computer screen. I can see the raindr","I know I'm going to have a little more to say in the next few seconds, and I know how to get to that. But I don't know what it is going to be. I","And I just remember that one of the first things I did, when I moved to my new home, was to pick up all my old pictures and postcards, and lay them ou","and then we just go to the next topic and go ahead and the next topic. And you know the next topic is going to be something completely different. And ","so I can see. I see the whole process of the whole sequence. I have a sequence of a lot of points that I'll be coming up with here, which will be a nu","and it's also kind of a bad sign when you're working on it and you get stuck in some loop like that, which happens sometimes. And then the loop isn't ","and I have a list of things I want to do today. So I'll do them, and then I'll go through all these things here, and I have to put the things that are","I'm going to do some data cleaning on this. ... I'm going to replace some of the missing values with the mean of the available values for the same cat","I was thinking about the way I do my data analysis in the future. It's more or less an iterative process where I look at a data set and think of what ","okay. This is kind of a weird question. Why is the air inside a car different than the air outside the car? Because of temperature, right? The tempera","So the question of whether we should be able to do this or not is... the question of, I think, whether we are willing to... to invest the time and res","if I'm not using my computer at the moment, I have to try to find some other way to be productive. I'm going to start at my home page. I'm not going t","what was the point of this? Oh, to get to a point where you can get your data out of the system in the least amount of time. So that's the point of th","we need to do a little more thinking on the future state. I'm looking for ideas around the future state, and we already have some ideas. One of the th","I think it would be a good idea to have a pre-workout study session where you think about the upcoming work and what you need to be ready to do. In te","[the] only thing that we know [that] we have to do [in order to] be able to model for the robot is to build the right kind of model in the robot, so","so it's like a word that we have in English called a word and it is like the thing that is defined by its relationship to the rest of the vocabulary, ","and they're all being thrown at me in a certain way. So, you know, this is sort of how I think about this. So, it's very, you know it's not,","the thing that comes up in this whole thing about how people have always been talking about the distinction between things that are good and things th","well I guess I can use it for what it is and that's the end of it. I guess I'm going to use the rest of it as it is. I don't really have an","the question is how much do these methods do you know? I mean, the question is, how much do you know about the methods. I know how much do I know abou","okay, so I guess I'm trying to sort of understand what sort of impact that has. I know the impact of it, you know, in the world, in the society, in th","and then we could, uh, we could use the same, uh, the same code, and we could, and we can just, uh, send it to the, uh, to the people","(pause) ... And that would be the biggest challenge is to have this algorithm, which has to be able to work, for example, as the source of an argument","And then, what I'm doing here, I'm going to do the same thing but with a slightly different set of assumptions and see how they work out. And the basi","And that would make a lot of sense in the sense that the brain has some kind of structure that is better than a flat space, and so that's why in the w","and I think that this is actually quite interesting because it's not just one kind of thinking but it's actually multiple kinds of thinking which are ","you know, it's like when you have a conversation with a friend, right? You have a conversation, and sometimes, you don't have to do a lot to have a co","so I have an old car which is a very old car, and I am going to use it to go somewhere and drive it. So I think about the fact that it's old and it's","I think that a lot of these things that we're doing, that's kind of interesting. We've got to get away from the idea that we have to get away from bei","I think that we want to see some kind of an evolutionary system that can be, that is, that can adapt to the environment, adapt to the world. And so we","I have a problem of being very impatient and not being able to sit still and just enjoy being in this state, just being present. It's important to jus","my children, my son and daughter, my parents, my aunts and uncles, my siblings and cousins, my colleagues, my students. What I'm trying to say is that","my thinking is very fluid. I think about a lot of things at once. I can be aware of a lot of different things at once... I've found that I am quite go","I'm not sure I fully understand your question. I guess I'll have to read up on the topic more in order to answer this more accurately. It's probably r","it's like, yeah, so we have a lot of different kinds of models, we can do a lot of things, but we have to have a lot of models that we need to build,","it's been quite interesting, trying to make sense of that. And you know, there's a lot of different things that one could be trying to do to make sens","if you want to go to the zoo and you need a map, I'd probably just use the internet. That's the first thing I think. There's no need to go to some lib","and what I'm going to do is try to look at some of the literature on these different sorts of processes and then think about how to put together a bet","well, in the 50s, as you can remember, there were a lot of experiments going on on the use of computers. I was involved in this area. So we had a very","you know that that's a big part of what we do with research. We think, you know, we don't want to do this, we want to do that. But the reality is,","and this is the same thing as that, but it's like, well, that's, that's a good example because, you know, one of the problems that I've had is with th","uh... uh... okay, okay, what do I have left to do... I guess I still have to take a couple more, like, do a couple more problems, but I guess that's","and now I think I'll take a break. I'll just relax. And I can think of the other ways in which I can think about this and see that actually these thin","and that's where they're coming from. They're not going to say anything about that, because there's no way to make a case about it. I don't think peop","this is a thing we talk about in computer science all the time: how do you describe an abstract state machine, the way an abstract state model might h","but you know that. I'm not sure that the problem that we're facing right now, which is to say the problems that I'm having are really about the nature","but now it's kind of a contradiction. Because, what I was thinking of in the past when I would study about people's behavior in a laboratory context w","I have a lot of friends and they are my peers. And I don't think I have any close friends that I have met in the course of my research and that's just"],["I've got a friend who used to work for me at a place called the Kelsey Institute. It's a research institute down in Miami, Florida. He did a lot of wo","in the middle of this book, I remember I was doing something in the middle of a chapter, and I was in the middle somewhere, and I just can't remember,","I know this is all silly. You know what's going on. What's going on is that I'm not going to be able to get you the books that you want, and I'm going","I'm worried about my son and daughter-in-law. They have this baby and he's really sick and they've been having a lot of problems. They were supposed t","I am talking to you now and you can hear me and I don't have a phone with me so I can't get the phone to call the doctor and I'm wondering how that wo","the 9-11 [sic] happened on that day, and all those people were dead. And then my brother was killed and they told me, 'You don't have to come,'","I was thinking about what you told me. You know, my whole life was so far from anything I imagined. I just came up with the idea of this being a place","and then it was really nice. It was very, very nice. Very, very, very very very nice. That is good, that is really good. That's a great ending for the","I want to know what he had in mind, what he was thinking about. I'm sure that's why I got involved in this. I mean I'm a woman, I've had a lot","and I know how you feel. You can't even talk to anybody. You know how it is, right, I know it's a pain. You can sit here, you can talk to somebody","I just want to say one more thing that I haven't gotten to say about the training that we did today, and I just want to get this out of the way before","it is kind of strange how a lot of this comes up, this is all kind of not just kind of a surprise and kind of a little bit of a shock and I think, you","I guess this is why I'm sort of always thinking about these things, like I don't know what the people are going to say or I don't really know what's g","and I know what you're saying about this, you know, like, 'I'm not a big fan of that.' Because of the whole like, 'oh, well, the way that they","there's something in the data that you know, the data is what's really important, but it's only what you can read, right? Like, the other stuff is, it","I'm getting ready to have my blood work done on Friday, which is the standard procedure for people who go in for a heart transplant. So that's the thi","I have an image of my dad... he was a very smart guy. He had a master's degree in microbiology and was an infectious disease doctor... and he was the ","it's not only that. You've got the idea that you're really part of it, but you're part of the process. You can really influence, I guess, the directio","So you know what I do is I take people and I teach them about computer programming in college and I get them to do projects, and I work with them, you","and one of the things I've been thinking about for quite some time, is that, I know this is a very, I suppose it's a very complicated process for them","I have been reading a book about the effects of sleep. So the idea that people in the UK and other places, the more people that sleep, they're less pr","and I'm looking at the the the the top of my computer screen right now and it's and it's just like a bunch of icons of various different things like t","I think that's the one thing that's really a problem in terms of how you know what people are thinking because if you're doing a study where you're gi","I am writing a paper on this. I am writing a research paper on this, and it's on this topic of what is the nature of consciousness. I'm wondering, wha","this is a very difficult problem because what I want to do is actually make the best use of this time, which I don't know if it's going to work, but i","but I don't really like them that way. So it's more like an open question. But there's an answer. You can make that. But you need to show it's true. T","there's an image that pops up when I think about the work that I do. It's the idea of the 'ultimate' solution. There's no ultimate solution. It's neve","[I]f you think of a situation where there's a lot of social media, you think that people are gonna be exposed to a lot of information, they're gonna b","So I just started thinking about my job, my career, my industry. And so I have a client that's doing a new product. We're developing a new product for","you know, you know, I was thinking about how we can think of the way to use the system, but I was thinking, you know. We had a system called the syste","and so the process of discovery and then the process of analysis, where you might take the data that you've obtained from the discovery phase and then","the computer and the Internet are a double-edged sword, because it's really difficult to find the information you're looking for on the Internet. And ","It's not something that I'm aware of, but it's kind of like I'm sitting in a room with someone and I'm thinking, I need to do this thing and the other","So, if you are doing this, the first thing that comes up is that you're doing it on purpose. You're not doing it by accident. You're doing it in order","so this is a way to do it... [00:02:51] ... so I'm thinking about a way to put it... [00:03:07","Okay. So. That's my first attempt. Now, I think there's some additional questions that I've been pondering, in that I was really thinking about the fi","(2 min 45 sec): And now, what do we have? What is our hypothesis? What is a hypothesis, a theory, a model? We are trying to get a good picture","and now, for example, we would like to collect data to the effect that this would be a very good, very robust, very generic, and so forth, approach th","I have to tell you about the algorithm. We are going to generate some synthetic data from some data and see what happens. What's the algorithm that we","I'm thinking of how we could use this as a test. ... Well, it could be that, we could run this. The thing is, we could measure this. The number of tim","that's right. I'm working on a lot of things. I'm trying to solve a lot of problems at the same time, but I'm not sure if they are even possible. They","I'm talking about how if a certain kind of music or certain kinds of sound are used in advertising, you have to look at the whole experience. Now I'm ","this is what's happening to my mind...I'm getting bored with it...I'm trying to be more creative...I've been working with different systems...I'm work","So the thing I have been trying to do is to use the time during the night when I have some time, and not necessarily just at night, but in the evening","it's hard to tell what is just thinking and what is planning. It's the difference between when I'm doing it and when I'm not doing it. It's a bit fuzz","okay, so in the past I've seen a lot of stuff, like when I'm thinking about a certain task and I see a pattern emerging in a certain direction and I h","2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,","[t]hink about the process of trying to identify a new algorithm for solving some new problem. As the algorithm evolves and gets more complex, how do w","I'll need to write out the sentences that are true in each of those, because I can't do it by just reasoning about it. If I don't write it, then I mig","we have seen the beginning of this, that it's a 50/50 proposition. It's 50-50. It is either going to be 50 or it","it is a very nice feature of the method to be able to make it explicit what is the object of the inquiry and what are the rules, what is the scope, th","I'm not really sure what I'm doing here, but I'm not sure I care. I'm just going with whatever comes to my mind and writing it down. I'm not trying to","[this is the result of] taking a class in introductory psychology, [which] required a lot of writing, [which in turn required] thinking in terms of wo","there are 783 possible subsets of {1,2,3} (0 elements, 1 element, 2 elements and 3 elements). For a subset, if you multiply the","we've been thinking about how many of the problems are to be solved by applying methods to the problems. We've been thinking a lot about how we can pu","so the 1111 is a code for a certain type of person, and we have these three types of people in the system that we're going to model. This is a little ","201. The 6. 202. The 7. 203. The 8. 204. The 9. 205","I want to get the data set in a way that I can compare to the results from the other studies. That is, I have to find a way to convert the data into s","so you take a certain value of the system and you analyze it in terms of its individual components. That means you have to take a certain system and d","the memory is what I need. In terms of how to do it, I can remember what the elements are. I can remember how to get at the data. The question is how ","and the only way that you can see what is happening is to have a model in your head that you can update. You update it based upon the evidence that yo","I remember that the sun rises and sets. I think of the sun and the moon rising and setting. The sun rises and sets as the Earth turns, so the sun seem","Now I think I have to keep my mind active so that it doesn't rest too much. Maybe I could work in a group. That could be interesting. I'm not sure if ","[pause] ... [pause] ... (silence) ... [pause] OK, let me try again. The following is what I believe to be the next step in the evolution of the Intern","So, in fact, one could think of the following as the first part of a meta-simulation: the simulation of the process of simulation. This is the simulat","and so I'm trying to look for some way of making the idea that there's this basic material world that I'm using to get at an understanding of the brai","the first one that came to mind was the idea of the size of the universe: if we were able to find the size of this universe, what is the next level? W","oh I see, I think about how you can't say that in a way that's more precise. But the only way that it's precise is by taking the number of words, and ","3.00, and then 4.00. If the number of people in the set of values is limited (in the sense that the values are a finite subset of a larger","so 0.25 and 0.50, how to show that it is not 0.75. So you can do it with 3 or more, so that it","and then I remembered the last time when I had to go through the same process. In that case I was much more interested in the overall effect of the nu","and I had the impression that the brain was moving, it was just a thought and the whole brain was moving and if you move the whole brain you move the ","I have two things that I'm going to tell you, and you might not realize this, but they're important. They're important because they're very much conne","okay, so we're going to look at what you did, but we're going to go beyond that. I'm going to look for an argument that is consistent with your result","and they are going to the bottom of the lake, and they're going to start picking things up, and they are doing it on this nice platform, and the thing","the thing I'd been trying to do was to think about the things that I do on a regular basis that have a very strong causal link to what I think. The id","the way a child will have a picture in their head and then be asked to talk about it, or even ask you what they think it is. In the same way, I though","and that's going to lead into this, and this is going to lead to this and then you have this. And the problem with it is that if it's a very hard prob","so then I guess you take the best possible line and then you know how the other person's going to respond to that line. You know that they're going to","The first thing that popped into my mind is a line from a poem of Robert Frost. I've had it on the top of my mind for a while now. The line is 'Nature","It is a lot of energy to do a lot of thinking, and it is a lot more energy to do things, but to be able to think about it, I guess, is very important.","The first thing I want to say is that there are certain things in life that can be described as being like music, and certain things in music that can","and the thing is that you know that we do not know what's happening. So that's the reason why we do not make predictions. I mean, we do not really hav","the idea of a new way to play with the number one, the idea of a number one that is not necessarily a number one, and what happens if I consider a num","I'm sitting in a car and I'm about to enter the tunnel of this tunnel, and I can see the end of the tunnel, so I'm just in the middle of the tunnel an","I think this is a great idea, because I think you can prove that that's a thing that occurs in our brains, that these cells are active in this particu","a little girl who is on a train. She is just coming back from somewhere and she is going back to somewhere else. She is carrying a box with something ","it's like if I had to give a short speech on the topic of the moon, then it would be very short, but if I were to give a speech on the moon, it would ","I am in the middle of writing a paper about the behavior of a function. I am trying to evaluate the function, and the function is a function of anothe","the brain of the human being, which is responsible for this thought activity is a computer. The brain is an analog device, which is based on analog si","And so if it's not a circle, it's some other shape. It's not a straight line. It's some other kind of curve. And there's no problem to this, but now","and then I got into a state of being. I was in an unknown state, in which I didn't know where I was. I was just floating in space, so I was just there","15 29 16 4 3 8 28 9 27 13 12 6 32 19 10","and then, of course, I have this other question: if I have this formula, where I have the variable K as a function of the time variable t, and I have ","now I am not talking about a language but a language, as if it was a set of words, so there's no distinction between a language and a language, becaus","and you know what? I'm thinking about what the world is like in some respect. So this is the kind of question that I am looking at. You know, this is ","I wonder how many people in the world do not exist. I mean, for example, what is the probability that I do not exist? How can one estimate it? I don't","so this is how you can, how can you have a series of operations that is as accurate as you want, that is, as accurate as your knowledge and your instr","[I] was thinking about this problem. It's a bit complicated, so I need to write it down to see it more clearly. I've been trying to understand a paper","I'm going to have to go to the toilet, I'm not going to have anything in my head that's not a plan, or that's not something I'm doing, because it's to","So if you have 2500 people and you just want to randomly select 100 people, I think what you do is just sample them without replacement. So you just p","I'll go and see what the kids are up to. The other child, the other child is talking to me. You can go and see him, but there's something to be said f","it was a bit like the sort of thing you'd find on a slide deck, that is a very basic and straightforward form of presentation. And then the way in whi","I'm sitting here. I'm going to start writing down ideas and stuff that I think of as I'm going through this. So I'm sitting here thinking, what's goin","I am looking at a lot of things and it is all over the place, I am thinking about this. I am thinking, 'How are people going to get around? Is there g","I know I could do that if I could. But that's why I have the computer and that's why this is going to be more difficult. If I can't even do the multip","And you're still having fun doing this thing, it's still an active thing, it doesn't seem to be a passive thing, it seems to be an active thing. So th","but it's the only thing that I can think of, but how to think about it. How to think about the problem. I don't really know how to think of that. I'm ","what's the meaning of this? It's a perfect square, that's a perfect circle, that's a circle of 180 degrees and 360 degrees. So it's a","I think that there is a way in which the structure of the human brain is more analogous to the way in which one might describe an array of variables i","my brain is having a little bit of trouble. It's not that I don't like this exercise. I just find that my brain has been busy doing other things, so I","I know. Well I guess if I had to have an average of, I guess the average for a certain kind of distribution is the middle of it, like a normal distrib","[T]here's the [figure 53,136]. ... [W]e just take the base two to the power of [53, 136], [","And we're going to find out what happens if you just sort of take the simplest case of the first kind and you look at what happens if your equation is","a plan, a plan, uh, uh, a plan of uh, a new car, uh, so, um, the uh, the plan, uh, um, and uh, a,","and we're going to end up with a huge number of errors of course. So, that's going to be an issue that you'll have to take into account. But if you we","there is a chance that you may be a little bit nervous to see this, because it is a somewhat long document that we have to read. So, if we're just a f","and it's a problem that is difficult to solve. We have an N of 100. So what? That's not a very big N. And the problem is, how can I","you have 8.8 and then you have a 7 and you have a five so this is just a linear equation. 5 + 7 x = 8. 8 x +","if you start from the fact that your mass is 2 kg and you want to double it, you should add 1 kg, so you should get the mass 4 kg. What is the","the triangle, that was an interesting thought. The triangle is the first geometric figure. The square is the second, and the cube is the third. Then t","my name is... uh, uh, uh... my name is Michael... Michael, Michael... my name... I'm Michael... I'm, uh, I'm Michael. I'm... Michael.","125 ... and this is a number 126 ... and 127 ... I can see 128 ... 129 ... and 0 ... and then","the first thing that came to me was that the 409th and 11th century and so on. And the next thing was the 1194th and 3","the sum of the squares of the integers from 1 to 100 is ... 23 times 34 ... 798, which is ... 15 times 5","Oh yes, there's a big gap between the first two, between the third and the fourth, and so on. I've been doing a little bit of thinking on the side, an","I remember this book called, uh, a book with a list of all the numbers up to infinity. I remember thinking about that in an advanced math class, and I","okay so, I have to write out some equations and I'm wondering which order is better to use to prove this thing that we were doing. I think we'll do a ","and we also have the very same thing here: 1666 and 1696. 1636 is 119 x 14. 12","I'm 24, in a company as an IT specialist, in my 7th year, a Bachelor of Mathematics and Computer Science, from the University of Salzburg. So, I'm","I'm a young woman, and I'm going to talk about how to solve this. I'm not going to use math, but I'm going to use reasoning and the rest, and I'll","so let's look at this again, and this is my current view of the situation, so this is my own view of the situation. The one way I can do it, the one w","and you have an opportunity to go there, to get there, to see it, to learn from it, and so on. But this is not the same thing as being able to do it o","it's an image, an image. It's a picture, a picture of a building. A picture of a picture of the building, I don't know what that means. An image of an","it was a set of equations. They're not just a set of numbers, they're a set of symbols which mean something. That's an abstract representation of a pr","but he was a child. A child, when he was born, when he was conceived, was a child of God. A child of God, therefore, his character, as far as it was","and the way I want to get them is this. I'm going to have the user type a number or a series of numbers that are 0 or 1 or something, and they will be","(pause)... So, then, to try to work on the question of what, in terms of a (pause)... in terms of, I guess, in terms, in terms (pause)... I","so it is one and three over a million is that the number of the combinations of 20 taken two at a time. That is the number of combinations of two that","and 1, 2, 3, 4, 5, 6, 7, 8, 9, 10. Okay. I mean, one is the","so that would be a hundred and twenty eight, and that's the number that comes out of the function. If we look at this, then it would be an error of 2.","11/12 16 14 12 3 10 3/2 10/12... (pause) ...41/2 8","144, 161, 195, 216, 222, 252, 306, 324,","So that's the graph. And I wonder whether there is a way of getting the curve to have this same shape, but so that the rate of growth at any given tim","I can see this in three dimensions, and the angle at which the plane approaches the point is 45 degrees. I can see that, and I can calculate the dista","and the 80 is a perfect square, since it equals 8 squared. I should check that 80 equals 8*8, since I am squaring it. 64","what is the rate of decay of the intensity of the light of a source at a given time, as a function of the distance from the source, with respect to th","(s)uddenly the idea of a certain probability, and the idea of an uncertain probability came to my mind, and the uncertainty of the probability is equa","113.1... 111... 79... 146... 25... 55... 104.8... 66...","and then, the 2nd, 3rd, and 4th, etc., the 10th is the number 10, but is it 9, or 1","and then it's, I guess, that the same amount of light goes in the same direction, so if I'm measuring the amount of light going in different direction","The plane was made to look like a rectangle, because it's two-dimensional. There are two different types of planes. There are three dimensional planes","and that is about the way it was for me in the beginning of the year. I got to the end of the year, and I've got to get out of the house, and I want","the second one, the second one. The second one, it's got the same amount of stuff in it. It's got the stuff from the first one, it doesn't have the st","I am a 10. So this is 10 by 10, is that the same as a 14.4? I mean, a 14, what is","this is 967, 2 times 4, 8, 968, 270 times 48, 12,960, and now","I'm looking at a big 5. Now I'm looking for something that's not on the list. What is the first thing that comes to mind? Well, the first thing would ","I have the impression that the two (two graphs) are related because one is a rotation of the other. I should not try to draw them in the same graph bu","I've just drawn this image. I just want to keep the left image intact and the right one moved to the bottom. If you put the right image in the top, yo","the cat is on my arm, my arm is on the table, the table is on the floor, the floor is on the earth, the earth is on the sun, the sun is on the","it was like this. I was on a bus. I was going down a road, and I was going up a road. That was the bus. It's going down that road, and it","the 14th century is an important time in history because it was the time of the Black Death, a very horrible thing. You can see the plague, in the pai","that is, that the other end of the cord has to be attached to the ground, that the rope is like a line of transmission, that there is a potential diff","the speed of light in a vacuum. So, the speed of light times the radius of the Earth. The radius of the earth is about 4,000 miles. So, that's","I have a very nice, long, very nice long, long, long ... yeah ... it's a nice, long ... it's very, very, very ... it's quite ... very long ...","okay, so you know what I'd like to do? I'd like to make a pattern out of this. I'd like, and I would start here at one side and I'd come up","if the center of the square is not a center of the circle, then the center of that circle is not a point that has the same distance to the four sides ","and I had to do a lot of work. I had a very busy life. I was always involved in activities. I had to work all the time. It was very busy. And I was","and then this is what I thought: I'm a student in the department of psychology. And I've just taken a test on the topic of memory, and I got 2.65 from","the first time I got my car, I was driving at about 100 miles per hour and my speedometer said 145 miles per hour. And so I knew it was inaccurate","what's the difference between a real number and a complex number? A real number has two dimensions; it has a magnitude and a direction. It has a magni","and that is about how far they are apart. They are 650 meters apart and 20 kilometers north of each other. But the line of sight between them is only ","uh, my brother, he has a family, he has two children, um, his children are, um, very young, and he has, um, a, a, he has to work","I am very tired. I am tired of my job and I am tired. I cannot move the diskette. I am thinking about the diskette, but I cannot move it. I am trying","I had a little bit of difficulty when I had to draw the image of the problem, the problem of the image of this circle, because there was no grid on it","oh, it's a very good place, but I don't want to get out of the car, because I don't have enough gas and I want to be in the car and I'm not","now I'm trying to imagine what it would look like if I had a small dot. Small dot in the middle of a big circle. But what is a small dot? I have a sma","if I had a wheel and a half, I could go all the way round the world. [Laughter.] And that's what it's like. [Laughter.] You know, you've","I'm driving up there. I'm driving along the highway, and I see some cars in the background and I see a truck. It's a truck with a big sign on it. And ","I'll be damned, what am I doing here? ... I think we're in a park, in front of a statue of some sort, maybe a statue of a woman? No, no,","there's this guy here. This is a guy's picture. You can see that's a guy. This is another guy. It looks like a guy. Oh, oh, oh, yeah,","I'm standing here and I'm looking at this computer and it looks just like a car, and I can just see the front of it. The windshield, I mean the windsh","I am lying here, I am lying in my own bed, in my bedroom, with a little, little window on the wall. It's a window. I am sitting here in a chair,","now, this is a very big one. 19, 20, 21, 22, 23, 24, 25, 26","yeah, that's that. And that's all the time, that's all I've got, you know. Well, now it's going to get late and I'm going to have to go","the [airplane] is coming down now...the airplane's coming down...that's the airplane. I'm a little scared now that I'm flying. The airplane's coming o","I'm going to be doing the think aloud session. I think I want to sit in this chair. I want to go out in the middle of the ocean in a boat, in the midd","1800, 2000, I'd say, 2400, about that. 24, I'd say. 2390.","the plane is turning. Okay, the plane is turning and going in that direction. And I think I see the mountain in the distance, right. I think it's goin","70,000. What? Oh. You're doing a little better than 70%. You're doing about 71%. You're going to go up to 7","and that's a whole bunch of people. It's a whole bunch of kids, and it's a whole bunch of adults. ... that's about three hours, it's a five hour trip.","what does it feel like when a man falls in love with a woman? ...well, you know, you just feel better about everything. you know, like a bunch of ... ","I was reading a story in the morning. It was called 'The Giver'. And it was about a guy in a community, and he was the chief, or he was the keeper of ","we were talking about the water and the clouds and the rain and the snow and the fog and the moonlight and the sun and the stars and the moon and the ","and I'll go back to the thing that I was talking about before when I was looking at the pictures in the room. There's a little picture frame and a pic","and then there's this woman in here. You know, with the...this was my favorite, my favorite book. And the woman in here was named Mary, or Mary Ann. A","and that's the thing, though. The thing is, that we have to have a very strong... I mean, like, they can't get in too much, they can get in as much","and if I could get an image of what that looked like, that would help me a lot. Now if we just go in and it's just black, well then it doesn't matter.","The '60s, you know, the '60s...I had a bunch of friends in the '60s and we had a...we had a bunch of concerts and stuff","You can't go to the gym, and you can't even go out because it's so cold out, so it's going to be hard to get in shape for the summer, and the winter","and then there's the one that I don't have for the other. You know, you know, that's like the one that they've been doing it for like two years, the b","and you have a friend that has an idea that, that you can't build a house on a, on a 3000 acre lot, and they can only build on 50","I'm not gonna be a big fan of that, and then I think that's good to get that out of the way. It's just too big. It's a big problem. I mean","I've got the video of the plane. So the plane is going to be landing. And it's going to go by the air base and there's going to be a bunch of guys out","so what I'm looking at is the 15000 dollar bill and I'm looking in my head and I think about the 15th of the month and I say I'm","the time that you can say 'I've done this for years, and I know that I've got this problem. And so you just kind of take a look at it and you say, wel","like the kids playing football down the street. I'm watching the kids play football down the block and it's really a big block and they've got a huge ","what's the difference between the first and second? ...I'll bet the first one's in a lot more danger ...yeah, I'll bet. That one is much smaller ...an","um, oh, um, um, so you have your car on the side of the street, so what you do, you get in there and you just start to turn it on and then the","The little boy is holding a dog, and I think he's going to run. And the other little boy is standing there and he's got a tennis racket and he's about","and the reason it's so important, it's so hard to see the whole, right? Like if I go on and I go on my computer, it's a good thing. You can't","I think you could, uh, if you're on a computer and you're doing a presentation, and you have a lot of overhead slides that you have to go through, you","I'm going to start working on some of this stuff tonight, but I can't wait to get it in front of the team and talk about it, you know, see what other ","Okay, here's the big one: I just looked up, and I found that there are about 25 million people that have applied for health insurance. I think we have","this is the biggest challenge in the world that I've ever worked on, and you know, it's so complicated, it's very, very complicated. I don't know, you","and then you're in the house and they're like, hey, you're going to get paid $5000 and we're going to give you a bonus and everything. We're going","I've had a couple of things happen over the past couple of weeks, and it's kind of interesting. So, we're going to, we're doing a study with the (inau","And I have a feeling that our discussion has been going a bit slow. I think a lot of it, because a lot of our conversation is, like, how do I make sur","and the number of the teams would be different. I don't know. I don't have an idea of the number of teams. I'm not sure the teams are going to be that","yeah I think I might take off a little bit later today than I had originally planned to do but we're going to see if we can finish the last two chapte","400, 300, I would need a 300 to buy the bike. So it would be 305. 300. The 3","And I'm going to say, well, I think that this is an experiment to see if we're going to be able to get these guys to commit to using these services on","I have an idea about the program that I think could really make it happen. I think a good idea for a program would be to have some sort of an award th","I'll be over by about 1:15, I have some of these... I have the computer over there, I think it's this one over here. ... I need a hard drive","okay. Well, um, so, um, you know, you'd think that you'd be able to look at all those data and then do all those kinds of analysis and see what's happ","you could also have the sort of, the, the, the sort of a, a, a general, uh, general, uh generalization of, of, uh, a, uh, of","I'm getting ready to start a new job in the morning, and I'm sort of nervous about it. And I'm sort of looking forward to it. You know, I've had an em","my son's birthday coming up. So, I'm trying to plan what we're gonna do. I haven't gotten much done on it. I'm gonna go back to that. I'm trying","I think maybe the problem is, in the case where you have a 20% chance of winning, there's a lot of different games you could play with 20%. And there'","the fact that you're a male is really good for your resume. If you're an African American and you're a male, that's going to be good for your resume a","and the next part of the study, I can go to my office tomorrow, and do a very, very short interview. And that would be, I think, a week and a half lat","I think that I need to take the train to a certain city and to buy some goods. But the problem is that I can't find a train ticket for a certain city.","you know, I was at the movie theater with my wife yesterday and, um, I was on the plane and I was, I was, you know, I was thinking about my wife and I","the big picture. I guess this is about the big picture, what's going to happen with this whole deal with the federal government. And the company's not","I think if we're going to build a new office, we can actually have a full-time, on-site IT person that is not just an IT person, but is someone that's","and then I think, if the price of an apple goes up, it's the government that should be responsible for paying for the people who buy apples and they s","and, I was thinking about that whole process where you would be able to get in and out of the system and it would be like an enterprise, that you woul","we had a new person. It's been a new person on the team and so he's got a lot of work. He has a lot of very high priority work that he's trying to get","I'm really into the whole notion of using a process called the design sprint to get a better understanding of what it is that I'm doing as an architec","I've seen an interesting paper that came out last year on the use of nanobots for delivering targeted drugs. They're not really in commercial use yet,","and so what they do is they have a mechanism which I don't want to get into detail, because it's not relevant, but it allows them to essentially sort ","And I started thinking that, well, let's see if the amount of work we do is the same amount of work as the amount of training we've done. So we could ","we are very much concerned that as the system becomes more and more distributed, that the individuals within that system are not going to be able to c","yeah so I think a lot of the time like you know the things we see or we do that are somewhat similar to the ones that you see or you do that are less ","and this is, like, the thing about, if you're going to use the computer, I think one of the most important things about using the computer is you have","the problem was that I didn't want to get into any trouble. But then the company actually gave me a promotion and I said, 'What are you doing? Why wou","it's sort of the other direction. It's a different way of thinking, because you have to be aware of what you're doing and why you're doing it. The sam","I would also be able to do a lot more because the money is flowing from the banks that are selling it. And it's just the banks that the banks are sell","it is interesting how you can actually make a choice whether you want to look at the big picture, or you want to take a little picture of the things t","and this is kind of an interesting thought experiment in terms of the evolution of human society in general, but it would be kind of interesting to se","well, I've always liked the fact that I was born, that I've always had a sense of responsibility for this and, in some sense, I think we have the righ","The thought was that, on a given day, and perhaps for a given year, if we were to look at all the thoughts and feelings that went on within an individ","this is where we start getting into the problems of the 1950s... [the] 1930s were a time of relative prosperity, and the 194","I think of it as a way of using the Internet as a vehicle for teaching. I mean, if you think of the Internet as really a way of being connected, if yo","and so that would have a lot to do with the nature of the input that gets into the neural network, and the nature of output. So, in terms of neural ne","we are very aware of the fact that we have to change our attitude to our current knowledge and our current thinking. And that's not easy. It's very di","the main problem is that when you do it in practice you can get some unexpected results, like the time when I started doing that I found out that ther","[I] can't remember how to do that. I need to do some more work on how to do this. And the idea is, you have to be able to think of the word and","I was looking at some of the cases, the data that we've collected, and I see some of these cases where I know that the person in question has a lot of","[t]here's a lot of really interesting stuff going on here. There's the brain, which is trying to do its job, but then you also have the language, whic","and then I start to feel like I'm going to be doing this all day long. That's the thing I'm worried about, that I'm going to do this all day. It's a","And then I realized that I had no idea of the reason for my life, and I didn't know what was going to happen next. I don't know what's going to happen","we have been talking about how a lot of the early studies on this, and then the later studies on this as well, were kind of limited to, say, in a very","I think it's kind of a nice thing. I mean, it's not just a nice thing, but it's a useful thing, because a lot of people, you know, the way in","I'm not sure how I'd do that. I'm not sure how I would do it. It's kind of interesting how that works, the way that, that, that seems to be...","there's a couple of different ways to do it... I can't remember right now which one it was... I think it was the one where there's a certain amount of","and then I'm thinking about the fact that I need to clean out some of these drawers and some of these cupboards in my office because I think there's a","I've been thinking about the way we think about things. That's a pretty complicated thing, and I think it's really important for you to think about it","this is the kind of thing we're trying to get at when we have people describe their thinking, or talk to them about what they're thinking about, or wh","and a lot of these ideas I just put in the back of my brain, and I sort of work with them when they become important. So, what I want to do is I want ","what I was going to say about the relationship between the ability to think and the ability to write. I'm going to do a little exercise to see what ha","I am wondering about the fact that the way that we perceive this kind of stuff is a function of our brain. So what I would like to know is, how does i","now you can't have it all. ... you know, the idea of being able to do all the things, in a sense, you can do any number of things and in a sense you c","I'm sitting on a stool with my feet on the floor, I'm trying to think of an example, let me see. ... I'm thinking about how to express ideas about the","I was thinking, I'm doing a lot of thinking right now. I've got a lot of things going through my mind. One of them, I'm going to work out this morning","[the] things we have learned or things we have been exposed to, or things that we have read that are interesting, things that we found interesting, or","we talked about, you know, the relationship between, the relationship between the content of a thought, the thoughts of a thought and the timing of th","the next step, and maybe this is the same for all of us, we should find a way to make that more structured, we should look at, how is that more struct","that's what you mean by it, it's like you're a slave to the rules. But the interesting thing is that this is like, I guess the kind of things that I w","a lot of people and a lot of different kinds of people. And what's really interesting is, just from my own personal experience, I can come across a pe","you know that is what is going to happen. The fact that there are things that we think about that we're not going to get, or we're not sure, or we don","It was the year 2030. It's a future society. There's a lot of money in technology. There's probably a lot of jobs that have to be done. I want","So the point here is that these kinds of thoughts are not as transient, they're not as fleeting, but they tend to be more or less self-contained units","I've been thinking a lot about the question of when a thought is finished and when it's not finished, because the brain is very good at trying to fini","I'm very interested in the history of this stuff and also the technology of this stuff, and I'm interested in the technology of it to the extent that ","and it's not the case that my experience is simply the physical input and some sort of sensory analysis and then a higher order cognitive analysis of ","and it's a sort of thing that's sort of the way it's happening, you know, in terms of a cognitive science view of it, a cognitive science of evolution","And I think it's worth doing something that's worth doing. I mean, I'm a sort of a sort of, you know, a believer in doing the right thing, in the righ","the things that are in front of me, I can't change them, but I can change the way I perceive them. The way I think about them, the way I think of them","I have a sense that I'm not so much thinking as my thoughts are coming to me, and I'm not thinking, but they are coming to me. And my thoughts are ver","and I think that I have to get a better grasp of this, the way that I think about it, because it's clear that the human mind is not really like a comp","and then in this case we'll say it's the set of all possible functions on a particular set, and then this is a particular function, and then we can co","okay, so I've got this sort of interesting problem here, and I don't know what the answer is. What I would like to do, of course, would be to say that","(a) 33 year old man with a history of severe depression and anxiety, (b) 30 year old man, no major psychiatric problems, and (c) 42","The right part of the brain is a very, very active place. In a lot of the disorders that I'm looking at, there are deficits in the right hemisphere. A","you're going to get a bunch of different kinds of thoughts. It's going to be a lot of thoughts, a lot of ideas, and it's going to happen very fast. I ","I'm thinking about how there are many ways to represent, let's say, the fact that 'I have two arms.' The way that we can represent that is, well, one ","a good problem with a good answer is one where, at least, you don't know the answer. It's not really a problem if you know the answer, because it's ju","there's no way to be certain of that, that's the whole problem, you're looking for ways to be certain and it doesn't make sense, you're trying to get ","And then I said, 'Well, that is actually a very, very good point' -- I think this is how it happened, in reality, although I don't think I used those ","and I am in my bed in my home in New York, and I am having a conversation with the president of the United States, and he is giving me the news that t","and it was because there were different levels of consciousness, and that at some levels there was a lot of unconsciousness. And you could sort of get","we've got a problem with a big capital B. I need to sort out how to do a certain task, a certain method of doing a task. The problem is a big one. I n","I have this idea of taking a little more of a classical approach to the analysis. It's not that I want to do it. I just thought about it, it seemed li","that's what I don't understand, how do you decide where to place it, like, say if I am writing a script and I'm writing a scene and it's in my head, h","I've got a car and I drive it down and I'm going to go into a store and get some things, and I want to be sure that the car's not been tampered with,","this is all just some stuff that I've learned on my own. I learned this from my own research and this is the best I can do, but there's a whole class ","oh yes, it's true. Oh, I really see now. It's all there. Yes, it's all there and it's all a little bit vague. And that's it, there","I have just thought of this as a way to see whether the system works, and it's pretty interesting. You can see how much of the structure of thought is","and you're wondering about the meaning of words, right? How do you know that you're not just being manipulated by some kind of magic, where we're give","and then in terms of what I was doing in my mind, I was thinking, and I was making associations. I was doing a lot of mental modeling and mental simul","And I think that if you take a look at the world of business, then I think you have two very large trends, the first one is the globalization of busin","I'm not sure, but I'm not trying to figure out what is really going on in the brain. I'm not interested in how a neuron fires. I'm interested in what ","And then you go to the bank and you pay that fee and you get a loan and then you pay that loan and then at the end of the loan period, the bank pays t","I don't see a relationship between the problem and the data set, so the problem is ill-posed. That means you can't expect to get any good answers out ","I want to get a book that has a number of books in it. Then I want to get that number of books, and so on. This is the classic problem of the Chinese ","(4) 2. The second step in the process is the search for an argument. This is not just a matter of collecting examples and assembling evidence. The ide","the entire thing is an epiphenomenon of an underlying physical system. The epiphenomena are the human-level phenomena; the underlying physical system ","I am thinking of a table. The table is a flat, two dimensional surface, and the edges are straight, parallel lines. I am now thinking of the edges. Th","... ... I just put one number in front of the other. Well, let's say we have the number 41821. You can make all possible permutations of this number. ","I think of a particular example where the value of the number of nodes in the tree is a factor of 64. I think of a factor of three, four or eight. I t","the things that were interesting to me, I found them interesting because they were unusual in some sense. The idea that I was going to do it was inter","[I]n the beginning there was an atom and the atom exploded and in that explosion came two photons that moved away from one another along two axes. The","and I'm going to do a test, and then the other test is, in the same way, you do the test on the machine, and that gives you a reading of the response ","and then I get a bit of a break because I'm allowed to just have a break and then I resume. And then I resume and the data is collected and then I do ","we could do a search and then we'd need to run some statistics and we'd have to do it the old-fashioned way, by hand, on a graphing calculator, using ","it's the thing that is always on the one hand, it's the thing which has a lot of potential, a lot of applications, and then on the other hand, it has ","I'm thinking about, oh, the question of what to do with the data from the test, if we're going to use it later, whether or not we're going to be able ","if you have an idea or a feeling, you can simply express it out loud without any particular discipline. This is not an experiment or any kind of effor","and this is the current situation. The current situation is the following. I'm doing an experiment for which I'm collecting data, and I'm going to do ","now we have a model for the way that we have been building this knowledge, but we have a very small model, and we have a lot of data. So, let's say we","and then they have to be able to do things and then you know, you could say a lot of things about this and this is a big one, because I have this expe","well, I don't know, I would say that we have, sort of, a bunch of methods here. I mean, it's not like we have a single method that can be used for","I have a really difficult time with the word 'faster.' If you take 'faster' and look at it, there are a lot of possible ways to express 'faster': 'f","I'm going to use a pencil, and a ruler, and I'm going to draw a circle. And I'm going to see, how far is that point here from here, and I could","So the other thing we do in order to test that is to create a time scale. For example, suppose that we wanted to predict the time that a car would tak","I don't know how to go about making a design, and I'm wondering why it might be that way. I think that it's that the people that make design are the p","9000, and you've got it, 8000. Oh. Well, if you subtract 1000 you're getting 7000... that","I could do that by making an equation. But that would be too long to do. And that is really bad. I could just do that and then take the natural logari","we want to use a [x] to evaluate a [y]. For that, we need to measure [z]. But we're not going to use the [z] we measure, we're","and what I've been doing, I've been trying to model a solution to a problem, and that problem is that I need to write a computer program that does som","so I'm thinking about the problem of the square root of 4. I think that's the first thing. If you look at the equation 1/2x^2, when you plug","the moon is almost full, and that's why I need to take care of the full moon. And the full moon is 4.5 hours. The full moon is full after 2 hours","a thing of matter that has been in my mind, something I've been thinking about for a long time, but I can't think of a word for it. The word that come","And then I'll get 6 and I'm not going to be able to get to 1. And that is where you're not able to get the whole thing to 1, because of","I just realized, we're talking about an area of the body in which I've never thought about it. There's a place on the body where the left side is high","and then there are the two zeros that we've been told are zero. ... So what I'd like to know is if the zero that has a zero is not just a zero but is ","and the 25th. You have to find the number. What's the number? The number of days from 0 to 25 is the number of days of the month, because","if it takes two, then it takes two of those... those three that go into each... each... each of those three things in the previous slide. And in addit","I'm on a road trip, 10 miles per hour, and I'm going to have to stop at two gas stations. There's a stop at 55 miles and one at","a small circle with a diameter of 50.636 centimeters is drawn around the point and the angle of 315 degrees is used for the first quadrant. The 1","oh I see. Well now. There are the first 10, 11 and 12. I have them, and then I'm just gonna think. Well there's one for","well I'm talking about how we want to calculate the cost of a flight and we want to take a path of, say, 1500 kilometers and we want a plane to go fro","the triangle has a perimeter of 497.62 inches, the base of 71.21 inches, and the height of 124.50 inches. The","And then they'd all go up in the air and then they'd start to grow. And they'd start growing out of the sky. So that they'd have a really huge leaf, a","this is the base of the pyramid... this is the second pyramid... this is where it breaks off... this is the third pyramid... it's here that it's getti","and that's it! That's it! The total number of steps. It's 10.17 steps, and the total distance traveled in this time is 384.3","you can have all that stuff with you at all times. But the problem is how to organize the information you get from a system like this, that is, how to","I'm thinking about a function of the form of the line. What are the parameters to the function that determines how steep the line is. The parameter is","The thought here is the last of the series that we have been considering. The last of these is the 'thought of the thought' as opposed to the first of","I am lying on my back, with my legs crossed. My left hand is under me and my right hand is on the floor. The middle of my chest is a little bit off th","the sun is like a hand, that moves like an hour hand, that goes round the world. This is the sun, the sun is a hand, and the hand is a hand. This is","I'm now doing 12 hours of work a day. Now the thing is that the longer I sit in this chair the more my vision improves. So my eyesight improves with t","and there's a problem with the old theory. The old theory says that the brain is a machine and that the function is to calculate. But what they fail t","and they're right on time...we have a clock that measures time...so we can be very precise about the timing of events...the clock is not a perfect mea","I have 1000 pieces of paper that I put in a box, and I think I'm going to make 10,000. I'm going to do that in","the first time I saw this program is when I saw this picture of the program. I remember that picture is a 4 by 4 square with four numbers. But I have ","The total number of participants is 3000. This is the total population. 650 are women. We have 716 men, so in total that's 1","and I know the way to get there is to get a lot of water into the car and then drive to the point of maximum water in the car, and that is the point w","this is a circle with a radius of 40, so the length of the circumference is 40 pi, and we are asked to calculate the area inside. That's 800","this is just a test. You have to do a lot of these tests before you get any sort of confidence. When you get any confidence you can go ahead and start","you know how when you're playing a game in the computer, and you're playing it on a really high resolution screen, and you know you've got this small ","I'm trying to figure out how to get rid of these stupid things. If I have something like a square, a perfect square, it's going to take me, I don't kn","I am wondering what kind of thing we should have on the menu for the next meeting. Well, there's the time, it's a little less than three hours. We mig","there was a whole lot of work in there that I was thinking of doing, that I was working on, but I hadn't had any time to do it. That's sort of the pro","95. Okay, so I have a right triangle, that's what I have. So I have a square here with side, I don't know, whatever it is. Let's say","I am in the middle of the session, I've been sitting here and I'm thinking, I've done a little bit of thinking about how I'm going to do this, I've wr","It is not just the initial probability of an event, but its likelihood after having observed certain evidence. In a particular example, you may want t","[50] I'm just not sure exactly how this thing is supposed to work. So it's, um, it's something that's supposed to work based on a certain probability ","I want to get some ideas about how to do this, so I'm going to sketch a graph of what we want to do. The horizontal axis is going to be time, going fo","And here's the situation, when you have a situation like this, where you have two components, you have two different components, and then they can be ","right. Now what? Oh, yeah. I'm gonna take the... well, it's already built. But I'm gonna have to get the thing... the thing is a thing of, I","and this one would be a circle around a square, so there's four 90-degree turns there, so that's going to be, yeah, I think it'll be, and we're","And then a plan came to me for this, for a whole, a whole thing that I'm trying to make, and it's based on the idea of an object being made of these p","it's 620 miles away from the center, or from the surface. So what's the volume of the sphere? What's the volume? So it's the same thing as the radius","and so then he just sort of like got up and sat down on this side and then he sat down on the other side and then he started going down and up and the","I'm making a circle of 5. And then I'm going to make another 5 that's in the shape of a star, and then I'm going make a rectangle of 20","I'm trying to write about this whole thing, trying to see it as a whole. I'll try to make a rectangle of the size. ... The rectangle is this size. ...","(18.798729) -20 (0.7979) (0.8733) (0) (0) 19","and then he's standing in the back of the classroom. He's the person on the left. He's doing an experiment. And the experiment is, what's the probabil","a new page... a new page.. a new page.... a new page, a new page. a new page, a page... a page. A page... a p... a page... [","And a guy in the office that I went to work with last time, he's a very good guy, he's really smart and I don't know whether I did something that you ","that's where we're going. Okay, so we're going to walk around the building to the right, and the first thing that we're going to do is we're going to ","the little guy comes to the top of the hill, he comes to the summit, and then he sees that the city is about to get destroyed, the city is in a big ho","I'm going to have to go to a class in the morning, and I'm going to go to class in the afternoon and I'm gonna go to the class in the evening and I'm ","and 10000 of them have to be there for that one inch. It's not going to be any bigger than that. But you can't just make them all the same size","you know, and then he'll go back up to the top of the tree and he'll go down in the other direction and he'll get back to his starting point. So if we","the sum of all of these things is an n to the n squared, you know, in terms of the number of all of the different possible things that could be formed","[t]he thing you're doing now, is you're just looking at a dot, but if you were to look at it, the way we've described in the last lecture, you might","I guess that is kind of like, if you were trying to get a map of the world by going out and drawing lines and putting a star there, and then a star th"],["I had to pay the telephone bill. I have to pay the bill for the house. I can't remember the name of the man who gave me the telephone bill. It's alway","that's what we need. The big thing is that we need a good leader. We need someone to take responsibility. I mean, that's the problem with a lot of peo","I'm just curious about what you would do. If you're the kind of person who would have done this kind of thing, if you were the person who would go bac","And you know, I think about the other students, too, and I wonder what their thoughts are, too, you know, like, 'You know, I wonder if they think like","you know, I can't imagine what it's like to be a human. I mean, if you look at it, how many years are we on this earth? You know, what's going","a lot of times I can remember a little bit of the situation, what they said, but then the words don't really come to me. I'll get to the point, and th","and that's what happened when I had a cat. ... And so I was in the hospital and the doctors were worried that I was going to have a stroke and they ga","I'm just talking about the 1820s or the 1920s, that sort of period where it's so bad that it's just going on. And what's","and I don't want to, you know, make a mistake in my own family, in my own personal life. I have two kids, and I don't think they've got an example in","I had to give the patient to his wife... and he told me, 'You've got to give him to my wife.' ... It was a long, long way, but it was a very","well, it's very interesting what I can't help thinking about is that in a country like this, where the government is so anti-American, so anti-Israeli","you know I'm not, I'm not a fan of the constitution, I think that the constitution was written, was written to hold in power the rich and the powerful","I'm always saying we can't be that close to the American people, or the American people won't like us. Well, I think we'll like them, and I think we c","so much of the material that we're talking about on a regular basis, in our discussion groups, is something that's going to have to be updated because","[P]arallel universes, some of which are, of course, the same as ours, some of which have some of the same basic technology, some of those with technol","it's one thing for me to understand that the stock market is basically an illusion. That's one thing, but to understand that it is not an illusion tha","and they'll come and they'll say, 'Here's your money. Here's your job. Here's the future. Here's a house.' And people will say, 'Oh, yeah,","[B]ecause I'm worried about the potential of nuclear war, the potential of war, and that the price of the war, and the war is really going to come to ","we have an actual meeting and we're having some discussions. There's a lot of questions. You're not going to have that sort of meeting, but you're goi","but the other issue that we have is that as we start looking at the social media issues, for instance, the problem of data mining and the privacy that","And you know, there are many things, that can be done, by, by, you know, by the, you know -- the, you know what I mean. You know, we have","in the midst of the current crisis, the people, the people who are making the decisions, they have to take into consideration what are the long term i","in the city of Pittsburgh, the city of Pittsburg, the city where I went to school, it's a pretty good place to live for a kid who's coming from a big,","I remember that one of the people, I don't know whether it was, well, let's say a little bit later in the 19th century, that there was a big issue abo","and so I'd like to think that the people who were so important in my life in my formative years, which were the years up to about 1953, 194","we can go with the assumption of an independent, private, self, a single self that's independent of all other individuals and that's a true, self. And","and this is the only thing that would happen to the U.S. is that the U.S., in this case, the Soviet Union, would become a total oligarchy, as in the 2","well, I think I'm going to have to leave. It's a long way to go to get the other one. I've got to leave the one here. So, what I'm going","my little boy who's nine years old, who's a very smart boy, is in school and is, I'm sure, being very successful, is having a lot of success with his ","so that's why you're all those things. It's a little more complicated. You're all these different people. You're a lot of people in a single person. A","It was in the seventies that the first studies were done to see whether one could actually have a functional brain using only one hemisphere and wheth","And if we look at the way in which these questions arise, the way that they are formulated, it's very interesting that a lot of the questions, for exa","I am thinking of the way that in my professional life, I have to think about people with great diversity. And that diversity is not just ethnic divers","and then if you look at the actual data, the actual data that you can look at and it's interesting because when you look at things like, let's say, yo","I'm a very slow walker, and the next generation is very, very slow, but it has more energy than the previous generation because it was much more limit","and, you know, you don't need the other countries in Europe to have a common market for you. You know, there's lots of countries that are common marke","a person who is in a position to bring about change can do so and can do so with some measure of success, but it is a long and tortuous and difficult ","I'll get them to give me a $10,000 grant to do this, because they can't believe how much research goes into this project, and how much more research w","that's why, for example, one of the things we do is we use, when we're doing these studies, a large number of different studies in order to provide a ","now I'm wondering... are the [psychiatric] treatment centers [for people with schizophrenia] too open? I mean, there's a tendency for people to get ou","if the number of people who are affected by the disease are limited. The number of people, that is, affected by the H5N1 bird flu, are limited. It's n","and the next day, I think, the next day you would want to make sure that the plants have the best of everything, that they have the best environment p","And I would say that's what it is. It's the result of the development of the technology and the increase in the level of education and the increase of","It's a good question. The reason that we use the term 'biological' is that, I think, if one looks at the history of medicine, the history of human sci","I was thinking about my wife, my wife has been diagnosed with Alzheimer's disease... and I was thinking, 'What do I do if she is diagnosed with Alzhei","and this is what I thought of as I was driving along here. I have a few people who work for me. I have one person who works for me on a regular basis ","I have a very complex life in the sense that I have a very diverse number of projects, both in the private and the academic domain, but I also have a ","we know that this is not a very realistic problem. We do not have a big database of all the possible problems of a specific company. However, I can th","so the people who were involved in the study were either, you know, in the same field or similar fields, so that they were, I mean, you know, you have","I was just going to say that, what we want to know is, is the contribution to the total variability in the scores from the three groups in the experim","so the model that's been in the literature since the early '60s is that you have a set of declarative knowledge, which is stuff like facts and things ","a lot of the same things we've already talked about: the way in which our bodies are all interconnected through the nervous system. The fact that the ","and then there's the idea of the world as a place to develop and build upon. And the question is how we go about that, and how much we have to worry a","we're just going to make a little chart and then we're going to run this, and we're going to plot that and see if it's significant. So, here's the ide","[I'm] not sure how to write about the work, because the work itself is very specific, and I don't have a lot of background on it. It's a large-scale p","I think one of the things that the cognitive revolution did was that it pointed out the difference between what we know about how people do and what w","my wife was pregnant with her daughter, and the child was not supposed to be born for another two and a half to three years. So she had to be kept in ","I don't think I want to go. I don't want to go to the beach. It's going to be so hot out there. And I think that there are problems. I don't","It's not the same as, the same as the same as when I, when I have some kind of, I have some, I have a project going, I'm not talking about a project","I think I'd like to become a professor in a university. I'd like to do my PhD in some field of the social sciences. I'd love to teach at a university ","you can be creative. I have a colleague who is a psychologist and is very good at dealing with creativity issues. I know him from the last time I went","but I have this feeling that it's a kind of a thing that goes from the beginning of the universe, and all of the other fields of knowledge, from philo","I see, for instance, I see my mother and she is standing, and I see her looking at me and I see that she is a very beautiful woman, very intelligent w","there's a certain part of me that likes to do this, so I could sit in my office in the evening and say, I have these questions that I want to look at,","and I have an idea that's just crossed my mind. It's a kind of generalization, a theory that's going to have some bearing on the discussion of conscio","I know what this means for me as a human being, it's not very easy to make up one's mind about what to do and where to go and what to do. You know, yo","I'm going to take this and try to imagine what it is like to be in an art gallery that's being destroyed, what it's like to be an architect or a struc","and the fact that he was always trying to get out of his situation, always trying to escape from his situation and therefore the fact that this is a v","this is not what I was planning to do in the first place. I was planning on doing this by first taking the data, then summarizing it, then doing the s","it's not just a matter of learning the skills of the algorithm or the procedure, and then being able to carry that out. It's also a matter of being ab","it's not important to do things in a linear way, as that's not how things actually occur. You can only take things at a time, and if you get stuck at ","and then when it comes time for me to actually be in an emergency and make a decision, I'm going to be, in fact, in a lot of circumstances in a state ","So, I've got to stop thinking about it, so I'm just going to start thinking about some other stuff. Let's see: I'm looking at the definition of 'norm'","it's kind of strange that the program that's been going on for the last five minutes was the one that had to do with the content of the lecture. And i","I think that's the important thing about my study and my research, that I'm not doing anything with words. I'm doing a little bit of analysis and I'm ","I have to do something to find out how you get the word to come out, and what it is that is inhibiting it, so that it won't be such a problem. It is v","It's like if I were trying to develop a theory of a quantum theory of mind, and I wanted to have a model which was a theory of mind. And I had a very ","I think about what I want to do with my time. I think about the projects I have done. I think about where I want to go from here. And, as part of that","I'm working on this paper that I have to write this weekend. I don't know why, but I find that I can't concentrate. I don't want to write a paper like","I'm thinking about the current debate in philosophy about the definition of the concept of knowledge. There is a fundamental debate between the corres","I'm not sure what the question was. I just kept thinking that if one was going to do that, the first thing to do would be to find out exactly what the","I was a child and a teacher and a parent. And I was a child and I was a teacher and I was a parent and I was doing this and I was this and this and th","The [system] of 'isolation and inclusion' which is characteristic of the West (the West as a culture, or a group of countries) is one of the things th","that is, there are two groups of people: one group that has an ability to do something, and one group that doesn't; and if the ability is the same, we","and you don't have a memory of being born, right? ... so it is a continuous flow of input and processing and that's really what we would call learning","if there are no theories of physics that are as beautiful as theories of cosmology. There is a very fundamental tension here, and the tension is in th","and there's no reason why it can't be a tree or a shrub or whatever. It doesn't have to be a tree, it can just be a mathematical abstraction. I think ","... ... ... ... okay. I'm thinking about a specific type of problem, a class of problems where the solution is of the form, let's say, A. Then, one wa","so that means that there are four of them, and they're going to be in a 3-dimensional space, and they all have to be in 3-space. Okay. Well, one of","I am going to go back to the point where I was working on my thesis project and try to generalize that to a few other problems in statistics that I ha","I am going to have to show that I am not a bad person. I am going to show that this is a good thing. It's good, and it is not bad. It's very","but, that's the thing, right? You know, like, what I mean by that, is, that I'm looking for, like, a kind of, like, 'a' you","we're getting a bit too heavy, I think. We're getting a lot of numbers and I'm trying to get a sense of what's happening. It's almost like there's a l","this is all the possible states of the universe, right? So we've got a lot of things. You've got the states of the system, and you've got the set of p","The 5th column of my matrix is all about the number 5. If I wanted to divide my numbers into prime groups, I would start by looking for the prime fact","this is what I call the 'Godel' theorem. I mean that there will always be statements that we cannot prove or disprove, that are 'true' but cannot be p","a little girl playing with her little sister in a tree, and the little sister says, 'I am so happy that I am this happy.' I am so happy. So I think th","and then when they are added the total will be greater than the sum of the parts, and this is exactly what is called a system. So you can have a colle","so you have an algorithm for generating the sequence. Now, suppose that there is an error in this algorithm, and suppose that the error is a missing s","And so, in a sense, I've made a kind of self-similarity on my mind. I've made this self-similarity that's very similar to the self-similarity of","the two circles on a torus, well, it's hard to visualize it, it's not something you can visualize, but you can represent it by the set of the two circ","it's about a square root of the number of people that you've got to find a representative sample from. That's the size of the sample you need to know.","and there's another question I want to ask you, and the question is the following, if you were to create a single formula for what you were trying to ","and you're thinking about the thing, the object and the space that surrounds it, so, if you consider a cube, a cube has faces, which are two-dimension","And, you know, if you have a triangle that you know that's a triangle and it's the right shape, then the angles will add up to 180. And this is someth","but I could make a little bit better with the number of things that are not the same as what I would like them to be. And that would be more general. ","so here's my thing, I'm in the room and it's really dark. I've got a light in my hand. I've turned on a switch. I've, there's an off","and we were wondering, what if you have a big city with, with say, say, the big city, like with a lot of buildings, a lot of cars and people and stuff","[01:00:36:62] What are the most basic things that I need to live on earth? [01:01:38:56]","we'll say that we have a kind of 'language' where there's one element that's always there, but it can take on a bunch of different values, and the oth","so now, as I was trying to think of something that was not a number, I remembered that the sum of the digits of a number is a number, so I can't just ","6 3 6 4 7 9 10 11 12 13 14 15 16 17 18","if you say you think of the word 'apple', and you then think of a triangle and then you think of a square, and then you think of another apple, and so","[2 minutes ago] a person said the word 'ball', and that was in the past. (3) He was also thinking of 'cylinders', (4) which is a plane","and that's it. So I don't know. It's kind of hard to think about, but what I'm trying to think about is, it's something like this. The only thing that","Oh, I'm at the University of Chicago and I'm in a hallway, and I'm on the phone and I'm telling my friend that I have to go, but I'm not quite sure","the number 7100 and I was thinking about 1000. I'm thinking about 700, 800, and then 900 and then","And they have all these different properties, these different functions of the different types of these functions, so, but we'll talk about that later","and, in fact, what I'm about to describe is the same thing that I'm about to do, except I'm not going to be doing it in a mathematical context, and I'","and the sun is in the right place in the sky. It's right now, right now it's right there, but then it moves. It doesn't always go at the same rate. So","right. So it's just that this is the... there's no really interesting math problem on here. What I wanted to do was, is this is the same thing as the ","what's the derivative of (x^2 + x + 1)^3? ... right, the derivative of x^2 + x +1 is 2x + 1. (2","uh so you know if you were given some random equation, right so a 6x squared plus some other stuff or something like that so you know how you would so","I think it's a bad idea to use a random selection. You know, because you get these problems, like, say you had 200,000 observations, and you said","1958, I guess. The 27th day of that month, 58. And the year 58 is the 25th day of the year 2","I don't know what this is. Well, that's a word. A, b, c, d, e, f, g, h, i, j, k, l, m","okay. So, let's say that there are 20 balls that are distributed in two boxes and we're going to take a random sample of 10 balls. What's the probabil","there's a girl I used to know, her name is Greta and I don't know what we used to talk about...I don't think about her much, but I guess I'm thinking","the numbers 2 and 7, as two digits of a number, will form a two-digit number whose value is equal to 14. The value of the two digits is equal to the","I have to go to the store to buy the stuff, and I can't remember anything... oh, yeah, I have to buy bread, milk, eggs, butter, flour, sugar, baking","the first thing is to get an idea for a house and then a plan for it, so the first thing that pops out in my mind is a 4x4 room in the shape of a","and then they took the baby from the truck and they put the baby in the car. Then they took the car and they took it to the... to the... the... the pl","so I need to do this, right. OK, let's see, you know, here's the thing. So we want to find, well, we want to know, what is the probability","oh wait, that's a little bit wrong, that's not right. And then it's like, okay, it's like a little bit different, so we're going to take a little bit","1629. 1630. 1953. 1076. 700. 2000. -2118.","and the time in the past, the past and the future are just the present with a time shift. So, you know, so you are living at this time, this time T, r","and this is the point where I really have to have a conversation with the person I'm talking to. I've got this point right here. We're talking about a","uh oh wait a second. Okay I think I've got this. Let me try it out. Let me do 1000. Oh wait a second that's the same as 1","I think... I think of a circle... I think... there is a circle... there is... a circle... the... the... and... and... the... I think it... I think a","okay, so that's two over here and two over there... and then, um, yeah, yeah. Okay, let's say this, this, this. Okay, so this is five over","(my) legs, (my) arms, (my) hands, (my) feet, (my fingers, my toes). 1000, 2000 3","this is all very interesting. It's interesting to me that the second number of the first factor is 1 and the second number of the second factor is 2 a","it's a lot like, you know, if you were, you're looking at, you're in front of the computer screen and you're writing a sentence. And you type somethin","the water is... it's just the... water is just sitting on the bed... because the bed is flat, and the water is just resting on the bed, so it's just w","this is a list of the things I need to do, but it's a bit fuzzy... this is a way I could write that down on the computer... I know what I want to do,","99, 68, 69, 70, 71, 72, 73, 74, 75, 76,","[T]hat is a lot of data, right. A lot of data. OK, so I've got the following, the following... I don't remember how many, but I got a","and so when you know that the mean of a uniform distribution over the interval is 4, the median is 4.5 and the variance is 5.83, I guess you'd","the line 8.98109434 is at the same place on the screen, it's a vertical line, but it's not a straight line. It's an arc","So we've got two levels of things, the one we've been talking about, the level of things that we know about, and we've got an underlying level, which ","I remember the story of the three pigs. They're all living in houses, and one house is a straw one, and then a wooden one, and then brick one. So one ","that's what we'd like to do and that's what I've done. So we'd like that to be the right answer, it's just we know what we can do, and if we","now we want to see how much that number is going to be. So we've got it to one hundred. We've got that to one hundred and a thousand. We've got the ne","and then we had some work, then we had another problem, but then we just had to... just have to get everything squared up, but we did that in the firs","it's actually more interesting to see that this thing is the sum of the square roots of the diagonal elements of that matrix, and not just the square ","the same number of people had a number of people that they're friends with, and we can say that the average of these average number is equal to the nu","what's the thing that's common between those two numbers? Oh, oh, it's the same, because you can take it to any power, and you can take any root, and ","and the area of the triangle is one half of the base times the height, or one half of b times h. The area of the circle is pi times r squared. The are","and you know that in the last term it's like, well it's like - I have one or two questions, actually, that's just a little bit more interesting becaus","and that's just to give you an idea of how quickly it's going. So I was just about to say something to you about, about my wife's birthday coming up a","you can see that's a four sided shape and it's a parallelogram. Oh, it's a rectangle. You see a right angle there and that's what makes it a rectangle","two plus two. Two plus two is four, but you don't add two and two until they're in a line. You can't just add two and two if they're not lined up.","and then there's all these other people around me and I don't know what I'm going to say to them so it's like, okay, I'm not really going to be able t","now let's think about the number of the following. Five times 7 is 35. 8 times 7. 35 plus 7 is forty-two, yeah. 8","it's going to be a little more than one, so I'm going to get two, I think, because if I say I get one, then there's a 2/3 chance that","the first square is the first square, 360 degrees, 361 degrees, 450 degrees, 600 degrees, and the second square is 45","I see a yellow ball and then a white ball. There's a white ball right there and then a yellow ball. So if I go up in multiples of 2, it's 2,","it's a nice day, nice and hot. I'm thinking of taking a trip down to Florida. That's a nice trip. I'm planning a vacation down there, and the distance","you're looking at a bunch of little pictures and little circles, and I'm going to tell you where to start with the picture, so, you're going to start ","and that's an easy way to start, because it's just one point. This point is, this point is, it's the point of the arc, if you want to think of it that","it's got to be about two to the power of three. I know that. Two to the power three is eight, and then you can do two to the four. It's sixteen. If","I was looking at an angle in the graph. And I was looking at the angle in the triangle and I said, well the angle that is formed between the horizonta","... I can't do this. I've got to get an area of the plane to where it's an area of an ellipse, so that I can get the distance between the center to th","oh, and I have a pen and I'm thinking, well, it's going to take me about a half hour to do this, and it's going take me a half hour and a quarter","so it would be the square of the length of one of the sides of this square times the length of that side times the length of this side. Okay, so it wo","I'll start a new paragraph. Let me make up a new paragraph. I can't think of anything. What the heck does it look like, that thing? The thing that's t","I remember this, and I think I have to draw this out, because I think it's important, and it's a big, big rectangle, and I'll call it x. It's a","the area is about 16 square feet. Now if that is a cube, the cube is about 2.5 feet by 2.5 by 2,5 and that's a","I am doing the Think-aloud Study with a computer. It is very simple, in fact it is extremely simple. I just have to put this little stick on my forehe","umm, is that right? Is it 1101111? ... Oh yes, 111, I'm just going to subtract 11. And so the","[00:16] oh yes yes yes yes. Right now we're in the first hour of the first day. I'm in my own frame of reference, as opposed to the other","and then he just, uh, you know, just goes, uh, what a 10, uh, 50, uh... no, what 100, 10","3613568246094701232444840099830459227310","a third of a centimeter is how many millimeters? Well, we have a 10 millimeter to the 2 centimeter and so then I do the math and it's 5","you are sitting on a chair and there is a box with a lever. It has a green and red switch. And a red light and a green light. And the lever has three ","there's a small animal that I've seen in my garden in a bed of flowers that have been in the ground for some time and I've been seeing it a lot. And t","and I'm thinking about... a... I know the word, I know the word for it... a... and then the... and I was wondering... well, I was thinking about... it","I mean, you could go, you know, there's, there are different kinds of problems. You can go up the 1, you can go down the 2, and, and then","I am sitting here in the house of my brother's house, it's a two-story, it's got three bedrooms upstairs and one downstairs. So, I have three bedrooms","okay, you know, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11,","[ ] ... oh, you're talking about 30 days, 27 days, 35 days, 45 days, like the 27-day cycle and the 3","(breathing) ... 1/6 ... 1 ... 2 ... 100 ... 1110 ... 3 ... 15 ... 8 ... 16","one, two, three, four, five, six, seven, eight, nine, ten, eleven, twelve, thirteen, fourteen, fifteen, sixteen, seventeen, eighteen, nineteen, twenty","that's all of my brain, I'm finished now. And I think the total number of seconds of my brain is, oh, I can't remember. Well, I remember about 2.","if the first one was a 1.6, then the second one was a two. I think you're getting pretty much right. I'm gonna use a different system now, which is go","... and it would be the same with 0,1. So then it would be 5.7 times 10 to the power of 0.1. The other one I don","you can't do it, you can't go around just, like, taking the word of another person and you can't use that and put it in a sentence like that, you'd be","and in the middle of the first column is the first 9 times table. So here is the second 9 times table, in the middle, here it is, so here we have the ","I don't know why it's a question of 6 or 12, I know 6, I know I have 6 and I know it's a number that's 3,","three, two, one, and 1 1/2, 1 3/4, 1 and 3/8, 1... 1... three... 1,","and one minute, 20.88, 21, 22, 23, 24, 25, 26, 27. So","and a lot of my math is probably wrong. ... and then I'm gonna make a list of the numbers that have to be even and the ones that have to be odd ... an","And then I went to the doctor and I had a fever and my head was killing me, I couldn't see straight... and I was thinking that was not good... that's ","and that's a lot more than that. It's 55% and I know that 30% of all of those things are going to be either 45 or less than","and the problem is that when we look at the Earth's surface, and we want to figure out the area of the Earth's surface. And the problem is, of course,","this is one of the problems. It's one of the major problems I have in my life and I haven't really solved it yet. There was a problem about a couple o","I got a 53% chance of having a heart attack if I lived forever. That's just from the risk. So if I lived for a billion years, that would give me about","if you were to draw a graph of how the earth's surface temperature changes over the next 100,000 years, how would it look? ... [long pause] ... that","the last part is the same as the first one, but the first one is 156,720, the second one is 6,789. It's the same","I want to see a little of this. This is not the way to see it. I don't want to see the middle, the center, and then this is a circle. This is a","and then it goes in an hour and a half, the time for the next cycle, and that's when it's just in the same rhythm as it's been the whole day. In that ","I'm still getting the feeling that this is going to be a bad situation, and I'm still not quite sure why that is. The best guess would be that the seq","yeah, so the problem was that, uh, a lot of people have a hard time doing that, because they're doing, uh, they're doing a lot of things wrong. Uh, th","the equation of the circle on the surface of a sphere. I've always liked the fact that you can draw a circle on the sphere, and if you take the equati","I was on the train and I was just looking at the sky and I was thinking how much the sky would be different if the earth was square or some other shap","it was just a few hundred meters, but still. I looked at the sun. I didn't know if I could see the sun, but it was clear in the middle. ... the sun wa","what's this? It's a car. The car is going to the right. A car's going to the left. Two cars are approaching each other. That's a car and that's a","then I've got a whole bunch of other ideas ... I've got an idea here I'm going to be in the United States and I've got to be in New York City and I've","37,000 square feet per unit, with an average unit cost of about 263 square feet per $1,000. 475000","0.75. I'm sitting in the train. I'm listening to the radio. I'm thinking, I can go to New York. It's 40 miles away. I","it's not just a function of the number of particles in a container that determines pressure, you know, but the motion of the molecules. And that's whe","so 0.0636 times 10 to the 20th is equal to the number of atoms. Let's see how many atoms there are in a mole. If the","the big number in this column here, the one in the middle, that's what I call a lucky number. Lucky number 13. 13, 26, 49","and I have 400,000 in the bank... I mean, it's not too far from there... uh... I've got 40... I mean... 4","and I'm also trying to figure out how much I need to pay. I guess, you know, I've got a little bit of money I have left over. I've got like three mont","that was a really good picture. You know, the way the water was falling was like this. Well, I think it's actually 129736 square feet of land. It","I'm doing the same thing with the other 170 people, and I have 6,000 hours of data in the world right now. I have about 400","we've got a 300 million dollar... company, I'm told, in the New Jersey area, and it's a 3 billion dollar company in New York, and it has been","Oh, we'll see the whole thing, and then it'll be done. Then we can come down here to the other site, to the one in South Florida, and then we'll do it","and I'm wondering, if that's a 95% or something like that. So we could go back to 50 and we're looking for 50%, 50%","So it would have to be a whole lot less than that. We were going to be a lot more efficient. The whole point was that it would be much more efficient.","okay, we're in, uh, we're looking at the, at the at the, uh, the, the, uh the, the problem set, we're gonna do it, uh,","the future, uh, you know, uh, uh, um, that's a future you know, that's that's a different future, you know that's a uh, different, you know","right... right... right. I mean, I don't know, like I've got this thing at work where it's a new thing and I think it's gonna be... it's gonna give","you know, I had a dream, you know, the other day, so I was kind of out of the house and I'm just walking along, and I was in the back, I was","Okay. Um-hum. So if we assume that the air's in the tube at the beginning is in fact 250 mm Hg. Let's just take the beginning of the tube","87 and 42 and 2230 and 20000 and 1234 and 21 and 44 and 32 and","and the third thing that I wanted to say about my work. Well, it was the third thing, and it was a bit of a hodgepodge. I don't want to be here","1, 2, 3, 4, 5. Yeah. All right. So we can say 5 plus 1, which is 6, and 16.","now let me think about what I'm doing in this task. Oh, it's not, uh, it's one and a half. Okay, one and a half, one and one half,","okay so it's 100 feet, 400 feet, you got four 10 foot sections in there, and each section is 10 feet. That's going to","2.4.3.4.2.1.1.8.9.2.7.3.5.5.3.1.2.5.2.6.","I don't think we need any more than two of them, but it'll be interesting to see how many we can actually use in the next section, when we need to use","if the right is going to take 40 percent of the population, we're going to have to go to a different way of voting. ... The idea is that we should be ","I'm saying that I'm going to say a lot of stuff out loud because I have a lot to say to you. I'm going to put a lot of effort into it because I'm goin","if you have to have a 100,000 or a 120,000 people in the United States that have to have cancer, you may as well have","... ... [08:56:55.965] ... [09:00:22.246] ... [19:24:5","and if you add that to the fact that it is an exponential curve, so it goes up by the power of whatever it is, so it is the cube of what it is. It's a","okay, uh, so that's what I'm seeing. Well, what do I know about the structure of the universe? I know that it has three spatial dimensions. It has fou","and then the idea of the particular set of parameters, the set of the parameters that are not well matched. It's the idea of what are the parameters t","I have this problem. I know a 2 by 4. If I know a three, I know a four. If I have an infinite number of these things, then I know an infinite","18.31922 -15.79006 22 18 32 - 15.59007 22","but what I'm really wondering about is how the system has been tuned to perform the tasks in the way they do. I know that this is related to the notio","so, the total number of things, all right? The total number of different kinds of things is equal to 5. And each of those five kinds is the sum of 1 +","you have a list of 1000 terms, and each one of them has a number that indicates a probability of occurrence. ... You have a list, say 10 terms, A","I'm going to get a bike... and a car... and a truck... and a boat... I think a boat is a good idea... I might be wrong. I think a car is a","it is a triangle. I drew a triangle and put in a vertex at the center of the triangle, and I found that the angles of the triangle add up to 180. I ca","and so there's the triangle and there's the rectangle and they're just two random shapes. And if you pick one out you're just going to find a bunch of","and the rest is a perfect square, which is just 100. The answer to that question is 10 and 10. I know this. Let's see if that's","And I said to myself, it's really cool that it's only three and a half degrees above zero, because that means that if you're gonna go for a drive down","and it would be easier to think of two things to do in a day and just multiply by 15 to get a number of tasks for the month, than it would to multiply","I was looking at the window when I saw the moon. The moon is so bright that it's reflecting off of the water, and I had some calculations in my mind. ","And so this is what I was thinking, about 10 minutes ago, was to add up a couple of numbers and get the total and that total is going to be 33 1","and this is what I remember, oh, it's not quite right, but I think this is what's in there. So it's the number 2, 6, and 2,","what would be the most obvious thing? I'd be the most likely thing to happen is if the ball hits the wall, and then the ball bounces off. ... The ball","I'm sitting there and I'm thinking about some of the numbers of the prime factors. I mean, I'm thinking in my mind that if I look at 650, I can divide","1/2 mile. 1/4 mile. 1 foot. 2 feet. 1200 feet. 600 feet. ... 60 ... 1","there were five different kinds of words... each had a different length, which was, you know, one to five. So the number of words in each sentence is ","100 and 100 is 200, and then it's 300, 400, that's 40, but wait, I should really","I've been thinking about what I could do to save money. I have about $3000.00. If I could get $600.00 more in my bank","2 and 1/2, 4 and 1/4 and 7 and 1/7. I don't know about this. I can do that for all of these. I","1/2 of 1/2 is 1/4, right. 1/8 is half of 1/4 and 1/16 is half of that, so we","I think it's like this: 10% of the world's population. And then it's 20% and 30% and so on, until I think I'm at","we are here and it's about 110 miles from New York City and the population of New York City is 8,010,000 people. ... it's","I got into the bus at 8 o'clock and got on the bus and I got on the red bus and it took me an hour to go there and then I got on and got off at","14297 miles. 142.97 miles to go to get there. I'd be back at 8:30. Okay, how many minutes? 1","and then the car and then the people and then the bridge and then the trees and then the person and then the traffic and then the house and then the c","so there are two variables here, the number of cells, and the size of the cell. There are 30 million cells and the size is 0.655 meters. If we","(17.5 sec) And I want to see the next one in the middle. The third one in the middle is one of the three and a half, one of them, so if","I'd like to be in a position to be able to give people more information on how to get money for projects and that kind of thing. So maybe in a couple ","that's a problem if you have the power. You've got to take the power to do it. So you need to have a way of putting your power. That's what the third ","that's one way of thinking about it, but you also have to think about the things that you don't know. So the things that we don't know about the thing","that I'm going to need to do is a lot of data analysis and a lot of writing. And it will take a lot of time to do. I've got about six months before I ","and then the same thing is repeated on the same basis, that is the same thing and the same thing that was just there and the same idea is just applied","I'm at home, I'm in my kitchen and I'm sitting at the kitchen table. And I'm drinking coffee and I'm having a cup of coffee. I'm typing on the compute","And so it's really quite like an empty, I mean, a simple equation like five times eight, right? Five times eight. So the eight is the denominator, rig","um ... and then the other one is you know, this one right here, but you can see that you know, it's the same thing, it's just you know, a little bit s","I mean it is a way of thinking about it that I can go through here, because I'm going to get a little bit more familiar with the way that you do a lit","what you want to say is, well, the way in which the code works is a little bit different, and in that case, you're not quite looking at the same thing","[2] yeah yeah yeah yeah [4] yeah yeah [6] I don't know how many times I've said it but I don't remember the words but I remember the feeling that I","The ... The ... Oh. I know what you're going to say. You know that I don't do this well enough, and you know that I would need to do this much better ","the number of steps you would need to reach a number on the number line from the number 3, and so on. If you had a number line, you could go 1.5,","I think I have a list here somewhere. I can't remember the names of the functions. I'm going to have to go back and look at the list to figure out exa","and so that's one way to go about it. I guess, if you want to model it and see how well it works, it would be a little bit more complicated, I think, ","So there is a reason, actually, why they're not that fast, but they have to be fast in order to get enough of these. I would say that that is the way,","so the question is, what happens when the limit is 0? Is the function still defined? Or is it not defined? And, if it is not defined, is there a value","[T]he past is gone and that's all that you have, is the present, and the future is that which is going to become present, and we have to deal with the","the time value of money and I think there is some work going on right now in this regard and the idea is that there's going to be a way of calculating","so you could put it in the box and then have to open it up to find out whether the box contains 1000 or 10 million dollars or something. And if you pu","the world of a dog ... the world of a cat...the world of an elephant. So in this sense it's really just a matter of the scope of your mind, and I'm cu","the concept of the number three has been used as a model. In the three dimensional world, the first dimension of the number 1 has been used to define ","and one of these is the existence of time and that time exists as the number of objects existing in space. Time exists as the existence of objects exi","what does this look like? In other words, what is it? What does it mean? We know that this is some kind of triangle, but we also know that triangles h","I don't know. I don't remember exactly. It's just that you might be able to make a nice smooth surface, with some sort of a substrate, like a liquid. ","and you know, we're very concerned about how to have the proper set of conditions that are needed in order to develop the theory of intelligence, whic","the second one, which is the most important one, it's the one with the most important consequences, so it's a one, it is a one, and it is a four. And ","now I can see, this is the key, that is the problem that you have to solve. You are using the right data structure but you are using it incorrectly. S","my mother's eyes are as big as this board here. And she's 54 years old. She's a widow. She's been married to my father for 50 years and has","it is my favorite color... I guess the best is... it is my favorite, and I'm 55. My favorite color is red. That's why I'm here. My favorite food","you know, I have a plan in which I'm going to take a step back. I'm going to go to the back of the room and say something like: the one hundred and th","The people in the back of the room have their eyes closed and I'm going to read them a short passage from a book. I want you to read it in a way that ","so I think that you could get the same effect with just the two words, and then if you get a reaction, it would be really easy to do a simple experime","a, I have a few things that I want to say to you about that. First of all, I think that there are some things about it, that I want you to have some k","And so I'm working on a project right now. I have some thoughts about it. I have a pretty good idea of what I want to do with it and I'm thinking abou","we can make a comparison with other data in the literature, for instance, in the study of the effects of the temporal context of the task on the memor","so, when I think about that, what I'm thinking about is, it's the opposite of that. When you think about a situation, what I do is, I think of what yo","I'm a pretty bad player of the piano. I could probably be a decent player. I could play something like the waltz or something like that, but I'm not a","and I think of this thing of which I've been thinking for a long time, which is what is a good proof in mathematics? Is a proof in mathematics one whi","I am not sure whether to accept my belief or not. But I am going to accept it as a possibility. That would be my attitude. That would just be the atti","I'm going to try to explain how a person might try to make a prediction, and then I want to explain how you might make a prediction using a formula. A","it's a lot easier, it's a lot more comfortable for you when you're familiar with the data. You know the data well enough to see what's going on, and y","I'm going to be honest, it is the fact that I don't have a lot of information about this problem that causes a lot of trouble in solving it. But I'm t","I wonder if it is possible to make some sense out of the things that are going on in my mind. For instance, in the morning, I'm looking at the weather","but then we have to keep in mind that there is a time where we have to move to more complex problems. In the early stages, we can just work on single ","I'm not quite sure what I'm doing here. I mean, I've read that people have done similar experiments and that there was some very interesting results, ","I was thinking about the concept of a 'primitive' human. That is, the idea of a human who does not possess a concept of the world beyond themselves, t","And I'm also curious about what this kind of work might do for me as an individual, what it might mean, how I might understand myself and my cognitive","and the time I had the opportunity of being on board the USS Lassen. It's a research submarine that's 1,500 feet long, and it's about 17 feet","this is not a thing that can be studied in terms of an abstract thing. It is more a process, the process of consciousness. If I were to look at the pr","and now I am in a city that's beautiful and I feel good. It's not my city. I don't have a real city. It's an imaginary city. I like to think that","you have the brain that you have, and you can change it through what you do. I can change the brain that I have today in the next 10 years in many way","the word 'intuition' is a good example of the kind of term I've used for a while. ... In fact, you know, one of the things I've said about this is tha","and the difference is between the way that we perceive ourselves and the way that the world perceives us. The way that the outside world perceives me ","if we were to take the situation of the entire universe, and of the universe of matter, and we were to ask the question, 'how can one go about establi","and then I would just think about it a little more and I'd have a pretty good idea about how to do it. And that is what I did in the course of my life","I have a problem with this because it is a very complex system. I mean, if you start looking at it, you will notice that there is an implicit assumpti","I'm trying to think about my life and it's very complicated. So I can't just think about my life in a straight line. I'm trying to go from the beginni","I just thought of a thing. I'm going to say it out loud, and then see if I can formulate it better in my head. I thought of the following. A very old ","but the idea of a single neuron, which can be activated in a multitude of ways, is just the most basic representation of the idea of what a neural net","if we know how to represent and how to define the knowledge, then we will be able to perform inference, to discover, to learn new things. But that is ","there is this thing where you look at the computer monitor, and the screen is gray, you get to this point where your eyes are staring at the screen. A","well I guess this is not really the appropriate time to make this comment, but I could make some observations about this study. The main point of the ","I remember a time when I would have said, oh, yes, that's right, I see why it works that way. Now I think, well, I'm not so sure. I can","and so I have a question, what do you think is a reasonable answer? Is it reasonable to say, as a result of all that I've told you, that there are dif","the way that we learn, and the way we think, and the things that we have been taught, and the kinds of things that we see, and the experiences we have","and then I found myself in a city on the moon. A lunar city. I remember my first visit to that city was in 1954. I was there for some work, and","and then there was a war on, and the war on was going on. The war on was on the whole surface of the Earth. But that wasn't enough. There had to be wa","I'm thinking of the moon. I think of the moon as it was. And I think that in the past, I'm thinking that it's the moon that has some kind of a special","and here's a place where I really can't figure out the difference between, for example, what's going to happen, or what's going to have to happen. If ","and then you have to decide whether the question you're trying to solve is a question which is either solvable at all, and if it is solvable, is it so","in a situation of great importance, which is to be considered, one is faced with a question which may or may not have been the subject of previous del","I remember what I learned about the evolution of language in my Anthropology course. The first words of language are found to be of a descriptive natu","and so what I am looking at is the idea of how do we see this as an opportunity to actually change our own thinking patterns and our own understanding","I just want to mention that there is a fundamental difference between a computer and a human being. It is very difficult for us to appreciate this dif","if you remember, one of the things that you can do is you can have a non-trivial (pause) polynomial time (pause) algorithm which you can use (pause) t","and then we go to the university, and they take all the information we've put in, and they process it, and they look at it from a variety of different","I know, so this is the world in which we're trying to solve the problems, but I think that a lot of times we do not have a good representation of the ","there is no time that I'm sure that I can live with, there is a time that I want to live with. We don't know if that is today or tomorrow or last nigh","And when I think of the concept of a body that is not material but rather is an interaction, and when I think that I have a concept of what the univer","I am not in a good place. I'm not in a place in which I am ready for change. I'm in a place where I am ready to do things. I have the opportunity to","It's all the same thing. In fact, the point I want to make is that it's just not true that the brain is a machine that is incapable of ever really bei","we can see the brain. We have a brain, we have a mind, and we have a body. And the brain is in the body. And we see the brain in the body as we","the meaning of life. I think that it's a pretty meaningless thing, but that's because we're only alive for so short a period of time. That's just the ","and you'll see the way I am in the world is a lot like the way you are in the world: it is all the people and events that are constantly interacting. ","And we don't do this when we're in a state of stress or conflict. That is, we do not think that much about what we are doing or why we are doing it or","this is not just a simple process of thinking. We're not talking about thinking as a kind of mind wandering, as if the mind were a computer or a clock","I am now thinking that there is a kind of communication between the brain and the environment that is not mediated through language, but through image","I am an island in an ocean of waves... And I am an ocean in a universe of islands. And I am a universe in a sea of waves... So there is a perfect bala","I think the reason people use the internet, is because we are very social animals. We like to talk to other people and we can do it easily via the int","I want to be at the beach. I want to go on a trip. And I want to travel as much as possible, because that's the best way to experience life. And also ","and then I think about how it's all possible to think about the things that we can't think about, right? Like the way we're thinking about the things ","and I'm thinking about how we should start thinking about things. It's really interesting to look at a concept of 'thinking' itself. What we should do","and I see this, this kind of a continuum, you know, of being, of what is, and that all this is interrelated with one another and you can get into it. ","[t]he...the...the...I am sitting here in a...a...a room and there's some other people around me. And I'm sort of observing this other people. But","[I]f you think about that in terms of the evolution of life, or of the evolution in general, and think about it in terms of how life emerges, or how s","I am thinking of you and all the people of this world and of this planet and of this cosmos... all of them in their infinite diversity and of their co","I know. I know. They don't care. They don't see, they don't understand. It's like looking through a window at someone else's life, and you think, I'm","a little girl... you know, we have to bring up all these things... we have to look at this world and say, 'I am a part of this world.' This is the onl","what I can say is that I remember being in the physical world and being in touch with the physical world, and that there are other things that are the","I have this picture of an orange, and then it turns into a picture of an apple, and then I have this picture where the apple is in a room and then the","I have this one vision in front of me, which I will describe here in this space and which is, let's say, an extension of what we have described until ","[the] word [of] the moment. In this case I would like to put it on the canvas, that is to say, on a blank canvas, as it was painted by a painter","you see, it's like the universe is a computer that's programmed to see and know everything. And there's something which I will call a computer. The co","I'll show you the problem, and I'll say I'll use a strategy that will always allow you to find the optimal solution, that is to say that there is no b","I have to get up, I have to be somewhere at 8:00 AM. I'm in the middle of a very complex system. So if I don't wake up at 7","1885. That's when the first large-scale population of the USA started to grow, to exceed the population of the world as a whole. That's the year that ","so I know it's a human being, and this is something that I can't quite remember, and it's related to the concept of being, it's related, not being rel","in my hand, it's a tree, a tree branch, and then it becomes a tree branch of a tree, but then it becomes three trees, then three branches of three tre","the plane will land in 20 minutes, it is going to land in the future, so, I could imagine it would be like 10 minutes after we have left. So it's","I have some of them ... I'm thinking ... there's one right here, which is this. This is the question I'm answering, which is the question of why is it","what's that? The top of this room has to be about 8.5 meters up, so the diameter of the Earth is something like 12,800 kilometers, 1","and a large mass of sand is deposited, and the river cuts into the sand and the river is deeper, so that the stream is now deeper and is now at a diff","the sum of the squares of the two sides of a right triangle equals the square of the third side. The area of a triangle is 1/2 the base times the heig","I'm now looking at my son in his bedroom. And he has a 30-inch screen and his computer monitor and the television, and there's a little tiny monitor a","in front of me, in front of you, in front of the computer. There it is. Let's get to it. Here it is. It is an exact square. It is a perfect","(thinking in words and images) ... then I have a new idea, a new way of doing this: I have a plan B. I want to have two ways, two methods to get the","we are getting closer. We have the number of the solution, it is 27. We still need to know what is the value of the second power of 27, that is,","I was thinking about the problems I had in the past, the ones I had in this problem and the ones I have to solve. Then I thought that it is not correc","a woman, a very pretty woman. Her name is Ana and she is my mother. She has a very pretty face. I'm not sure if her name is Ana or Anna, but it is","and the third question, what is a computer? What is the meaning of the word computer? To my mind, computer is a device or an equipment which is capabl"],["I have no idea why I have this idea. I think I'd have to see it, I think I just had this idea to write it down. I think it's a pretty good idea,","I think I can see a picture of me at my best, and I'm at the time when I'm the most successful in the company, but it's a bad picture, because it's me","I'm thinking of something that I remember from when I was little. It was a Christmas story. My mom used to read it to us, and the thing is that it's n","this is a very important point. In terms of the universe, time is a constant. Space is the variable. Time, as in a fixed frame. Space, as in the dista","that's the one that I have to have in order for me to be successful and I know that I'm going to be successful. I mean, I know I'm going to get that t","and you know, I mean, I don't know if the technology is available, but I wonder if the human species is ever going to develop a technology that will a","I think it's that we're just... well, there's some... there's some evidence that the brain doesn't really have a 'reality check.' If you're looking at","and then you'll look at a bunch of other stuff and you'll say, 'well, that's not gonna work, that's a bad solution, I'm gonna go with this, that,","we don't have a lot of people out there that are willing to be the first people out of the door in a situation like that. Or the second people out the","and then she had this one book and they had a lot of books in the library and it had been a big deal, and it had this one guy in the front that was, y","but then when I started thinking about it, like it's all about the number of different combinations of these three things, it turns out that there are","if I had more money, I would put more money in a diversified stock portfolio because I would expect the diversification to offset the risk of individu","I think we have a little problem because the size of the market is going to be much smaller than the number of players in the market, and so what you ","and I don't think that the system is really robust enough. We have a lot of really complex systems, but they're not very robust. The thing about compl","I've been thinking about the future, and I don't see how that works, except in terms of the future where you're still a small fraction of the populati","and the number of people who are going to be out of the country, either for work or for vacation or for family reasons, will have to be considered in ","that's one of the things that I'm concerned about, is that, as we look at the future of energy, there's a lot of discussion about alternative energies","I have been thinking that a lot of the reason that there's a lot of religious people that don't believe in evolution is because they feel like evoluti","a lot of the new software that is available, I think, the vast majority of it, there's a lot of that has come from the use of machine learning, AI. Th","and there's no real reason to expect that the economy would be much better, much more stable, in the long-term run than it is now. And one way to test","and in the future I'll have to have a lot of experience and knowledge to be able to put those things in place, so I'll have a lot to learn, which mean","and then when we have a small market in town, and then we have a large market in town and then we're going to have a larger and larger and larger mark","but we don't have enough time to do that. That's why we're going to need to have a larger amount of staff. That's the only way we're going to be able ","I'm not sure where that fits. And then it seems like the third layer is, oh, how to go about making that happen, right? And then you know, you might w","you have an idea, you know, if you want to be very practical, and you want to do something very practical, the question is, what is the most effective","And then, we know that the way that we deal with data, as well as the data itself, is going to be in the cloud. The way that we work in terms of analy","yeah. Okay. I was thinking about a different approach to this, where instead of saying, 'How would you solve the problem?' you can say, 'How did you s","a picture of the earth in space, it looks like the earth's been eaten from inside out. I'm not saying that we've done anything to cause that. I'm sayi","Okay, so how would you go about doing that? Well, first thing is that the data is the data that you collect. You have to have the right data collectio","so what does this say about the universe and how does that say about the human? That's a pretty broad question. Well, if you look at the universe, as ","now, I'm thinking, I'm really starting to think about, if I want to be more productive, I'm going to try and think of the 100 most important things th","that is a thought. There's no need to do it that way. You can do it a lot better way. Let me give you an example, let's say you have a rectangle, let","I am a data scientist, and my task is to... I am a... I'm a data scientist and my task... my task is... I'm trying to figure out the right way to do","and then, just a few years ago, we have a large number of papers, as it is well known, that were published in the Journal of the American Chemical Soc","So the next time I do this, I would like to have a much smaller sample size. I'd like to have three samples of 10. I'm thinking of maybe doing 50","this is what I do in the evening before bed, I play with the ideas that I have in the morning and I do a little bit of visualization, I have an idea o","we are in the room with a number of people. One of those people is a student that is looking for a research assistant. This is an important position f","and there's a question about the other thing that comes up here and there in my work. How do you deal with a lot of the questions that come up around ","The last time I visited, I didn't have to read my notes, because I had already familiarized myself with the topics and my approach, and my own thought","I'll be back at 7:00, then I'll make my way over to the first building. This is a very typical situation, we have a 30-minute window here to","so it was just like the time you were in the auditorium and you wanted to go to the computer room and you told the secretary to take your card and you","And that's, we were doing a little bit of some of the math in the group and it was a little bit of a challenge for me. So, I was like, hey, this is","now I'm just going to draw an image of a small circular building, or just the exterior. It's not too big, just a small circular building and a roof, a","but I think that's because the brain is used to using the data that's coming in from the external sensors. So the brain is the sensor. The brain is us","a few thoughts on this. This is the first time I've actually seen an example of an actual sequence of a graph. And I've been thinking about what we mi","what is the purpose of a think-aloud study? Is there a standard or common practice for doing it? What is the typical length of such a session? What do","the idea is to capture the spontaneous flow of thought in the absence of any intervention or prompting by the experimenter. As such, this is the most ","the goal of the research project. The goal of the study is to study the properties of the human mind when engaged in a task for which a large number o","I can't find the other book. It's a little book with two words in it: 'Buck Rogers 2001'. It's a reference book. It says, in essence","[pause] So, now I'm going to change the topic and talk about what I'm going through in my mind, right now. [pause] I have no idea, and I can't","well, there's this interesting story in the book: a couple of years ago, a person got out of the car and found the door open, but there was no evidenc","it's interesting how some of the ideas and the concepts come in, in one's mind, they can be related to things. They can be related to different types ","so a lot of people just are interested in the things that they see, the things that are presented to them in the experiment and the things that can be","so it's important, isn't it? To have a goal or a purpose. It's important to have some sort of goal or purpose, something to live for. I'm going to be ","my mind is open, I feel like a scientist. I feel like I'm a student, and I am doing a scientific experiment. And I'm using the scientific method as I ","we've got some old stuff, like the idea of the work ethic, right, of hard work. So I'm looking at the work ethic and I'm looking at a lot of the ways ","I'm getting tired of this. This is the third session. And it's getting harder and harder for me to follow this, so I'm not going to be as creative wit","it's very interesting actually, because you look at how I'm thinking about it, I'm not actually thinking about it. I'm just using some sort of heurist","and it's also like a kind of, it's kind of a weird analogy to me that we have this thing that is very different from how we see the world, how we perc","I can remember it was 12, I had a black and white printer at home and I had a scanner, and then I wanted to look at the image to see how many bits it ","that the central limit theorem applies in a very special case that's different from the general case where the variables have some distribution. You c","well, there's the other side of that, which is that, you know, that it's kind of an illusion that it's not really conscious at all. So the only thing ","[the idea] is to start from that moment where there are a set of ideas in your head, and you have the freedom to go from there in a particular directi","I don't know what to do. I don't know whether to go ahead and do it. I don't think I'm going to do it. And it's going to be a lot easier","there's a guy who works for a company and they want to move him from one division to another division. He's already been promoted into the division. T","I remember when we used to say that the whole point of a lot of this is to say that we were not the best and we were not necessarily going to win, and","a lot of people, you know, really do have different ways of learning. It's the same way, for example, in the U.S. They have different learning styles,","I feel this is really important. You know, the whole notion of an organization of the human brain, you know, an organization that allows for the integ","I am thinking about my son's... his birthday is coming up and it's the same time that we're doing... his birthday... we're doing the same thing every ","I remember in the 90's when I was a freshman, my roommate and I would sit down and just have a conversation where we would just tell each other about ","it is a bit of a mess at this point. I just took the data I was able to gather and I have a number of different things going on and I have different h","that's where it really becomes useful is to have a good idea for how to approach the problem of... I'm trying to think about how to approach that prob","we have to decide what we're going to do. We can't just keep doing this. We've already had 5 years of research. The question is whether we continue to","and it's a real mess. It's a real mess because you can see the development of an organization. You can see what kinds of things people are saying. And","and then he's really making the decision now, but what about the cost function? I guess it's just the number of queries. I know that it's more than th","I've been thinking about this problem, the problem of whether to go for the 'small' or the 'large' goal. And I have to admit, I'm going to go with the","okay so we have 90 days for each of the projects. What do you mean by the projects? One project for each of those. And I mean to do that? In the first","I'm going to think of an equation for the square of a sum of two things. That is, I want to think of a formula for (a+b)^2. So, I have a","the car is going at 50 kilometers per hour and we want to go up 50 degrees... I can just add two, that is 250 degrees. What is 5","the big difference between a man and a woman is that a man has a penis and a woman has a vagina...So a man has an advantage. The number of women that ","and I'm looking at the next problem. I've got to divide it into four parts. I've only got three variables. I can only divide it into three parts. So i","OK. OK. OK, here we go. Let's get started. All right. First of all, there's this. There's this, there's that, that is the first and there","I was watching a show that I've been watching for a few weeks on television, and I've noticed that in that show they're using a lot of words from my b","well, I'm sitting here, you know, at home with my kids. I mean, I have two children. So, we're just like, you know, we just finished our spring break","okay. The most recent news was the terrorist attacks on September 11th, and a little bit of the reaction that went into the different markets, and tha","I remember working at the library. I'm not sure, I'm not certain that that's where I worked at, but it is at least a time that I worked at the library","I'm going to try to find some ways to find a solution, like to find something that's going to help me get rid of all the little things, and I think th","oh, I thought that the 'spatial' and 'temporal' were used in the same way, as in 'I can't wait until my birthday next year' as opposed to 'I","there is a problem, that the only way that I know of, to use is to define that there is a relation between the two, which is actually a functional rel","I'm a little worried because if we go and do this analysis on this particular set of data that I'm doing now, we may be getting too close to the actua","I'm going to make a mistake, I'm going to lose. I'm going to say, 'Okay, well, I'm sorry.' Okay, and then I'm going to see who has","and it's actually just the 30 minutes that we have, we have to give that to the participants. So if we have one participant who gives me 50 minutes of","there's something in the data that is kind of interesting and I can see what it is that's happening. And it's like there's a certain threshold at whic","I feel like this is a little bit better. I know that I'm not going to be able to say how I'm going to make it. I know I'm not getting into the detail ","and it's the same for the people that were actually, you know, really good, and then you see them start to age, and they're not as good any more. But ","a lot of the stuff that I'm saying right now, it's not very useful. It's not very well organized and I'm not even sure what's the goal. So what I woul","I would say, my gut feeling is that the best thing to do, if it is going to be done at all, is to go for the first few weeks with the small size, and ","I want to be on this call because of the questions that were asked about whether we can get more insight into the internal world of the participant, t","I'm thinking about this thing that we've been doing in the past 5 years with a new service that we're developing for the whole United States of Americ","and they want to build this large hospital, this large, I don't know how many stories high. And it's going to be all natural, like solar panels on the","I'm in a situation where I need to be doing some work in the morning. I need to get the work done. The work that I have in front of me is getting very","so I've been reading about this, there's a book called The Data Revolution. It's basically about how data science is transforming every industry. I th","there's a lot of talk about AI being able to do things in areas, like the way that we use computers to do data analytics and modeling. But I think, in","and I have a set of rules that I have set for myself: I have set it that the first time that I am trying to get this thing right, it's not necessarily","what I'd like to do is to create a system for people to express their ideas in a way that's intuitive to them. The system would provide a way for peop","oh, and one more thing, I need to think more about what we've been doing, about the kind of thinking that we're doing. And I think that one of the key","I'd like to make a difference in the world. I'd like to be a scientist that helps solve problems in the real world. And so that's a good reason for me","the idea of a problem that I am facing at the moment that I am in the process of trying to solve. I am working on a paper for the history department, ","and I'm doing an experiment here and I'm trying to see what's happening in the brain, and I'm not going to get that information by having a participan","I have some notes here about the kinds of things we could be doing in our workshops, like using a different approach, a more project-based approach. I","I'm thinking about a problem that I'm working on in the context of a model of learning, and the model is sort of an idealization of a classroom. There","the word 'aerodynamic' would probably have a more complicated structure because it is more abstract than 'streamline' and also more complex than 'aero","and then the next day I was looking at some pictures of the site, and I was looking for a picture of the site that's supposed to be in the center. And","now I'm working with my colleagues and I'm doing this analysis of some data that we're working on right now. And we're doing a regression analysis, an","and then it's a little bit about how to put it into the right context and what the context is. And then the context is usually the kind of environment","and then I was thinking that a lot of the problems that we have in science are often the result of the fact that we don't have access to the underlyin","but it's really hard to do. ... I guess a lot of the time, when I'm doing research or doing an experiment, I'm thinking about the results that I'm goi","[s]o you know the work of the International Organization of Migration, or IOM, in a country like Germany, right, that's the one I'm going to use here ","... ... ... ... well, the reason why, if you're talking about, let's say, the central processing unit, and you know, the way the central processing un","the whole system is so complicated, and I think in my opinion there's probably many different ways to build up a system for doing this, but I think th","I've done something with this, it's a nice project, it's actually quite a good idea for this, actually the idea is that a person is going to be able t","The idea of a research project to test the limits of the brain in the absence of a particular kind of memory, and in particular, the limits of memory ","what was I saying? Well, I was thinking about the study, but I don't remember what I was saying about the study. I remember that there was a study whe","now what is the next thing to do? Let me look at the problem statement here, okay. If you're looking at the problem statement, it is a two part statem","I think that one of the things we need to be thinking about is how we might make use of these various resources, and one of the interesting things tha","you know that the man that's coming from the west is not going to be coming from the east. So, then we need to be able to know what's coming from east","So, I am looking at the 1963 papers. It is a bit more involved, so I'm trying to make this a little bit more. In order to do that, I","oh, this is interesting, this is quite interesting, you see what happens is we have a probability that is the likelihood of observing that we can now ","it is important to be careful and careful, to make sure that they are actually the right type of protein, that is to say, the protein in the active si","so here we are talking about how we can actually, you know, help our own learning, or we can help somebody else learn. And how can we do this? Well, i","I think that a lot of what happens in the brain is driven by the interaction between the cortical brain, which is the high-level cognitive processes, ","[P]eople don't really know what they want to say in advance. They don't plan to say 'this is the point.' They plan to say things in terms of a story t","what does it mean to be a teacher? How do we get children to think? What does it mean that the children are learning? That they're doing math or that ","and then I realized that that's just like my personal view of what the world is. Like it's a set of assumptions that I'm making, that's why I'm talkin","this is a sort of meta-analysis. This is where we take the research that has been done on various aspects of cognitive science, and we try to find the","it's just that, I don't know if I could ever learn a language, if I could learn a language the way that I would learn to do math. I would not know tha","the way that a machine has to have a process for recognizing a human's intent when you talk, and then translating it into the machine's language, I th","I'm a programmer. I've got some sort of code that I'm developing on here, and it's kind of a parallel computer. It's kind of like a distributed system","we can say that a function F is of the form aX + bY + cZ and the question is how does the choice of the values a,b,c influences the results of the fun","it's a great problem. Let's say you have a bunch of people in a room, and you want them to collaborate to solve a problem. The way it's usually done i","so when I was going to use the language that you were going to use for me to say what you were thinking and to say what I was thinking, I'm not going ","now I have a few questions to ask about the data in terms of the use of a word processor for the first part of my project. I had two issues that I'm t","I remember this, I remember this. This is like a dream that I remember having, and then I have a problem, a problem, I have a problem. I don't know ho","and then I was thinking about the problem of the color of light in the model of light. So in the model we have the concept of color and it's represent","you see the thing is, I can see how one can construct a theory, a theory that explains the data and allows you to predict outcomes of further observat","[11:22:15] So we can't get a picture of the world or a situation that's better than the one we are given to us by the world. So we","I would like to say that it's interesting that the subject's eye is always closed. ... One is, of course, looking at the text of the script, but there","I'll put my right arm up as far as I can. If I can touch my right ear, then I'll conclude that the right arm is straight. This is something that could","and it was the third one. The second one, I did not put it on the same axis, but in order to get the first one I needed to go from the second one to t","in terms of the first part of that. We'll start with the first part, where you're looking at an image and thinking of a word, and then you're going to","the general question I'm interested in is: what does this kind of spontaneous thinking look like, when it's not under some kind of artificial constrai","so that's just another one of these, the first one is a statement of what you are doing, so you have to specify what you are, you are doing is a state","okay, I don't know. I think what I'm saying is, is that I want to compare how people would think about this problem if they had an exact version, whic","that is to say that one should not, as we say in the study of systems, make the mistake of thinking that a linear combination of the solutions of the ","what's interesting about the phenomenon of thinking is that it's a phenomenon that can be studied both by experimental methods and also by a number of","The more I think, the more I realize that this is not my thinking. This is just a bunch of words and images that are being assembled and put into plac","I could try to create an ontology that is based on the notion of what an ontology should be. But this would be an artificial ontology. If I make an ar","it is not surprising that we can't see the global state of the brain from the individual brain. There is no global state of consciousness that corresp","and in the beginning the world was the universe, the universe was the world. And then there was a big bang and the universe was created. And then it w","the earth is flat, and I just don't understand why, but my theory of the universe says that the universe has a very special number, a dimension number","the only difference I notice between what the person is and what the person would become, the only difference is that the person would be a little bit","I wonder if it is possible to have a negative experience which is not an event, but a mental state. I suppose you would call it an experience of an ex","this is a kind of process in which one is able to 'think' about the process itself; there is a kind of meta-level awareness, and this kind of meta-awa","and it would be very nice for the human mind to have a kind of interface with a computer system that would allow, as well, for this kind of thinking, ","the generalization of a few very simple rules would be useful, but that's not what I would do with an application of the genetic algorithm. It would b","(in my mind) the total volume is 1000, then I am going to be able to give the individual values. And in this example I'm going to be looking at the","and that was the time where I was having this conversation with my wife, where I was looking at her and she was looking at me, and I was thinking 'wha","and I have this feeling that there's this big chunk of the world that you can't see because it's out of the way, you can't reach it, and I feel like I","I have been thinking about that picture of a woman in a blue dress and green hat and yellow shoes in a mirror, and it occurs to me that this may be a ","we are in an open room. It's the afternoon. A woman is standing at a table, looking at a screen. On the table is a camera. The screen is a television ","and you know, I'm kind of surprised, because the things that are happening around us, the way we are, I have this idea of a virtual reality. I think I","and then I realized that that's also how you get to the state of mind in which you can do quantum physics. You can do it because you have some ability","but I don't know what will come to mind, and I'm sure that there will be some kind of patterns, and these patterns will be associated with some of my ","I've got this idea that a particular brain cell may represent a particular thought in the following way: each cell has an output that can be measured.","the probability of finding the ball at the first position is p1 and the probability of finding it in the second position is p2 and the probability is ","it's always going to be this, isn't it? the way I was raised? So I'm going to be stuck, I'm going to have to live with it... I mean, it","Now I will think about the fact that you are here in front of me. That fact is something that you could describe with one word. What word is it? Well,","it's an experience. And it's an example, you know. And we can try to figure out how to do it. You know? ... it's not about trying to get into this.","I think we would have to write down that we would have no reason to do something if we don't do it, because we would do it. It's not because we would ","... the first one of the three parts that we are going to look at, which is the part of the mind that's known as the reflective mind, I want you to sa","I can't quite figure this out, but I do have a hunch that the difference between the two ways of looking at this is whether or not you start with the ","And I would be able to give an account of how I got here, and how I got to the point where I came to a decision, because I would have access to all th","you know, I'm doing this exercise, I'm saying out loud whatever comes into my mind. Well, in my mind, I have a question: why do I want to do this? Why","I know that it is a random collection of events and that a different person, the same person at a different time would have a different set of events ","and when I get to my house, I'm gonna turn it on and I'm gonna plug it in. I'm gonna put in a charge. And then I'm gonna make a little, I","the red ball is a little bit lighter than the blue ball. The blue ball is a bit more dense. It has more mass and it has less volume. The red ball has ","It is difficult to describe, so I am trying to be very descriptive. It is not a pure thought process. It is a combination of memory retrieval and thou","and what's that? The 4th of July. Yes, that's it. Now that I know it, I know it. It's very clear now. And it's very simple too","the word 'life' is related to all things, to everything that has been lived, all things that are alive, to anything that is alive, to everything alive","the tree is an example, a sort of symbol, that is an example of what I have been calling in the last two chapters 'the multiplicity of reality'. Now I","Now I've got an image of a tree. It's a small tree. It has a trunk, it has branches. I'm picturing a tree. I've got a sense of the tree","I have an idea. I'm going to do something similar to the method of loci but I'm going to use not a room but a tree, a tree as a reference point, and I","and we'll start with the whole thing at the beginning of the session, and that was the idea of the whole thing, of the whole session. And then I was t","this is what I'm doing, it's all part of a system, you know, in terms of the system. So it's all about the system, and the system is about how you str","this is a test of your ability to generate thoughts... to generate a random thought, an abstract concept. A thought that is a bit of a puzzle and then","the result of the last thing I read, a text I am working on, and the thing I read first was a text which I'm going to put into some kind of framework ","a single unit of matter, the atom, has both a pointlike electron cloud and an internal structure, and, indeed, a small nucleus containing protons and ","but I want to bring the [eye] movement to the attention of the participant, and the participant, in other words, will have to think about the eye move","we're not going to talk about this much, because it is just an individual thought. It doesn't have a specific, explicit subject. And when you come to ","the word is an important part of language. A word is a collection of letters, it is a symbol. It stands for something that is a thing that has meaning","and I'm wondering whether what you've been doing is something that would be useful or interesting in a particular context. In fact, this is one of the","the question of the world that we inhabit, I am not so sure of my answers to that question. It is a very difficult question, it is a very hard questio","this is the question of the relationship of the individual to society, and how one goes about the problem of the individual within society, and one of","well, so when you're dealing with a real-life situation, it's going to be a kind of mixture of all these things that go together. It's going to have t","you know the thought experiment, the 'trolley problem', in ethics. If a train is on a track and will derail unless a switch is thrown in another direc","I'm going to the library to read, I have to get some material, some books, some articles and I'm going to read this article and it is a kind of a revi","And it seems to me that the great value of the experience of thought is in the fact that it allows us to go over the course of the thinking process it","The man was there at the time but was not there; he was not there. It is as if one's consciousness is not there. So one is always there, but it is as ","The first time that I started to think about my own life, it was by thinking about other people's lives. I was reading books. I was, I was reading, I ","I'm not sure what to say at this point. I can see that my eyes are moving left to right, which seems to be the way in which I have organized this whol","I was just thinking about a movie I saw with the kids last night, where it was this person who had a large number of people in his or her life and the","and the number of possible positions, the number of choices that might be made, that could be explored, the number of branches of a tree that could be","so I have a graph of the distance of the ship from a fixed point versus time. And if the ship was traveling at a constant velocity, then the distance ","this is a very large number, right? So if I'm going to go to a specific x-coordinate, and I'm going from one end of the cube to the other, right? I'm","a particular situation with two individuals, the first one has to perform one of the tasks, the second one has to do the same task but in a different ","(a) and (b) are equivalent. (a) The statement A is equivalent to the statement B. (b) The statement B is equivalent to the statement A. ... (b)","I am here, in a laboratory. My task is to say out loud everything that occurs to me, spontaneously, as it arises in my mind. This task is not to be ta","So I'll just do it and try to find out if I get to a solution by the end of this 20 minutes, which is more or less what I need for a human, at","... ... and now I'm thinking about the world that we live in, which is an increasingly complex one, and if we try to reduce a problem in this complex ","Now I have a couple of questions: is it the right one, and does the whole thing look right to me? That's an important question, because I know that my","I think this is an important point, and I want to bring it to the reader's attention. If you take a particular data set, and then calculate the averag","but now, there are different things that I have to do, so the model is that I have a collection of all the things that I want to do. And I want to mak","And this is the third step. We start from a number of things we know, and then we make logical inferences to derive a set of new facts that we didn't ","And so if I have a look at the number of problems, the number of solutions, I get this: I have one, two, three, four, five, six problems. I have one","I don't know how many of those are going to be new, and how many are going to have to be done as I have some experience with them. Well, that's going ","this is an idea for an algorithm that might be useful in a programming problem. The idea is to use a map that maps every possible problem to a set of ","the first term is a binary term, a boolean, so we have two terms. The second term is a bit vector of n elements. Now, in order to understand the meani","the more we talk about it, the more it comes out, so I can do a better job of remembering it. I'm remembering more, and it's better and better. I'm no","the concept of time... it's really interesting, that I'm just making a concept of time. What's happening with this time? Why do I have a concept of wh","and we know the exact location of the different structures of the brain, like the occipital cortex and the temporal cortex and the parietal cortex and","I have an image in front of me, a building, an architecture. It's a building in front of a very small, very narrow valley, a sort of hill, with a very","but the way that you would want to think of it is you want to think about how this is going to go from the left side of the brain, to the right side o","3, 2, 1, 0, -1, -2, -3, ... and a point on that line. You could have a number of numbers there. Each of","(the participant is counting on their fingers) and I'm just curious, why does this work? I mean, what is the structure of the brain? What is the funct","oh, and I'm trying to remember how you know how many you've got. Well, you know, I've got, I think I've got a table here somewhere where I've listed a","I see a car on the road. I think it is a truck. I think a truck is a vehicle that can be driven, so I am looking for a vehicle that is driveable. I","it's about the same time as I would have said it if I were to do it in my head. I think I can even have a sense of the order of my thinking. I think a","I don't really have any plans, and that's the one thing that's very difficult about it. When you have a plan, you're able to look back and say, oh, it","70000 bits per second, a human being can produce approximately, so 30 bits per minute, so it's about one per second. You can get more than one a","So if we were to make a decision about what to do next, it's not quite as easy as a simple linear decision tree. And as a matter of fact, the decision","And it's like it's a system where you know what's available. What I mean by that is that, I mean, you know, we have a sense of what is available to us","110.07, 23.37, 5.92, 1.87, 0.42, 0.20,","and I can see the relationship between this and the graph of the function. You know, when you take the log of this, you'll get a straight line. It wil","I have a model of a rocket launch, I think this is what they call a Newton's cannon. And then I have a chart that's a plot of velocity versus time. An","and I see my 4 year old son, who was my first son, and I see him in his own house, he's in his own room, and his parents are sleeping. He is","the more the time interval the more the error in the measurement. So when you say, well you want to see a change in the number of people that are havi","that's why I don't know anything, I don't have a good memory for things. It's sort of the other way around for me, so that's why I didn't want to look","I think that we can use these models to analyze data, to draw some conclusions from the data. One thing is the mean and variance, or mean and covarian","So, here's the thing. There's this one thing that's always bugged me. It's about the distinction between a proof and an explanation. What are we looki","a train was going through the woods. I guess that's where the word 'railroad' came from. The word is 'rail', as in 'railroad'. It's a type of track","and I know that this is not the most efficient way of solving the problem, because you're going to have to iterate, which means that you're going to g","The thought of a possible way of finding a minimum of a function of two variables. This function has to be of a certain class, that is, it has to be a","yeah, you know, I don't have the means, I don't, I don't really have the means to go into the subject and discuss what is happening in this system, th","it's a good example of a big problem, it's like if you take a computer, and if you make a computer that can't do this and that. And then you build a b","and then I was thinking about the work that we've done in the past couple of years and in particular, the work that's been done to assess the effectiv","The function of the brain, and its primary purpose is to help us adapt to our environment. And, we know this as a matter of fact, that in terms of the","I am a physicist, but I am also a philosopher. In that way, I do physics. So when you ask me what is physics? Then I have to say that I can do physics","The key is, it's not that the system of rules of inference that is given by a logic is just one way of representing knowledge. And as I've mentioned, ","and you are doing this because you know what is going on in the world. And you're doing this to try and reduce the impact of the negative factors. But","and they don't know this and I can't explain that to them. They have a lot of difficulties with this. The whole thing of, 'We are all different, we ar","(…) then they also use it to help them develop the skills they need in order to solve problems. So they will use this problem-solving skills to develo","I'm a bit annoyed. I don't know how I feel about this, but it's clear to me that there is a problem. This is the way to go, but it is not the","what is a thought? A thought is a mental representation, it is a mental construct, it is an event that happens in the mind. In a certain sense, a thou","[T]he first time I heard about this type of process I was quite skeptical. I would have imagined that the first few steps of a process would be rather","I've been thinking about the problem of the problem. I know, at this stage, that the problem is the same problem that we are always dealing with. That","I've been reading a book, I've been thinking about the book. I'm a member of the board of the National Research Council of the National Academies, and","I think I'd like to look at a couple of things. The first thing would be the design of a new product and a new product is really something that has to","it's an interesting way of approaching the problem of language and learning. I have a question for you. Why do we think that language is so important ","so that the basic concept of what's happening here, is that we're going to have this large-scale system that is going to be driven by a bunch of local","I can't think of anything else to say. Okay. That's it. And if we were to go on in this way and look at, say, the number of times a specific word is","I just thought about how difficult it might be to find out what this [the mathematical problem] actually means. If you had a large number of such prob","The problem of the present is not the lack of attention. The problem is the lack of perception. ... In fact, it is not even the lack of perception but","if we take it out of the realm of the humanistic and put it in the realm of a more rational, a more objective, scientific approach, it may be that it ","[I]t's all about that which you are experiencing in the present moment, what your mind is doing right now, and your attention, what you're paying atte","there's something I am aware of when I'm thinking about a task. In the same way that I have a mental map of my house, which I can think about and whic","and so if I can only imagine the conditions of the brain, then I can only make some sense out of it. And then you could perhaps do some interesting re","so, if we had an arbitrary example, say the word 'triangle', then this word would be used, and we would not try to explain it in advance; we would use","and that is my definition of what a mind is, as a kind of a filter of information. So the mind is a kind of information filter that is supposed to ser","and so it's a very small bit of information. It's an observation. It's the fact that people can think about numbers or objects, and there are processe","and then we had a study which had the same result, that you couldn't really prove any effect of these treatments. But then we looked at a different pr","then you have the thought of a group of people and the thought of an individual and the question is how does the group affect the individual and the i","that's the whole reason for doing it. There's a number of reasons for doing it that I've been able to identify: it helps the learner to learn more qui","I'm looking at the results of my work on the subject of the relation between the three-dimensional space and the two-dimensional surface, the results ","then I begin to notice that there is a large number of sentences that I can be very specific about. That is, I know how to find the sentences, because","I don't know, you know. I mean, I could have said that last night, I could say it now. I could say this morning, I could do it today. There's no","I know this, but I don't know if this is really true, because I can't see. So, for me, I am in a situation where I need a certain kind of information,","I'm going to do some math on the white board. So I'm going to draw a circle with a radius of r. And I'm going to use a Greek letter for a radius. And","I could make a model, I'm just going to make a model of a set of graphs, or a model of graphs. I'm going to take a graph, I'm going to model a","I know how to solve a problem of this type. Well, I'm going to get up and write down the equation. Now let me see here. Okay. We have to solve for thi","[In] the game, what is the role of the [player]? The role of the player is to say whether the player has found the hole. ... If the player finds the h","The reason I can do this is that my computer is able to translate my brain signals into actions in the computer. To do that, the computer has to know ","I wonder what the weather is like right now at a particular location on the earth. I know that the earth is not a sphere. The earth is an oblate spher","well I'm looking at this object. I see a man wearing a suit and a hat. I'm going to take it in the direction of the Cartesian plane, to the right and ","I'm looking at the left hemisphere, and it has 48 electrodes on it, and this one's labeled 20. There's a different kind of electrode there. And there'","I'm getting better and better, right? Because what I'm doing is to, well, what I'm trying to do is to go over a problem and get better and better. So,","I'm going to use 16 bits per sample because it's going to be sampled at 20,480 per second. 16 is the right number of bits per sample","and if you have to multiply a 16 bit number by 8, you can just shift the number by 3 bits to the left, or if you want to multiply it by 8","the [H2] is the same as the [H1]. I mean, this is the same argument. Okay, now, let's think about the [H3]. Let's look at","I know that the first digit of the number is the number of prime numbers less than or equal to that number. So the first digit is 1. The second digit ","what I'm wondering is, suppose we had a model that was a kind of 'model of a model,' that is, a model of a model of something that was supposed to be ","you know, I'm going to take my hand and move it in a straight line in some random direction. Well, now I'm going to move it to the right. That's not r","a picture of the woman...not very clear...I don't think I have a woman in my mind...I think I'm in my mind now...I'm looking at...I'm not looking","and that's how you're going to have to get it from the client. And that's going to be the biggest problem in a lot of cases. Because you're going to b","this is a little bit weird that I'm thinking about the next line of this... the next line would be an n that's also at the top of that, that's in the ","it's a very common question in physics to ask whether two different charges, whether two particles that have charge are moving at constant velocity. T","a circle of circles, of rings of circles of rings. That's what it is like. You could look at it. Now let's see. You say: what is the most general thin","you know, the other day I was in the shop and there were all these big boxes of boxes, and I thought, well, that's kind of a big box, so if you look a","then they don't want to give it up. I don't want any more to give up the second number of 10, and so on, so I have to have a little more than","I remember when I was a kid, I was really into the idea that I would be doing this, and so I was just drawing little boxes and squares and putting thi","I think the answer is that a lot of that is probably the same. I think it's really easy to come up with a big equation, just to show that all this is ","it's a lot of fun to be here, you know? It's like being in your own head, sort of, and I don't think that that's so different from a lot of the","okay, so the way the energy in the universe is organized is that it's organized from the bottom up. It's organized from, well, that's not quite right.","Oh, oh, uh, this is, this is an example of a simple linear function, as we were talking about. So, uh, if we were to have, let's say, y","it's the same idea for the other one [the second image of the scene], so the other one's going to have this, then it's going to go up like this, then ","So I have a feeling that I'm in a very strange place. It's a place that I've never been before. I have a very strong feeling that I've been there befo","the triangle. Yeah, that's going to be, well, I don't know, I don't remember what the formula is. And I can remember it, but I'm not going to remember","I'm in the process of writing this, and I'm thinking about a function. Let's say you have some function like f(x). This is the input, and you want to ","And the result would be 245, which is 7 to the third power, and if we had 4, 2, and 2, then it would be 4 to","the next thing that I remember is when I was in elementary school, and I was working on a problem set, and there was a word problem, and the word prob","11:52. 23:12:52: 11:9:9: 19:19:45: 15:3","and 5 times the number of years I'm alive to that. 23 plus 5 times 23, so 23 + 5 * 23 is going to be","the angle of the triangle is 37, and then 37 plus 46, you have to multiply that, you know, and 37 times 46 equals 1","and I think that it's been a long time since I have to think that much about that. It's been about four or five years. And the way I would have done t","and it's just a straight line from here to here. You just want to draw the line, and then you have to figure out which side to put on the negative axi","I think I remember when we went down, it was 1976. I'm not sure exactly where I put that down, but it was 3.28. I'm trying","Okay, here we go. It's the day I found my first wife, my first girlfriend, and we were sitting at my house. I think it was the first week of August of","[I'm] thinking about a formula for the area of a triangle that has three sides: a, b, and c. And, uh, that is just a minus b plus c. That","I've got a list of stuff I need to do in the next day, and it's kind of interesting because it has this nice spiral symmetry. The first thing is, I ne","and then I also want to figure out how to do that, how to make sure that I'm using the most optimal solution, in the sense of using the most appropria","And so we can think of these as a kind of tree diagram. So we might have some kind of problem that's going on. And then you have some hypotheses that ","my work is now in an abstract painting style. The first thought is, what is that? I am not sure what that is. I am not aware of the style of the paint","we had to be able to make the distinction between what was in the control of the student and what wasn't. The student would have to be able, if they w","the sky is blue, the ocean is blue, grass is green. The colors of things, the colors of objects, the color of the sky, the color of ocean, color of gr","And a number that's in the middle is the square of the number 3.025, the square root of 12, the square of 25, 20 is","it's like a wheel. It's like a circle, but it's going around. But there is some sort of center. Like a spiral. But it's going in one direction, so it","I have a 273 x 114 cm2 rectangle of 15,255 mm2. What would that be in units of 1 mm2? Well,","I had a picture of a square in my head, and then it would go from the square to a cube. That was the cube of a square, the cube of the square of 1.","and then I'm looking at the triangle and then the square and then I realize that the square is just 16 squares, 2^2 = 16, and then I wonder if","It's a good thing I haven't taken the car for a ride, I don't want to blow my engine, so I don't do that. I'll do it the other way. And","and that's the whole point, you know. So, like, the whole point of it. I don't know, what are the numbers there, let's see. I think there's","1, 2, 3, 4, 5. 0.90 0.3, 0.6, 0, 1, 0.7","And then we have a 200 meter and that is going to be 2.35. And the next one is a 300 meter. And that is going to go","I am sitting in a chair. I am a little girl. I am playing with the building blocks, and I have a half block left over and I'm going to try to fit it i","three hundred and six ... thirty eight. Oh. I wonder, I wonder, how many words ... uh. Okay, so how many words. So if we're gonna do that ... we're go","and they're still all here, in this space. They're still here, I just know. There's two people in here, two people, they're here, and they're there. I","uh-huh. It's got uh... the answer's 78.6 and then it's got... it's got 37, and 37 times 2 is 7","12.18.84.753.852.581.872.173.358.517.35.","And you can see, the first three points are true for any set of data. I would say the same about the second part of the third one, but that's because ","22.79 0.36 4.74 12 200.21 0.68 10.33 12.","I am looking at a screen with a single digit on it. The screen has an axis that runs from 0 to 10. The digit is located somewhere on the axis. I need ","the computer has an average of 34.3% of the votes (from the other computers), and the average of 100 is 25.7% (the first one","And then they can go down there to pick up the 3rd level and go down 3. And then you can go up from there and go back to 4, but you can't","and you've got to make sure they are equal. Okay, so how do you do it? Well, if you do the exact same thing to both sides, the sides will stay equal. ","and the other day I was just going to go, and you know, so and so said to me, you know, we're going to be running this algorithm for about 10 days.","and the other one was 435,000, and the other was 450,000. So I'm going to try to average that. So it's","so you have to be careful, you don't want to let the computer tell you the whole story. It's an iterative process, so I think you need to use this to ","I was in an office, I think. I'm talking to someone who's doing the math, and I'm doing a calculation, I think, 2/3 * 100.","this is the fourth session, we'll use this data for a year. It's all in there. We'll see. Maybe it's interesting. It's just a long run. I'm going","And if you have a string of three, you know, one plus four, plus four plus four, you know four, so you get 12. Then you have a 12 on","and then I said, OK. I said, yeah, I have the 28th of the month. I was like, oh, so I'm on my own. I don't even","I'll give 612...625... 625, I think, I'll give 5.5. I'll give a 5. I will give a","but how does that compare? Oh, well. It's the same number of entries. Right. So, now what I want to do is I want to take that number of entries, 1","and we could say, you know, well we got this guy and the other guy is out there, so we're just gonna get all the guys on that team, or all the guys th","uh um uh I I I I've I've had that thought uh uh you know the uh I've heard that that uh the the the the number one uh the reason why people quit uh uh","okay, well, uh, if we think of the area of the square as being the area of each of these four squares is equal to this, we can take a quarter of that ","(9.7) 9.6610 8 8.9910 7 7.9907 6 6.9906","you know it's a circle so you can add and subtract so I can use the same principle on both sides and I can write the equation and now it's a little mo","... ... ... ... .. . .. . ... . . .. . .. .... .. ... . .. .. .... ... . . .... .. .. .... .. .. .. ..... .. .. ..... .... .. .... .. .....","and we go to the right and up and back up again and then we go right, down, left, up, left, down, right, up and we do this for all 10","and it is not a line, it's a plane, and then you cut it and you get a line, and you can do that with planes and points and so on, but then if you","... ... ... ... ... 6 ... ... ... -15 ... ... ... +12 ... ... ... .. ... ... ... ... 10 ... ... ... * ... ... ... .... ... ...","... ... and this is the part of the diagram that I'm going to use: y is going to be the function of x, and the value of x is going to change according","I wonder about that one. It's a good question. Well, let's start with that one, and see what we can do. I guess my first thing is to say that there ar","I am standing in a field. It is the field of my mind, not physical space. I see a circle in the sky. It is 30 miles from me. I have no idea","I am trying to think about a number of things. I'm trying to think of a word, and the word is not a number. I'm thinking of a word. It's a number word","there's an island somewhere in the Pacific. The people that live there are so isolated they've evolved a very primitive culture, so I'm going to start","I have a very nice house. It's in the middle of a forest. And it's right in a square, the house, so it's one side of a square. The house has an","uh ... [after] ... the ... uh ... the ... the ... [inaudible] ... uh ... [inaudible]. And ... that's ... that's the ... that's [ina","uh it is very hard for me to uh uh i don't know uh i don't really have a very good idea of the amount of space that that that uh you know it would tak","the same is true of the total set of natural numbers, and this can be shown to be true for the entire set of real numbers, the same is true for the se","and then we see this new perspective and we see the situation from this new perspective, and we're seeing the new perspective, but we have a little bi","And then I remember, I was reading that once again. There's another problem which is not a problem, but which is related. When you read, and you are t","you know, the only thing that is certain is the uncertainty. All the rest is speculative. This is why the mind is so fascinating. It's always there. I","and that's what's going to happen... [pause] and that is going to happen, and that is a thing that is going to occur, and that will happen... that's g","and I know it was a bad decision, but I have no idea how to fix it, because it was based upon the incorrect assumptions. Now, if I knew all the releva","I am thinking that the state of the earth has been influenced by human intervention (and I know that the state has not changed in terms of physical ge","there were all sorts of things going through my head and I tried to make a note of them. I thought about my mother's family, some of my childhood frie","[T]his is a story that I used to tell when I was very young and very silly... When I was a young child... I remember a lot of my memories from being v","a wave of emotions swept over me. I was happy, sad, fearful, anxious, in love, nostalgic, proud, lonely. I was thinking of my parents and family, frie","and then there's another thought that I had, and that is, I wonder if in some ways it's a mistake for people to think of mathematics as a kind of a la","I'm thinking about the word 'neuroticism' and the word 'inhibited' and how it's different from a neurotic personality. That's a bit of a chicken-and-e","I would like to say that, I would like... I would like that my daughter would get more out of school, she's in the second grade and I would like her t","[P]ersonal, the human person, is the fundamental, essential reality of the universe and that, therefore, the person is the true measure of everything.","Now what's this thing that is happening in my mind. I am seeing myself as a woman. I am a woman, and I am aware of my existence as a woman, in that wa","you can see the whole universe in your own mind at any time, if you have the capacity for it. It's like looking in a mirror: you don't necessarily see","and when I was a young child, I would like to think that I would have been a lot more self-obsessed and egotistical, and as a result would have been m","we have a little bit of this, you know, our cultural world, that we call science and then we have something that we call the scientific method, and th","I think that I'm sitting here on my couch, which is my living room couch, and I am reading a book in my left hand and my left thumb and forefinger are","what do you think about the person who says that the problem of consciousness cannot be addressed from a scientific point of view because it is not a ","I just think, for example, about the other day I was talking to someone, and they were saying something that I felt was totally wrong, and I was sayin"],["I see the house. The house is white. It's a very old house. It's got a red door, with white shutters. I'm in a white dress. I'm walking up","[T]hey [the children] just sort of played in this field... [I]t was so beautiful. ... [T]he whole field was like an orchard, ...the trees","in the last room in the last hall in the last building in the last street, he saw the figure, just a shadow, on the wall. He saw it before he saw it. ","it's just a bit too late. Oh. This is an awful time. I have to go in, it's not as bad as it could be but it's pretty bad. I'll go","I feel a little bit dizzy. I'm very tired, and my legs are going all the time. I feel like I'm on the edge of a cliff, I feel a little dizzy and a","you can see the shadows of the trees, and the bushes, and you can see the trees. The leaves are the colour of silver, and the leaves are thick and the","And the person I'm working with, the woman I was talking about, she's got a big dog, and a cat that is a little bit meaner than the big dog. And it's","and then you know it's like a light switch, you know it, like you have that thing where it's like if it's dark you just turn on a light switch and the","and I had a friend in a band, and we were writing songs... I think I'm gonna write a song about... yeah. [silence] Oh no! [long sigh] [music","I can't sleep. I think about this. This is like, I feel this feeling in my legs like this. I can't remember the name of this song, but I think it's,","the earth and the sky, they are close together, you know the sky and the earth, they're close together. It's the moon's reflection, I think it's a moo","And the snow on the mountain, the mountains are beautiful... There's a snow on the mountains. I can't remember the name of it... The snow on the river","the earth, the earth, the earth. The earth, the sun. The earth is the earth, the air. The earth's the earth, it's a star. The earth. The air","I'm lying on the grass... in a field of grass... I'm looking at the sky... the sky is so blue... the sky blue... I'm not lying on the ground, I'm","like the stars of the night sky, or the mountains, the rocks, the ground, the rocks... they all seem to be at rest. They all seem to hold still, and i","the sun is burning on my face. ...the sun is bright, it's so hot. I'm getting dizzy and my heart is beating fast. ...the tree is big, big. It's","that is just a little bird, and there's the sun on top of it, and a little tree to the right of it, a big one with big leaves, and they're yellow and ","And, like, I'm supposed to be, you know, the, like, the, you know -- like, the person who is, like, supposed to be the, like the, like","I think I'm going to call this one the 'spiral' thing, because it spirals up, it's not just going up in a straight line, it's spiraling up. ...","I'm looking down at my hands and they're like big hands, and they're coming together in the center of my chest, and they've got this white light. And ","I can't remember, I don't think I was there. I don't know. I remember it as being a really pretty scene. I think that's the scene that was on the bott","and I'm looking down the road and this road is all kind of steep and I'm sitting in the bottom of this valley and all of a sudden I look up and I see ","And I thought I'd have a lot of fun, I thought I could do this and do that, and I could have a lot of fun... And I thought I was going to have to make","and there was a man, and the man was a tree, and it was a man and the man went down the hill and he was walking, and he went down, down down. And then","I just saw a doggie chasing a rabbit in a meadow, and it's getting pretty wet and muddy, and he's all muddy and it's a sunny day. It's a beautiful sun","the sky, the sky is a dark blue, and then there are the clouds, the clouds are white and fluffy and pink, and they are all over the sky. The sun comes","the idea of having an extra arm is great, but I don't see it that way, so I'll make it a bit different. I'm trying to make an extra arm. I'm gonna","and it's so hard to get around it because it's got like the one big rock in it and it's like it's got a big rock in the middle of it that's like the o","and so I can't get over this thing that's going on. I don't know what it is, but this little red, little red thing, it's like a red bubble of fire,","this is a test of a theory of thought and mind. It is a test for a theory of mind and the mind, of the way the mind works. I have a theory of how the ","you are in a forest and there's a lake there and it's a circular lake. And there's a waterfall and it's at the top of the waterfall, and there's this ","I could take a walk... [pause]...a walk down to the river... [pause]...I could take a little walk, down to the rivers... [pause] ...maybe even on","and I've always wanted to see the night sky...and the moon. I guess I'd like to see that. The sky is like a big... like a big canvas. It's so dark","I see a boat sailing with the current, I think of the song 'the current will take me where I'm meant to be'. I'm on a boat, a small boat, with the wav","that's what it is, that's what it does. Now, if you put that out there, now, if you go out on a long walk, and you see the world as it is","so then you have to imagine the white snow, then you have to do the same thing but instead of white snow, you do the blue sky and you do that with the","And then, I think about my grandpa's house. We went there for a while. And then we drove back. I think I'm going to say we were going to go to the Gra","I am looking at the trees. They are very beautiful. It's a beautiful morning. I have a picture of a tree, in the center of a circle. There is a tree g","we've been up to about the sixth or seventh chapter, I think. That's the one with the woman and the baby. And the baby's crawling and it's all around ","I'm doing a think-aloud. I'm thinking, well, I can't see very well, I'm getting to be quite old, and I don't know when I'll have to get","And that was an image of a baby. That was a baby that had a little head. It was just a little head in a box, with a little, little, head with a little","there was an accident today. ... a truck crashed into a wall ... they got away. ... there's a fire in the garden. ... I can see the fire. ... there wa","Oh no, not a good time for the little dog to get out of here. But he'll make it to the outside in the end. And that little dog is the size of a teac","and this is just what I was going to say before you came in... oh yes... here it is... the back... back... I can see it... I see it... here... the bac","this is the most exciting part of the study, the most exciting. There's a big hole in the floor. Well, I'm not sure. I don't know that yet, but it is","I can't remember that... I can't remember those words. But... [Pause.] But... there's a... [Pause.] There's a word... it's like the... I can't","and it's in a kind of a bubble, like an air bubble, and it's like a little bubble and the bubbles are going to all over the room and they're just kind","and the sky, the sky's a dark blue and the earth, the earth's a dark brown, and then it's dark brown and then the ground is black and then the water's","so, we got all these boxes here, and the boxes are, like, for the little girls, and then all the little boys have the blue ones, and then I just, I ju","all those old houses and the old stone buildings, and the little tiny houses and the big houses in the middle of the forest, like this little tiny lit","I have a baby, a girl. I've got her at home with my wife. And she's so small that she can't stand up on her own. She just falls down and she's","a man who was in his car and he was going down this hill and the car was going really fast, and then the car got stuck and then it got stuck in the mu","we're sitting up here looking at this blue sky and the ground's green and the grass is green and the clouds are a light blue and this was a great morn","The words 'big' and 'black' came out of my head, and then a voice said, 'Black and big!' And then it got all big and black in the back of my head","I'm not a very good driver. I'm afraid of flying. I'm a bad swimmer. I'm an awful diver. I'm awful at all the sports. I'm not good at","I think you're going to have to, I think you're going to have a lot of work on your hands. It's going to take you a lot of time. I hope you're going","like that's what it's like. Yeah. We can't be here. Yeah, it's all just this whole thing. We can be here for a while. We can take a turn around","I'm just thinking about you, that's all, you know, like you're down there, and it's all warm and cozy, and you're looking at the lights and they're go","I was in a dream...I was in an orange room...and the walls were orange...and the orange was a really nice, smooth orange...and I was sitting at a tabl","and it's a small town. Well, we just saw this huge town on the way up. And that was like in the center of the state. And it's just kind of like a smal","[laughs] like, the time that I was in New York, and I was like, oh my God, this is so weird. We were in like a church and it was like a big","it's kind of like an abstract, sort of like, a like a big square. Like a box of something that has a square shape. Yeah, it has a little bit of a, a","uh, well, it's kind of a weird sound... (I hear something) that sound (squeaks) I guess. (squeak) Yeah, and then there's some kind","well, I wonder, I wonder if I can see. I don't know if I can, if I can actually see with this thing here. I wonder if it is like this. I wonder","so, then, uh, if it were like a, uh, uh, like, say, an airplane or something, so it would, would be like, if it had wings, but it","and I can see it in my mind. I have a cat. I'm not sure what kind, but it's got brown fur, and it's got like a white head, and like a","I like to look at my feet, I think it's like watching a little movie, kind of, and then you go to the beach, you go to the big ocean and look at the w","the brain, the brain is a thing that's like a big cell, or like a bunch of cells, but it's a big cell that's a big thing and it has a brain stem,","you're a great... well... I... I love you, you're a really good person... well... you... you... well... that's a great person... oh... great. Oh,","[cough] ... [cough] a bunch of trees, um, standing, standing up in a bunch of clusters and they have, um, [cough], a bunch of big trees","it's kind of funny you say that, that the, you know, the world, the whole world has a magnetic field, because I think that, you know that's one of my ","that's how you do it... uh.. I think.. if you... if you're trying to design a... like... you know like a computer, or something, you need to understan","this is the second one. Oh yeah. Okay so like you could like it's like the difference between a linear relationship and a non linear relationship, rig","i've got a car accident. The car accident, where there are, um, two cars, or one car going across the intersection, and then a second car comes into t","what? Oh, yes. That's a good question. Yeah, I was thinking about that. I remember when we first came here and my girlfriend, I had just gotten her he","... the 'X' in the center is not actually the same as the 'Xs' in the corners, because it's really more like a pentagon with five sides that's squishe","I guess that's why they call it the sun. Because it's just a big ball of gas and you can't really see what's going on. But, because it's just big enou","And that's sort of like how the world is, too. It's just the world's kind of like the sun. But the sun's not, like a solid ball. It's more like","I've seen a lot of movies lately where they have this space station. And I always look at the space station and think, man that's an interesting desig","this is one of my favorite movies, Terminator 2, and I'm watching it, and it's one of those movies where you think it's pretty much science fiction, b","a little bit of a smiley face on top of it. I've got a little bit of red, a little bit of green, a little bit, I'm not sure of all the colors","I can see the lights on the highway, and it's night, so I can see the night and the highway. I've got a plane. Yeah. That's good. I'm glad I","that's the point, you know? Like I can't hear the wind, but I can hear the sound of the wind. I can hear, you know, the sound of water, I can","and there is a little boy named Trevor, he's about two years old and he's the kid that just gets all excited and he's like 'Ooh, I wanna go up there!'","I'm thinking about that one time that I got a hold of that whole big blob of that stuff and it just sort of broke off. And it's like you're supposed t","I was on the plane from...the flight...from Denver to Houston, so that's what...it's kind of a rough ride, you know, a little bit of a rough...ride on","and it's really just like a rock and the rock is moving and it's going in one direction and it's falling and it's moving and it's... it's falling off ","there are like some little things in the middle of the day that you would like to do, like if you wanted to do like a little task, like take like a na","this one is my friend, I think. That is my friend. Oh, I'm going to start a new friend. That is a new friend that is in my room, right now, sitting","I'm trying to figure out what my eyes look like... I'm trying to see... it's a blue thing... I can see my eye in blue, I can see it in blue... I","I'm going to say, I think about, I'm not sure why, I think about my family. I think about my parents' faces. They were in a car accident. So, I","this is like a person looking through a telescope. And then that telescope can focus in. And I guess the first step of this would be to be looking thr","And, uh, I'm uh, uh, my, my, uh, uh, and then the uh, the other uh, the uh, uh, the, the, uh, well,","so uh, yeah, so uh, uh, um, uh, uh uh, um, okay. Let's see. Um, uh, so, so, I'm going to see, I","Oh, you know, I was just going to say, I'm just thinking about that guy who, who I just saw, I was listening to music, and I saw him, I know,","I'll make a pie crust this afternoon... oh my gosh... oh man, my car needs to be fixed... yeah... yeah, my car is totally a mess... oh man... I need","you know, I remember I was up last night. I was up late last night and I was playing with the game and I got into this game where you play as this mon","this is my brain and it is a spaceship. and we are flying down the river and we're taking a picture of a city and i can see the city and the moon and ","and then I saw this... there was this tree and a squirrel, it was a really tall tree and it was dark and the squirrel was white, and it was holding it","I'm thinking of a boy. I can see him right now, he's a little boy, I'm thinking of him and he's not thinking of me but I can see him just the way","oh no, no, no! that's not a good thing. okay. yeah. i see it. okay. okay. let's go to that one. okay. so it's gonna be","and there's a sign up there that's got an arrow pointing to the other side, like a back arrow or something and I thought to myself, 'You know, that co","oh, the world is big. You're very big. And it's really hot. Like in the summer time. That's summer time. It's really, really, hot. You know like","the little bird with the red spot... oh my goodness... i'm really hungry... oh i've been staring at that bird for a while, and i was thinking that it ","I was thinking about what I'm doing for work tomorrow night. I'm gonna watch some football. I'm trying to decide which channel, but I can't decide. I'","and that's what we're doing right now, right? We're, we're, we've got all the... we've got a, a little bit of, I don't know what we","um um ... I can't do it ... um ... no, no ... well, yeah, um ... yeah, we're out of ... yeah, um, yeah, you know, I can't","and that's right. Okay. That's right, but that's a lot of work. That's a lot... well, that's a... that's a whole lot of work, because you","what am I doing? I'm like I'm walking a street and a sign pops up and it says something, and I have to look at it for a second or something. Just for ","um I'm not going to draw my picture anymore... I just drew this for a moment and I have to keep going I need a piece of paper.. I need a pen. Okay.. u","and I'm thinking of the last time I went to the library to do my research, I had like a whole bunch of books that were just on this one subject, like ","oh, and uh, and uh, uh, oh, okay, i'll just check with her, let her know what's what. So uh, so like if you look up here, here","I've been to this restaurant before, it's in a different place, the other one is in a different location, that one's the same one I had here at the be","I've been wanting to take this in here. I mean this is really the most natural, like the most natural place that you could be because I've never seen ","I don't even know why I'm here. I've never really been here before. I mean, I know where it is, and I've been here a few times, but I don't","and the second is... well, I have to... I'm trying to find out if there's a word for it, the second part of the word. ... The first part of the two wo","it's a good point. That is a good point about the other question, because the other question is how does a child learn to be a good adult? and how doe","this is just what we're doing in the course right now... okay, I don't think you need to take the whole thing away. But what I did notice, the way I h","I guess I'm not very good at this. So I'll try something else. What can I do? Maybe I'll write it down. And see. No, I'm not good at this","okay... what about this? uh... what about... uh, you know... let's say this guy... uh, how many... how many... uh... okay... the... the... so that","um i was in i was in a college class on on the history of psychology and we did some sort of sort of a project and it was a project where we had to wr","[01:58:00] okay i am going to look at my spreadsheet again. That's just to see what I'm going to have to do to the data. I mean","you know, like the data was like, like a, you know, if it's a time series, it's a lot of time series data. So I'd have to like, make it","this is the 2nd year I've been here in Seattle. And I went to the... I think it was like... I think they have a seminar on Tuesday... I think we just ","a few other things: we have this new, uh, I guess this new software, this new, new, new new, new software that we, um, that we, that we're trying","well, I was talking about the 'chuck' I was looking at today, right? So the 'chucks' I looked at today were, like, this guy over here on the left","[ ] [ ] [ ][ ] [ ] ... [ ] [ [ ] [] [ ] [ ]] [ ] [ [] [ ] [[] ] [] [] [ ][ ] ] [ ] [] [","And I'm sitting there on the couch and I'm, uh, just thinking about, uh, the, uh, 30 minutes of, of, of my life that I've already lived","I was thinking about something today, this morning, and I thought about this guy that's supposed to come in, I'm not sure if he's a professor or somet","and we have to go back to our little notebook, we had it in there and that's going to be, that was a really good thing we did. So we did that for like","you know, so it was, it was about 6 years ago. I think I'm not quite sure how the start of this problem started, but I do know that I was going to get","I was watching a video and it was a documentary on this woman that went out on the Titanic, and she had her little boat, and it was about 11:45, it's","(1) Okay, I think I'll try the one of the... um, the one that I used to play last year. (2) I can't think of the name of it right","well, you know, we're getting back into a habit of doing the homework after every test and before every test, so it's like every other class. And we'r","I don't know if this would be a good place to put in a [0:11] statement about [0:00] our progress [0:30]. The [0","right so I was thinking, I was thinking about a little bit of the information from the reading that we had done yesterday, and I had made a list of th","but also, you know, if I'm working on a problem set for like Calculus II, like if I have a question that I'm supposed to be solving, and I start doing","the idea of the self is actually quite interesting, because that's one of the big things in the cognitive science of philosophy, and I'm thinking of t","okay, I'm trying to write a story for the second assignment. And I need to find something that's more interesting than what I was going to do. And I h","and that's how you get to the other side of the Atlantic. Like, you get to Miami or something. Or New York City. Or wherever you wanna go. And I wonde","And this is interesting because you know it's an area of math and I mean there's a lot of math and this is really just a tiny little bit of a tiny par","and it's interesting how we can get so far with something that's very specific, and then go back and realize there's this huge universe that we could ","and I can't just say that because I think we need to consider, well, you know, the case that we would just have a uniform system of education where ev","a big thing, I guess. A big thing. A big project. I'm working with a friend of mine. We're going to build a project where I'm going to be using a lang","so then you have to decide how much money you need to invest. That's the first step, and then you decide how much interest you want. And then you deci","that the government can't be expected to solve all of these problems that we have. In other words, the government can be expected to make some changes","the number of people that are here that I think can make a difference and who are already here. And so we could have a big movement. I don't think I'v","but what I know from my own experience is that it's a real problem, particularly, as you said, for the first year or so. If you have an idea, you writ","And then I started to think about some of the things that I've seen in terms of my own thinking that was in the early years and the late years of my c","we are going to have a discussion about a paper we are going to write and one of the problems with writing papers is that you want to write what is ca","okay, and I'm going to say the one thing that I really enjoy, that I think, and it's not always that we have a choice. I'm going to talk about what I ","you know I just wanted to kind of bring that up, and it was not as a critique of the authors, but to kind of make the point that it is not easy for so","The one thing I want to do is make sure that I have a better understanding of the psychological factors that go into the process. For example, I know ","I was a big fan of 'The Power of Now' and that was a really good book that I recommend to people. And that was something that really resonated with me","the other thing I'm thinking about is that, that the thing that we have to keep in mind when we are considering this is that the data set that we have","what I want to do is to be able to develop a theory about how to interpret this data so that we can understand the real meaning. So what I want to tak","I remember that when I first heard the concept of thinking, I had this very concrete image, in my head, of the idea that thinking is just like an elec","this is the sort of thing I'm talking about. I'm talking in terms of this little bit of material, and then it goes to this little bit and then it's a ","there's a couple things I think about... I think about my own brain, and how that brain evolved to do things... there are a couple different kinds of ","you know that you're in your head, you have all these little processes that you're running on your computer that are doing stuff in the background, bu","I mean, I have a problem with that because when you have an issue in a particular domain and you're trying to come up with a solution, it's very diffi","I'm going to be working on the data sets that are coming in, and there's a lot of work to do on the data to see whether they're consistent with the pr","and you can see that the two [images of the two birds] are quite different. And they're also quite different in terms of the color and size. So, one w","you're gonna have to think of that on your own, and I guess there are probably several different ways you can do it. So you may end up with different ","I have been to the museum, which is actually a huge space that is a public space and a research facility, and that's also where we have the new exhibi","well, and you know, it was really a different way of doing things, but it's interesting to see how some of these ideas could be adapted, and how they ","I feel, I don't know, I'm a bit tired, so I don't feel I'm as productive as I would like to be, but I feel I'm still a bit of a","the fact that there's a lot of different theories about what is going on in the brain is interesting to me, I guess, because it shows how much we don'","It's a great exercise. It's not at all like what I do in my research because I tend to be more analytical in my work. But the value of this exercise f","I had a vision, which I believe was a vision that came through my meditation and it came out that there were seven areas of consciousness, the most ba","[T]hat is a little bit like having a brain that is very finely tuned for some particular task and therefore not as robust in other areas. If you are r","and so, what is this, I want to do this and, and, and this is going to be the product of that, and what will it be the product, and, ah, maybe","and then there was an attempt to make a sort of a scientific theory of the entire thing, but this was done in the spirit of an individual project, wit","so that's the thing, that's the problem, is that I can't really go through my thought process step-by-step, but I can take an image in my mind, and I ","I'm wondering now, if I look at a screen with a certain kind of noise, will my brain produce that noise? Because, if that noise was produced by me, it","and we have to have the capacity to learn, so you have to be able to change the neural pathways to do that, and there's a whole bunch of research on t","I'm thinking of a very specific example of a function that I wrote for a while that I had to use and it was kind of a simple problem. And I don't reme","I'm going to make this a list. I'm going to start a list that is going to be a kind of a mind map of this idea of...and then, I'm going to have","I don't know. It's not clear what's going on. What's going on in your mind? Well, you've got your idea about the data, but you've got to decide what","I was just thinking, the number one thing that I did when I was teaching high school, was to say things like, 'What is the relationship between the gr","I'm going to do a random search for the word 'meme' in Google Scholar. I'll search for all the papers with 'meme,' but I'll look at just a few of","we're going to... well, let's take a look at what we've done so far. And then I can probably tell you, at least qualitatively, why it is that the...","So what was that? The idea of this was the idea of this. Now let me put it like this, I'm trying to find an example where you have to deal with the pr","this is how I could prove the theorem. I could use a lot of these different ideas, but the problem is that each idea is going to give rise to many new","I don't think we can do anything with this right now, it's going to take us a while to get there. So if we have to do this with a lot of iterations, w","I have a couple of theories about that. One theory is that this is what the brain does naturally. There's no way for it to be a conscious effort. So, ","I was thinking of a story I read about a couple years ago that talked about the ways in which people are predisposed towards certain patterns of behav","I remember being a kid and when I was doing algebra or something like that, I was just like 'oh, I just know how this works' and it's almost as if the","we might find some kind of a general method of creating a set of models that are in a sense, somehow, related to each other, and so you could think ab","And that is going to lead to the second model, which is going to be an extension of the first. But we're going to be using a model based on the same s","and then that's the reason that you've been having those dreams that you can't explain, or the ones where you're not remembering. ... And so that's wh","this is a 4.3, I mean 4.1 and 1.2, so, let's see, how many possible combinations there are with the given, if it's the","yeah, I think the main problem is that we are not able to control the process of what the brain is doing, in a sense. The brain is just doing it and i","we're going to look at the color blue. So, I'm going to ask you to make a list of all the different things that come to mind when you think of the wor","there's a whole series of things that I was going through. So I said, well, you know, the thing that's probably important here is that you're trying t","I was trying to remember. I was trying to recall some memories and I was not very successful, which is not surprising, because the more successful I w","I have to make a decision about whether I should change my plan. So far I have been making decisions based on the assumption that I should complete al","I wonder what a person who has a high IQ would look like. Would it be a person with a high IQ, and how do they behave differently? Well, for one, I wo","the thing that's not working is the thing that I didn't get. You know, I'm not getting what I'm asking. You know it's like I'm not able to see or hear","what I have on the board right now, and I'm not going to go into a lot of detail about this, but there are a set of rules that govern the design of an","it's a little bit like a movie you know. It's just a bunch of shots of people, or some people, and it's a bunch of things that we see in our own lives","and so I'm going to talk about this little problem and I'm going to give a solution to this little problem. What does it mean to be a good teacher? We","so we have the point, we're going to take our 500,000 or so samples, which have the points and the distances, we want to see how those distances,","I'm saying that, at any given time, the brain is not going to be processing the whole stimulus set. It's going to be doing the thing that it finds eas","the word, I think of the word. And, then, if I think of a word, I'd like to think of the definition of it. But, then I have to think, do","and now I'm in the middle of the train and I'm not going to get off at the end station and I'm just going to get onto the next train and go somewhere ","I'm reading, and I've been reading the same paragraph. So I'm just going to read it again, and I think the same thing will happen, but I won't be able","I think that if we're using a two-factor ANOVA to examine the difference between three conditions, then if we have the same number of subjects in each","and I'm in this world of thoughts. ... so I'm here, and I'm looking at this screen, and I think about the screen. I'm looking through the screen, and ","you know the old thing, right? That if you have a square matrix, if you have the inverse of the matrix, then you can multiply the inverse by the vecto","I guess that is a good enough measure. I think that's probably enough to work with. But then, what happens to this equation? I'm going to take my own ","I have a question to ask about the problem we are studying. I have an idea how to answer this question. I don't want to repeat the question. It is, ho","I don't understand what the purpose of this is. It's like the experiment that I don't want to do is not the one that I should do. So, I don't know. It","a lot of the time, I think, a lot of people don't quite get how to think. And they think in an abstract way, they think in terms of high-level abstrac","I'm not sure why I'm doing this, but I think it's for a better understanding of the underlying structure of a human mind, in terms of the processes th","we can do a lot of stuff to make sure we get the right answer. There are lots of different types of data that can be used and lots of ways to analyze ","but we can't have a second brain with different reasoning because if we do, then we have no control. If we can't control them, then there's no reason ","I know it's been a long time since I was in a lab. But I know how to do this. I know it goes like this. First, you set up the stimuli and then you","I'm thinking that when I make decisions, I try to consider all possible options and their outcomes and then choose the best option. In other words, I'","uh yeah, I've been doing that uh, I'm wondering why is that, uh, I don't know why I'm doing it, why I'm uh, well, why I didn't","The way the code works is, it works by this algorithm: if a new request comes in, it sees if we can route it to a single server. If it can, it routes ","the end of the day is the end of the month. The end of the week is the end of a month. It's the same thing as the end of something. It's a limit.","I am going to a party. I will be sitting on a couch in a room. I'm going to have a conversation with the people sitting around me, maybe I'm going to ","I don't know how to draw, because I have never done it. I think if I just sat down at a computer and drew a rectangle, I would do it because I am good","so if we could somehow know which direction the universe is moving in, then we could know how to measure that. For example, if I was able to predict t","I'm thinking of all the other ways, and I'm trying to see which one is right, and I was thinking about using the different kinds of arithmetic. I'm tr","I feel this tension. And I can feel the tension of the body, and the tension of the mind, and the tension between these, and I can feel how I can cont","we can get to a state of mind where we can think with complete freedom, and that is what I'm going to try to do now, because that's what I want to do ","okay, I've got a good example of this in my mind. It's from my experience, and it's from my work. The context is the design of a system. I'm looking t","there are some things that you need to consider. For example, I have the idea that I want to talk about the concept of intelligence. I think I might n","oh, the state of mind of the moment, it is, it's like it's like a very, very, it's a very complicated state, I think that the brain has a very complic","I think about a lot of different things. One thing I think about is the fact that it seems like the brain is pretty good at producing words. That's so","and we'd get to the next one and say oh, you know, this is pretty easy. You can sort of work through this in a straight forward way. But the other one","So, I'm thinking about a program that I'm trying to develop. So, the idea is that it is, if you have a function, it is a function. It is a mathematica","[I am] trying to explain the [... of the... of the ... of the ...] of the ... [I think of the ... as a ...] ... the [... is an abstraction","if you don't, you'll end up with a system which is not really designed to solve the problem but only to do whatever the last thing you did was to do, ","I don't really know what I'm doing. I'm not sure what it is. I have a lot of problems. I think there's a lot of ways of doing this and I'm not","I've been trying to understand the relationship between a (let's say) 70 year old person's cognitive system and a 65 year old person's. But it's not j","I see an elephant. I know it's an elephant. But I can't see it clearly. The elephant is blurry. There's a lot of blur. I know the shape of the elephan","the image of a pencil... [looks up] a pencil... is a pencil... that I have in my hand... that I am holding... this pencil... [looking around] ...I hav","this is a strange feeling, so let's get rid of that, but that would be a problem, and this is a problem. ... OK, so that's the problem. And, if we","I think there is a good chance that the hypothesis is true. In this experiment, I want to find out if the hypothesis is correct or incorrect. If the h","oh, and I just remembered this other fact about the LHS that I had seen on the web. It's that LHS is related to the right hand side of an equation in ","(pause) And, how about, I'm not sure if the initial problem was actually that hard to solve, but I think that the initial problem would be to see that","and if I want to go from point A to point B, it's not only a matter of how many straight lines are there. For example, if I want a straight line, I wi","and we know that we are here. Now, we have to go back, that's where we need to go back and we need to take this into account and that's the reason why","I think I just thought I was thinking I was thinking ... and I'm thinking now. I think I'm thinking that I just thought that I was thinking that I was","a little bit of an activity, that is, an activity, of, of a, of a thinking, a thought that I want to explore, an activity. So, I'm gonna think of","the (s)he is going to be thinking about me and saying 'Oh, this is the man I should be thinking about and this is the woman I should be thinking about","a 77. And then it goes down to a 17, which is the same as a 100. And that's what we are looking for. Okay. Now if","and I know what the number of days is, but that's a bad way of thinking. Because, as soon as I think in a way that's not appropriate to the task, then","and now, in the end, the data from all this should be integrated and the new ideas should be worked out. I think it's important to develop the idea th","we're doing a study of the way that the brain works... so we've got a number of... of different ways that we can do this. We can either use a lot of d","and in that sense, you know, we're still in the same place, the same location, but you know, the idea that, you know the idea that there's a time diff","and I have to be more careful about how I state the questions I am asking, or I am more likely to bias the results because of what is said. For exampl","I can't tell you where you are, where you've been, where you're going, or how much time is left for you to live. I can't tell you which questions to a","I think you've done this before, that's the big issue. If you've done it before, then you know that the standard deviation of the difference between t","I'm sure that the author of a paper about an animal model for this kind of memory would say that this is a good animal model because they've taken an ","The whole thing, the whole thing is a function of the space time continuum. And so we need to, what we need to do is, we need to construct a model of ","the two words 'dark' and 'bright' are used in many different ways. For example, when we think about the dark and bright, it seems to mean something ve","so when I had been there and I think I had been at a meeting where you had a number of people on a white board and you were trying to put ideas onto t","I was at a party this afternoon, and I was doing some work in my car and I had a bunch of people sitting around talking and I had one person who was d","I have a friend in this office that has had this job for 10 years now. And he is getting ready to retire. And he's planning a 3-week trip. And he has","and that's why it's important to look at the data, because we want to know if you really are capturing the population of interest. But there are sever","I'll talk about how to get started. We can think of the most interesting problem or we can think of a problem that we know how to solve. It depends on","I'm in the lab right now... I'm looking at my monitor. It's a kind of text, a text which contains the same type of text as it contains the type of tex","and I am going to work on that a little bit. I'll show you what I mean. If you think of two numbers, and we're going to define them as a and b. The","we can look at the problem in two ways. Let's start with the first way. The first way is, we can say that there are a bunch of hypotheses that the mod","and I'm going to get 250,000 euros from this research because it's so new, and I'm also going to get, say 1000 or","the last thing is that we should ask ourselves, is the theory of relativity not in some sense just an approximation to a more correct theory that has ","what is this, we can see the objects in front of us in terms of a 2D representation, a map, and we can see how to reconstruct it in 3D space. But","a few more seconds. Let me take the microphone off. That's enough. Okay. What I just said, I just said this. Now we're going to do something else. We'","it's not going to work. If I want to go back to that original question, why is the '62 car going to be faster than the '68 car. The first question is","I'll show you how to find the zero. You have to be able to take the derivative of the function at the point and show that it equals zero, and then the","well, I've seen that with the way they were, and also the way that the people that were in charge of the class were, they were really not very good at","I just woke up. My wife's been asleep in my bed. I'm in a chair right now. It's an old-fashioned chair, an executive chair. I'm watching TV. There's","I am a 11th grader. So, I'm in my third year of my undergraduate degree in political science. It's a degree that I've done that's kind of in the","uh-huh, yeah, yeah, that's all right. I can do that. And if I could do that, then I could do these other things, which are really important for the sy","the only way to find the value of this is to go back to the original definition of the standard normal distribution. So that was the standard normal r","so the set of all n-bit strings is all possible ways to place n zeros or ones on an n-bit string. And so, I need to find all possible combinations for","100,000, 101, 193, 152, 56, 32, 21, 4,","[3] a [13] [17] b [26] [32] a [45] [48] [49] [52] [5","... ... 5001112232343445445656767786878878797","2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17","I could go back, because I was on the edge of a cliff and the cliff is high and the cliff goes up for about ten seconds, and it starts to fall off, an","you'll see this [a small circle in the center of the screen] on the screen and then the circle will expand to 50 pixels and then back to 10 pixels. Th","36.8 14.8 7.3 3.7 1.9 1.0 0.5 0.2 0.1 0","I have a strong feeling that you have a strong connection to the universe. If you have a strong connection, you should have a strong sense of responsi","I'm using the fact that a (reducing agent) reduces the other side, so it has to be positive... or the other side would have to be positive also for th","and it's a triangle, but we can see it's actually a four sided shape, but in fact a triangle. That's the reason that this works, because we don't have","so when I started, I just said, 'I'll just say the first thing I think of.' That was my starting point, and I just went along saying things until I fe","and 25x25 = 625, and the other one is the 2x25 so that's 2x50 = 100, so","so 15 times 10 is 150, so 14.6 times 1.5 is 146 times 0.75... 10","and then I started thinking of the amount of water you've used on a given day and it occurred to me that I'm using so little water and I'd like to see","[after about a 2 minute pause] I was walking down the street and I noticed a sign that said there was a free concert. I was thinking to myself I wonde","3 times 3 = 9. 3 times 6 = 18. 3 is 1/3 of 9 and 6 is 2/3 of the","And the 2nd is I'll see what the 2 is in a minute. It's just the first one. One is just a little bit. There. Then if it's just one","Now you're moving your arms, and moving your legs, and moving... now you're moving from... to... but it's not like that, it's not the same, you're not","2658.664...194.961...161.28...72.78...80.91...2.25","16 22 40 80 160 320 640 1280 2560 5120 1","I've got to tell you I've never had to put this in before. That's where the computer is. Where I put in the computer. That's 5, 0, 4","1.125 1. 33.333. 0.33 60. 15. 2.33.4. 3","I'd better go and do my homework now. 2021. 2 hours 15 min 60 s. 29 min 3 s. 0.0","that's a nice way of thinking of it. I guess that's sort of what it means to have an understanding. But is there a difference in how we understand thi","I can see a screen behind the picture. There are two numbers 2 and 4 on it. It is a 60 x 60 screen and the picture is 30 x","the woman in the red dress ... the woman in red ... the woman is in the red ... red dress ... in the red dress... red dress ... red dress on a woman .","but the [slip of pen] didn't come. I put the [pen] on the table. [The pen is on the table.] Then I remembered that I need to put it on","I think it's the best thing you ever saw... You could go out and buy some bread and you could buy some lettuce and some tomatoes and you could have a ","So we could try to have 12 times 5, 6 times 2. We can't make a 10 times 4. I'm going to try to make 5","I think about the future, and the future is a circle. I'm gonna make this a little bit bigger. This is going to be a circle, because if I do it the ot","[02:01:12] it would be 57, if you're going from 18 and then adding 39. It would be 39 1","Oh yes, and then you'd have 2 more, 1 1/2, 1/3, 1/4, 1/5, 1/6, and","I was going to have a bowl of soup, and I'd like to have another bowl of soup after that. Then, I was going to make a sandwich, and then I'd like anot","The number 2299 divided by 3, what's that? That's 766 and 1/3. Let's do that 767 times 1/","a book that has 83 chapters... 83 times 45 ... 5 times 7.6. 37. 76 times 5, 5 times what","I'm sitting down. This is 22. I'm going to go up to 26. Now I have 22 to 27. I have 10,0","what is the purpose of my life? Oh, the purpose of my life is to live. How long does that last, 70 years. 365 times 70 is","and then, at the top of the page, I was going to write 'in a year I will be' and then a few numbers after it. I thought 10000.","and it is, of course, the fact that this is 10000th, that it's 10th. The 100th is 1. The","and then it's going to go into this next section, this section is the fourth and the last, then it's a fifth one, and it's the fifth section, and then","that would be the case of, a sequence of 20 numbers. How many different sequences are possible, 0 to 9? And now we have 10 different choices. If we","and it is a good thing that I was able to be here, to get the opportunity to use the program, the opportunity to study the program. If it has not been","then you have 45 - 100 square centimeters, and that is 175 grams. So we have to take 17 grams of nitrogen for each 10","that's about all of the questions. Now, I'll try to do a different one, which is: if I put the 21 balls in the 26 cups, how many combinations","1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 1","the same thing but it is also the other thing. But also it is also something else. Something else. It's also something else.... something else.... it ","I was born on December 27, 1930, at 19:12 in the village of the village of Tovte, at the age of 22","and then he did it in a circle, so it's a circle with 8 points, and it's not a square, it's an octagon. The center is 800,","The world is made up of triangles and circles and ellipses. It's always one of those shapes. So if you take the angle between the radius and the circu","I see this, then I see a cube and this is a square and this is three and this is five. I'm seeing three and a half, five and a half and four. This is","55 is half of 110, 22 is 11 squared, 11 is the third prime, 10 is 2*5. 63","it's a very very important piece of this process, and it's just a simple example. And it's the first time it's come to mind that the human mind is a b","it's really funny how my brain works, because it's like, 'oh, I need to look at 888.777.5555' and I'm like","one plus two is three ... one plus two plus three is six ... one plus one is two ... two times three is six, I'm on a roll here ... three times three ","I know that if I put 10 in there I'm going to have 20, or if I put five in there I know that I'm going to get 10. If","then I think it's funny because I don't know what to do. Then I think it's not funny because I know what to do, but then I'm not sure what to do and I","there's a guy there and he's not a guy, he's a girl, but I'm not sure what I'm thinking about, there's a girl there and she's not a girl,","I would like to go to the store, I would like to buy a soda. Oh! I don't have money, so I would like to make the change. I would like 4 to","there are 64 pieces and 64 squares on the board. You have to move one piece in such a way that it will reach the square opposite the starting square i","I have a friend, I know, that I have not yet met. He's from a different race. He is a white guy, and I am a black guy. And we can only meet","I would say I'm in a fairly good mood right now. ... I am feeling a bit more depressed because I feel that I'm a little bit more anxious today than us","And we're supposed to be able to get this for free, I don't know, so you know I got all the way down to this point and the problem was that I'm a bit ","[0] 50 11 1111 [111] 121 [12121] 2 [22221] [","3, 2, 1. 2, I'm just about to finish. 3, I'm starting again. 2. 1. I'm just starting. 2","I have two children...24.2.1964, 29.3.1970...that's 6 years...I am 6 years older...that","I guess that's 0.271828182. 0.135914091. That's not right. It's 01","1572, I am working in the library of the library of Congress, and I am trying to figure out the date of the book that I am looking for. It is a book o","I will give him the formula for the circle, as a function, or I can give it to him as an equation. So, I'll give him the equation, and it's (x-","So, you know, I was driving and there were a bunch of them and then they started moving at 60 miles per hour and then one of the cars, you know I said","oh my god, this is the part where I had the problem of having a number in the middle of a word, and I was trying to find a solution for it. It was 25","there is a problem with the image. The image is not accurate. I'm going to fix this. Let's take the problem with the image, the problem is it is not a","I would have a long list of tasks to do. So if I were doing it with the machine, I'd have a list of tasks. And I would then select the first one from ","and then that was it, I said, okay, I will do the math by hand. Now I'm just writing the program and the code. Okay, so let's make the problem, a","that's kind of how I think it is. So I need to keep track of what I have to do. That's why I need this. Okay, I'll add these to the list.","[I'm going to take my hand and] move it from right to left in the table, and when I hit the right border of the table, I'm going to put a 0.","yeah, the sum of 1 through infinity. Okay, the sum from 1 through to infinity. That's going to be the number of terms times the first term. Over two. ","I am using all 2000 pounds of my brain at the moment. That's a lot. I am using the other 1000 for 20 minutes, but that","that's really easy to do if you look at the matrix that's right in front of you. Now, here's an example, let me tell you a story. I'm going to be talk","if you look at the original circle of radius one, and look at the radius of a point, that's the sine of the angle theta, and the cosine of the angle. ","the average of a 1600 word article is 100 words per paragraph, 16,000 words for an article, 170 paragraphs, 7","so the next number I want to do is to have an example of a question. The question is to show the relationship between the area of a triangle and its b","and here's the other, you see, it's a number that's just the other half of it, it's the inverse, so that this number here, this number is the inverse ","Oh, no. No. You can't go there. Oh, it's not an error. I don't want it to be an error. You can get to 10.70","what is it we are talking about? Oh, right, 5, right, the 5 and 3, that's right, oh, yes, the 2, that's what I","so 0.391451, okay, it's the same. So, for example, if I take 110 and 50, I get the 6","7 5 3 5 11 2 7 2 5 4 8 5 8 2 1 1 4 6 5","I have a headache, I've got to have a headache. No, not a headache, that's not what it is, not a bad headache, not a really bad headache, that is one","I think that's an answer. And it's a function of a function of an argument, which is the function of the argument of the argument. It's a function tha","it's got a 90 degree right angle. What about 90? Well, 90 degrees is a quarter of a circle, and I've got one here. It's got","and this is the way to do it, and it's 1/5 times this is the other way and then you get this and this and this is this and then you have to put that","and if they don't want to know why, then they'll give up on them. I could see a 50/50 chance that they're going to be in the next generation,","[the] square root of two is the length of the diagonal of a unit square. The square root of the square is the length, in this case one, of one side of","I will give you some examples of how to represent a time in the future. Here's an example. We have a time in our future that is represented by 10.5 ye","I don't know what to do with the idea that this is a zero sum game and I have to think about it. I think that it's true in this sense, that, if you ha","And so it goes. And I have to say, I feel quite a bit better now than I did after the first. Because I was in the same frame of mind, and it was just ","okay, the first one I can think of is one that is just an extension of the last one, and it's the same thing. So the idea is, we want to count the num","and you don't know that one... you have no idea how many times you've... how many times they're going to be there, and how many times I'm going to be ","And then the other side is like this, it's the same, but it's 5, 5, but it's the other way around, so it's the same number, just the","I'm going to make some of these things more concrete and I'm going to build some of these images that I have into concrete images. I'm going to have a","And that's what the scientists, and I would say the mathematicians, are going to find. They'll say, well, it's not surprising that you can add it up i","the word 'cabbage' and I said to myself 'that's 100 percent carbon' and that's how much carbon dioxide the plant, in a given amount of time, released ","and then it's 365 days of 86,400 seconds per day...which is 31,556,926 seconds a year. It's","a child that was born yesterday and a child that was conceived yesterday, how are they different? And how are they similar, or different, if the child","I was thinking about the question 'What would happen if...?', and then the question 'Why?' comes to mind. But we can also ask 'Why not?' That's intere","my stomach is now getting bigger. The point where it is the largest, the maximal volume, that is where the maximum pressure is. Because that is where ","uh... the average of a series of observations of the value of some quantity is the best estimate of the value that quantity has taken at a given time.","and I had been working on the problem for two weeks, so I felt it was worth pursuing. So I did. In fact, I would have been happy to do this in a year,","and so I don't think the number of students I'm going to give the highest mark to is going to be the same as the number of the lowest mark that I'll g","[18] I don't know... I can't... I have no idea of a plan... I don't think it's a good idea... I don't have an idea of what I","there's no way to really make this an accurate simulation of a real event in a real system because it doesn't have real information on what the system","okay. Now I have to figure out the equation of the function of x cubed. And I think I know what the answer is. Let's say it out loud. Let's see. First","and I will be sitting and working and I will be saying, I'm going to do this many times and this many times, and I will have the number of repetitions","that the distance to the horizon from an observer is the radius of the circle that encloses the area where a 90 degree arc intersects the surface of t","and then I'm going to a seminar today... and I have to make sure that the time I use in this seminar is going to be time that I can then use for other","it's like a stream of consciousness, in a way, but I'm not going to say that that's it. It's a stream of half-formed thoughts, half-formed ideas and h","The result is that the graph of the function f(x) is the same as the graph of f(x) shifted vertically by h. In other words, we have f(x) = f(x)","okay so what about the problem of two blocks A and B, and A is greater than B, and you're trying to add them together. And you're given the magnitude ","... I mean, a lot of stuff is just about being a person. I mean, for example, this person that is not there. What is that person like? That's a person","(Pause). (Long pause). The probability of the two events, a and b, occurring is equal to the sum of the probabilities of a and the probabilities of b,","you know the square root of 3 is 1.732050808, and I don't know if it's irrational, but the square root of seven is"],["And there's a lot of people who work for the same reason that I work, right? Because there's a good purpose for it, that I know what I'm doing. And I ","I have a thing I need to get done that's in my computer and that's in the mail. And I have to go out and buy some more mail and send it off. I need to","and I've had a bunch of people that I have to call to see if they want to be in my family, and then I get to the point where I have to say, do you wan","and then I was just doing all kinds of little things in my life and then, then, it just seemed like that the economy was getting worse and worse and w","and it's just a matter of time before one of you will have a stroke, and you'll be like me and be in a wheelchair for life. And so if I want to have a","I know there are different ways to make a living. I know I could do a job I can do, but it's a lot more difficult to make the same amount of money. It","it's 12:15. I'll see if I can get the job. That's a big job. I'm glad I have it. I'm just wondering what it will be","you know, you look at it, I mean, this is how it's written. So I don't know if I want to go in, or if I want to not go in. I","I was thinking about the 1948 attack. And we know that there is a connection between the 1947-1948 war and the 100 percent","I'm going to be out of town next week and I have to take the kids to school every morning and I wonder if I can't just leave the kids here with someon","we should be doing this in the summer. We should be doing this as part of the summer programs. There's been no summer programs in this city, and I've ","and then I have to go in and work and I go in and I have a little more work that I have to do. So I have to work at my desk all day, and then come","I've got a meeting tomorrow morning at 9:00. I'm going to be up there. We've got to get the security up in the plant. The plant is going to be","you're not going to get a new contract with the city for the next five years, it's going to be 50% cut, and you're going to get no funding. You're","and this is not something you can do from one day to the next. You know what we were talking about. We were talking about a $15,000,000 per","in my life I've been in the same place for the last eight years. And it's been a very rewarding eight years but I'm ready to take on new challenges. S","I was saying this morning that my idea of being able to put in a new computer in here. This computer's been sitting here for 12 years and has to have ","I'm still thinking about that. We've got to think about that. I don't know what we can do about the state of the country. I don't think that we've got","I have a lot of difficulty getting myself out of bed every day. It's one of those problems that I've got to deal with, and it's not getting any easier","we got some reports, I think we did, about the work. I think I went to the school meeting for the first time in a year. I don't remember if I was ther","I just can't say, like I said, I can't say it, like, what we really have to do, you know, like we have to make sure that we're doing it as","I got a call last week from a new client. It was a very good client. I did a lot of work for them. They were going to put on a major, I think, about","I've done it, I'm doing it, I know there's a big deal that's going to happen next, and I'm sure we'll be doing it for the rest of our lives.","and you know, the big problem is that we have such a terrible history, as a nation of this, of being a nation where we've had to, and I think it's tru","you know, I have a good friend who is a scientist and he's working on some stuff related to the history of science and he's just released the first bo","So I was thinking about the things that I don't like about the university. I was thinking that when I was in the university I was in a class that was ","that's the one that I don't like and the one that is most challenging and hard to deal with, which is a lot of the problems that we have with the wome","there's been a lot of effort put into these last few years trying to bring more women into the business. But I think the reason why it hasn't been suc","the Internet is the most powerful thing I've ever seen in my life. And it's not just because you can talk to people in 100 different countries and 4,0","a new perspective, a new vision of our place in the world, of our history, of our culture. That would be very interesting. You know, for example, if w","and there is a sort of ... the internet has its own way of measuring the importance of information. And sometimes it's very different than the importa","And that was in 2003, and I was writing my last year's book. And it was a very difficult book. I wrote my first book when I was a grad student,","we have a kind of 80 million years, we have 10 billion years of history in the earth and then you start thinking about, what kind of information you n","there's a new idea, actually, which is the idea that the brain itself is an evolutionary system. It's the same thing. There's a lot of discussion in e","[a] little more than a century ago, in 1836, the American physicist William Thomson, later to be Lord Kelvin, had this to say about the earth. He said","that's what we want. We want to know how to do this in a way that we can do this as quickly and efficiently as possible, and so what we do is we use t","a little girl, in fact, and I just had an idea that maybe she was the source of the problem. And the reason I think that is, she is a little girl and ","I guess we need to do a lot of research to figure out how to do it, how to get the information. I mean, the real information that's really interesting","we can't figure it out, so what do you think? We don't have anything. What's the best thing that you can do? Do you have any ideas? I have two ideas.","you have a good idea, the idea of using this data to create a better prediction. I think it's really important to do that, but I also think it's equal","And then he's got the problem of how to solve the problem. If he wants to solve the problem, the solution is the problem, not the solution. So the sol","so if you're going to, say, do a little bit of work, I think you would need to do a little bit more work, just so you can get to a place where you can","uh you know how that was a great idea but we don't have any time for you to implement it so we need to find another way to do it so what we're looking","I'm really not sure what you want to do with this, because I'm not sure what the end result is. It's really difficult to do the thing. And I'm just no","what do you want to do with it? How do you want it? The original idea is the one that is going to be more interesting and you're going to take that id","I just want to go out, just go out, and let's say I have a bunch of time, I have two months, I have a year, whatever you want, and I'm going","So, like, if you look at this, it's basically what's happening in the stock market in terms of volatility. So, when we get into this kind of volatilit","okay, we're gonna do a random number generator. And I want you to generate random numbers between zero and one. So the way the numbers are generated i","if I were to ask a question: what's a good way of communicating to someone what's a safe level of risk, and what's not, what would you suggest? A pers","It's going to be a little bit more challenging in terms of how you can use it. One of the things that is an important component for any machine learni","I have a feeling that if we look at this graph, that we are going to find that the curve is actually going to look something like an upside-down parab","I have an idea for an application, let's call it something like this, I'll call it something. It's a visual editor, a text editor, but you have the ab","we are going to see how this will work out... I can't find the data here but I am not sure, is that even possible? I am not sure I am not sure. We hav","there's one more thing I want to mention. And that's that in my view, the goal of this sort of data mining, if it's done right, should be to figure ou","So then I thought, let's say I'm a developer for a video game. Then I can play this game myself. And then the problem I have with that is, I have to b","So, I guess, if we're gonna have a random selection of a set of numbers and we're gonna use it for our, you know, to build the tree of this. Well, the","and I'm kind of looking at the size of the object. I think I'm trying to use the size of this object. I don't know how big it is. It's 20","that's the reason why we do this, is we do this to make a profit. The more we do it, the more we can make a profit... you know, the more you make a","we got some of that...it was really difficult...so I had to have a lot of different data to understand the whole thing and understand the whole system","I'm thinking of the way that it's always hard to make decisions. I guess it's the uncertainty. If you're not confident enough in a solution or you're ","this is going to be a very interesting period of time. It's going to be very challenging. But the same way I've had to learn how to learn how to manag","the amount of stuff that we have in our minds and the number of tasks and the number of things we have to juggle and keep track of, it's getting out o","that's the thing about what's going on here in the world today. So that's the thing we need to figure out. I can't give you a straight answer. That's ","the important thing is that we have the same definition and the same model, and we all go through the same thing, and then it's a lot easier. A lot of","I am also saying this to make a point. You will hear that this is a bit of a struggle and you need to be careful here because if you do not follow the","that's probably true. Yeah. And you know, it's kind of similar, in some ways, to what we've talked about with our relationship to ourselves. So if we'","[I'm thinking] of the idea of using a different approach, the one that I was talking about, is that it's all a question of context. What I'm really tr","it's really nice because it's a combination of two things. You can work with the 3D models and you can work with 2D models as well. But 3D is great","I'm in this kind of position where I'm not getting enough sleep because of all the work I have to do and I'm doing a lot of work on the weekends. And ","it's really hard to talk about that because it's really, really important for me to be able to have a good relationship with my friends, but at the sa","so, you know, I'm thinking about that, you know how the brain works, the different ways the brain works in different people, and I'm thinking, you kno","[in my dream] I was a guy in a university and I was in an interview and a woman is interviewing me and she's asking me: why do you want to work for th","I'm wondering if it's possible that the future will have a huge influence on the past in the sense that some people who are not even born yet might ha","I remember a lot of things. I was very good at that when I was a kid, I think. It was probably even better when I was in high school. And I do remembe","you know what it's really interesting, you know, I feel like this, I'm trying to get to the bottom of this and I think there's a really strong connect","So my feeling is that it's better to have a lot of different technologies. I'm actually really excited about the prospect of things like Google Earth.","It's a pretty interesting concept because it's that sort of the, you know, the whole concept of the global brain. It's the global brain because it's a","I just think I want to understand people and understand what they're doing and what they're thinking and why they're doing what they're doing, why the","I have no idea. I mean, I would think the other thing is more important than that. I mean if we want to have a discussion about something that's more ","so I was trying to figure out what are the things that we can do to help to get to the end of this period that we're in. So what are the changes in th","the challenge for me in terms of what it means to be a human being is that, when I'm speaking, there's a kind of, like, a different sort of feeling wh","the things that you have to do that you didn't do last month are you doing the work for the committee and you have a lot of meetings going on and that","the same, the same. I wonder whether it will be a positive effect in that sense. So if we, as humans, have this tendency to be sort of more... we have","we know, we have all the experience in the world, but we just don't have the experience of having that experience. Because of our experience in the pa","I see a bunch of different things, but I just started thinking of a little bit more about the way that the universe works and how there's different wa","I had the idea of doing the same thing with a group of people that I don't know. You know, I have the same idea about having a group, having a group o","so the whole point is that that's how you develop your thinking. That's how you grow as a person. That's the way that we grow. In the same way that yo","and that was what led me into a whole other project that was more about, you know, the kind of things that I've talked about in the past, which were l","yeah, I guess what's important, that's a really hard one. I guess what is important to me is, how do you tell someone that you're like, that you're ha","I'm not sure if it's an artifact from my mind or an artifact from the world. I'm not 100% sure it's an artifact of my mind, but it's still","yeah, and then there's kind of this weird thing that I just don't think anyone has really looked at, or if they have, it's probably just me, but I hav","there's this idea in philosophy that everything is fundamentally probabilistic and you have no ability to determine whether something is a fundamental","you know the concept of a graph that is a graph that has edges that can be colored. Right? Like so, you know, you can think of the edges as being like","and the point of this is to show that this is what is happening in the brain at this time, but what is happening to you is that you are thinking about","what I'm saying is that I believe there is a probability that when we encounter the Universe as it exists in our minds that it is not just a random se","there is a way to achieve a certain state that is much better than any state that we can imagine. In fact, the state of enlightenment is the state of ","I have this feeling that there is a fundamental, deep and core level to which all things are connected, and I don't know how to describe that feeling.","So, that's what we do in a computer system. You create an interface. I think a lot of that has been the work of a lot of cognitive science, to try and","And when I'm thinking about the future, that's a problem. Because when I'm doing something, and I know what I'm doing, and I'm just going through a se","And so, if we take, let me say, I like the idea that we have a bunch of different things. You know, some things that are good and some things that are","my wife's reaction, the whole thing is very interesting, and I think that's why I find it so interesting. So I've thought a lot about my wife. I've th","It's almost like, it's almost like the whole of this world, the whole of the universe is just a simulation, and that our consciousness is being fed, o","[I'm] talking to [you]. I'm not thinking about you in any kind of deliberate way, I'm just having this conversation with myself as I would have with a","I think that when people, when you ask them how to solve a problem, they usually, they have a very specific solution, they think of a specific solutio","what about the last year or so, right? It's kind of like the last five years. The last five years, my family's been really busy. So I've been trying t","It's like if you're playing a game, you're doing a puzzle and you're going to put this puzzle together, you have to have all the pieces to be able to ","yeah I'm actually like going through a couple of different ideas, or strategies to help me figure out some of the things that I'm trying to solve. I t","I think I just... I have no idea how to think about how to do it, but I have a bunch of stuff that I'm going to do. And I'm going... I have a","the number of different types of thoughts that we can have is huge, and the number of thoughts that people have is also huge. And so, I guess, the rea","I have a project that I want to work on. It's a way to write software that can work on all different types of hardware and software, that it could run","yeah, yeah, you know, it's funny because I have an idea about my model for, say, say the, let's say the world as it is right now. And, it's","I don't have a dog. I'm going to have to get a dog in the near future, and I don't have any ideas for what to do. I'm thinking about that, and","[there] is this feeling, like when you're on an airplane and it's like, the altitude changes, and it feels like, well, you know, the earth is moving a","uh, so we have a, we have a number of, a number of people that, uh, that are currently looking to hire, uh, some of the, uh, the people that,","yeah, we got to work on that, the idea is that we need to have this software running on multiple platforms so that you can, you know, you can have it ","and then you have the question, 'What if you're going to get married?' I would say you have to be able to do the job for the whole life of your compan","what the heck is this about, what do we want to know and why do we have to know this. You know, what the heck, what the hell is the goal of this resea","and it's like, you know, that's actually the case. I mean, that's a really interesting point. I was like, hey, maybe I should actually test this. I do","okay so the thing I'm trying to get at in this problem is, um, is what would be the, you know, if I'm trying, um, I'm trying to make a system","okay, so, so, what we know is that, as as the as the, we have the idea that, that as the temperature gets lower and lower, as the temperature goes to ","and that would be, that would be a good question. It's very interesting question. Why do we want to have this data available to us? For me, it's a goo","I've been wondering what it's like for other species. It's hard to talk about in general, because it's not exactly the same for all species. But I'm w","[I]t's sort of a real problem... I think... when we talk about this, you know... this is this problem of having to be... you know... so many people ha","what is this? What is this? That's like, how do you know when you have a problem? Like, do you have a set of rules or things that you've learned or th","So you could be like a you know like a, yeah a lot of people will do a lot of research and then they'll get their data and they'll see the results and","I would like to see how it would work if I did this on the computer. And I could try to write this out, but then there's also a risk that I might not ","the reason I didn't want to go into this is I was trying to use the approach of this was a good thing for me to have to do. And so I would have to do ","so you've been thinking about what was done by the team... it was interesting to me because... as you were looking at the... the graph and looking at ","[I'm] thinking about the next 15 minutes. I'm wondering if I'll be able to finish the session within the time allowed. I'm thinking about the 15-minut","I am looking at the question, and I am thinking that there's no way to do this without being able to sort of map the data, which is I think probably g","I've got a few things going on. I've got to get a lot of my notes on a spreadsheet and make it look nice, because it's going to be a presentation. I a","oh, so we had two children, so we're gonna have a third child. And then, I don't know, maybe if we can get into the two and a half child budget. Then","I'm doing some of the prep for my lab that I had mentioned earlier, and the lab that I'm working on now is looking at the impact of this COVID vaccine","And then I'll start to write the script. I'll come up with the script. And I'll be like, I'm going to have to take a couple weeks off. I'm going to","my car, the one I have now, was a 2006 Volvo, which was a great car, I had a few minor issues with it, but it was pretty reliable, it","692 is a number, 234 is a number. Okay, 128.16, so this would be the 16.18. Okay,","that's really just an algorithm, that's a little bit, that's some of the data that we're getting from our initial studies is that's a small, you know,","now I want to talk about the game that we just did. And what we did in the game was we did some questions. We had questions to help us figure out what","It's the first time I've ever been out to a movie like this, so I'm not really sure how I feel about it, you know. I think there are some people who l","So the research question is about how different types of algorithms can be implemented in the brain, in the neural system, in terms of computational s","So the world, you know, we've got this world which has a set of laws. And then you've got these people, and you know, these people who are trying to g","the moment when I am sitting in this room and I see you in front of me. I think about this thing that's called the internet and it's amazing. So I kno","so you get to the point where the distribution of the values is actually the same across all the different variables. If we were to go out and get som","oh yeah, the last time, I was like, we have some data, right? We have some data to share on the same thing, and we should be able to put together a pr","[it's] really important to be able to create a context where you can learn in a way that's more productive for you, you know, so you can actually thin","and I've been doing a lot of thinking about this, about how to do the product launch in the next two years, and how to build out this team, and how ar","I'm talking with somebody I had a phone call with last night. They were saying that they have a little bit of a different opinion on something. They'r","I have no idea about the... I'm not really a computer... I'm just a software... I mean I'm a computer... It's like a computer software, like a... It's","and I'm saying to myself, 'This is a nice set of questions, and we're going to be able to figure out which ones are the ones that are actually going t","I just started writing this, and I'm not sure if it's actually any use. But I thought maybe, for the sake of curiosity, it would be good to see if we ","so it's actually, the one thing that I've been thinking about with the AI is that I'm thinking about, like, the AI actually, the AI is actually someth","oh I think that's a pretty good point, but I've been thinking that in the case of things like, you know, the application of this sort of thing to say ","I've got this new product, it's a video game. It's a single player game. There's a set of characters, and there's a set of goals. And you're trying to","there's this concept of... of a global maximum value of a function, and I remember that if you have some function, you can do... I'm trying to remembe","there are no equations that I know of that describe how people will actually behave in a large group setting... You could take the people that are in ","what we were going to talk about today, well, that's really a general idea. We were going to look at the idea of learning about the world through a sc","what I do is that I use a lot of different data, including the actual data, but I have a lot of experience in the field that is not covered by the dat","that was a bad choice, and that was a good choice. So, it's not a bad choice. It's a good choice, but it's not optimal, so what do we need to","I have a feeling that I'll have a feeling, I'll have an idea for a novel or something. It'll come to me and I can just pick up a pen and write it down","a little bit of a problem. You know, the code, the code. There's a lot of problems with code. I think I was trying to get back to something about how ","So we want to show that the technology we've got works, and the results that we've got can actually be used in the real world. And so there's been a b","I guess the question I would ask is, what are the things that are important about this particular field? I guess, in general, the big things are like,","I can think of some more examples of how people tend to change over time. This is particularly true for people who are exposed to certain technologies","that's what it means when you have a problem, you can see it as a problem, it's just like an investment, the problem is something that we're facing. S","you can take a lot of information from the internet, a lot of different sources. One is you can take it and you can aggregate it and try to put togeth","[a]s a parent you have to take into account a lot of different factors and I think the biggest challenge for a parent is the decision of whether to ha","so when you come in you see a table and it's in front of you, and you put it into your brain and then you think about it, and you come up with a set o","a lot of people, uh, who were affected by the pandemic have done a lot of work and have gotten a lot of data in a lot of ways, and I think that is ver","[17:26] and so if we could all have this ability then I think it would make our lives a lot better and then you know [17:33] like in","So this is why I like the first way of doing it. In terms of the second one, I mean, I do think that that is a good thing. I'm going to be very specif","uh, yeah. Uh, uh, you know, one of the, I was in a, I was like in a meeting with, uh, like, um, um, you know a group","and you know, I was thinking about a friend of mine who is in prison, who's being held in, I think, the federal penitentiary in McNeil Island, and I t","that we're getting all these questions about the impact on the stock market and the economy in general as well as the stock market specifically. And I","there is this whole set of things that come in, and that's, I guess, that's that's a function of the way the brain works. I mean, one of the things I'","[I]t's kind of a long-standing theory that the brain does its best work when you have the ability to rest your eyes and have a chance to see where you","I don't like the way that the stock market works. I mean, if you are a small company, you don't have as much access to capital because you're not a la","and I think that's why they can make a lot more money than the people in the private sector. It's because the private sector is smaller, so it has les","[I]f you just have a good, healthy, well-educated society, you've got a lot of people that are basically smart and are capable of doing a lot of thing","the first question, of course, is why am I doing this. What do I hope to achieve by doing this? What are the expected outcomes? Well, if I can achieve","what are the characteristics of the people who are involved in this work? I think it's a question that can be asked by anybody, that can be a part of ","a couple of months ago, I think I might've read an article in the paper about a woman that was found in a car park in London that was full of her own ","my mother is a real great woman, but she doesn't have the ability to do business with the Chinese because she doesn't speak Chinese and the Chinese do","[T]he first thing we had to do when you got in is to figure out a way to get all of you off of your positions, off of your desks, off of the table,","there's the whole question of, well, how do you go about, how do you deal with a large number of projects, like the whole question about, for example,","I mean it was, you know, like when you were in school, like high school, junior high school, and the thing was the grade school, it was a matter of li","it's not only the individual, it's not just about the individual, there's a sense of community. The community is important. The community really matte","I've just been thinking about how difficult it is to get your head around that, you know, because they've been looking for so many years to get this t","it's very interesting. You know, I think that's one of the reasons why I am so successful with the government is because I'm a technocrat. I'm not a p","it's a big question. The idea of the republic and the idea of the state, the state is in crisis, and that's why I say, and that is my position, that t","and I had this idea to look at the European Parliament. The idea that I had, which was more like a fantasy, is to take the European Parliament, to put","there's a lot of talk in our society about the dangers of guns and about the need to reduce the number of guns in America. The idea is, you know, let'","we need to take action and the reason for this is because the reality of the world that we're living in, the fact that people are going to be put into","It's not just the technology; it's the people using it. If the government is going to have the same people on both sides, then they're just going to h","so the question is, is it better to have a rule or not have a rule? Is it better to put these things into the system or not put these things in the sy","... ... I don't have much to say in terms of what I'm seeing in terms of my own thinking, or my own cognitive processes. There's just very little I ha","I think, I've been reading the news lately. And I've been thinking about, I think, some of the things that are happening, you know, with the situation","it's just hard to get up the energy to go out and do those things... like I can't remember last time I went to see a movie, you know? I haven't been t","I think, for example, what I would really love to do is to help people get back to the basics of what it means to be a person and to be a citizen and ","I have no interest in the problem, but the way the question is framed is problematic. And I think that, frankly, the problem of global warming and the","[I]t's sort of like an experience in this case that, I mean, I'm still sort of at a loss for what to make of it. And I'm not saying it's","[I'm] looking at the [a]ir pollution and how [the] air pollution has changed over the past 20, 30 years. And I remember that [the]","that's why it's such a good example of how people can be taken for granted in a business world, so that's kind of what I'm saying there. That's not ev","what I think about is is, like, the amount of things that are happening, like, right now, and it's like, this is a, you know, it's a, you're","so I have to look at the last three years and look at the rate of change that's happening and then ask myself, what kind of strategy do I think we nee","I'm in the middle of a whole bunch of thoughts, but they don't necessarily come out like that. So I'll try and think of them a little bit more, I'll s","So it's like this. There's a bunch of different options. Right now I'm sort of on one side of the spectrum, you know, of the kind of 'go after a bunch","I think that maybe we should take a closer look at that in terms of, um, the social policy and, um, how do we deal with the problem of the number of i","I want to be able to write the code in such a way that the data is transparently persisted across the nodes. And so if I have a data structure, I need","and this was the original model, you know? This is the one that was designed, and then it was converted to the one that we use now. So the original mo","and so this is just the normal, so it is just the simple, so this is the simple, this is the normal, this is normal. So the normal, just like you said","I'm not sure I have the same opinion anymore. I think I'm more in favor of the second, because, again, you're looking at the same data, you're thinkin","we're trying to build a 5G network, and it's all over the map. I think one of the big challenges there is you have the issue of how do you set up a ne","and I'm going to have to change that, and we have to take some time to look at what's going on with the team, and what's going on, and how can we best","and I see in my mind that I have a tree that's very big. I can see the tree from above, from a helicopter, so I'm seeing the whole tree as it's 2","uh the I think the biggest issue for me is uh the last part of the last part is like, okay, this is a little bit more theoretical, I think that I can ","I think one of the issues that is always in the back of my mind is that the time scale for these changes that we're looking at is not very long-term. ","I am currently writing an article about the way that the internet and other technologies are changing our expectations of what is the appropriate leve","and that's why I think that we'll have to do that for every one of these studies that we've done where we've found significant effects in this area an","I'm thinking, I'm looking at a lot of data, a lot of different things and the model I think is something like this, and the thing is the model is that","and it's an interesting example. In some of these cases, it's the kind of thing where, you know, I'll see an example of how people are using this, or ","So, I mean, it's a really good, you know, the way, in a way, in which, in a way it's really great to have a machine that can do it automatically","and I'm thinking of all of the problems with the whole process. One thing that I find is that people will do a lot of work. So I'm thinking, if you ha","it was one thing where if you're in a group situation that you're going to have a lot of people and then you're going to need to think about a lot of ","and I was like, what kind of a world is it, that the average age of a person who is trying to be a parent is 49.5 years old, and they're trying","I'm starting to realize that this whole concept of artificial intelligence and what's going to happen is the first of the changes. Now, the big one is","and that was the first one that was implemented as part of the social media world. I think it's just... yeah, I'm really excited to see how we can mak","the AI. I'm really excited about the AI and how it's going to help us in the future. There's a lot of cool stuff that's already happening, especially ","I have this thought that there are people out there who, even if they were in a better position to contribute to our world, wouldn't do that. I think ","So I'm kind of not sure what's happening now, but I think that it's the best way to do it is just to take it offline, just to get some time, to think ","so it's sort of a matter of we just, we need to get these people to understand that it's not worth it and that they should start to feel more confiden","oh, the thing about the robot and the human... you know the thing about robotics is that... so there's, like, the old-school... there's the robot... t","but I really really... I really really don't want to work. I'm really going to be a problem for my company. I'm going to be... I'm going to... I'm...","I'm talking about the impact of the way the internet has changed how we do business in terms of the kind of relationships we can have. In the old days","So this is kind of the... the... I mean, this is a really big topic... to kind of figure out, you know, where we're going, you know. How much more...","you know, it's funny, when we're in a really bad situation, we don't want to talk to people, but when we're really good, we want to talk with people, ","it's an interesting question, you know, this idea of like the future. And how far out do you have to go to have the future, to really be able to know ","there's some really interesting, you know, thinking going on, right? And so, it's like, you know what? There's like, it's really interesting, it's kin","so it's very useful to be able to model how you're going to go about doing something and then kind of make plans, or just kind of have an idea of, 'he","[in] a couple of years I want to be a professor. I'm going to get a PhD in a field that I'm passionate about, and then I'm going to work in industry.","I'll never forget a class that I had, in undergrad, in the summer at the University of Chicago, where they were looking at how to do automated reasoni","we're at this point and you're like, okay, we have the initial stuff, you know, it's done. The next step is you want to go to the other part of the pr","I remember talking about a story at work, and I had some examples about, like a lot of the examples that were given to me for the case studies were ve","I'm doing a think-aloud study about how people talk about their ideas in their heads. We have three groups of people, and the groups are named by thei","uh, I've been a very lucky person. I've had great mentors along the way, who've supported me, who have pushed me to try different things, to try to ta","so when you have an idea of what you want to achieve in an academic session, or in an academic year, you know, you can work out the resources you need","this is all, this is what I am. There is no self, no soul. The mind is a bundle of ideas and experiences that are connected in a network that we call ","[and] so they've developed, you know, different ways of measuring the impact of what's going on in their brains and so on, and so forth, and we can th","I'm having this experience of just the act of thinking. What happens is I think of the concept of a cognitive map and the way that our brains represen","I don't think there's much of a difference in the way that the human mind works. I think that we have been in contact with other intelligent species f","this is one of the more interesting things that came out of this. I was just talking to the instructor about this. So we have this concept of the indi","I'm thinking about that in the past, right, but the more that I learn, the more that is known about it, the more I'm thinking that maybe this is kind ","I think that a lot of our work, a lot of the problems that we've had with technology is because of our short term memory. Because if you were to say, ","this is the idea, I think it's a bit like, or maybe I'm thinking of this from the point of view of, because the problem is that we have to solve this ","and the way I've seen it, which I think is more relevant in this case, is that the reason we have the kind of diversity in our system is that it's bee","it's probably an idea that I'm trying to sort out in my mind, you know, because I think you can be very efficient in terms of being able to figure out","so there's a certain amount of research that was done on this. We call it the research and development of the idea. The research and development that ","I'll have a go at the system in which we've been dealing with the system, and we've got to go back to the original one, but that's a system of reasoni","and then a lot of people are sort of doing a lot of work on trying to do more with the knowledge that they have and I think there's a lot of stuff tha","I feel like I should do something with my time. So, I'm sort of, I have a project going in my mind that I'd like to work on. I think it would be a","and I want to look at how people learn about the world. So I think that the best way to understand is to see what people learn about their world and u","it's the other way around. It's the other way in terms of how much of the world's wealth is controlled by a small number of individuals, and what I me","and they're the ones that I am most familiar with. But I think a lot of people are familiar with the idea, and the way it's worked historically, is th","a lot of the things that we do are, are really based on these kind of emotional, psychological, social, personal needs of us. And they have a lot of p","I'm looking at some of the research that's being done into the use of AI in this area of healthcare. And there's a lot of that is about the use of dee","and I think that it's interesting to see that when you talk about AI, it's just the most general AI that would be the AI that has access to every sens","I know, the thing about, the thing is you have the ability to talk to me in a way that's more real and more effective and more efficient. So that's a ","I have this idea, a theory that there's a problem, we're going to have some problem, I'm going to have a problem, the problem is going to be that we a","I've got to think of this. I have to think of the next level, and think about how to get that. So, you know, I was thinking of a, of a, uh","I think this is like the stuff of a computer. Like an operating system. Right? Like you think of a computer as, like, a thing with a memory. It has a ","it's all about the people and the tools that are in the system and the ability to connect those two, and I think that's the real killer for the enterp","I'm thinking about my body and the fact that my body is constantly being changed. So I'm thinking, what is this, my body? Is this a metaphor for me? O","I've got this image, and I've got a line of code here and a line of text. And I'm like, hey, I could probably do this by just replacing the text with ","I have this idea that people think. But maybe I'm wrong. Maybe there are people who don't think. Maybe there's this spectrum of thinking, and it's a c","the problem of a certain point in the process of evolution, and how we came to be here. So we have, you know, the idea that we're this big, this intel","there's this idea that humans are basically these physical systems, that's all we are, and we're kind of a weird kind of thing in the world of physics","it's like a supercomputer. We've got a supercomputer, that's why I'm saying it's a supercomputer because it can generate, it can generate these progra","and then if we're talking about the development of the human race, then we have to be talking about a different kind of evolution, and that's the evol","this is really a great idea. Let me see: it's just a matter of ... It's just a matter of getting the right person to do the right work, and the right ","that's what I'd call an 'elevator pitch' of sorts. It's just a description of the type of research that I do, and it's meant to give the idea of how i","it's a little bit of a paradoxical thing, where you need to be aware of how you're thinking so that you can figure out what's important to you and wha","the whole thing with the music and the games is that you can have a much more holistic experience and a much more powerful experience with the music b","we could take our own ideas, take our own information, and go from there, and you know, this is what we're doing now. We're doing all of this, you kno","So we could start with like the classic examples of what we call like the top-down and bottom-up approaches to the learning process. So I mean, like, ","So we know that it's going to take the data that we have, which is kind of the beginning of the data set, and we're going to try to identify features ","you know, and the reason why I'm not seeing this stuff, is because I'm not really taking any notes. I've got like a big notebook and I've got some old","and I'm still thinking about the 2008 economic crisis, which is a really interesting one. I mean, what were the drivers of it? There's a bunch of them","this is something that we have seen for many years, we have been looking at the human brain and how the brain works and how it creates consciousness. ","and then in the end of the twentieth century, the so-called computer was invented, so this was the very beginning of the computer that was very differ","but what if we're wrong? Well, we're wrong anyway, but what if the model doesn't have a predictive capability, then it's useless, but what's the predi","[thinking] about the notion of, say, [0:53.7] you have some, some, some hypothetical, you know, something, some machine, like a hypothetical robot,","and I can see, the data in here, I think it's from, I think the data in this here, I've been doing something like this, in fact, for 2 years,","13th of May, 2004, 6:00 am - 6:30 am, 52.640 degrees North, 4.","and what I see is that's 1,200 years ago and there are about 100 million people in the world today, and they've done it at 2,0","and I'm saying what you're saying, it's very similar. But what's important here is that you are saying this, you're saying it's a specific thing that'","(thought: I would like to make a note of this because we were discussing something about a particular kind of task in this particular field. So you ha","I feel a little bit uncomfortable with that, because if you ask me, I feel, in some ways, the current situation, with the current social movements tha","this is my first attempt to do this and I've been asked to do it for a reason and I am doing this for a reason, it's to help the government to see wha","I have to decide what's happening here in the next 15 minutes, what we should do. I need to do the following: I need to make sure that I get some slee","the main thing is that you have to do some preparation and be able to adapt to it. But the idea is that you can adapt to it in such a way that you can","okay so what are the things that we can do as a business in order to get more value from data? so we can start by trying to find a lot of the data tha","now that the last year of the pandemic is over, and the second wave of vaccination has passed, we can take advantage of the new situation and build a ","I want to understand how a country that has a high growth rate, or even a high growth potential, is able to create that growth, and how it's able to c","And this is where the problem of the machine becomes interesting. We're very confident that the machine is working on the problem. It's really hard to","and, you know, that is exactly how I felt. In terms of the world, it's like, how are we going to get to the other side. And you know, we are the","[this is] really fascinating because I feel like this is a really important topic and something that has been the subject of a lot of research, but al","what we're looking at now is this notion of, as a society we've got a particular way of doing business, which is the traditional model. We have the tr","Okay, so, if the light is 400 nanometers, it's not really a 400, but it's somewhere around that. It's still visible as light, though","and I just want to say it's not the first time that I've seen these sort of phenomena. This is not a brand-new idea, that there's something that we ca","yeah, the real question is how much are you paying people to think about it. I mean, I've noticed that people do pay money for their opinions in polit","you know, a lot of the people that are going to be looking at this stuff are going to look at it and be like, wow, how many people are going to be in ","and we're going to have to spend a lot of time now doing some work, because we're going to be in a state of hyper-inflation in the United States for t","and it's a really important thing to consider, if you're an investor, it's really important to consider the idea of volatility. Volatility is the amou","I'm trying to think about some ways to make my life better. I don't want to go back to work. I'm not happy with my job. I'm in a better position now.","I have a family... my family has a 5% interest in this particular company. So I am basically a passive holder of these stocks, but the value of the st","but, but the, the, the... it's all... it's like it's like you're going to see the data and the data is going to be, it's going to be bad","It's a big part of the job. It's not a job where you're sitting and watching the stock market move up or down. It's a job where the stock market is ju","my current understanding of the world is that there is a problem with our democracy. There is a problem in our democratic system in the United States ","I've just been to a wedding, in a bar. I don't even remember how I got there. It was in a bar and the wedding was held in a bar, a very very big","that's the problem. People can't buy insurance because they don't have a credit rating. That's the problem. And how can we help? How can we help peopl","we can't just do whatever we want and not be accountable for what we do, or not be subject to the laws. So, there's a tension there, as well. So, I th","I don't see anything wrong with that. I think the problem is in the execution. The execution, I think, is the problem, not the plan. So I don't think ","we're all doing everything we can, and they're going to come and they'll probably make a deal on a 60, 90-day basis, and they'll go to war,","I just wanna go to a party and have fun, and I've always been that way, I've always lived my life in that way, and I don't believe that it's really a ","we have a lot of stuff we just can't see that has a very serious impact on our lives. And when you are young, you tend to not notice it as much. And w","you know what I think about that? It's like, how do you say it in terms of what you would see like when you would, like, when you would be watching so","So the one that I'm focusing on and thinking about right now is this question of who is in charge of the company? So I know that if you look at it, th","I've been watching a lot of movies lately about how the CIA has been in Iran. And it's a lot of fun, because it's all conspiracy theories. It's a lot ","I feel a bit of a lack of agency because the world is just so overwhelming right now. There's so much to do. I don't know which problems to tackle. Th","So this is a problem of our times. We are seeing this, I think, in the 2020 elections, and I think that that was the first time that it was like a","yeah so that's the first that's the core of it is we're going to create these large scale data sets and then we're going to try and train a large scal","there's a bunch of us who are doing this kind of stuff right now, and there's some people who are going to be doing that, and I don't think it's going","And so now that we have this technology of building and training neural nets, the question becomes: can we use it to model how humans learn? And we be","yeah I think that's pretty much the idea. That's kind of what the people who have been doing it have been saying. They're like well, the way to get th","okay. Let's say that you're talking about this kind of model, but in a more general context, how can we implement this into an actual decision making ","you are not even going to go through the entire list and say, oh well, it's like 1.2 million times smaller than the moon, or it's 1.8 million times","the day the internet became free. We don't have any privacy. We can't. We can. We can now. I'm not going to talk about what I know is a problem. I","I can't quite remember the name of it but there's a [a] famous American economist who was one of the first people to come up with this concept and it'","what is the point of having this 'theory' about the universe? I mean, if the universe is 100% predictable and 100% deterministic, why do we even need","my thought was that it's probably quite a useful concept to have a library of mathematical proofs that we could draw from in a way that's something li","I was trying to think about something. I don't know why. But I was trying to get to the bottom of, in particular, the idea of 'value.' I don't think y","so if you look at the energy spectrum of a light bulb, that light bulb is not coherent, it's not monochromatic. You have a huge spread of energy in th","oh, I see. So you see, then the thing that we're really trying to do is not to build a quantum computer. And I think I'd even go further, and say that","and I was thinking that, you know, there is a lot of research showing that we know about a million times more than we think we know. And I wonder, is ","the word, which I've already said a little bit about, the word of the day, which is the word of that particular day. So, for example, there was this a","I'm working on this paper where I'm trying to develop a better theory of consciousness. One of the things I'm thinking about is the idea that maybe th","And what does that mean in the sense of what we know about quantum mechanics and quantum information? We know that a quantum system can be entangled w","I'm just a little worried that when the session is over, that if I don't have the machine working, then the session is done, I have to stop thinking. ","a bit of a thought, like, 'why do people believe this thing? I'm not saying what it is. I don't know. I can't say. What is it they believe that","there's no time limit. In terms of the thought process, I'd like to take a minute to talk about this. The whole concept of artificial intelligence, I ","I am going to sleep in bed, and then I am going to go to a lecture. I will be at the lecture. I'll be there. And then I'll be thinking. I will","Okay, so, I have a question, let's see, what is the minimum of information we need to store in memory, so that we can reconstruct it? So, the question","I think of an image of a glass of water... and how that glass of water is, for instance, in a building. And how the glass of water itself is in the ro","the state of a particle is determined by a wavefunction, and this is what determines what we see when we measure a particle. Now, if we measure a stat","and so it's in some sense, when I get to a certain point in the life of a person, I am then asking myself: how do I make sure that I get to be in cont","we're all aware that there's a big difference between how things are and how they should be, so that's the whole idea of, that's why people are motiva","my father's... and mother's... and I... and I've got the same number... and I'm not sure exactly how to compute that, but I think that's the probabili","and we'll make a decision and then we'll have to see if the decision has any bearing on the future. So it's really just a problem of how to make a dec","I'm thinking about a game, a chess game that my father had a very good record in, but it was very low. And the reason that it was very, very low is be","okay, yeah, so what is the meaning of the name of the first person, the first human being that we have? Well, I'm going to do a little bit of thinking","this is the same thing, the same thing as the wave function of the particle, right. The particle doesn't have a definite position until it's measured,","[The participant] thinks for a while and then says, 'We have a quantum state of the electron, which is an energy and position, and there is a particle","the word 'man' comes to my mind, and it has two letters, and I see the letter 'man', and then I see the word 'manner', and then the letter 'n","the way we know that it's true is that we can test it in our mind. And then we can test our mind that it's right and then we can do all of the stuff i","now, how about if we add in some kind of non-critical feedback, you know, we'll add some kind of, you know, non-critical information about the frequen","And so what would happen is if I were to take the same number of times, same number of balls, same number of bins, but now each ball has a color and w","I would say that it's like a block diagram of a program, a sort of a flowchart. This is a basic block diagram of the flowchart of a program. So if we ","and I was doing it by using a standard, like, a standard, you know, a standard array, which is the standard array. But the standard array, you know? F","2 to 10 to the 12th power. Okay, 12 is 2 times 6, 6 is 2 times three. 12 to the","that's one way of saying that. You know, you're just a collection of neurons that's trying to do this and I mean, and I'm a collection of a lot of neu","25, 30, 25 times. 30 times 30 4, 6, 5, 10, 15. 15","you know, the problem of time. Because I think the time is the same as the length of a particle, so in effect if you have a particle of the same lengt","and the square of the circumference of the circle is 3.141592654 times the square of its diameter. The square of the radius is one-fourth of the","and it's the same thing as a zero or one vector. Okay, so now we can talk about what is an inner product space. A vector space that is equipped with a","then I have to remember to use it. If I didn't use the last bit of the day's memory, I would lose it. So I have to use it up. I have to go","[14:59] the 4, the 5, the 6. We'll be taking that, that's the 3, 4, 5, 6.","2 to 3 minutes. The result was 249 bits of information. 1 bit of information is 250, 2 bits is 2 to the power of","the next is, one half of the number, and the other half the same number again, which is called a square number. One half, as it were, is to be multipl","I wonder what kind of life it's going to be like for the rest of us if we manage to stop the plague from reaching 1,000 million people in the next 30","I have 400 pages. ... I've read 40,000 pages of that stuff. It's an interesting thing to go through it again and again. ... 2","a few of the little blue balls and the little blue spheres, the little blue bubbles and little blue spheres were around the outside of the little cube","And then I'm going to get rid of all these extra edges and you know just kind of smooth it out. That's all. The edges of the shape will be just a line","so he would have to be a really really really, really good climber and he would have the ability to find this big rock face and go all the way to the ","the last thing I remember was a vision of my house, a house with 4 stories, 3 floors and a basement. It was a really big, really nice house. The house","The space was very dark and cold. And it had the look of a cellar, so that reminded me of the cave. But it was not as black as it was in the cave. It ","the moon was still there and I was walking towards it, I was wearing a fur coat and I was carrying a torch... and then I saw the moon in its entirety,","you could say it was just like the whole universe is a little bit like a kind of... like a movie with like an... a script that's like the future in so","the universe is expanding in an infinite number of dimensions. I don't know. You see, all the people in this room. In other words, that's all you're d","so we're going to do that, and we're going to bring out these three functions, the three main functions, the four main functions, and we'll put it on ","that's the key thing. That's what we've been trying to get to. The key thing. The key things that we've been looking for, and, like, the whole key thi","that I'm a little bit worried, you know, the more time we're spending on the computer, the less time we're having to communicate, and the less time in","this is the problem in my mind, that I'm just thinking about the problem, but I'm not going to get the answer to the problem. And this is the reason w","so the topological invariant was what we were looking at, and that was an integer which is not necessarily prime. The number of points in the space, t","OK, I have three thousand words of stuff to go through to the end of this file. That's the way it works, I think. But there's some sort of interaction","0.5 ... 0.6 ... 0.7 ... 0.8 ... 0.9 ... 1.0 ... 1.1 ... 1.2 ...","I am a tree. A tree that is 17 meters tall. I am not a straight line. My branches and leaves are the only place I can be at. I can't be at","I don't remember what I was doing when I was 4. I can remember when I was like 10 or something, but not before that. The fact that I can't remember an","I'm sitting here on the grass, looking up at the sky, and I'm thinking about this picture of the world in 2000 years. It was a 3D picture of","and the 9th hole is a par 5 and it's 132 yards long and the fairway is 70 yards wide, so a player standing in the center of the","I can see all the other things. The other things on the table. I can't see that one right now, because it's a little bit in the way, and that one's ju","now that is the big one I remember, the big one. Now I remember a big one, that I was going to work on, I was going to do it with, but then I realized"],["so we're back at the beginning...and that's good, it's not so bad...we're going to go on vacation...we're in New York...and we're going to eat dinner","I think there is some problem with the system of health care in this country. And I think it's a problem that's not just an economic issue. I think it","I have this idea that it's not good for young people to be educated at a university. Because they don't learn much there. They just get a degree, and ","I think that there are many things that can go wrong with people's brains. There are a number of conditions that can affect the brain. There are probl","and it's the first time in a long time that I haven't had the usual amount of pain. I was thinking about how I felt good for two or three days and the","so you know it's a lot of money, yeah, and I mean, if you're just living from paycheck to paycheck, it's, it's a big change and I mean you have to","and we know that the weather has been getting warmer in the United States, and you know the global warming has been going on. And so you know, this is","so when I started thinking about the military and the war, I started thinking well, yeah, you know, I'm a little bit worried about that, and then I th","my body. And so what are some of the things that happen to our body? There are all kinds of problems, like the heart. And then there's the whole nervo","And then they [the young people] come in the building and they see that the windows are broken and there's nothing there, so they feel more depressed ","I'm trying to make a point about a couple things I just realized that I'd been overlooking. I'm going to use a couple of examples to illustrate it, bu","I have a friend who has an adult daughter who was in the military. So I don't know how many years she's been in the military but she was in the Gulf w","and a lot of the work that they do at the DOD, the Department of Defense, is on the software side of it, but it's more in terms of the intelligence, t","and that's the thing about this, when I look at a chart or when I look around, I'm like, wow, how many things have gone right, how many people are doi","what if a company can't get the financing that they need to grow, what is the plan, then? And they'll end up having to sell off assets and you know, a","so, you know, the idea is that the way you build a country is you start with some kind of core values and then you build a legislative system based on","And the first thing that I thought, I thought, uh-huh, so I was sitting here and I was thinking about how we, uh, and I think I'm in the right place,","I'm reading this, I'm reading that. So it seems like this is just one big process of not necessarily focusing on what people say to me, but I think in","I've been having trouble with the economy. I mean, I think that I've been getting better and better, and I've been investing more money. The economy h","you know I used to go on vacation for six weeks, and we would fly out and we would go to the Bahamas and we would be in the Bahamas for six weeks. And","so, so, we have, you know, this, this is, this is the second, I would say the second, the second time we've done, we've done this, I would","so you know, I have the same problem with that in my, my, my wife, she has, she, she does a lot of stuff like that, where she gets in a meeting with","a good way to manage this is to go out and do stuff, go out and actually put yourself out there and meet people and go and talk to people and start ma","this was going to be an easy one, and I think we're going to be able to get it over with pretty quickly, because we know the program pretty well. And ","that's not bad at all. So what that's going to do is, it's going to lead us into the next stage of the economy. And there's a lot of different ways to","my mind was busy thinking about things that I am doing for the company, and the fact that there were two teams that I'm involved with and a bunch of p","And there are other ways in which the market can be restructured in terms of what we think about the regulatory regime and that has to do with the use","and there are times where it's not just you versus them but it's a group, and they have to make the decision collectively. It's not just one person wh","and that was the first time that I really did get the idea of having a new set of eyes for the next 30 years, and I started doing that, but that wasn'","we have to start making our way up to where our nation has a higher standard of living. And part of that, of course, is the jobs creation. We have to ","[T]here are some things that I have to do, some things that you guys have to do. And I think we should all look at the overall impact of the situation","I've always wanted to be a part of a movement that's going to change the world. And so I'm going to change a lot of things that are going on in our ec","I'm going to be here with this group. You know, I'm here for 10 weeks, and I think I'm going to do something interesting with this group, to help us b","what I think, I have a lot of interesting people coming and teaching here in a short time, in the future. So I hope they'll be able to use some of the","I think that there are probably many, many things that I'm not aware of that are influencing my thinking about what I'm doing here, and what I'm inter","so I'm sure that I have to be very careful about the kinds of people that I work with, and I'm thinking about ways that we can make our processes more","this was a really good session. And we actually just did a few of the exercises, and we had a lot of fun doing that. And I think it was a really inter","you know, I was reading the other day about the fact that, you know, like, if you're a group of people that are going to do a study, they tend to have","[I]n my mind it's still like an open question, like an open problem, about the role that the internet has played in our society, especially as far as ","what's happening right now? ... I'm thinking about a lot of stuff in this environment, but right now it's kind of focused on how many times I'm seeing","I am seeing a lot of people in the background, you know, and I'm just saying, you know. It's very hard, as a human being, to deal with people who are ","that's the way I do it in the classroom. I have a few students who are sort of on the borderline of not quite meeting the criteria. They are really do","and then we'd just kind of have a lot of things that were on our minds, and I mean, some of those things that we've had to deal with through the years","And I had a discussion the other day with this other person who was like, oh, you know, if I were to, if you were to run a large company, what would I","I have an idea of where I want to live. I think that in the future, I would like to live in an area that has a good job market, where my children woul","you know the main thing, you know, is to have good quality data, good quality information, and then to be able to make decisions with that. So I mean,","and then the first time that I had a problem with it was with this new 5020 which is now being deployed on the campus in the fall of 2021, so","so I mean, I guess I'm a lot more of a believer in the fact that our federal government, uh, is, uh, needs to be more aware of what's happening in the","you know, one thing that's been a real challenge for me, and I'm hoping that you guys will have some insights on this, is that we're going to be trans","I'm doing a lot of thinking about, you know, how to handle these issues and how to be more successful in business. We have, you know, a lot of meeting","this is a kind of process where the goal is to be able to break down and have a deeper understanding of a problem, so it's something that's very usefu","[M]aking a presentation. I need to know the material, I need to be able to know it inside and out, and the material that's going to be covered is real","and we were using those models that you had made that were based on those standards of the U.S. military that had to do with the space and the time fo","uh you know we were talking about like how the time goes faster the further you get away from the end of your life or from your work, from the end dat","we have some sort of thing that's going on right now where I am trying to work on getting some information on the students and things like that. But t","I don't think this will go away, you know, until I just basically have it completely figured out, you know. And I'm sure I'm not going to be the only ","and that was when I was in high school and I had a big project that we were doing and I was in charge of a sub-project and one of my teammates was the","and I remember this whole thing where there was this thing, so they had this system where they basically, it was a series of like, you would pick a se","and I have to remember the names of the different things, and then I have to figure out which are the right ones, which ones are the wrong ones, and I","I think that I could take care of myself and have the money to go out and travel and do this and that, but I have to do the job because that's the way","a few minutes later, we got back to the business of thinking about the actual system that we're going to use, the one that we're designing and that's ","I wonder if the same principle of how things are organized can be applied to the same type of things but of a different kind. Like the kind of knowled","the thing is, you know, they are all one in one. So, there's actually one universal way to look at things. But when you look at a single thing from ma","(A)nd then I realized that that was really my problem, which is that it was too easy for me to not be able to think about the future, because I don't ","and then we have some problems. Then you have this, you have these kind of things. It's not that we don't have things that are so clear, but we also h","And then the second time, that was probably something more like a real-world kind of simulation where the system was being used and people would have ","and I'm really surprised about the way they're doing things. I'm a little surprised about the speed that they're going with things, and then I was thi","the universe, as far as I can tell, is fundamentally made out of energy that's moving, that's changing and that's reacting. And I can see it as being ","I wonder if this is possible. I don't know. But it would be very interesting. I'm not sure if this is exactly what it is, but I'm not exactly sure how","I am actually very much in a situation where I am looking at a lot of different things at the same time. And there's a lot of things going on at the s","I'm sure if you look at the literature and the research on how much the mind has changed over time and what the difference between the way we were thi","it is a little bit of a conflict, I'm trying to figure out what are the various options, I could go and do one or I could go to another one and so, th","I think that the next generation of humans are going to have a lot of problems dealing with the impact that AI will have. I think that a lot of that h","and also when it's a multi-node graph, where the nodes are really big. So, we're going to be dealing with thousands and thousands of nodes and hundred","a problem. What's a good way to explain that? A problem, I mean, for a neural network. So, it's not like the network is making a lot of mistakes, in t","and it was quite a nice, kind of, I guess, a nice, a nice experience. And then I was thinking about what was the next thing I would do if I were in ch","we're going to make a new generation of devices and things, we have to be able to handle all the problems that arise from this, in order to create thi","and I don't even know that. I'm not going to go look at them right now. I'm going to say that the kind of system that we're working with here is like ","and if I was to take this concept of a project management methodology and I were to apply it to a particular problem area, and if that was a data cent","and if you can make a new definition of the word 'water' because you can take some water and you can mix it with other things. If I can mix it for exa","And then I have to have a function to be able to compute the derivative with respect to a variable. So that's another function. The derivative with re","I just saw this beautiful graph. You know, I would like to talk about the fact that when the price increases, the demand decreases. It's a law that yo","I have a number of things going on. I'm not going to be able to get in this class. So, it's going to have to be some other way. I'm thinking of doing","I'm gonna be on the phone with you. So this is all based on a standard, I'm just going to go through the standard. The standard is that all of our ser","I was talking about the thing about, oh, you know, the idea of, the concept of a 'group' of people, and, uh, a group of people is, a group is","and we do a lot of things, you know, that's what we do with our brains. And we do a whole lot of different things and it's important to realize, you k","you know, what's interesting to me, I'm interested in this concept of 'social responsibility' because there's a lot of things that are happening with ","and it's probably best to think in terms of it as a product of the interaction between the two systems. And that's a really useful thing to say becaus","the system I was thinking about was the [dubious] system where it was a global system of systems, where you had different types of system, but you cou","I think the whole thing is pretty cool, but I'm going to have to make some decisions. What is the future for this project? What is the idea of the who","and then the thing is that the way you're talking about it is you're looking at the history of how these things were done. But if you want to look at ","I see a bunch of people standing around... and I've got to decide who gets what, you know? And then the other group of people is, like, 'Oh, no, no,","you know I have to get over this. And I need to get over my anxiety about this. And you know what is kind of interesting? I've actually been thinking ","what is going on with the EU, how many people are in the EU. Is there a country that is outside the EU that has a strong influence on the EU, Germany ","we could just go there and use all the information, we already know that. And we can make the right choices. And the idea is that it would be possible","a kind of thing in which the brain, in the brain stem, is actually kind of a like a little computer or like a little, a kind of a processor, and the b","I can't say what we have been, so we've been thinking of, but I think about things that are kind of, well, I would say very much on the same level, th","It's a very important part of what we do, I think, I believe that a lot of what we're doing in the military and a lot of other industries is just sort","and then when I was at the University of Washington, in the late 1980s, they had a big computer science group that was working on what was called, the","and also that's why it is a really useful thing for people that have had traumatic experiences to work with trauma focused cognitive therapy because t","and it's amazing, is there a difference between the thoughts that we have in our head and what we're saying out loud. Like the last example I had, I'm","the system itself, you know, if there's an issue in the system, if a piece of software, if the software doesn't perform as it's supposed to, then I'll","I was at home and I had a lot of questions about what I was doing with my life and I started to try and work through that and so I started doing some ","It's about being a little bit more curious, and then that could be, there are a few ways that you can use curiosity. There's the curious mindset. Ther","it's like, the process that you're in when you're working on something, you know, you're just, you're working, you're doing an experiment, and you're ","we have to go to the market, so I go there, and I get a bag of beans. Then I go home and I get to work on it, and I'll start cooking. I","I was thinking about the first time I was like, 'Oh, I have to work.' I remember being like, 'Hey, you should work this week, I don't want to have to","and it's funny you mentioned that because that's one thing that I've been thinking about recently as well. Is it just... I feel like people are starti","and the one thing I was really looking forward to is the new season of the TV show called, 'The Office.' So I've actually been watching it for a few w","yeah. That was great. That's great. That was an amazing, amazing. Yeah. Yeah. That was a lot of fun. I'll say that's the first time I've done that","so I'm really looking forward to the winter season coming up as well and just being out and about and the things that I'm thinking about doing, that I","and then the next step was to figure out if they want to go and play. And then figure out when I'm not on the plane. What I'm going to do. So if I'm","you know, I'm so glad to be back in this country. You know, I just, it's been a long time, I think since I've been to New Zealand or Australia and,","[the idea of] the [concept] of a single unifying field theory that has been pushed out there and that's what I was gonna talk about yesterday. I think","And so, it's interesting. I don't know. It's like, it's like, I had some thoughts about the things that I've written. I've written a lot about, you","we are so close to getting it and then you know we've got to get a certain amount of, you know, what's the next step? How do you get the data? How do ","Okay, so this is actually a question from someone who was watching me for a while, who had some concerns about my mental health. So I just wanna go ba","I'm trying to think of some way that we could start a conversation about this, that would be different. I think we need to start by creating a list of","okay so we can assume that there is a lot of human capital in this region. I'm trying to think what sort of human capital it is that we can assume exi","I'm going to give you an exercise. I want you to tell me what is a typical day like for you. Can you imagine this? I'm going to set up a scene where y","okay, so I'm going to try to take on some of these different elements of our work as a team, and think about how we can build a framework. I think it'","I've been thinking about the things that I've done and I've done that, I've done a lot of things. So I'm always very curious, because I have this, you","the part I am most concerned about is what we can do to help them and, you know, that is a big deal for me. So we've been working on a lot of ways to ","The last thing I did was a lot of writing. I think I'm going to give myself the goal of writing a short story in the next week. That would be great, b","I'm thinking, I'm thinking about, it's one of these, like I think it's one, I don't know if this is a good idea or not. I don't want to","I was thinking of how we have an organization now, where we're trying to do a lot of our own work, and we have this program to help us figure out what","I'm doing this because I want to do this and then, you know, I have to start doing a lot of projects, and then you have to have a plan for it. And the","I think that the first thing that we'll do is go to the land. There's some land we have in California. I was thinking about the possibility of going a","We have a really good relationship with our [company] but we have been thinking that we have to make some changes. We've been looking at how we can ma","it's not so much the world that is the problem. It's more a question of how we deal with it. That's really important. To make sure that we can underst","[T]here's a lot of things that I could be doing that's more productive than I am. If I don't do what I need to do, what I want to do, I","so, this is kind of like a little like a thought journal. Right? Like, I could kind of capture these thoughts and then use them in, like, a strategy s","I was thinking about a couple of things. One is, when I think about my role as a consultant, I think about how I want to do that, and I think about wh","I think I don't know if I'll be able to continue, and the only thing that's really relevant is that it is a question of not having the time for that, ","what I was thinking was that it seems like in a lot of the things that we're dealing with, like AI, like the nature of our economy and the way things ","And I think I was here last time in the beginning of this year and we were doing a lot of the same things and a lot of it was more on the research and","okay, so, so, I guess the first step to that would be... I'm going to think of this as a business process, I think of, so we are talking about, this i","I feel like my experience has been really positive, that I've been really able to understand the complexities of the work that I'm doing, that it's a ","a lot of the issues that we're addressing in the organization right now is just trying to get us through the next few years, and trying to plan for th","I was just thinking about how I do my research now. I have this idea that the way to do my research is to get people to tell stories. So, I have a lot","there was some work that we were working on. It was a work that we had in our group to do, and we were working to complete the final work, the final d","I am thinking about this paper and about the nature of research, because I am thinking it's probably the most important paper for the year. It's our c","you know, there's a couple of things that we think about, the fact that we don't have the technology for this is not going to prevent people from doin","but we need to find the right combination of that, and, you know, I don't know that the research has really been there yet to really identify which is","I'm gonna have to figure out how to make that work with the user experience team because I think it would be really interesting to try and figure out ","and it's very good... and it's like if you have a problem in one part of your brain, and you want to solve it. You have two options. You could be like","I'm trying to think of a problem that I can work on for my dissertation. I'm thinking of doing a paper that I had proposed a while back that was focus","I'm talking about this research in the 19th century, which is still, I don't know, it's still being done, but I think there's some research in the are","I think that I may have to look at that, because I don't actually feel like I'm in the moment. So I think that I have to start, you know, doing some m","we've got to figure out how to deal with AI, and then, you know, some of the problems of AI are, well, I'm thinking of, like, the first AI boom in","And then we had the question of what to do with our own stuff. And so it was more the question of how do we build on what the people who have built up","you know I've got to look at that problem and I've got the problem in my mind that I'm going to try to work out a solution to it. And I have a solutio","I'm actually writing an application to get my master's degree at the university. And I have a set of papers that I'm going to submit. And I'm going th","this is a really good way to think about it, and it's, it's in a way, this is why you have to think of it as an open research environment, because it'","I think the problem with this is, I'm just not sure of the right kind of data I can get. So, I think I've got to have a bigger sample size. So, that","and then the idea that I should really be doing this, this is what I'm here for, this is what I do, and then I can kind of go in and take a look at wh","I just think it's interesting how that's, I'm really surprised how that's playing out with my team right now. And I think, I think I can't imagine how","So we have the idea that we don't want to be so much the same thing, like we want to be, but I don't think we're that far away. I think it's kind","and it was like you have to think about something like what do we know about the person's past. What do we know as a society about the person's past a","[W]e had a really good opportunity to get a lot of really high quality research in the brain and we didn't use the time well to get to that research. ","I have a goal, I want to see a doctor. I want to have some sort of therapy. I want to work with a psychologist. I want some type of therapy that will ","And so you know, I guess, the way that I look at it is, there's this little piece of the world that we're looking at, and then it's all this other stu","I'm going to be speaking on a panel at this year's conference of the National Society of Black Engineers. My co-presenters will be professors. This wi","it's always very important to understand what's going on in the brain. And, in the same way, if we want to be able to design better interventions for ","I'm a great believer in the power of the individual. I've written about this in my work, and I've actually written about the power of the individual a","we are in an age where, as we talk about the internet, we have to realize that there's an internet of things. So, we have more and more, I'm a technol","And I was also thinking about the way that the way that people react when they hear someone else say something like this. Because I think that people ","yeah, and then you think, okay, you're in the midst of this. And you don't know what you're supposed to do, you don't have the language, but you have ","but I think I want to be a little bit more involved with what is going on in my own body, I think I would like to know what is going to happen, what t","and then the idea is that we actually would have a kind of a repository of questions that are raised by the members of the organization, that then can","yeah, right, well, you know, I mean, if you have a new client that is asking for you to be their therapist and you feel like you know, you're not qual","I am a human being who has been exposed to a great deal of misinformation, which has led me to the conclusion that I am going to have to work with thi","the one thing that you know, is that the system itself, the system that you live in, the one that we have now, is in a crisis. And I think the reason ","I can do this. I've done this before. I know what I'm doing. I can do it. And I am sure I can get to the point where I can do anything I want","and the whole of humanity in that moment. I feel so lucky that I can do this work, I feel so fortunate, that I can actually work in a field that is su","So what does this do? So this is, it's very useful for the medical students and other students who are in the process of learning new skills, right? S","I had this dream about a fire alarm that went off in my house, and I had to get my children out. I don't have any children, and my wife is out of town","okay, now that you've got that down, you can start to put your thoughts into practice and into your practice. That's one thing you can do. But also, I","so it's pretty good, it's not that it's going to be a long-term thing, but it's pretty nice, because I've been working on this stuff for a while now, ","I think they are going to be able to learn this a little bit faster because they've got access to a lot of data that they otherwise might not be able ","The other day I was doing a test and I was doing one problem, and I had to solve an equation, and I was solving an equation. So I got this really larg","uh, we talked about this a little bit yesterday, but the other thing that I think was important in this discussion, uh, was when we were talking about","the first thing that came to mind was that you know, you know, the second law of thermodynamics tells you that things tend towards equilibrium, toward","the whole thing is going on, but it's going on in a way that is really difficult for people to understand. It's not a linear way, and it's not a way t","and then when we do the real thing, when we do it in the real world, and we're at work, and we see the actual system and we see that we've got the tim","And then I was like, oh, well, let's just focus on a more efficient way of doing things, so I wrote out like a list of the steps that were happening. ","we need to start, uh, we need to get ourselves into this state of like a state of high performance, um, and this is kind of where you're trying to cre","I remember watching one of the movies on Netflix, the 'Star Wars: The Last Jedi' and that was really an interesting experience to watch that movie. I'","so in this case, as you know, when it is a business, it's very easy. The main problem is to make sure that the customer is not paying you for the wron","we are talking about an app to help you do that, and help you be able to do that. We are talking about a system of monitoring and control, and also, w","and that's one of the things I've learned from a lot of these, some of these studies. Some of the studies. When you are measuring the performance of y","well I'm not even sure if we have to be able to solve for the second derivative in this course, and I don't think we do. But if we did, what I would d","now I know what it's like to be a teenager. I used to be a... a teenager once. I used to go to high school. I went to high school here, and I was","this is the second time I've gone to the beach. I went to the beach last summer and I really enjoyed it. We had a great time. So I'm really happy to b","And then I'm going to take it on the road. I mean, I'll be traveling and working. And it will be a lot of fun. I mean it is a lot of work.","and we have a lot of great people here. We have a lot. Yeah. I think I think it's interesting. I think we can put up a lot of really great. You know,","I've never been to the mountains and I would love to be able to go there with my kids. We've got two kids, a couple of young ones, 10 year old,","the idea of what could be a good approach to this, so, in the case of a big corporation, a company like that, the first thing to do would be to, is to","I know, I know it's the one, that's the one that I always want to do, to go back, and do the big thing, like I used to do, you know,","I've done it all, I've been on that 8000 meter peak. I've been through the death valley. I've seen the snow fields, the deserts. I've","and there is the fact that they have to do this whole thing from scratch. They have to have this whole thing to do this new thing and I think that the","so we'll have to do that a lot. Well, you know what would be nice? We'll have to be able to be able to look at the data in a much better way. If","and so you're sort of, you're you're sort of seeing the world and you're going to have to do this, so you're going through the same process again. And","okay, so, what is the thing that I need to do for this project that I'm doing in my work with the financial analyst and the financial manager, what ar","there's this idea of how to use a map, there's this great paper that was put out that talks about, like, there are a bunch of maps you could use and i","And the first question that came to mind was, can we get this through an interface and also a [inaudible] and an application that we have that we can ","we have a few images here, so the idea of the data is that this is a big part of what's in our memory and what we have in the brain, but there's no ac","I was looking at some of these images, and they were very abstract and very beautiful, but I also wanted to understand it. So I tried to describe them","and it's like this. It's like a window in the world and you can sort of look through the window and you can see, you know, the world through that wind","so I'm trying to figure out what's the best way to sort of go into the session. We're going to have some of these 3D models that will be generated dur","there's a bunch of code here, and I don't understand it...I'm going to add a bunch of additional code to support this...I'm just going to paste this i","and that is a sort of, yeah, a sort of what's the word? ... something that's similar to what I would think is like a random access memory. But in the ","I'm like you know, I'm looking at, I'm watching some of the videos, like you know there's a lot of videos from the 2016 election, and I'm","there's a lot of different things I think about, and I think about the ways that we're trying to connect these people, and how are we trying to get pe","it was about 20 years ago, a long time ago, we were at this place in the desert, in the US, and we were at some sort of like a, it was an","yeah it's funny because when you talk about the power of thought and that stuff and people having these really clear thoughts about the world and all ","well, I was thinking, well, so the idea of the smart grid, in the power industry, and the smart grid is really, the basic concept is to have a bidirec","it's a funny thing about the brain, is that it's made up of cells, it's a living, growing, changing thing, and what we're seeing as we scan it is that","I was talking about, I was saying something about this. So I'm trying to think about this, I'm trying. What I'm trying to say here is that I'm going t","I'm trying to get a lot of information here, and I'm not getting a lot of it, so that's fine. I'm not gonna make too many comments about it. It's like","and we had to, yeah, we had to use the same parameters as the other, yeah, for the other models and that was just not a good idea. But then we did. Th","the right now, the real now, is the now that is not constrained by any kind of past, not constrained by what happened in the past, not constrained by ","I can't do this. This is way too much. I can't do it. I don't think I can do it. Because it's just... I'm not a very good programmer,","my mind has been very much occupied with the idea of the coming of the Christ. And that is probably what is causing me to be so much more conscious of","the best way to get back is by going forward. ... What would be the best way for us to go forward? ... What would we need to do? ... What are the thin","and now I am working in a really big project, which is not that difficult. And so I have a lot of people in the company who are really good at what th","I think it's just that we're all... just as you know... so much time passes by in this way and you can't really see it all. And, uh, and, I guess","I think we could use the idea of a future where things like this, the more technical aspects of life, they've been taken over by machines, so the huma","we know that we know that when we are young. The question is what the threshold is, you know, to take that and get a really good job. There is this id","and it's the same in my own family, where I've had a lot of health problems and stuff like that. And I'm just a little bit better now because of what ","it's actually the sort of thing that, if we were in a context where we had to actually use computers more often, like, say, an IT professional, for ex","I want to get a bunch of people in here to get them to get into the mindset of, 'I want to do this thing', and then we can do a bunch of different typ","the idea of a world without the internet. So if you take a group of people in a room without any computers, without any internet, without any access t","I've seen some really good stuff over the past few years on the internet, things that have helped a lot of people, in terms of their mental health. So","and then you're like 'we're going to get some kind of feedback, it's like a chatbot. The first chatbot that I saw was from Microsoft, so it was basica","what do you do in your company? And this is very interesting. So what we are seeing is that we have these, you know, these 100,000, 2","yeah, I'm not sure, so, well, so what I think I'd be doing is I would be saying that, uh, the whole thing, uh, so the whole thing would be","I was talking about the amount of money I earned in the last quarter. And if I, the amount of the money I earned last quarter is too high compared wit","and I can see in my mind's eye, you know, if you have a normal distribution, so the distribution of all these weights, and the weights of all the indi","So, I got a call, which is a bit surprising for me. It is the first one. So, that was a bit of surprise for me, because I would say that I have been","[22:39:22] I have some issues with the current, in particular, because we're not really sure how well we can expect this. You know, when we start","I'm thinking about the next movie that I'm going to see. I'm thinking that I might do it the next week I'll go to the movies, which is next week, I th","my friend. Yeah. You know what's interesting about this. I mean, we have a lot of friends, but you know, the people who we have the most contact with,","So, this is not really about the history, is it? I mean, it's not really a history, right? That's not what we're doing here. This is actually more of ","we are all going to the beach and then we're going to stay over the weekend. So I need to plan. I think I need to know who is going and who is not goi","I mean, so what's the idea of it? We have a new employee who's starting to come in, and I'm sure there's a lot of good, great things to happen with th","I think that the more, if we're gonna go this route, I think that we're gonna have a lot of meetings in the fall. And a lot of projects, in the fall, ","there's a lot of people who are really, really, really angry right now, so the fact that we don't have a plan, I don't know if the plan is to run a ca","and so what, so what did we do? We did some stuff, like we've already done it. We talked about that. So we did, like, we're going to be working on","So they're kind of, you know, there's a big, there's kind of a divide, in like, the corporate world between the like, the like, we'll, I, I","uh-huh, and and the reason, why I'm not, uh, not sure I, I, I mean, I don't think, I don't think I could, I mean it","And the second thing I was thinking about was the possibility of some sort of like like what's the best way to structure the the project in a way that","And so, the more you, the more people involved, the more efficient and effective we can be in getting people the help and the treatment that they need","so what I'm doing here, it's actually going to be a series of what I'll call micro-courses. Micro-courses are very much like mini courses. They're foc","this is what we have. So what if I start to say, if I were to have a robot, let's say that I would like to have a home assistant that helps me with, l","what we're going to do in this course is going to be a big survey, but there is some big theme that's going to be through all of it, and it is that th","you know that we've got a lot of these that are kind of... you know, kind of... like, let's say, the ones that we can work on, but there are other one","I've been thinking about a way to, I was thinking about a project with some folks at Stanford where I'm trying to think of ways to maybe try to solve ","uh-huh. Well, I mean I had that problem with my mom because she had this, and this was a few years ago when I was, you know, a freshman, sophomore and","and I guess the problem is that in many cases, it's not even a choice to go into the business. And the problem is, and that's one thing that I think i","and then you are thinking about you, you know, your own life, and you're like, I'd love to just be an everyday person. You know, just you know, not to","what I want to do, I want to get in a position, not necessarily where I have a 50-50 chance of getting promoted, but where it's like, I have an","I just watched this movie and I was thinking I think what we should do in the movie industry is you have to think about what the impact is of a movie.","The end of the book, so to speak. Yeah, this is the end of the story, if you will, that I've been building here. And I've got two more books, two","and then this is a good question. Why did it take 35 years for a black American to become president? Well, it's the same reason why it took 35 more ye","and then I came up with a list of things that we should do in the future to improve this kind of work and then we are going to continue this kind of t","the work is done in a way where we are constantly taking a step back, thinking about what we have done, trying to identify the core issues, how can we","and it's, uh, it's this thing that I want to do is just to build a library of just all these different domains of research that we've done, that we're","it is just so hard to be productive at this stage of life. It's really tough. When you're young, you know, you just get up and you're going to work on","what would you say that you do differently now than when you started this course? So, I think I'm really getting a lot more focused on the learning, w","yeah, so it's kind of a nice, it's a nice little, um, a good thing to have. I would, you know, I would say, I would definitely say that it","[I]t's been about three months since I went to my last, I would say, a great party with friends, so I guess, I don't think I have really had that kind","I think my brother's been having some financial issues lately and I think that's a little bit related to the fact that he's been out of work for about","yeah, I just I went back I mean I had I had a I had a job for a year and a half and they they got rid of that job and so I got a job a week","[I]t's like I'm in a video game right now. So I'm like, it's like I've just been on this video game for probably a year or something and I've","I'm in the middle of a lot of things. I have to write an essay. I have some projects in progress, some ideas in progress. I have a bunch of other stuf","I was in the room. I have a bunch of ideas for things that I might want to do or pursue in the future. I might want to start working on my thesis or o","it's always been a real problem for me that I have, that I'm trying to solve a lot of this stuff, I have a bunch of ideas, I'm trying to put together ","it's like there's this [familiarity] and this [unfamiliarity], it's like this is going to be the next step for a lot of the teams that are out there","and so what we need to do, is to have a framework to think about it, but to do that in a way that's also mindful. So the way I would describe it is it","I don't think they're going to change the rules of how we're going to have our conversations about these things. I think the structure of the conversa","we just need to decide what it is that we need to do to actually get started and get our own funding, to support this effort, because right now, it is","I don't know what I was trying to do with this, it seems kind of... I was trying to get... I don't know, I was trying to work on the model of the way","what if you know, what if you have a great idea that you know could really make the world better. And then you see somebody who's trying to get that d","and then, uh, there's one more thing that comes to mind. So, uh, it's like, uh, if you're looking to uh, if you're trying to learn something,","[I] want to do this, but I don't know if there's a better way to do it. Like, I'm trying to figure out a way to do this more efficiently, because","and that was how I started this. And it was... well, there was an idea for this blog, that it would be more of a... you know, maybe a diary, but maybe","there's a big problem in machine learning, which is that we're overfitting on small training sets, and we're not actually being able to generalize. An","I mean, I'm a little concerned that the language model itself doesn't have a real, human-like way of reasoning about these problems. I mean, I don't h","this is my current state of mind...it's the beginning of the summer. I have a lot of plans and projects to accomplish. I have some work and work-life ","we’re still going to see this. But if I look at the data from this session, I can see a couple of things. The first is that it’s very interesting to s","but that's not good because they're going to ask for you to go back to 2012, and we have a problem because we have 2020 right here in","the challenge here is to design a way to access and leverage the human capacity for self-improvement and self-learning. The human brain is pretty amaz","this is a weird place, the whole thing. The people in the world, they are just, they just have such different beliefs, different approaches to life. I","[I]n the middle of the night, I am awake and I am thinking about how we can make sure that we don't have a situation like the Ukraine, where we have a","and then I'm trying to figure out, well, what if it turns out that a lot of what we're doing here, we're doing in order to understand how to control t","the other thing that's interesting, or that's also interesting to me is like, as you've kind of got more of a sense, or like a sense of, of your self ","I think I have an idea that's going through my head that maybe there's a way that we could use this in a different way in the future for maybe doing l","well, it's a sort of like a hierarchy of values, right. So you've got some of your, some of your personal goals, and some of your work goals, and then","and they were doing that, and they had the ability to get into those games and then they could move at a certain point to a new game that would be mor","I've had a lot of fun, you know, like the old days where we would do some of those experiments. So, for example, you might want to take a look at a pa","and what are you trying to figure out about this? Why are we doing this? Why is this important for the rest of us? Why are you doing this? What are yo","and so I can't, I think it's actually a problem that a lot of companies and a lot of people, including myself, don't have a strong sense of identity. ","so it's not going to work, right? There's no way I'm going to do it. This is a massive effort and there's nothing we can do to make it work. I think","I'm sitting down. I'm sitting down and I'm trying to understand the underlying problem. So it's a little bit of a shift of perspective. And then it's ","I want to make it, I want to work for it, I'm not going to just let it happen and that's why I'm really focused on the business side, making money, no","So, we can see that, for instance, a new model of a car might come out of this. It might look a lot like the Prius and be a lot more efficient. But it","that's like... what... what is the word for a single node? In a graph theory? What is a single node called? Is it called a vertex? Is that correct? Ye","and then you have this little dot here, and then it grows larger, and then you're growing in that dot, and you're growing to this, and then I can't te","I was wondering about this question about whether a computer or AI can ever be conscious. It's a tricky one because you can get into all kinds of prob","And it's like, I can just imagine what it would be like for the rest of us, like if the rest of humanity suddenly started to be able to see these thin","that's the way that it's going to be. Right. So, if I just put it in a way that you understand it, so I don't have to explain it. So what is","because you have to get over some of the initial... well, I guess it's not initial, it's the initial part... the initial part of learning what a quant","a good idea for the new product, a good idea. What's a good idea? What's a good, like, really good idea that I'd have, and then I can't just like","I mean that I know there's an infinite number of solutions that fit this. But how many solutions would you have to test before you'd be satisfied? And","the ... the ... the concept of a group. And ... the ... the ... a group. I've been thinking about this idea that we should ... that we should have som","the key to success, the key to success in any endeavor is to build up your skill at a rate that's faster than the rate of progress that you need, and ","if I don't know the answer to that question I will just look for the answer. The other one I can actually look up and find the answer. So the one that","so the point is to just get people to start thinking and to have it just come out of their heads and out of their brains, and it doesn't really have t","so yeah, I have this idea of a one way bridge, you know, like a bridge that only one way is possible. So, it's like the top of the bridge, you can go","I'm a bit frustrated with the question that I'm given, which I need to answer using the information that I have to hand. I have the information of the","28.8 seconds later, I'm going to get back in the car and drive to the airport and then I'm going back to work. So it's like I'm going 0","I have to get an idea of what that means, I think the mean of the variable, it's the total of the variable divided by the number of elements. Right? S","a person, I'll say it's a person. So we're going to have 1,000 people on the line at once. So we'll have 1,010","[It's] an algorithmic, [it's] an equation that's not being calculated in real time. It's not being used as a filter. So this is a non-linear equation.","this is a function of a hyperbolic surface. And you can see that we can find a hyperbola in the data here. This is a hyperbola and then this is anothe","yeah and so you know that you want the maximum possible amount of energy on the plane to maximize your distance travelled or your time travelling what","and I wonder whether that's really the case, that it's not just a difference in how well they're learning, but actually there's a difference in what's","Okay, so what I want to say is that there's a lot of differences in the way that the data is organized for a variety of different purposes. I would li","and then when you think about it, if you want to take some action, what you're looking for is the information that you can actually use that you have ","oh, it's a big difference between that and what we used to have to do to be able to put an edge on that. It's not just about getting it down to a frac","and so I just thought of this and it was the way that we had just discussed that the new version of the SRT [Social Rank Theory], the social ranking t","now we're going to, we're going to do it in 100 ways, which we're going to work through. The first way we're going to try is we're going to","I have a few thoughts about this, and one of them is that the problem of a world-wide problem is that the world-wide problem requires that the solutio","if I do not have a purpose, then I'll do something to be able to move toward that purpose. I want to move towards the purpose of creating a great econ","I guess that's a good thing to do if you want to be more competitive. But in terms of doing that, you want to know what's the minimum that you have to","and I think of this, and I think it's important that you know, you know, the fact that you're using a computer, and that there is an entire market, an","you can see a lot of this, right? So in terms of the kind of applications that it would be for, is that, if you can, you can really see the nature of ","I've heard a lot of stuff about, you know, what we're doing. What we're doing is, you know, in the last couple of years, we've been using this kind of","so what I'm gonna do is I'm gonna, I'm gonna kind of...I'm gonna make a little list here and I'm gonna figure out, I'm gonna see what are the things","we were just talking about the concept of, like, the idea of like a distributed ledger for like, the like, the way it works in a way it works like a l","I wonder, the problem with the way we are trying to approach this issue in our government is that we are kind of like this, we're trying to look at it","we're going to have to get a lot of people working with this and we have to figure out what does this thing that we've done mean for us. What are the ","the whole idea of having a... a sort of a central hub in the US or the world, I guess, to facilitate the creation of technology that people can build ","and then they go back and they're not going to go back and try to make these things as accurate as possible. It's like when you're playing a sport, yo","I'm going to talk about a few of the ideas, and this is going to be, you know, a little bit of a brain dump. And then I'm going to turn it around,","my son just told me that he is moving to California, which I think is pretty cool, and then I was just thinking about how California is, is the highes","I know what the word 'courage' is, but I have a hard time understanding what courage looks like in my life. Because, it's very important to have the c","so I'm going to start with the notion that I think I have a good idea that we should be doing this, and that is, as the president of the United States","we have some real good things going on in this country. I don't mean that just in general terms, I mean that we have some really good things going for","the ability to come up with some new idea for an important problem, even if it's a bad idea, is going to be helpful. You're not going to be able to ge","I wonder if I would have been able to be an entrepreneur or not. It would be hard to get funding, right? You know? Because...there is so much competit","I think it's the right thing to do. It's really the right thing. The idea of bringing the nation together, especially in the age of social media where","The whole thing is kind of like this... it's a little bit like the [United Nations], like the International Monetary Fund, where you have different ki","the fact that we had a 20% increase in our GDP over the last six years has made us more wealthy, we have more people living on their own, so we can ju","the first one is the [the first] [the second] is the second, and the third is the third. That's a pretty simple one, [the first one] is the first,","there are more things, there are more problems, more problems that we need to solve as an organization and as a country, but the fact is the basic str","I would just go out and give people money, like $100 per person to help them pay their rent. You know, if they want to pay their rent, you give them $","I don't think we'll have that problem because I think a lot of people are going to be unhappy in a lot of ways and if they don't have something to spe","I think there's a lot of value in trying to figure out what is important about this system in general, in that there are many different kinds of syste","it's that we don't want to have to go through this kind of training and get this kind of education. It's going to be the hardest thing for people to g","[I]n terms of what's going to be a result, we've got to keep an eye on that, right? It's really important. Now, is it important that we have an","this is something we know is very much going to be a problem for a long time into the future because I think people are going to be working remotely m","I was going to do it. I would have done it. I'm not doing it. And that's the way I feel right now. It's interesting because it's a big thing for us","And I think I'm gonna get into the [529 plan] and I think that it's a better way to pay for college because it's not gonna put me in debt as much beca","we have a whole bunch of things we have to do, you know. We have to clean up the office, we have to clean the rooms, we have a lot of maintenance that","you know, this is an interesting thing. You know, this whole thing about the fact that we have a 21st century economy where all of a sudden the averag","I think about this thing we did. We had the party in 2017, in the last year of the administration. I think we'll see a lot of these people who were th","the same as you're doing, so you're not paying attention to what the rest of the country is doing. I mean, it's a lot of people don't pay attention to","I had a thought about, you know, some of the, some of these problems that I had. You know, I used to have the problem with some of these people where,","I remember having an issue with the actual - how - I don't want to go through the exact history but there was an issue with some of the actual physica","I'm pretty good about my fitness, I've had a little bit of injuries from things like that. The biggest thing was, I've got an ankle injury and I've be","so my son I'll be spending more time with my son this year than my last year. And I just don't want to have to go through a lot of the same things aga","uh I think I think I have I've got to make a list for my uh my my family vacation right now we have one of our uh of our our trips and we have a one d","this is kind of strange, because it's like I think that I'm having some of my memories, that I'm remembering things that happened to me in the past, a","the part I like to do is just looking at the data, doing the analysis, I think that's probably where I'm most comfortable, the idea of learning, I mea","I was in an environment where they were a very high tech, a very advanced environment, where they had all sorts of devices and systems and everything ","I was listening to this, the fact that there is some sort of a map of the brain. There is a map, as well, of the way the brain works, as in, like,","you know, I'm in my 60s and I've been thinking about this a little bit, you know, that the, you know the way that we think about, you know aging","I was just looking at the history of this. And, you know, it's always been a question about how quickly you can get the kind of returns on investments","I think the most important thing for us right now, and we're in the middle of a great financial crisis, we're in a great, we're also in the middle of ","and then the last one, you know, the one that came through the 2016 election cycle, and that was, 'OK, we're going to have to find a new way","It's like if we get a phone call, and it's a customer service phone call. So I'm not a salesperson, I'm a customer service rep, and we just want to ma","we'll have to find some way to get through these pandemic times, and I'm really interested in learning about, I mean I'm sure I'll learn something fro","and I think I'll look up this new app that's supposed to be coming out on the iPad, maybe try to use it to learn more about how to learn more effectiv","I was in the middle of this big book on the history of the universe, and I had this little table of contents of this book, and I was looking at that, ","what does a program actually do? It's an interface for a specific problem domain. You take some input, some information from the user, and some inform","and in the back, you know, the back is kind of the right part, it's just you know, in the back is like the left part, right, you know what I'm saying","So I was thinking about the new version of the game that we're developing, and I was thinking, we're doing a new version, but I don't know how big of ","we need to have some sort of standardization of this. We're trying to think about how to build our product and this is really great, this is a good id","and I think it's that if I go back to the initial thought of the original prompt and that's that it's the state of mind or the way that we think or th","the one thing that you know you have is a set of values. You have a set of core values that you live by, right? And what I'm hoping to do is to be abl","it's a huge area of opportunity for companies to really think about how to enable them to do more with their employees, to do more interesting work. T","I was talking to my dad and my brother last week, and I had a lot of questions about this, because I was interested in this. So we were talking about ","it's all in the DNA, it's all that is really important for our health. And this is, this is not something that I would call new, you know, we already ","there's no one out there that can actually be counted on to be able to predict the outcome. So you're in the middle of that process, which is quite sc","we were working on that, but we were also working on the idea of, if we had, for example, a project, if we have a project, which, for example is the w","so the one thing I can do for them is to tell them, to encourage them to give as many resources as they can, so that they can understand what they've ","this is how I think about it... when I'm trying to learn a new language, I think it's very important to learn how to actually speak and not just liste","we had an episode of a teacher that was very strict, and I was like 'you're not giving us enough room to develop our own thinking. So, I'm like, 'okay"],["I don't know. I don't like that. I've never heard anything like that before. I don't think it's the same kind of music. It's different. It's kind of","and I'm thinking I might get a job as a plumber, you know, they're always looking for plumbers in my experience, but I'm not really interested in it..","I know all of the different kinds of cheese, you know. But I don't know what they are called. I think the biggest one is called... something like Gorg","I was going to be a minister and I did that for about four years, and then I dropped out. ... I was at one point the pastor of a church, but it was ju","I don't know. I was going to say, like, there's this thing that happened, you know, where in the 20's, and 30's, in the United","And now I am at a point where I am thinking about my next move. I have two options: I can either stay in the job that I have now, or I can try and fin","I can't believe that I've been working with computers for 25 years and I'm still a computer person. I don't know what that says about me or my parents","and then he has to get out of that place and have to get to his next place, and that's why we had to have so much in place, so that they can move out ","And then you have this. You have a line, you have a space, and you have a dot. You have that, and you just can't do it anymore. And then you know that","a moment of calm. So when I'm...you know, I get up in the morning and I look at the calendar, you know, and I say, 'oh, I got to do","[talking about the test, and how it's a big deal, and we have to prepare for it. and then talking about the weather, how the weather is like a year ag","a lot of the work that we do as a community is to try to solve problems that we don't have that we expect to have, but it's almost never about solving","So there's this idea that we have about the way our brain works and the way it stores things. We tend to think that it's this kind of one big blob tha","And that's it. Yeah. I got this kind of like a picture, a little more than a picture, in my mind of a family. It's my family. We're talking about the","there was an example that I had in mind. It was a random example of how to use the standard deviation. So for that particular example, we have a data ","and, I, the most important thing about me is that I have no children and that is the most important part of my life, so I am not a father. I'm not mar","the people who are in this room are all very smart, and I think you're going to enjoy working with them, and I'm excited for you. You're going to lear","So, I'm in a very small group. So, the first thing that came to my mind, this is what I would do is I would start with an exercise that I think is qui","... I was born in 1957 ... ... ... ... and ... ... ... I have ... ... ... have ... ... my degree ... ... ... from ... ... ... my ... ... ... universit","it is not a very good way to run an organization, to make everyone know each other personally. The best way to run a big organization is to have a few","I had a lot of thoughts about what was in the report and how to deal with it. ... We will have to wait for the report and see how things go. ... There","and then we have the 24, we have the other one, which is a lot like the one that I mentioned, it has a different set of controls. ... So you've got,","we have to deal with the whole, and the whole has to be managed in the organization, and the organization, the organization, you know, and the people ","I think there are two ways to make a system more efficient, to make the software more efficient. You can have more resources at your disposal. That me","And you want to get to the other side. You know what you want to do? You want to get a lot of money and then you can buy a lot of things and you can i","there are some things that are not easy to be done. For example, if I want to move a heavy thing, it's not easy for me to move it. And I have to make ","so let's say I'm a normal person and I'm really in love with someone who's not that normal. And I want to make that person happy. So what's the best s","I need to make sure that the people who are going to be involved in the program and the people who actually are doing the program know that, and that ","and then the next question was, did I see the question? I saw the question in my mind, because it was so good, and so good and so clear, and it was li","there is a problem with that, and I think I'm not clear about the problem that is here with that, but that the issue is that we're trying to measure s","I am thinking about the fact that if I look back, I don't see anything that we've done that has really had any effect on the world, we've done a lot o","and I've been thinking about that because I'm not sure that what I'm doing is actually what's actually good for the person or the organization I work ","I just came here because I need a break and I needed a day to think about that. But what I have a real problem with is my time management. I'm going t","so I guess we could think about what our target is going to be in 10 years or 15 years, and I'm not sure. I think that the target is going to change","and what I'm doing right now is I'm trying to figure out, is it worth it? Is it worth the risk, because I could spend an hour or two or three on this,","[W]e need to start talking about a new approach to the whole education system in terms of the [future] needs and how to best serve the kids and their ","I had a friend that did this kind of thing, he would say, 'Hey, I'm going to tell you something about this. If you really want to do a better job, you","and I am really excited to see what the outcome will be and whether we'll have any kind of impact, you know, we're really excited about the potential ","you know, if I were to get a PhD, I'd have to work on the end of the system, and it'd have to be in the data center. If I were to do it","And what's that? What's the probability that a random person has that disease? So I was like, well, if I'm a doctor, and I've got a random patient tha","so, it's, I guess that's like, that's, what, what, you know, what is the, what is an example of a, um, of an example of that that","And we were at the time that was, and, yeah, it's a little bit of a difficult problem. And we know that we, we know, we know that the, uh, we","I feel like I'm very motivated, but I don't feel like I know anything, right. I'm super motivated in some of my projects and I don't know very much ab","yeah, the person who had the most money. And you can also see where they're coming from, like a lot of the, and I think it's a good, and then when you","I've been doing a lot of that. I don't know if it's a new thing or what, but I've been doing that a lot lately, and it's a lot of the stuff","we had this, this thing where, so I was just wondering like, was this like, is this a like, is the like a like a like, I don't know if you heard this","we're in the middle of an important project. We have been doing this project since the fall, and we've done this a lot, like 12 iterations over the la","my next book, I'll be writing a book on the history of the book itself and then, you know, publishing, publishing history, I'm really interested in th","the next thing I was thinking about was actually doing some coding, and the next thing I thought about was I wanted to make a movie, and that was my n","there's a few things that I would like to do with the team. We have a very talented team, but we just have to make sure that they know their roles in ","and that's it, I guess. And there is the point that the public will be made aware of the fact that this was a trial of a very well-funded project with","And that's an old trick of the CIA to try and convince us that what you are doing is going to work is that you're not going to use it for anything bad","okay, so I'm thinking about what's the best way to make an app that does what I want it to do. And this is actually a new idea I'm working on that I w","And it's like the other way around. But like if you were, if you had a team and you were making a product and you had like two or three different, lik","we're going to see the 420. We're going to go and see the 600 and the 700 and some of the 500s as well","[laughs] oh I love that. This is so good. So what happens next is like we'll get, you'll get the big picture and then you'll get to the smaller things","the same thing you see with a lot of people in their twenties and thirties and forties is, I think, the first stage of aging is you're like, I need to","I'm gonna talk to her about, I don't know how to put this. But, yeah, it's like, I've always felt like I'm so lucky because I've gotten to go","yeah so I have to do the first one on Monday and then the second one on Tuesday and the third one on Wednesday and the fourth one on Thursday so that ","uh oh, um, I'm going to talk about a time when I had to use the restroom. This is going to be interesting. I'm going on vacation to San Diego in a few","[The] person who...[had] that experience at...[that] time, I was so scared, but it's been so long since then. I think it was like eight years ago","I don't know. I don't know, I think that it's one of those things, which is just, it's just something that the teacher has to work on and that's it,","I've got a big book that I'm reading right now and I think it's going to be very helpful. It's called The Power of Habit. So I've been reading about h","the thing about the D'Arcy card game is that I'm trying to find the best way to do this. And this is what's gonna come out of it. And I think that we","you're actually like a computer system with all the different components of the human brain, and if you can do that well, then you can make your brain","okay, so, so it is more of a mental framework, but then it's like an environment that I'm living in, like a real time simulation. So like, it's a comp","I think I'm going to have to move up my course plan because I have this meeting at 12:00. So I'm going to have a meeting at 9:30","I was going to go to the store, and then I had a meeting with a student. I have this student in my class, and he was on a leave of absence last semest","and I would say, 'We're going to talk about the history of the history of history, and I'm going to tell you about the history, of the history, or the","The past is a very interesting thing in that regard, and the more I think about it, the more I realize how much I don't know about the past, how much ","and then, you know, you also have this thing called the internet. And you can look up all these different things. I mean, this is one of the advantage","and then we'll get to the point of the year where there's a really big difference between the actual thing that we have in our brains and what the act","so it's very difficult to know. You can say that there's a certain percentage of the population that is very highly creative and there's another perce","a few weeks ago I got this weird idea for a book, and it's not really something that's been done before, and it would be an interesting and a cool ide","and then, and then you know, the more of the general knowledge, the more you know about the world and how things work and all the other stuff, that's ","And so it is, yeah, and so I think that's the general feeling of that. And yeah, it's been a few weeks since I've been in a very well-paid job, and","[the] time we spent together yesterday and the time we spent [on] the actual actual task [that we were] talking about was 15 minutes, but it was a lot","So, I mean, yeah. I guess there's kind of a question about, I think, the notion that like there's a lot of cognitive activity, and in some way or othe","the problem with that is that that's probably the thing that people worry about the most, and is why we're here and why there are so many of us, becau","I'm trying to do this problem where, in the function, the output is the input plus a constant, and it's like this, right? If it's x, and you do x time","you know, it's funny, like, when I'm on a plane or on a train, and I'm bored, I just think about the other things. Like, I don't know,","and so I guess I could be thinking about like a certain company, and how the company was doing, or a certain company was doing well, and how they were","and it's probably not going to be like the 100% of the time, because if you have 10,000 people who are going to vote for the Democratic candidate","I can't make sense out of a lot of things I've seen. I mean, it's kind of like when you look at an object and you can kind of figure out what it is,","what we're trying to do in this course, which is a new course, and that's called the new course in consciousness, is to help students develop the abil","I mean, you can be, it's very important to be very comfortable with your own biases. Because it's true that a lot of the most effective AI systems, yo","and it's important to think about things. Not just what is important to the specific company but what are the important ideas in the universe, what ar","I've got to find out if that's something that we can do, and what the benefits are of doing that, because it's going to be a long time before people h","it's like there's something that's more like a hologram of a brain, if you look at it like this, and it's like we can have a kind of artificial intell","there's a couple of things I'll bring up. So we have the case study on the use of 3-D printing in medicine, and that's just a wonderful example of how","[the] mind, so much of it is subconscious, it's so hard to get at. It's like you're not conscious of the subconscious, but it's very powerful, but we'","I'm going to come up with this whole idea of how a piece of code in a computer is going to be translated into the machine language, because it's reall","and what's that you're thinking of right now? Oh, it's not words. It's not something you would ever think about saying. You know that... it's not some","and that is why I'm looking at you, I mean, you have this huge knowledge and you can explain the whole thing and then you can show me and then I can w","I was going to say, I was going to continue the story from the first section. What is the probability of a positive outcome for the overall study? The","So the idea is that you are the owner of that thought, the idea is your thought, it is your own idea, and the way to bring it is to think about it, an","the whole thing about quantum physics, right? I remember when you started talking about it, and you were like, well, if you think about, like, the Sch","I'll try to think of the examples where one can say, 'Aha, I got it in the end,' but also try to be very explicit about the process that led us to get","[00:23] the number of people is small, which means that, statistically, the probability is high that the number of [00:30] people in a room who","so the first one is like you say you have a bunch of values and you have the values that are the goals and then there are the values that help you ach","it's not too easy to say, because you know it depends a lot on how much time you have, how much money you have, and you know what, what's the best way","this is just the same. This is just the difference between 3D and 4D. The thing is that 4D is 3D with time. You can think of time as","and a little bit of a bit of a small set of data about, a little bit of data about the time, the amount of time it takes to go from a given amount of ","the number 11, 11 times 11. 11 squared. 121. 221 is a prime number. 13 squared is 1","the new thing, I guess the first thing, is that the first thing is that, I have a bunch of functions on the chip, and each of these functions is an ar","I see a list, a list of the 1481 elements. There's a 1451 and a 1782. ... A list of 14 elements","I'm not sure. I've had some problems with the mouse and I'll probably have to do that over again. And, oh, I'm not quite sure how to get the data into","So that's how it works. I have this function that takes in a list of integers and returns the list of integers, where every element is one less than i","okay, so you got to build your model, then you can calculate a path through the model. Okay. So we're looking for a path in the model. And then you ca","... ... ... ... And so on, but this is not going to work. It's not going to be accurate. I'm going to be missing some things. What I do is I'm going","[I'm] trying to find a word for an idea in my mind, and it's a word that describes the way a human brain works, how we can think of something, and the","I think that I should find some way to add to that and so I think it's like a sub-routine that's being called, so it's the same thing as in a subrouti","I've got to go back to the very beginning here, the very beginning, right? It's the very beginning. Now, if you look at this, it is a, it is a very","this is the way that the thing that the other person is looking at. They look at the thing that they are trying to create. And the way that they look ","I am a person who does not know how to think about a problem. It is a person who has to deal with the problem and solve it and who is then a person wh","we have to start to understand that you can only read about something and that's a good thing, but if you only read about things that are wrong or you","you see that when we try to make something happen, and we find that the something happens, there are a few things that might be happening that we're n","it's not something that would be useful, in this case, for a business. But what happens is that we take some kind of problem, it's not that we have a ","that's one of the things that I think we really need to do is we have to get a handle on what's happening with the weather, and that includes the weat","but you don't have to. I can have you. I can do that. You can just call me when you have a project, and I'm working on it. That's really what I","I'm really really not a great writer. I do not have a good grasp on language and I don't know what to say, I don't have the vocabulary to really commu","the whole thing is actually the whole thing of a kind of anarchy, which is, well, it's like, if you have an organization or a business or something li","and that's just a part of the way of the world. The world is an illusion, we are in it. We are all in an illusion. The world isn't a place, it's","I have a problem with a computer program. I think there is a bug. I'm going to fix the bug, I'm going to get rid of the bug. The way I'm going about","and the thing that I'm thinking about now is how do you test whether something is an algorithm, and a human brain is a neural net. And so what I think","oh, it's a good idea to use a control set that's different from the actual set we use in our study, which would be, let's say, a 1000-bit","And that's what I was thinking, this is what we have here. Now, we have here a network of people, which is really good, because I know that each one o","I've seen this before, right? Well, I mean, it's kind of, you know, I don't really think about what you're saying and it's, you know, it's","I feel really bad because I don't have any money for my dog's health care, but I'm not in the best position to give it to her. I've got an assistant a","so I'm getting into it with my eye movements, right? So you need to have some kind of an eye tracker, right? And, um, so I have a couple of questions ","if they are working together, they're not. I don't understand why. I think it's because, I don't know, I'm not sure, but, it's a lot of work","yeah, and there's some other things that they're saying, like if you have, if you're a big government entity, you're going to have a big financial ris","we're going to start by saying something about what happened here. I think we should say that the second round, I think it's really clear that the sec","we could go into it and say, well, it's all a little bit different. You know, there's all these different kinds of data and people are going to be abl","the old ways of doing business, in terms of the number of people that we have to go and meet and talk to and do all these different kinds of things in","that's another point. Another thing that comes to mind, one of the reasons why I don't like the idea of the algorithm in the first place. There's a lo","and what does a big difference between them make? I mean, I'm not a big fan of that. It's interesting to me, but I think you see where you have some o","there’s something that I’m going to do tomorrow. I’m going out for a run and I’ll get a good workout and I’ll be healthy. That’s going to help me beca","my thinking is like, this is all gonna be done. We're gonna be done with this. We're going to have a good summer and get a lot of work done. It's gonn","this is the first time we've had a new device that's actually gone through a lot of iterations, and it's been pretty exciting. I think a lot of the pe","I got an idea that I would like to use in a future project to get some information from people, I'm going to give them a lot of information in this ye","there is a little more detail in the research about, you know, the benefits of the vaccine. So, there is an extra, um, some sort of extra, um. Some so","so we've got like a 2009 or 2010 I think. So I want to kind of pull that up and and kind of figure out what's going on.","I don't think it's that that is actually a concern. I don't really see that as an issue. What I think is an issue is the way that they are implementin","the process that we're going to start doing here is that I'm going to have to think about something that we're doing and then we're going to look at s","I'm also starting to wonder, well, how do we even define this sort of a thing? Like, I'm not saying that there is a clear delineation between a lot of","[I]t's very difficult to make a very good prediction for the future of the world and for what the world will look like in 10 years, because it's not a","I'm sitting on an airplane and I think that my last flight was from Miami to Seattle. So I think that I had a little bit of a delay on the flight from","And I guess I have a sense of some of these things but not quite the sense of the scale of the global impact of things like COVID, but I mean that's s","I have some other ideas that I'm going to write about in the book, and I'm also going to do some of the work of my own, which is going to be on the, s","I'm going to work on the other project, the other thing that we were working on in the spring. I want to get a new paper out of that project and I'm t","[t]here is this idea I've had for a while that I think I'm going to eventually write a book on how to create and how to create, like, a really high-im","[M]ost people would think that you know that we have a lot of political and ideological differences but I don't think that those ideological differenc","And so, if you were to look at all the data on the net, it would probably show that there has been no increase in the number of people that are able t","the end is now...we have the beginning of a new era, which I think we are approaching...I think we have now got the beginning of that. The fact that, ","and I think this is an example of an artificial intelligence system where the training data are not necessarily correct, and you get a very, very bad ","[W]hat I do know is that I know how to make the word 'green' sound, because I've heard it a lot of times. But what I don't know, what I","and it's also interesting because it's about a subject that is, I would say, a sort of, if not an absolute, then at least a pretty important one, whic","I can't think of the name. I can't remember the name of the artist, I can't find the name of the... the name of what they call the... the... I don't","I was just looking at a picture. It was a picture that I drew. It was from the period of time that I was in a mental hospital. So I drew a lot of pict","so, and this is, I have to go through an introduction, an intro and a conclusion for this, you know. And then the conclusion, this is a conclusion, so","a few people I know are very interested in quantum mechanics. I think there are two different things, there's the quantum mechanics. The quantum mecha","The point of this is to show that the brain is able to make these decisions at the very last stage. And the question is how long is that, how long doe","this is an interesting point, because I'm thinking now of something I read about in a paper called 'A study of the structure of the mind' by George Mi","And they're saying that this is a way that they can actually capture the user's attention while they're working on it, and the question is, why? What ","and you might remember the things that you remember. Like, you know, we talked about the time when I was like, the first time I started learning about","I was trying to think about the origins of the universe, and I was looking at the... at the first moments of the universe. And that is like an initial","I'm going to be a bit of a perfectionist, so I want to be a perfectionist in that I will actually write, say, 25 or 30 chapters of a book","I see a computer screen, I see some code. I'm writing code for the computer. So the computer is writing code. It's an infinite regress. You're writing","The difference between the 6502 and the 68000 is the instruction set. The 68k instruction set is more powerful, but the 6502","the mind is just like a computer. It just runs through some sort of instructions. The brain is basically a set of instructions. And we know what the b","Okay, the next thing is this, you want to try to find a pattern here, which would be a better pattern than the previous pattern. That would be the bes","and now the more the problem is intractable, the more the program is intractable. Because if it is intractable for you, you can't write the program, y","(long pause) I was trying to figure out, if I was given the same problem, would I make the same mistakes or not? And it is not surprising that I would","I was thinking about a function. Suppose you have a function F that's defined on the interval from one to ten. You're only interested in the values at","the idea of the universe being a simulation. This idea is somewhat popular. It is not completely crazy. The only question is how to simulate the unive","I was thinking about the value of money. In economics, money is a means to the end of exchange. It's used for convenience, but the fundamental value i","I don't know what that means, it sounds like a place. It sounds like the sun was coming down and going in the other direction. You know, and the sun i","I'm on my way to the airport. I need to pick up my friend's car. I need to make sure that the car is ready for the flight, and it's 4:0","[I] have this one thing that I'm pretty sure of that's gonna happen, which is that I will get to go into the third stage and that I will have my first","and the way the water in the canister is going down and that's what's making the difference between this being a little bit of money and a lot of mone","there's the old one I had that was supposed to be the best. ... The other one is a new one. And I'm trying to get a better one, but I'm not sure where","I can't get into that position. The way you have to lie there, it's a little uncomfortable, because your arms have to be in a little bit of a weird po","right, so yeah. I have a list of tasks to complete, right? It's been 25 minutes. So I should be able to complete about 1/3 of the task list","you're not gonna get that money until you've written the book. I was thinking of doing some sort of book and you know what the book's gonna be about? ","I'll try to get some work done today, maybe I'll get some work done... I was looking at this paper, and I think I may have a good idea for an algorith","(laughs) ... and this is actually the second time I've been in a meeting with the company and I've been trying to figure out how to best use the infor","I can't believe we can do that. ... I was wondering, what is this? Is this something that is something that has been done before? ... I guess it's a s","And I'm sitting here and I'm thinking about some of my research I've been doing in the past. And I was doing some research, I was looking at some of m","yeah, this is a kind of a way to kind of test your hypothesis and what's the expected outcome, and then the other side, what do you do with the unexpe","and that's kind of the way that it is now. In the future, we want to have this kind of system where we can do whatever we want and we can do it at the","the problem with using the algorithm to help you see, and especially to understand the data, is that, with each new dimension that you add, the data i","It's not a complete plan, because it's still in a draft state, so you can't tell, right? You can't say, you know, you've made a complete plan with","well, the first thing that came to my mind was the idea of what is the impact of the quantum mechanics, because we have a very fundamental problem of ","there is the whole idea of what we consider to be the environment, which has been a lot of thought on my part. And we talk about the environment is th","a few days ago I was talking to a friend of mine about my research and my PhD and I said, 'Well, in the last couple years I have worked on a project w","I'm trying to think about what happened to me today, how it fits in to the broader world of my life, where I'm going, the things that I'm doing. How d","[thinking aloud] this is one of the interesting things about the brain, that's why the brain is so powerful, is that it can take what you have done in","I have an example of a question which is a very similar question to the one that you gave me. So, that's this question. 'A man has nine children, and ","and so you see the first thing is you want to find that the particular object, the particular concept, the particular, that you're trying to use and u","I'm really not sure if this will work or not. There are all sorts of things that are very interesting about that. But I'm not sure I'll be able to go ","this is very important to understand, that this is just a matter of the relative importance of these things in our mental system and that what you wil","[my] friend just told me about this weird thing that is happening in the universe, so I'm like, 'Yeah, I see.' Then I'm like 'What's the name of the","and there is a guy that's working on an electric car. There's a guy that was working on an electric car, and it has some problems that I've never seen","I wonder why the speaker is in this room, why they're making these decisions. They're trying to get the best deal for you and for the customer. The sp","it's like the Internet, if you put a question into a search engine it will return a result. The result could be an answer to a question but it could a","it's been about two years and a half since I've done this kind of study, I'm not really sure of what the outcome is. I do know that I have to say that","I want to go to the moon, and I'm gonna try and figure out how to do it, and I don't think you'll need a rocket, and I think you'll just have some","what can we learn from these data? Well, I have two categories of things. One is the things that I don't know how to do and I can't do it. So, you kno","(sigh) This is a bit boring. The point of the game is to move the player's perspective from a 2D to a 3D world. If we can get past the","[the] brain is made up of billions of neurons connected together in an incredibly complicated manner. In the process of understanding the brain, we ne","I see the front of a train, with a lot of people, with a train conductor and a bunch of train passengers. I see a very long train, a big train. I don'","we can go back and forth. And the whole reason we can go back an forth, like the world's going to be an incoherent thing, and we are going to have to ","the word that was mentioned as something that is really important to me is actually a word that has something to do with the fact that I actually beli","I think about... what I do here is just like a simulation... like a simulation that you can use to get a better understanding of the world... to do sc","and you might as well build the entire thing on the back of the object that is the base of the pyramid, and then we would just have to look at the rel","and so now I'm in this little boat, and it's just one person in it and we're about 100 meters from a small island. We are trying to get to the island","I have two friends. One is my friend and we used to hang out. And his name is Yann. And the other friend is Yann's friend, and his name is Joshua. Jos","that was one of the ways I had to think about it, and it was a really interesting idea because I was like, 'Wow, if I'm talking to my self, what I'm s","you know, we have a bunch of the same sort of questions that are asked over and over in the book, and then it just keeps asking you the same question,","... ... [T]he more you learn about the things that you can do, you're actually getting better at those things. [T]hink about [t]here's like a bunch","this is not the best way. I should say what I can think about... I know what is my best way of solving this problem, but I'm not sure if I'll be able ","this is the difference between 68 and 72, 4. I don't think I can do it, because the formula is not obvious, right? This is the formula, yeah","OK, well, if I say the word 'light' then I think of light in terms of color or whatever. I don't think of light as like a star, a very bright star or","[437] [440] [438] [450] [5] [40] 0.167 [66] [42","there's one thing I don't understand. If you can find something interesting, there should be something interesting. If the fact that I can't find inte","the shape of the moon in the night sky, I suppose I can compare that to a cat. A cat has a shape of its backside, and the moon has a shape. I can see","you can take a picture of the world with a telescope or with a camera. It's kind of like looking at a galaxy in the night sky versus taking a photo of","I'm going to move down to the other side. So, this is the first example, the first example of the set of examples I'm going to talk about, the set of ","and they'll get on a plane to the other side and they'll land at the airport. Okay, and then they're going to walk up to the tower and they're going t","so we don't need the two and a half degrees of separation, right? You could just go in and find them. And then you could go and find them again. And t","what would you do, if you were going to put some money in a savings account, but you want to grow the money, but you don't want it to grow too fast, b","okay so I have to do this one, I don't know what this one is about. But I think I figured it out, so I can just put the number of the one that's reall","I'm looking for a way to optimize a binary function, a function of two variables. And I'm looking for ways to make a heuristic, and I'm looking for so","if I take a coin, I can see that it has a 100 percent probability of landing on the same side, no matter how many times I flip it. If I take a","and there's the line y equals two x plus one and it's a line, so it goes to infinity, the slope of this line, so two times one plus one is three times","there were two blue-eyed people that I met on a recent trip. The first one was blue-eyed because of an unusual combination of genes. The second one wa","there is a lot of potential there for a new, a new generation of models. There's a lot of things that are being done at the same time that are doing s","and I wonder if we could, say, have some kind of thing where we would put all the data that we're collecting on our mobile devices, and then you would","I would like to do a think-aloud study of spontaneous thought. The participant lies with closed eyes and says out loud whatever passes through their m","and I am not in a rush to get to the bottom of this, to know what the ultimate goal is and how to get there. I think I might want to go through this s","I've been reading an article on this... there's this sort of 'deep learning' concept which is sort of the big thing now in machine learning. Basically","And so this is the core idea, the core of what's going on in the system that's responsible for the value function. So, you know, there's a bunch of ne","So the result is that we get a collection of examples and a collection of problems. We see the results as being the things that are in our heads that ","a woman is looking at her reflection, and she is not satisfied with how she looks, so she takes out a mirror. It's an image of a woman, and it's not s","you know the equation to a circle is x squared plus y squared, right, so the equation to an ellipse would be x squared plus something. So, there's a q","and that was it and I got a little bit confused. I have some more thoughts, which are a bit more complicated, so let's say they're not as simple. I ha","Okay, so I'm looking at my phone. I'm looking at this... I have a project. I have to get some data for a project. So, the first thing that comes to my","I am not a very big fan of the word 'person', because it is used in various contexts. It's not something that I necessarily understand very well. But ","And, of course, I think, I know, we have the same, the same, well, well, I don't know, well, the same type, and I, I have been","you know the three kinds of learning that can take place in the classroom. So you know there's the rote learning that is memorization, you know, where","and then there's something that's really interesting. The book has a chapter on that. It's a chapter about a technique called the random walks, where ","that's how many people are thinking about a computer, so it's the most difficult part to translate, because it's not something that is very easy to do","there are two ways of defining the distance between two words, one of them being the edit distance between two strings. This edit distance is defined ","and that is it. And then I try to find some nice points in a story to illustrate what I'm talking about. So I say, well, what's the minimum number of ","we have a system with many inputs and outputs. We are interested in the outputs, the results of these systems and how do the outputs relate to each ot","you have to remember that there's this difference between a wave and a particle. So, like, in a way, an electron is a particle. It is a particle that ","you know the number of possible combinations of words in English, right? It's just an incredibly huge number. It's astronomical, it's so huge. It's ba","this is what it is, you know. When you're writing, you can do it at a rate that is faster than you could think it at. So I could write down something ","And they say that you can get it by doing a million different things, like by eating it, or by thinking about it, and by seeing it in your dreams, and","now I'm thinking about my computer, and how it has an amazing ability to represent information, and how I am trying to make some of that ability avail","The sound that came out was very similar to what we see in the pictures from the world in general. I had a very similar experience when I looked at so","there's a number of problems and the solution, which is not that much harder, is to introduce a small number of parameters and then there are a number","and if you take a small example like that and if you can tell the model, for instance, to come and give you the information about the 18th century and","It's a really great way to understand people, that's why. If you have a bunch of people in front of you, and you want to understand them. You can try ","and the second is the second point where we see an infinite set of rational numbers, but each of those numbers have an infinite number of digits, so t","I'm just gonna go back up here, just to get a picture of the whole system, and then I can see where I have to make the modifications. I'm just gonna s","it's like a little bit of a ring, I don't know... maybe a half-ring, or maybe something... I don't even know... maybe it's not even a half-ring. Maybe","okay... now it's three and a half... 3.5, and then it's 2.25, 2.5, 1.75. There's the one","this is what is going to happen in the next few years and the next decades. The world population is going to double and the amount of water available ","The word 'not', for instance, is really hard to use. I mean, because it's so versatile, and it's so often used as a negation, but it's also used to","I would say the sum of a plus b, so, we can say the sum, I don't know if this is useful, or not. But I guess it can be useful, that sum","so, okay. Okay. It's a number. 82.846, 82, 83, 84, 86, 12,","Okay, so, we've got that and we want to multiply that by one plus z minus one, and you can just expand that, and then you're multiplying it, right, by","I know the equation for a line: slope, y-intercept. I remember some of the geometry: lines, angles. I remember a bit of some of the calculus: I rememb","and we want to be able to go to the moon, or somewhere, we want to go to Mars. And we want to take that, and then we're going to come down, and then","and I think a lot about that. So, I have a problem in the morning, I go out and I walk my dog and I get to work at 5 o'clock in the morning.","we got to get this stuff done. That's the main thing. What I really need is to get more money. I mean, I really need to get more, it's a big thing.","the brain has all these structures like the prefrontal cortex and stuff that is involved in executive function and decision making, and they are all o","it's always been very challenging for me to be able to not be in a state of fight or flight for anything because the environment, in many ways, is mor","and the other thing I don't think has been addressed enough is the problem of a person who has a really strong sense of right and wrong, or at least t","what do you want to say? We're talking about the relationship between the body and the mind. You can talk about the relationship of the body to the mi","I just realized that my research program is quite similar to the research programs of some of these people that I just talked about, and that's kind o","the one that's not in the picture, which is, in fact, what I'm currently focused on, which is the difference between what I'm seeing and what I'm obse","we are going to start to see some new phenomena that will change the way that we understand the universe. The next part of the story is, of course, th","so I can't believe it. I don't think this is just about the amount of work that it is. I think it's a question of the nature of what is being studied,","the problem is that we don't know what the data are. We can look at the data we have, and we know the data we've got are biased in certain ways. But w","the fact that a lot of my research and my professional life is trying to look at the global economy and global economy systems, the fact that the glob","what we're looking at right now is the issue of the proper interpretation of the law. We have the proper interpretation, and there's a lot of argument","there’s no evidence that I have... well... I think that there’s evidence that I might have had an impact... I think my impact was substantial. ... And","I have some work to do, I have to think about something that I'm going to do for the next week. So, I'm going to make some decisions about what I'm go","I am the one who is driving the company forward, but I am also a human being. So if I make mistakes, I will not be held to a higher standard because I","if you can, you know, if you can take, I mean, I've always taken a strong, a strong stance against this kind of stuff and I think we have a right to h","and they're not, the 99% of them. They're not that bad, and they're, and, and that's, that's important to, and so they're not that","I'm starting to wonder if you're not going to see me in a couple of months. Maybe you're going to go back and you're going back to some place and you'","I think I'm going to go with this and we'll have a meeting in September and see if there's any real good stuff. If there's not, if this is a bust, we'","and so you're going to be able to get that at the end of the year, when you're just a bit more senior. So I think there's a big potential for that. Th","and we're talking about, you know, you get to the end of the season and you get a salary and then it's not that much of an amount of money. But the mo","I'm thinking that it's possible, as you were saying, that you could have a company that has a product that they have the technology, or the capacity t","and it's one thing that they can tell that they're not being a little bit more active, they're not going out, you know, they're just kind of staying i","And the second thing that we might say is that our security needs are being met in a pretty good way, in a lot of cases. But we need to think about th","and I see these people I was saying about, these people that were just saying they're not going to have to work, that's what we've been saying for 30 ","and I was trying to think about the latest work of the National Intelligence Council, and it's a study of 21st century China, and the National Intelli","it's always interesting for me to look at how the U.S. economy is going, what we have to do with our allies, what are the ways to achieve prosperity. ","but that's just that. I'll be fine. I'll make that work. And so I can't do that. That's not what I'm gonna do. I'm going to, I","I've got to be a better teacher. I've got some thoughts that I need to do something with. I need to be a little better at this. I mean, we're at a poi","that's why I've been doing things with the family, and I think they're great, I mean, the family's great, you know, so I've got my kids, I got my","I don't have to do anything. I'm a big guy, I can walk 20 miles and I'm just gonna get up and walk to a place that's convenient to the company and","So, you know, when I think of the challenges and things that come up in terms of the human element in terms of like, you know, the 300 people that cam","I am having this weird thought. I was thinking about all these things that were in my head. And I realized that I had been thinking about the same thi","we are very much working towards getting more people who are homeless, who are under-resourced, under-funded, into the system, as a way to get more pe","I can see how much people would probably use AI in the military, as part of an effort to improve efficiency. To make the military more efficient and m","[w]e've got a great opportunity to have a dialogue and it's not going to be a conversation, it's going to be something deeper than that. We're going t","if you take the two together, the first one is about the design of the building that's going to be used to produce the AI that's going to have the pow","the idea that I'm a bit more of an anti-social person, it's more likely that I'll have a tendency towards the type of thinking that will come into the","I'm going to start off with some more of these experiments and some of these kinds of things and look at some of the ways that the human mind is so mu","[we] really want to look at the broader trends that are happening, and that is of course a very interesting question. I don't think the question is wh","so in order to move the needle a little bit, it's a very good idea to be able to capture the data, not just in order to get feedback but to be able to","and what's going on here, as I'm getting into the details of what the requirements of the project are going to be, is going to be a lot of things, a l","what's the relationship between the way in which people learn from the past, the way in which we do research, and how we do science, and what people a","I think, for the first time, I've seen how, when you are talking with people who don't know you well, that you are not as sure of how to engage in the","that was what I was doing. You know, when I'm doing things like that, it's more of a feeling, more of a sense than an actual calculation, but the idea","there's a lot of ways to do this. If we have to go with the algorithm, the algorithms can be quite simple. If we go with the neural nets, that could g","The problem with being a manager is that you're trying to control this flow. And it's very difficult to control it, because as soon as you try to cont","I need to pay attention to all the little details of the implementation. Like, for example, I want to have an API. The API should be something that is","a little bit of thinking, a little bit more thinking and that's the state that I want to get to. In other words, what is a good way to do that? Well, ","I'm actually sitting here and thinking that, I'm trying to remember a thing that was presented in a class that I took and I can't remember. I think I ","I would say that the most important thing about the world is not to be able to control the world, but to be able to understand the world, to understan","and when I was a kid I would just think 'I should do this, I should do that', and I would think I would do those things and then I would have to go an","what I think about is, like, for example, in my life, and, I don't know, in a more general sense, what is, like my view of the world, of humanity","it's very exciting actually to try to look at the inner experience of the brain itself and see the way we see the brain. That's been one of the things","this is the difference between the present and the past and the future. And I'm also asking myself, how can I see the future? And when you look at the","and we'll be able to get to Mars within a decade or two and we'll be... we'll have established an... established a base on Mars, so that we could expa","so we have a bunch of these, like we can just create, you know, all these different models, like the different ways of looking at how this data could ","The 55,550,000th digit of Pi (π) is 2. Now, why is Pi important? Why is that important? If I give you the","the amount of energy the Earth has...so the amount of energy that the Earth has, and so it's the amount of matter that has been there, it has been the","I can't really be sure of how many people I know who have a lot of money and are happy. But there's no doubt that there's a large number of people who","what we do here is we're trying to see whether we can understand what are the main patterns and the main types of mental representations in the mind. ","the world is a simulation that we can play. It is an illusion, and the mind is also an illusion. Everything is an illusion. Even consciousness. Consci","I remember that there's a thing that I had to do on this machine, which is something that I did to be able to give some information to this machine, t","in order to be able to do that, we have to understand how the brain works and how to communicate with the brain. That's the key point. If we have to m","and you can use that as an interface to control a computer and a robot. And I'm wondering what are the differences between these two? And this is not ","And we're thinking about our current work, what we're doing in terms of a project, and I think it's something we do for a week, maybe more, and I don'","I am not a robot, but my thinking is very similar to a robot's. I am a human being, but I am not human in the way that people think of humans. I am hu","Now I see the structure of the universe, like a fractal structure. The universe is not like a tree. The universe has a fractal nature. And when you lo","we know that we are not. We know that we aren't, but we don't know that we don't. We are aware that we aren't aware, but we aren't aware of that","I feel this is a very interesting and useful way of trying to explore how the mind works. In fact, the process of having this conversation with myself","I'm trying to write down, let's see, I'm trying to figure out why we are having this, the process that's going on. I know it's important. We have a lo","I think that what we want is to come to some consensus on a definition, and a definition is, in some sense, a way of answering the question, what is t","and you can think that in 48 hours the system of money would be totally changed and there would be no need for it because there would be a computer in","I'm not sure I'm doing the right thing here. This isn't the same as a typical experiment where the person is put into an environment and then they are","what we have here is a model of computation, which has been given an algebraic description, which can be run as a computer program on a classical comp","well, let me go back to what I was saying about the Godel incompleteness theorems, which say that if you have a sufficiently strong logical formal sys","but I want to say that I think I'm trying to understand, uh, how the mind works and why I have certain, certain thoughts, uh, as it were, how they com","I have to read this [paper]. I want to see whether they do more or less, or less or more. I don't want to say this, or I don't have to say this","... I wonder how many people there are in the world. The question is difficult to answer. There are 50 billion neurons in the brain of an average mamm","[I]t was really, really difficult for me, and I didn't know, and I was, as I have always been, skeptical about the existence of God, but I was able to","what is the point of a research paper, if the research is not so well done that the data it presents is convincing, that the analysis is correct, that","so I know, it's a very big deal to me because, and I'm not going to tell you that I'm more intelligent than you are, but I can see that your mind work","I have the impression that it has been an easy problem. This is the part I have to solve. The first thing that occurs to me is that I can simply set t","and the average number of children in a family. That's the number of children per family, which is not what I want to calculate, because the number of","I remember going to an old-fashioned ice cream shop, where you had to order, say, an ice cream cake and they would make a cake of ice cream and put in","I remember that time when I was in a car crash, and I had a bad knee. I had a terrible time of it. My knee was really messed up, and they had to put a","I have to get rid of that in the first place, I have to break the chain. I mean, if I didn't have the idea that we can't eat a lot, and we can","Oh! I'm thinking about the relationship between the two variables, the relationship between heat capacity and temperature, and what's the difference b","I just like, the thing that I was doing with the two squares is that I'm using a 95% confidence interval to determine where the line should be. And th","then the other person's age, I don't know. I would say, it's like a lot of times, like there's an order of operations. You would first try and figure ","and I think, well, a lot of the data that we're looking at is only half of the story, because there's an intermediate step, you know, between the init","and this is why I have an interest in the brain because I've thought about how to construct a neural network that can actually model this, so what we ","we've had, so now I'm going to try to think about, like, what is an ideal society? Well, that's going to be kind of like a non-trivial question. What","and if they didn't have the idea, they could use the idea and then they could generate the idea and we would do the same thing in reverse and we would","this is kind of like the thing where you have a kind of a rough draft of a paper and you're trying to think what should be the next step in the paper.","I'm thinking about the concept of a vector, which is something you learn about in linear algebra, that's basically an object with a direction and magn","I was thinking about a concept called the 'function of a concept.' I think of a concept as a generalization. I think of it as an abstraction. It's lik","uh, yeah, we can see, but there's, we can do things that are not just what is visible, we can imagine other things. So, uh, so for example, if I","I have this notion about the world that it is a sort of a set of problems that we have to solve and I think we solve them by looking at the world, loo","and if I do the same thing, and I can't really make sure I can do it because it's not an arbitrary thing that I can check it against, it's something I","and it's a problem with the way the people in power have defined the problem. That's a real problem. If you have a problem with some other issue and p","and I'm talking about the 'M' here in the middle of the alphabet. The 'M' is very, very important in the middle, in the middle in the middle and all t","you know, it's funny that this is happening at this exact moment, because I have a list of things to do for the day. So, there's going to be things li","I think we might have a problem here with the data and the theory, and I don't really understand that. There is an algorithm in place, which we have u","we got this guy, the other guy, and then there's another one that's just in the middle of the spectrum that is more complex, and it's hard to talk abo","you have an image in your mind. It's like a drawing. It's a 2D image. It's on a piece of paper. The thing is it's got 3D depth","what do I know? ... I don't know. I don't really know what to say. It's all I have. You can think of it as a way to measure the mind. If","if we do the same thing with this equation, so let's say this is the original equation. What's the new equation going to be? Well, I'm going to add on","and the other one, I'm not sure how it works, but it's kind of like you have to think about it, so you've got to kind of like, well, you've got","if I can figure out how to do this, I'll figure out how to write a program to do this. And this is where the issue comes, because I'm going to have to","the moon, it's a big ball of rock, it's made out of a bunch of different minerals... and it's made from the stuff that got left over from the formatio","the things that have an impact on our thinking, if you think about it. So we know that the things that impact on the way our brains work, they come in","so the way that you do it, the way you get the actual output is to say, well, you do a bunch of experiments on an empty field, and you have no data at","[this] is not a great problem. I mean I don't think it is a problem that would affect us. The real question is, is it a problem for me. And I think th","I was thinking about the question of why we're in here in the first place and why we're using this technique and it's an interesting question. I mean,","oh, that's interesting. So, a very different distribution of the elements of the language. You have more elements of the languages that are in the rea","and, then, you know, I have these weird feelings in my head, when I'm trying to get something to be like, [sounds like] a little bit more formal, like","and you know, I'm like, well, okay, what if it's like... and I have a thought, it's like, well it's like a plane in space, but that's","and then in the middle of that, I don't know. It's like when I was like in like junior high school, in my class we were doing a project about like the","so, so, the question was, well, can you go into the middle of the brain? because it's not like you can just like go in like a tunnel and find the midd","I'm going to make an image of a flower in the center, and then make a line that goes up and down, and that's going to be the stem, and then I'll make ","this is the right angle of the right triangle. So, we know this is the right angle. We know this is a 90 degree angle. And, we know that the top trian","I'm trying to figure out how the Earth's rotation affects the spin of a bullet in a barrel. It's a pretty easy physics problem but I'm not sure where "],["I think I don't remember doing that before. I don't know what that is. It's funny. I don't like it. It's a little weird. It's sort of like a","and if you're not there, and I have to go, I don't want to do the wrong thing. You know, like the wrong thing or something. Like, I might say somethin","it's almost like I'm on autopilot, doing things, like going to the store, doing my errands, just kind of getting through the day. It's almost like it'","And so it was that I was in a position in the 1970s, I mean the 70s. I was a graduate student. I had an undergraduate degree in mathematics","I remember the day when I had a job, and I was given a bonus check, which was 300,000 dollars, and I remember that check and it was a really","a whole lot of people that work in the same department, they're all old buddies. They've been friends for a long time. So, they have all these little ","and we're not really doing anything in the world right now, we're not trying to do anything to save the earth, we're just doing our thing and then we ","The way it is right now, if it gets any worse, it could end up being like a full blown pandemic, and that would be really bad. I mean it would be real","I've never seen a spider bite before. I remember, like, when I was, like, a kid and like, we were building a tree house or something and, and this spi","I'm glad I'm not going to college, I just don't think that's going to work. I don't know how to study, but it would be nice if I could do well enough","so we've been doing this for about like 1.5 to 2 years, and now we're getting down to the end of the year. So I think, for me, the last","15,000, 12,000 and then 25,000. It's like there's a lot of stuff in my life that's not","it's been a while since I've done this and I've forgotten some of the concepts that I thought were important, but it seems like we're pretty close, I ","I feel like there's a lot of bad shit on this platform. And I'm really happy with the fact that it's actually... the fact that people are just kind of","I have some thoughts that are just kinda floating around. I was just thinking about my job. I am getting my masters in public health in September. And","I have to keep these two in sync. If I change the one, it should change the other. But I'm not sure if there's a way to do this yet. It seems like the","I can see the idea of the service being that we can look at the data, and then, if they're interested, we can run simulations to get more details. ...","and I was thinking about a project that I did this past summer, where we took some data from an experiment and we're doing some machine learning on it","we've been working on this problem of how to store and manage data for a long time now. It's been a challenge because of the different data types and ","oh yeah, I've got this idea, I'm gonna start using the new version of the framework in the project that I'm working on... yeah, so I was looking at th","and now I have a new idea, so this is a new idea I have that I can use in my work. This is an idea to take an existing one, and then do a lot of","I want to try and make some progress with this paper. So, I've written up a bunch of different, of different examples of different types of queries an","and then you know, I guess I'll look at the options. Like, we'll make a bunch of prototypes, and then we can get back to you, and you can decide which","the thought that I had had this week. This is a bit of a break from work, so I think that I should start with the things I am working on now. I'm work","I am thinking about what it would mean if someone could only be found in a single place, a single point in space. We know that they can be found in mu","the future is a set of actions that the future will be like. The future is a collection of actions and their effects. It's a collection of data, that ","what do you do when you don't know what the goal is, but you want to know what the best possible goal is? It's hard to do. I can do a little bit bette","we are a bunch of young people. We are a bunch. It's like this. We are, you know, young. But we are a little more than young. We have some kind of","I am not going to have to buy anything else, but it's going to be really important, the final thing I'm going to have in mind is that we are going to ","and so that's why I'm interested in the kind of more sophisticated language like this and then, so in this case, it's the kind of problem I have, it's","so you know there's this one thing, this one thing that's important about it is that the problem is that we are trying to go back in time to a very ol","well, if you just take a look at the kind of thinking that we have that goes on in the human brain, this is what it looks like in our own lives and it","I feel like I'm making some sort of progress and I feel like there's a lot of momentum going on. I've got a few things I've learned from previous inte","I've got to... I have to think of a name for the website. ... I've got to come up with a good name for the site that makes it seem like you're in a ce","uh so it was like oh you know, you know, and you can see the work of your life, right, you can see a kind of like a kind of a tree, you know?","and the problem was that I was getting into the weeds, and I didn't know how to get out of the weeds and into the high-level analysis. And it's also a","and then you get the data, right, and then you have to, it's like, you have to make that data mean something. And that's like the big thing. I think f","just because I have a bad experience, just because I make a mistake, I want to blame it on this framework or my knowledge or something, but the realit","and then, I don't know, I feel like it's a waste of time to be talking about these things. It's more valuable for me to take the time and actually und","this is really a lot of work, I would say. I would say that most people could, even if they have a lot of people, if you ask me, I would think it's no","I was in the lab, working on an experiment, and I was running through some code and I was having an error message and I had to find the error, and the","It's been a while, I just did some other work. This is actually an interesting question. The question is, what are some of the features of the model t","I'll have to add something to that. We can do that with the neural network. And so we can add a neural network to this and then we have to try to solv","(thinking) I wonder how this affects the results. And also, the first study didn't have the same issue, so this is a really important change that we s","the ability to implement changes on a global scale, the ability to coordinate these changes with other global systems and processes. It's kind of like","and we'll use that to come up with some good things for the future, and that's the goal. And we'll come up with the idea of a social media platform. A","I'll use this as a way to get me through the rest of the semester. So the next semester, we'll probably have to make some changes to the course and ho","so you can sort of find some information that's relevant, but then you can sort of process it, sort of to a point of making sure that it's reliable an","I'm going to use the fact that we want to minimize the number of 0's and we're going to do that by counting how many 0's we have and trying to make su","you're going to get back in the water. I've been in the water all day, I'm exhausted. I've never been able to go to the gym like this. I could go to","a little bit of the other stuff that's going to be in the background is you know, I need to make sure that my application is ready to be in production","the brain. You know, there was a big study, a big study of brain cancer. I forget the name of it, but there was a study of brain cancer and what it af","so that's why I had a question about the NMR [nuclear magnetic resonance imaging] data. I don't know if you've seen this before, but if you look at th","my friend's wife and daughter. I think that is how we are doing, so she will know if it is an urgent matter, you know, she can see how the family's do","okay. So, what I'm going to do is I'm going to create a very small program to solve a problem and I'm going to take what we call the unit of time, whi","And then he's a little bit more of a boss than I am, so he gets to have like more of like the authority. And then we'll just make the budget. And so t","yeah, and it's a problem where the where the where you've got like a company that's a big company and they they they'll buy a bunch of smaller compani","I think one of the biggest issues with AI is that, there's this thing called the singularity where it's like, basically, it's going to be able to, at ","I'm trying to get this code out of my brain to a computer. So we have a bunch of sensors that measure the activity of the brain, and we want to get it","I remember in 2001, I was on the day of the first day of the year. And I was at work, and I was like, wow, I'm 30","I think of the world as a great big box of information, and the whole idea of machine learning is to try and model that information, and we use this d","I'll get back to the question of how does the brain think. There are two ways of doing this. There's a functional way which is saying how does the hum","And now I'm getting a little tired, I think that the whole idea of the model is to create an objective, I guess the first objective of a model, of any","So there was this little story I read a long time ago, it was like 20 years ago, I can't remember what it was called. It was about this guy and he had","my hands and the computer and how well do they work together, I mean, does the computer recognize the language of the brain? I think the answer is yes","The idea is that in order for us to understand how something works, we have to know what it's doing at each step. If you can go through the sequence o","so you're going to have a list of... of keywords and then you're going to look up each keyword. And you're going to get back a list of documents. And ","the 83,000 words, the 87,000 lines of code that go into the most popular open-source C library on the planet, which is glibc,","So you want to see a movie. So I got this thing, my, my, like the, the, the computer, and you can see it on the computer. So what it does is","the other one is going to be in the middle of a very cold, wet, storm, it's going to be the middle of the night, and it's going to have a lot of data","I have to get this done tonight, but I'm just not sure about the exact date. I'm going to try to put it together over the course of the next two days.","I'm thinking that you're saying, that, like, that's the whole thing, right? So we have to go back and redo it, right, because this, we did this, it","yeah, I was working on an app in the past for a lot of the same stuff, so we tried to build that out and we made a couple different versions of the ap","uh, you know, uh, it's, it's not going to be that I'm going to say I've seen this and, and, and if it's not, it's going to","The two are just not compatible. It's really a challenge that we need to come up with, but then we can't have a robot that's going to do the heavy lif","I'm talking about this thing, how to model, and I'm doing this to get the idea of what is a good model, but I think maybe it's just a big file system,","Okay, so I'm going to continue that, but what is the issue that I'm trying to solve for here? ... So this is the issue. So I want to understand how to","the first thing I thought about was how many people on Earth are suffering from something, and we are in this system that has a bunch of people who ar","[w]ell, I think you know, if you're interested in climate change, I think, that's probably the most important problem that we're facing. And the way t","my mother has just gone out. She's leaving to go to work. I think that's a good idea, because she has to go out to work and we have to have a better u","[We have] the question, and there is the answer, the question, and the answer, and there's a lot of content in between. The question, 'Why do we do th","I've had a great experience, having my brain scan, but it was a very expensive and stressful experience for me. I'm concerned about other people getti","I can't remember the last time I actually had a good conversation with anyone, because I don't see a lot of people I can just have a conversation with","I was listening to the lecture on a particular issue. I remember I was thinking about how we get a particular type of problem with certain kinds of ma","that's why we're having this meeting. We're talking about this as a team. If I just sent out a message, it would be difficult for people to understand","a few hours ago I was thinking about that one time that my brother and I were running down the stairs in the building, and we were being chased by a f","I think it would be interesting if we could, if we could do some experiments on this, but I'm not sure that would be the most optimal, because I think","I know that the product will be the same product in the same country and they will have the same customer base. So, that's a good thing, right? For th","I'm thinking about this issue with the government that was in the last round, that if I have to do an agreement with the government and I have a signi","The main thing that was very helpful is that we were able to really identify, very clearly, where there was a discrepancy in the way in which the work","And I'm not saying that all of these things are equal, right? The data are going to come back in different ways. You don't know how the data are going","So you see that the real issue, if you want to make a case for this, is to say what is the minimum amount of information that an agent needs in order ","this is really important. You know, I just heard about it on the news, but I've been thinking about it for a while. So you're all looking at this prob","I'm sure that you're thinking of how much I have been doing the last few months, and how much I am going to do the next few months. I've got a lot of ","so I'm not sure what's going on. But, uh, it seems like there's a lot of uncertainty and a lot of concerns, and it seems like the way to really get to","And I can't do that because I have to come here and I have to do the presentation for the entire faculty of medicine. So, I have to think of something","I have to do a lot of things in the near future. There are things that I have to deliver in terms of the training. I have to get an exit interview don","And, then, I was wondering about the world, you know, we are trying to build a world, and we are trying to create a world and we are struggling with a","I just think, so it's a kind of a visual picture of, you know, a, a kind of an illustration of the, the, the idea behind the program and then the, the","what does it look like, that's a good question, yeah, so, what do you think about how are we going to approach these cases, it's, it's a really big pr","So, we talked about what's wrong with the economy. We said the economy is bad and that there is a problem and that the problem is that the government ","The only way to win a war is to make it clear that your side is willing to go to war, because if they don't know that you're willing to go to war then","we'll have to, um, we have to really really sort out the, um, the process here of getting a lot of new money into the system so that people have the a","so I'm not sure it's a good idea to be playing with this idea of getting a lot of our tech off of the cloud. I think we've done a lot of that, that's","you can have a good experience. In the case where I think about the weather, I can do it to have a good weather for my trip. But it's a good thing. It","[the idea of] what I'd like to do for the next ten years. And then there's a whole bunch of things. I've got a couple of things on the back burner tha","I'm thinking about, I'm thinking, I'm writing a paper that's due tomorrow about, about the history of the first public, public, public policy initiati","yeah, right. So I'm sitting in the middle of the day in the office. And I've got the computer. I'm not sure what I'm going to be doing today. I'm","[w]hich is just not what I'm looking for, right? And I'm like, okay, I got to try and get my hands on some data on how, you know,","we're not doing it, because we think it's important to have a place in the organization and we don't want to be in the organization, so it's like, it'","you can actually kind of look at the results of that and say, well, you know, there was a problem there. The fact that they had this big project that ","so it's kind of a multi-step process, where you have a number of different agents and each one of those agents has its own way of working and its own ","the same problem of the middle term, because we have these different approaches that we've been looking at, the more you use the approaches and the mo","it's important to get a sense of the different ways of doing things. We've got a bunch of different ways of getting people to think, and we want to kn","the way I see it is, there's no way you can tell what the true potential for that person is just from looking at their history. If you look at what ha","And it's sort of like a political experiment. And one of the things that I think you see is, like, what is a democracy? The way that the democratic pr","I'm not really sure how you do this, so I've decided to do the opposite, I've decided not to make any plans and just have a vague idea of what I want ","I guess I'm in a pretty good mental space. I think I have some very good ideas that I have been working on for a long time. It's not like I'm getting ","you know what's interesting is you know, this idea of you know, it's a very new idea of of how much of the human brain is actually engaged in the crea","I can't do this right now, it's too much for me. It's like, I can't go into a new place. I can't build up trust in any kind of new thing","okay. so... what's next? We've got a couple of the basic rules here. We have to have a data source, we have to have an analysis and we have to... I'm","it's just like that. You know, like, you think about something, like, and you like, and then you want to do something about it, and you don't know how","you know I think you know, like, the second hand. Right. The second hand on the clock. And I think there's a, a time right, like, when it's like,","I'm trying to figure out how to do this. I don't know what it is that I'm trying, but I'm trying to understand how I should be doing it. I guess I cou","I'm trying to think about a random topic... I guess what I'd like to say is, I'm thinking about this issue of like how you know, the different ways th","it's a good idea, because you could think about it in the back of your mind while you're going through your day and you're doing other things and you ","and then, I remember when we were in our, I was in my undergrad computer science, and, and the first year of computer science is all about, well, writ","and so I had a question. I was a question, but I was an academic question. I wasn't a philosophical question. I'd asked like a lot of questions in sch","so I just looked at my phone, and then I was just kind of like, 'Hey, I wonder how that's going to go.' So I was just thinking about, you know, like","we have a set of problems. We have a set of five problems and there's one that has the most like the most like complexity of them. So we have five pro","oh I wonder if we could do this and it's a pretty long session but I'll say it's 40 minutes long but it's not the time but I think the time is like","and then we're going to see the next slide and that's going to be the first part of the work we're going to do. Okay, so the next slide is this. This ","and then I thought about a 50/50 split. You could say that this is a 50% split on the 3D printer because the 3D print is in","it's actually very hard to come up with good questions. Because you have to think about like, what's going to be the best way to answer the questions ","uh... so... uh... and then the, uh... the thing is... um... and then you know, you... you... uh... then you... uh then you... well, it depends","I mean, it's the same as, it's like a... like a computer, right? You know, I don't know, I'm going to say a computer, like a computer with","a new idea came to mind that the surface of the water would be perfectly flat. The reason why it would be flat is because it's like the water would ha","like what, I guess, like like, like, like a like a like, like like like a like an, oh, I mean like, like an array of like, like numbers that are","I got a feeling of a real big problem. I was on the couch and I'm not quite sure what I was on. And then there were a lot of thoughts about the world ","what do you mean by that? I don't know, that's one of those things. I can't say like I can't really describe what it would be like. But like, you know","and that's what I'm saying is that if you are a human being and you do not believe in God then you are a child of God, and I don't know how to describ","we need to learn some kind of a metric that will allow us to quantify the quality of an experience that we have that we're getting from an AI system, ","and there's the... there's the.... there's the there's a line in a line in the code that says if a condition is met then run a specific process and if","I am not going to be here, and I have not seen him for a long time. So I think I would want to update his status in the next, update his status on his","I am... I am thinking... about my future... I have to go back... to the school... because it is the future of the school, it is a very important proje","the future, for example, is hard, is hard to think about. So the future is hard, I think. In fact, it is hard to know what to do with the future. We","I remember the day I met my first friend who later became my friend. I remember going to the park to meet someone. I remember the first time I saw her","123123. I like to think of my mind as a kind of matrix or matrix with one dimension. I will not say that I have a matrix, because my mind is","so what is the question? Oh, is this just a linear? Okay, this is a linear system. Oh, the question is what is a linear transformation? So a linear tr","so the way we can measure it is by the number of different states that you go through... and that's the way that the information is. Information is...","I have this feeling, this feeling... it's a feeling, it's a physical feeling, that's what we call it, that you are not here. There's a feeling that yo","now I think I want to learn how to code an agent for an agent. I can do that. I have a list of things to do. I need to make it look like a neural netw","so, my goal is to build a quantum computing architecture. The only way I know to build a quantum computer is using a circuit of qubits, and I know tha","Okay, let's say you want to build a 2D image of a city. It's 100 km square. You want to build a grid of 1 km squares, and","so, when the product is in a warehouse, or on a truck or whatever, I'm going to have to make a decision about whether it should go to the warehouse or","we can't forget that the universe is expanding at an accelerated rate ... it is, it is accelerating the expansion, it is, well, the expansion is alrea","the solution of a problem in combinatorics: ... in a particular kind of graph, which we're not going to write down here, the number of edges is one-th","uh oh I mean I'll be a year old. And the 3rd, the second year that the third year it's 30% of the second year, which is 0.","I've always known about the stars, but I'm not very good at understanding the math of the stars. I've always been afraid of the dark, so when I was 10","... ... and then you have to see where it goes, and then you go from there. And you have to, you have to not make a mistake with your hands. And you d","yeah, that's what I was going to do. I was going to figure out the different types of different numbers that come out of a, a combination of different","I mean, that's a lot of stuff, is what's really, is what really bothers me, is like, is like you can get into the quantum mechanics, you can get the t","and the way it is going right now is, I've got a couple of things to do, and I've got this new app, and I was like, man, this is a really good","this is the first thing. This is the first question. Why can't I do that. Well, this is a question. It's not a statement. Why can you do that, you can","but I feel like maybe there's some way to get the word out that, like, the real problem with this is not that you're making too much money, right? Lik","Oh, yeah, that's right. You're a machine. Right? You're a machine that we've built. So we're making a machine and it's going to do some work for us","well I've been working on this and I think I can improve my performance a little bit better. So the question is, how do I know how much I'm improving,","I was going to say, that you know, that this is a pretty important part, and you have to think about, you know, this is going to be a pretty big part.","a problem I'm working on is called the 50-50 problem, where you have a 50:50 chance of going from one state to another, and it's like","Now you can say a couple of sentences. Now let me do a couple of things. I've got a list of all the possible combinations that are available to me, wh","now, what I'm thinking about is the following: a graph, which is the same graph but instead of one axis, let's say, there's one axis, the x-axis, we'r","and we've got some sort of a weird, kind of a weird system in here, where the end of the path, and I can't see it yet. It's just the start. I","I'll make it work out. I'll make it... work out. Oh, I'm going to take a trip. I'm going to fly, and then I'm going to get on a","the car's accelerating and I'm thinking, 'this is not a good thing', and it's accelerating. I'm thinking it's a good thing. And I'm looking down and I","And so that's what you did in the past. And it was actually the same thing that happened, that was happening. So, the whole thing, the whole process, ","And I've got to go to my next lecture and I have to write up my homework for my next lecture. So I'm like, I've got two weeks to do my homework. So,","and I have this thing that is like an identity, I've had it for a while and I've had this thing in my mind and it's been, it's been on and off a littl","... and so the problem I'm having is that we've been working with these these 100 questions. And we've been using these 100 question templates for the","the other thing that I noticed today is the fact that I didn't realize that I was reading the whole paragraph before I reached the end of the page, wh","I've been doing this, just this for the past, three, four years. I've been trying to do this for three, four years now. So I think, I think it's,","I think that there are lots of reasons to try and get back to a state where we were more in touch with our brains, and to just be more aware of what's","it's really hard for me to focus on a task, you know, but it's like it's something that's been kind of ingrained in me. And I know that this is what I","it's like a big file or whatever. I know that. So, that's another thing that I've been thinking about for a while, is like how can I work better? You ","So I've had this thought that it's a funny way to say that there are two people on a plane, one who's there and one who's not on the plane. And the re","and, I suppose, you know that, and I've read, there's, there's a lot of... there's a really interesting paper from... I think it was in 201","this is my dad, you know, a lot of this is going to be on the back of a computer, but I was thinking that I probably won't have much time to actually ","yeah, it's actually really nice actually, um, um, in a way that it's, it's not so much of a pain that you're going to see that much stuff in the futur","I am doing this and I am going to be like the top of the class, like top of the department, and it's going to be all these like really big numbers. Yo","the same thing, that's what it is, and that's the main issue, is that you can't do that, you have to, you can't just like, oh, you know,","the idea of a random walk is interesting because...I have a little more of an idea of what a random walk might look like...I'm kind of thinking, I hav","it's all the way around the circle, right? Like, you're taking a walk, and you're just walking around the circle. It's all the same, you're just chang","my mouth is dry because it's so humid and it's hot and I'm feeling really hot so I'm starting to sweat and I don't have a lot of water. I'm not feelin","it's... it's very... it's a very big thing. So the idea is you're not really... you're not a being. You're not a... I mean, it's like","I don't know. I don't remember the last time. I was in college. I think I was in college in high school. I don't think I was even in college yet. I","and I guess the first one, I guess, like, when I was first in college and, like, was trying to figure out my life, my major, and like I knew that I wa","I think my thinking is kind of like this, there are lots of little streams that are flowing. And so they're just sort of the big idea is all in one di","the fact that if you have a large, heavy, slow object that you could also accelerate it up to a high speed, but if you're talking about a really tiny,","and we could also put the sound in the background so that when you were walking down the street it was like you were listening to music or something..","... I have a son and a daughter and the daughter is currently 31 and has an engineering background, and the son is currently 24 and has an environment","the best way to do this would be to use a kind of [algebraic] matrix. ... you have a bunch of vectors and you can create a matrix and then you can do ","it is a simple function that takes as input the word or a token and then it uses it to retrieve the corresponding sentence from a sentence database th","And I was thinking, the way that you're using it is, you're using the term in a way that I feel is kind of inaccurate, and that it's something that th","now we're getting into some of the specifics. So, what I wanted to do was I wanted to write a little bit about the development of the development of c","yeah, there's this question. You know, is the concept of the universal wave function actually physically meaningful? Yeah, I mean, there are several i","I was wondering what would happen if I changed this code? What would happen if you were to change this code? This is a question that you probably get ","the interesting part is the, the fact that we do have a lot of information and a lot of data and a lot of tools that we can use in order to make these","And if you had a computer in your brain, then it would have to be a lot faster than a human computer. A lot more powerful. And if you were a human bra","I think that one of the major reasons for the rapid development of AI is because of the fact that the computer has become more and more powerful, and ","and so I can use this data to train a language model that's going to learn how to use natural language to help me debug the computer. So, for example,","it's actually interesting that this is what a lot of people do when they're trying to understand. They do this kind of a thinking that they're not con","I have to find some other way to do the calculations, it's too complicated to do it the way I'm doing it. This is an example of a more general problem","a way to organize it would be, for example, to go through all the states of the system, and for each state, you could have a function that you call th","the square root of three is a square root of a number which has the form of the form n plus or minus i k, right? So it is a complex number, and the sq","I'm going to take the mean of the two. ... I'm not going to use the average of all the numbers because there are some numbers that are going to be ...","right so I have to find the velocity of a satellite that's traveling around a planet, which is going around a sun, which is not going around anything.","and then there's like, I know, I know the 16th of January is the 40th anniversary, which I forgot that was going to be the 40, but","I'm sorry, I don't have a calculator on me, so I'm going to have to use paper, but I have a calculator, so I'll go back to that. You have to","the big one is how do I get rid of this kind of stuff. Right? Okay. I want to be able to take the best 10% of stuff. I don't care,","and, you know, there are a number of different ways that we could approach this. We have the number of different types of machines, you know. So, we h","well, you have this, and you have this here, and you want to draw a straight line between the two. You start here, you start here, and then you have s","Oh, yeah, if I can add another variable to the model that I'm working on now. So, I have three variables, X, Y, and Z, which are related by the follow","one can see how in this example the theory of quantum computing would be useful if one wants to implement the quantum algorithm in hardware. Here I ha","because it's got the same frequency but it's got a different shape, which is why it's called the phase and the same frequency, but they are different ","yeah I'm not sure I would be comfortable with that either... or if I were to add another... just to see if the value increases or not, but it's a very","I'm talking about the design, that the design of a structure of some type. Now, I could just make an arbitrary decision that it's an N-dimensional obj","okay so, we're going to be doing the following, and we're going to get the following data set. And what we're going to do is we're going to look at al","there's an image of a sphere. So this sphere has been cut by planes. And that's why you have an ellipse on the screen. But also, the projection is bei","it was the kind of thing that is always on the internet, but is not available for sale to the general public. I can't remember exactly what it is that","a lot of people who are looking for their own lives, and a lot of different people who are searching for a way out of the current situation. I was act","and the other problem with the public is that they're really not used to it. It's not the fault of the public, of course, that the media have been so ","what I want to know is why are we here. Because, I mean, if we are here to have a purpose. That we should be able to figure it out, why are we here?","I'm not really interested in any of that. I'm just trying to do the best job I can as a researcher in my field. So I don't have any particular interes","I see a lot of people here that I can't see. I just can't see what's going on, what's going through their mind. I think that the reason why we can't s","And then I was in a cave and it was pitch black, and I saw these... I guess these were kind of like like little... like a little like a little wormy k","uh, you know, it's a little difficult for me because the person that i'm talking to, because they're, they're more familiar with the language than me,","and this was very interesting, you know, and it was a very interesting result because you know that, well, what you're saying, and we have some kind o","so I know that I have been able to build this machine here, and you know, this machine, this kind of device here is a really really really good machin","and we're in the process of finding a way to make it a lot more scalable and a lot more practical. And a lot more capable, a lot more powerful for the","so that's my thing. I'm working on. So when the company, when the company decides to make a product that can be built with the same design, the same m","the next one I think I could probably do was the first one, so I could go ahead and try the first one. Then, I could go and try the second one. That's","and I'm going to go out and look at my yard, and I'm planning to, um, and I plan to get a couple of new plants. One of them is an irises,","and then it's like when they say in the movies, the guy says, 'I got the job', and then there's a long shot of the camera, and then you're in the car","and then you know it's really about making it such that it is going to have a huge impact and like they need to get to a point where they're like, the","I mean I have to work on getting more people to buy things so we can actually start making a profit, but on the other hand I have a ton of things that","So you could say, if we were to make a product that was designed for people who are in need of that, you'd be able to look at that person and you'd kn","you're thinking about your thoughts. And so you're thinking that your thoughts are all bad thoughts. And there's not a lot of good thoughts, and a lot","and I had this experience and it was very, very funny and it was like this. So I'm always going to the gym, I'm a very healthy person. I mean, I'm jus","I think I've been in that position before. Like, I was driving and I was listening to music. And I'm like, this song is so catchy and it's like, what ","umm, if you have like, a, like a, uh, like a car, it, it's got a, uh a, a battery. Like a car battery that's, that","Oh! I got it. I've got it. The... I'll do... I'll probably do... I know it's a weird way to get the idea, but you know, if you","what I don't like about this one is that they have this whole like this whole this whole thing is that it's really it's really really complicated and ","I've been trying to think of something to say to my partner about how they have been acting and I'm like, 'you know, we should just, it's just you kno","I was thinking about, you know, a lot of these other things we were talking about, but I'm curious to hear about your experience, about, you're not sa","I'm thinking about the movie, the film I was watching the other night, the one that was really good. So I'm trying to remember it. And it was the one ","we've got to do something about this, because I'm so tired of this, but you know, this, the thing is, the thing with the AI, with the, like, the thing","the difference between being a doctor and a professor is that, you know, I think about that more. I mean I think a lot more about the research. I like","I think it's a good idea to work with the fact that it's a matter of time that's going to kill us off, and not just like, you know, some kind of physi","yeah I just thought of something that might help you on this project, but I've been using an app called Miro. Miro is kind of a collaborative board, a","And that's a problem that's a really big one. So, there's no one thing you can do. And we had a lot of the conversation around that. And this is what ","and then if I had that I could set that up and then there would be a lot less things that I had to worry about in terms of getting everything set up i","[I] would have thought that would be pretty useful, like, maybe even like some sort of, like, a sort of, I don't know, I don't even know what to call","and then I can just do the whole thing and then there's some sort of feedback from that and then I need to iterate. You know, there's some... yeah, th","I'm a fan of the show like the show 'The Office', which is just the classic Office comedy show from way back, and you know it's just a mockumentary st","and I'm thinking about how I've got to build this thing in a certain way and I'm thinking that the way that I'm gonna do it is I'm gonna set up a new ","so we've got 20 minutes. So I'm going to try to do this in the next 20, and so I'm going to start by doing my to do list. So","[02:24] I've just been listening to some old conversations I had with a friend of mine and I was just thinking about that and then I was looking at so","it's been a good week so far, I'm I'm a bit of a bit of an introvert but I've been really happy with the team. I think it's going really well.","the other thing is the data visualization. I'm doing that with the data visualization and then we're gonna do this in the chat room, right? So then we","this is what I'm working on right now. I'm trying to think of the best way to do this. So we have a function called 'delete'. And we have this other o","right now I am sitting here in the middle of this very large, very beautiful field and I'm standing in this very, very large field. I'm surrounded by ","so, um, uh, we have a system that we use a lot where you can add new objects, and you can change the objects that are already in the system, and you h","yeah, well, I guess I'm not sure about what's gonna happen next. I was going to write, you know, something like, maybe, like, maybe I want to write ab","Okay. So, I want to start with this because I'm going to be working on a lot of these problems and I'm going to do this all the time. And so this is l","what is the thing we're trying to solve with this algorithm that we're going to train, or if I'm just trying to create a classifier? So let's say I'm ","yeah I know I got one of my... my friends who was like... he was in a PhD program in a different school than me and I was like well... well that's coo","I don't think this is a good way to do it... I don't even know how to do this. ... It's a little bit weird. I don't know how to actually... I","it's like if you had a picture of a car in your mind and then you were like, oh, I have this car and this is its speed, and this is the acceleration, ","so we get the 3.5 to 6, which is the typical value for the US. I was trying to think what the average for a country with 1,000 people","I have an idea. What is the right way to make a deck? How do you do that? How many cards should it be? It should be 52. How do you arrange it","I'm gonna, I'm gonna do it. I'm gonna like, I'm going to create a database of all the words for all the nouns for all the adjectives and then I'm goin","and that's how we get this picture, this kind of picture, of what's actually going on, and then the way that we get the actual kind of things that are","I guess...I've got a lot of people coming...who...who have been in the military, have been in combat, and have come back with...with traumatic...post-","that's what I was talking about, that's the problem. I guess that's what's happening, they're just being... I don't know what that's happening. They'r","and so you know it's not going to work if they're not like me and they're not going to have any kind of a basis, because you can't be like a white man","the same people, I think that people, especially when they have been working with me and we've been working for many years on their perception of what","And that's a bit of an issue in terms of, you know, that's, I suppose, you could say a little bit of a problem for a lot of these companies is they're","there's something else. You know, the other day I was reading about how, you know, like we have these different parts of our brains, like the left hem","[I'm] like I've always got an idea of like, how does a [mathematician] work? Or how does a person work in general, in science? Or any other scientific","there are also, I mean, the so-called, the big corporations, right? I mean, they, they are they, they have a big influence on the political decisions,","and so I'm just sitting here with this, this, the current situation and how we're trying to get better, the current state of our system right now and ","yeah, I got to a point where I just feel like, yeah, I'm going to have to go into this. I mean, I'm, I've always been a strong believer in a","it's like this, you know, I have to be able to access the people in a way that I can keep in touch with them, and I don't think that there's going to ","and it's basically, it's basically a political thing. And it's just, it's a thing that you do. That's what you do, you go, you know, I go to","and I'm trying to be a good husband... and then... I'm trying... I don't want to be a bad husband because I have some responsibilities. I mean I have.","It's one of my big things: I like to write, and I like to think and come up with things. Like, I could just start up a business where I just help peop","The thing about the state, like a country state, I think, is you want to say that a state is a certain level of organization. So there are, like, real","[it was] in the '50s, I was an undergraduate in the math department at Brown, and I took a graduate course in statistical mechanics and thermodynamics","I can't do that. You're trying to have your cake and eat it too. You're saying that if you want to have a system of things that can be explained to st","I'm worried about people in China who have their kids doing the same things we're doing here. So, I think it's very interesting that the Chinese gover","the number of the book...the number of a book that I got as a kid and it was in the 1960s, the 60s of the last century, I","and there are certain things that are the responsibility of the federal government. But then there are certain other things that are not. So what we'r","and that's how I get out of work, that's how everybody gets out of work. There's the job and then there's the job, that's a job that's paid in cash an","yeah I think that we're pretty good at recognizing that, and I think that most of our companies are pretty good at that, and the problem is that you k","the first one I did was one of these three papers where I had the first paper that had a lot of the information that I thought would be important in t","and then there was a little bit of a difference in that, I mean, it was really the first time that I had ever been exposed to it in a very practical w","and there are 12 months in a year and each month has 30 or 31 days. And if you do this as a group of 12 people, each of them","and I'm wondering about a little bit about what you could say about a couple of the people who have been doing work in this area, you know, how we hav","yeah, the only thing I think I'm seeing in the papers is some sort of, sort of, really interesting analysis of some sort of this was the case, and thi","I had a dream a few years ago, in which I had a very nice house. In this house, I had a garden where there were all these little plants that were very","we've got to get this thing up. We've got to, uh, make a big thing, you know, to do with the, uh, the, uh, our, uh, we","I can't remember what I've been doing recently, so I'll just come up with a new idea. I'm going to find a new job, that's a good thing to do. I","well, I guess I have this job. I have to go out on the street. And I have to do the same thing. But I have to be a little bit more careful. I have","So, I think the problem with the paper is that I think I have two, two points. Number 1, is that I don't think it's going to work for us. So,","I think that's not going to happen because there's not that much work to go around, and there's not many people doing the work. So I think that there'","you can be really, really good and you can be a good writer. I was just, I was a very good student and a very good writer, but I wasn't, I wasn't real","there are a few things, that is, we know that they have some very important applications in this area. But what is it that we are doing to prepare? We","I'm on this planet with a purpose. I want to help people. I want people to be free. I want the world to be a better place, but there's a lot of resist","we could have an airplane that would have 200 passengers on it and a lot of those passengers would be on it for the purpose of working on their busine","that's a good point. Okay, so you want to know what it is like to live in China, you know, you can look up information on the Internet. And that's whe","and you're all on the ground, so you can get rid of the pollution... and it's... and it doesn't have any impact... it's not going to pollute the earth","I got the idea from my own experience, so it was really a simple problem, to find ways to reduce the amount of energy consumed. And we found some ways","a couple of hours after the crash, that is the first time that the crew actually saw that they were in the water. And they thought, you know, we're go","and this is a kind of a dream. You know, there is an example, there is a way of using dreams, and there is a certain type of person who could use drea","this is a real-world study of human cognition. I'm going to say things like 'I'm going to play this video and I'm going to go back and forth through t","and we know that a certain number of stars, for instance, are visible, but we're not sure that we're seeing all of them because the number of stars is","it's very difficult for people to know what to do. It's like being on a ship and being lost. And I think that's what most people feel. Most people fee","I don't know, I just don't know. I'm trying to think of what it would take for a machine to be able to replicate an individual human being, or even a ","the brain is very sensitive to this kind of environment, but it's not actually known how sensitive. I think there are some interesting results with th","I have a thought about how the weather is a big, big part of human behavior, how much people are influenced by the weather in the sense that they chan","and so I've been reading more about the development of the human brain. And there's a very interesting and important story about the history of the hu","I'm thinking about this one person that we all have, that we are all attracted to, and they're the one person that would be like the most compatible a","the number of people in a city, and in fact the number of people on the planet, the number of cities, the number of nations, the number of countries, ","I have the ability to think outside of myself, and to think about things that are outside of myself. ... I can think about the history of human though","I don't know why but, I feel like, it's more important to know about how the brain works, not necessarily the brain, but the brain's environment, its ","I would be interested in a number of different approaches that we could take to do this. First, let me be clear that I see this as a way to learn and ","and there's another thing I was thinking about, which is the whole thing about the Hubble, how the Hubble is supposed to be the ultimate in telescope ","but I just wanted to say that the second time I read this, it really made sense to me because I had this very specific idea in my mind, I mean I could","a lot of this is actually already going into the memory database. It's being fed to the memory database, and you could just access those. If you are i","I have a plan of attack for this, actually. I have a plan for this. This is what I'm going to do. I'm going to have the patient and the nurse look at ","the way you think, you've got to be able to say what you're thinking and the way you're thinking is a lot easier if you've got some sort of standard f","and so I am thinking about the different approaches to these problems, so you have the different approaches, so one of them is you just keep the thing","and a little bit of this, a little bit of that. I know that there's a lot of different algorithms in here, so I'll try to write those out, and I'm sur","and I wonder what is the maximum number of points of intersection for a circle and a parabola? So let's think about it a little bit. So you have a cir","I was thinking that it's a problem of time. It's like when you're having a conversation with someone and they say something that you know is a problem","I'll see this: we'll make this whole thing public. We'll have a data dump. We'll make all of this data available. And there will be a competition, but","what I really like about this idea of this algorithm and this whole framework, is that you have these layers where, you start with some kind of algori","the problem with that is that in terms of what are the specific things that people would want to do, and the specific things that we would want to be ","So you see, they have a number of problems. And it's the number of problems, which is really a big part of what they're trying to get at, is the numbe","you know what? I can do it. I can actually write a book that's 6000 words or 10000 or 5000. It's not","and it would be nice to know that the rest of the world has the same way of doing things. Like, we want to find things out about how to do things. And","I wonder what the answer to that is. I'm not sure, but I think that you, in some sense, you're doing it. And I think that people who have these issues","and then there's a second place where you can actually make the case and really be like, well, we really should be looking at this and maybe we should","if you take the average of a bunch of people, they're gonna have this kind of behavior. They're not going to have this kind. But if you take a bunch o","uh, I've been reading this article, it's in the journal, it's called, I'm not sure what the full name is, it's a journal about, I don't remember,","I was thinking that it was interesting that the amount of time it takes you to go from when you're thinking of something you want to do to actually do","and the other thing I'm interested in is the idea of a finite universe. I mean, we have this idea that the universe has a boundary and if you extrapol","that's where I want to start. So you have this idea of a light in the middle of a square, and this light is of size L. And you've got the idea that in","and I've had this experience, a few times, and it was kind of a surprise when I would do it, and it would be kind of interesting. So I'm going to give","so I'm going to move to the next point where I need to work on. This is kind of like my working set of points that I need to solve. I'm going to need ","I was talking to some people at a conference the other day, and one of them was talking about how they would like to have a conference, but it was kin","so you're looking at some data, and the data is looking at the mean and you're seeing what is the best model that you can use to predict that data. Th","I feel like this is a huge area of research, and I feel like there is so much information, and the challenge is to figure out what is most relevant an","445, 451.10, 462.20, 355.30, 155.40, 51","the last part of this was, I had a very interesting dream, it was a dream of some sort, and in that dream I was seeing a lot of people who are associa","what was that? What was that? That's a problem, actually, as I can see. It's a bit hard to see that, but, well, yeah, yeah, it is,","[ ] we had a really good discussion about how to solve this problem. I think that's what I would do. I would give it to two people. It seems like this","and then I have to pay my taxes, I have to get the stuff, and then I'm done, and then the next time I have to do it is three years later, and I have","and that was something that I had done a number of years ago that I realized that it was kind of a bad move in the sense that I was going to have to h","I'm trying to figure out what happened at the end of the last session. And I was wondering if we had made any progress on the main goals. And the main","I've had to try to understand how the market works. Because in my world, if you go to the market, you can see the product and you can ask the vendor, ","And if we can take a look at the different scenarios and make sure that the scenario that we are talking about is a scenario that's relevant to the cu","there's an interesting concept of the way that the world works, and that is the way that it's distributed across people. If you want something, you ca","[a]ll of this is very interesting. There are many, many problems, especially in the data science community, of data being the wrong sort of data. So, ","And that was just the first thing I was thinking about, I'm not sure about this. This is not a good idea. This is, you know, just the idea is bad, and","you know, I have some other ideas for a follow up here, so I would want to, you know, go and look at this idea, but it's not just that I want to,","the fact is that I would expect that if you were a single parent of a single child, and they had a full time job, they could earn roughly the same inc","it's just the way the people work. They work. And they work at least until the age of 50, but not beyond that. And then there's a break. And then they","I'm going to try to make some progress on this, this is the final year for the program, so I've been working with people on their thesis, I've been ru","there are a lot of people, lots of people, that are concerned with these issues. There is this really large population of people that have had these e","uh, you know, uh, what's happening is that the uh, the climate is changing and that, uh, and that, and that people are going to be affected by it and,","I want to come to a place that has a lot of people who are very liberal and progressive. And I want to get the government to say, okay, we're going to","and in fact it is going to take a while for it to get up to the scale of what it is today. So I'm sure it's not going to be that simple, right, where","I've been thinking about the... the things that I've been trying to... trying to find ways to... to be more efficient and I think that... the thing th","it's always just a thought about getting this information out. That is something that we can always look for, to make it easier to get the information","I think it's actually in the article about that the information technology that they're using to measure the different variables is actually a bit of ","and it's just that I don't feel comfortable. I have an experience with the negative bias that you can get for that, right? So you know, it's like this","and then you get back to that position and you realize, Oh, that was the best thing I could do for my work. Then you realize that the next step is to ","I've seen it with one of my clients, and I think there was a bit of a struggle going on there between the two of them. One of them is much older, and ","it's really weird because a lot of the time when you go to these companies and you say like what do you think would be the best way to address the pro","a lot of the challenges that you have with the school system and with the medical system is that they're not looking at you as a person. They're looki","[a]s a consequence, [I] am not going to be able to build a new model. We'll have to figure out some ways to fix that. What we need is not a","And the second thing, what's the second thing that's been most frustrating in this work, where we can really feel the need to be more, I'm not really ","I was thinking about... about the concept of... what does a concept mean? Like, for example, a concept is something that is general, right? Like it's ","Okay, so I was thinking about the reason why I like programming, and I think I've always felt this sense of having to express yourself in code in orde","and I'm saying that maybe that's not the case, and maybe there's something else that's going on here, and I'm not sure what's going on. I mean, what's","so the next thing I did, and then you have a new type of information here. You have a new set of constraints, so now you need to figure out how to tra","and I'm wondering if, you know, I'm not sure I have the capacity for a really detailed plan here. So I think about it, you know. Maybe there's a detai","what I am going to do is to use this data. And I'm going to use a little bit of mathematics and maybe a little bit, or just a little bit more statisti","And that's the last one, and I think that's a really important thing that I'm going to be looking at, for the next set of studies. It's that question ","So I think, I think we can use this as an example of how we can use the idea of the boundary and how we can really, you know, model the boundary in th"],["this is a big project, I think. I don't know what it is yet, but it's a big one, I guess, if it's going to work. This is like a long","I don't want to get rid of my son. And I want to love him, but I don't want him to be a big baby. I want him to go away. I want to","and the next thing that comes up is the idea of doing some kind of research in my lab. So, I was thinking about doing some kind of experiment in my la","so, it was like this, and then it was like that, but it was the same thing...the thing is...it is not so simple to...explain, but the thing is that it","And then he said, 'I can't stand that.' I'm not sure if I said that before, but he said, well, he said, and then he said that, 'I'm","so that's why I always thought that what people mean is that you can't be in two places at once, that you can only have one thought at once. So I was ","and I think about that as it was. What does it feel like to be on that train, and then it gets on the plane, and then they bring out the sandwiches, a","I'm thinking I should have made a list of the things I was going to write. But I didn't make a list. So now I'm trying to do it all in my head, but","my thoughts are like a computer screen that is always on and my thoughts are just like a slide show of different things coming up in order. They don't","and I'm in the car with a girl in the back seat, we're driving down the road and it's kind of dark and it's not a long drive, I don't think, it","The idea of using a database of movies and photos to see how quickly we can detect patterns. This would be an interesting project because it could als","and then there was the point where the man, he is doing something and the man is doing this and this and then this thing happens and the man makes a d","and this one, for example, I got a 21 7 and this one here, I got 3 6, I mean, it's like this, right? 3","29 30 31 32 33 34 35 36 37 38 39 40 41","The game was that if I made a comment about a person, then the person would be told to comment on me, and I would get the same treatment back. I felt ","the answer is 'no'. No, I'm not going to lie, you're going to have to do the work yourself. And here's how: when you find yourself in a situation like","The thing is, that you don't actually have to be in the room for me to write, so there's no reason to have to go to the room if you want to. And I hav","my hands are on the back of the chair and my left hand is holding a ballpoint pen on the edge of my desktop, while my right hand is holding my mouse..","there is this really interesting website, the website for the group of people that were killed in the Sandy Hook School shooting and the website has a","that's one thing I'm not going to do in the future, that's one way I'm going to cut down my waste, is stop printing out anything that I can get on the","And you have the possibility of saying like 'I have this idea' and then just to like start to implement it. Like if you have an idea for like, if you ","we had a lot of people who were just like us, who had been in the same classes that we had been in. I know that, even with the work I do on the web, I","and it's a whole bunch of people and that's... what it's gonna look like, the big picture... this is a whole bunch of organizations and they're workin","so this is the first time that we've had an entire state come in and do all of the work and also do all of these things on a statewide basis and actua","the people who are being served in the middle, the ones who are in the middle of the economic scale. So those are people who are middle income, where ","I have a really good friend. We're like kind of partners in this thing. But I don't really know how we got so close. I'm not really sure. Like, we met","a lot of people who are more high-tech, maybe in their 20s and 30s, are like, 'Well, yeah, I think about things, but I can also","my friend was over last night, and I told him a story about the other day when I was like, I was in like, I didn't know if it was like, it was like a","I'm thinking about the internet. The internet. And that's what's been the driving force for this entire project, which is like this internet project. ","I've been trying to think about the number of people who have died in the past, and the number of deaths that have happened since 1993, and the total ","and I had a dream where I was talking to my dad, and he was trying to get me to sign up for something, and I was like, 'no, no, no, not at","I think that we are in a place where people are saying that if we have any idea of our own freedom we need to recognize that the reason we have no fre","it's like, I know you don't think of us as, you know, you don't really care about us that much. I know that. But we do. We do. We're","the sense of being in an artificial system that we created and that we've been able to be successful in that artificial system is something I think we","you're not going to get rid of them. They're going to be here for decades, so if you want to do something, you should do it now. So if we had the opti","yeah, so uh, you know, you get into the day to day stuff. So we're we're dealing with this problem right now in our country. And the whole issue of cl","the fact that you know, I've been talking with a friend of mine, I had a friend, a friend of mine that was a doctor, and we were talking about this id","the only reason why we have to have a global community, and I have a feeling that there's going to be a global community that will take place over the","and it's got the potential for, for being able to look at the data and have some way to compare the data across time in terms of the analysis of the d","and that's one of the reasons why I think that a lot of these new companies that are being built in the space are coming from outside of the tradition","And it's a lot of information. And it's like I was saying, this is going to be hard to navigate for the consumer, but the consumer needs this informat","okay. And then, we'll see if we can take some of those ideas and move forward into our other strategic initiatives around this space of public educati","in a way, what's the relationship between the universe, our universe, and the concept of a Creator? And you know, you're on the same page there. What ","It's interesting, though. I can't really do that. I can put something out there and it's interesting because it's a little bit of a philosophical appr","and that's what we've got going on here, right, so I mean, I'm like a very, very young guy, right? Like, you know, you're 45 years","a little bit more than a month ago, I was in the house that I was living in, I was thinking about the house that I used to live in, which is now a dif","and I'm gonna be in a few weeks in Japan as I'm sure the participants in this class will know, I'm gonna work in the city of Yokohama, Yokohama in Jap","and it's all about this. Right here, that's all about the importance of the relationship between the state and the city. I mean, I would like to see a","I mean that is kind of where this came from, you know. The whole concept of the smart cities and the smart cities being built and the smart grids bein","a lot of people are very skeptical that there are, you know, really any climate change at all, or at least, not the sort of that they think that, you ","I was at a concert a couple of weeks ago where a really nice man said to me, 'Hey, I've been listening to your work and I really like it. I think I'm ","and this is where we get into the actual code of the language and we're starting to see the kind of things that we would say as humans, as a society a","[00:01:05] it's a bit of an unusual way of thinking about it. I mean I'm not sure that people are really aware that it's the same sort","I'm thinking of the film that I worked on with [an actor]. And the thing that I find really interesting about the film is that the film is not really ","and also there's the question of, what is this data and who has access to that data? There are all kinds of things that are generated by AI systems an","the most interesting part of this work is that when I first saw it, I was shocked to see that it was so different than I expected. I was expecting to ","there's a problem with the way we're handling the data, in the way we make it public, and it's really a challenge. We have to be a little bit more tra","and it's kind of funny, right? I mean, it's kind of the same thing you do when you're studying. Like, you have to learn a bunch of facts, you have to","and then the other person can come into the conversation. So if I'm having a conversation with the team or a client, and I'm having an interaction wit","I'm thinking about the person I'm sitting with. I'm thinking of you as a teacher. I'm saying to you, we've already had the first session, I'm thinking","and the idea is that there's some way of knowing what's really important to people, right? And so for instance, if you are trying to build a website, ","And so, I don't know, it's kind of hard to be part of a research team because I don't think I want to be the leader of my own project. I think I'm","okay. So this is kind of the standard way that I would think about this problem. I have a lot of assumptions here. So the first assumption is, okay, s","a kind of process where I'm thinking of what I'm doing, and I'm also thinking of what you're doing. I'm thinking that it's, um, not going to be that d","And it was the same idea with this system that I was a little bit skeptical. That I was skeptical. It is a very simple system. So you don't really nee","[I'm] thinking about that whole idea of a common good, and we've been talking about the common good a fair amount in this class. And the idea of a sin","I think you can be pretty certain that a lot of people who have a lot of knowledge about some subject, are not always using that knowledge very effect","I was in a group where there was a very intense, very high-level discussion on how to make a change in the way that we are managing the risks, in the ","I was just thinking of how you could teach a class where people could learn how to apply this, the scientific method. And what you could teach them to","what does it mean to say that a group of individuals are acting collectively? It's an interesting question. I don't know the answer. I don't have a st","I remember watching a lecture that was given by a philosopher at a conference in Chicago. And this was actually, in fact, a conference on the philosop","and there's a lot of people, like, some of the most brilliant scientists have come up with a very important, and it's been very successful, it's been ","And I think one of the challenges is that we have to think about how to structure the development of these, to make sure that they are aligned and foc","I was reading, 'You know, if you want to learn how to do this, it's a good idea to learn how to do it from someone who's been in that role, because,","yeah, right. Right, right. Oh yeah. Oh yeah, that's a good point. That's a really good point. It's an interesting one, right, because, it's kind","the question is whether we actually get to that place, where the brain is so good that we're able to let go of our biases and actually do something th","I am, I am the, the one, the one who is going to be the first one who, the first one to come, the first person, the first human, the first individual ","and what happens to the things that you find? ... you get to know about the things that are in the field. ... now we're in a place where we have an en","what's going to come up are some thoughts that are probably more useful than other thoughts, and the more useful thoughts will tend to rise to the top","okay, what I know about this is that I've been reading a lot in the past few years of studies about how the brain works. I've been an active participa","and the thing is that we have, as a team, the whole system and the whole software and we're putting it together and we're trying to put it together an","and then it becomes more challenging if you have to do multiple tasks. So if you have 10 or more different things that you're trying to do at the same","you know, the problem with the game is that it doesn't have a game at the end of the game. The game, the game is all about this idea that you know, yo","The number of people that will be able to use this tool in some sort of meaningful way. The way in which this technology can be scaled in some sort of","and then there's also a second order of reasoning, and that is to say, to understand that that's an option that is open. So, we're saying, we're looki","the more that you see of that, the more you appreciate it, because, if you see that that's the case, that you're making the same sort of mistakes that","I don't want to have the world view of being, 'I want to be a really good leader of my team, and I want to have my team do this and that.' And then th","and there's this little bit of the theory of mind stuff, so it's, the whole idea is that if I understand the other person, and they're aware of what's","it is a function of the brain to take a problem and turn it into a project that can be done. If it's a project, you have to do a lot of thinking and a","the entire concept of the Internet is built on the idea that we have to move to a non-sequential order of things and that there's a lot of ways to do ","and that's a thing about being human, is that you are going to have different beliefs, but you are going to share a belief system with people with who","that was a big challenge that I had in terms of our approach to the question, and also in terms of my personal approach, because we were thinking in t","I remember the day that I became a father and I remember, of course, the day that we came home from the hospital and my wife, my partner, had a big be","and so when we talked about this thing about the intractable problems of climate change, one of the things that I thought of was this thing in which I","and that's why it's so important that you really work on what the goals are and what you really want. I mean, if you think about it, it's kind of like","if I could start over again, I would make sure I learned the basics of data science, I learned the fundamentals of the algorithms, I learned some of t","I think the things I'm interested in, I think that that would be an example of a couple of the things that you're asking me about. When I was working ","a lot of people are calling for the government to be more accountable to the people, and for the government and for the people to be able to make deci","and then they go to work in the morning and they go to the hospital, they get their checkup and they get their physical and they get their medical tes","I'm just thinking that we should be doing this and this. We're getting to be really old. We've been in this position a long time. We've had a lot of f","what I think it is, I think, well, that is a very difficult question. I'm not sure how we're going to get there, because it's really going to require ","I am doing well. I am not getting sick. I think that is a good thing. It's also important for me to find ways that I can be able to share what I know ","yeah, it's actually hard to believe. But, we're in the middle of a pandemic, right? So it's really important that we get our vaccine data right. And I","my favorite things to do is to walk through the woods. We've been walking through the woods, a lot. And I have a very strong affinity for being outsid","and I'm like, how do I... how do I get this... how do you get this done? Do you have to put out the initial offer? Like if I was a new business,","I had to work on the way I approach things. So, if I'm a leader, I need to be a servant leader. I have to lead by example. I have to put in the","And so, we've talked a bit about the difference between the data and the meaning, and this is a great distinction. It's important to keep in mind that","so what do you think, what do you see, what do we see about the world in terms of how we can use data to, to, to make things better or make things wor","you can see it in the face of your loved ones, people around you that you want to be there, you know, if they see the change, you know, in the face an","you know the first time I got pregnant with my son, we had to have a c-section, and I was going to the hospital, and I had no idea what to expect, and","it's not like we're just gonna have like one system of education that we're going to use. I don't know if you guys have read the articles but in the 9","I don't think they want to come back, you know, and I don't even think they're going to. Like I say, I'm still getting the emails about it, but you kn","I'm thinking about my work at my new company. My new company is, um, it's a great company. They have great products. It's an important company in the ","so it's like you're giving some sort of credit card that you're giving to this country, and if you don't pay your credit card bill, they're going to c","I've been thinking about you and your work a lot, actually. I've been thinking for the past couple years, since you started this, I've been really try","I guess it's hard to think of what kind of questions the agency might be asking... You know, they might be asking about what was going on during the i","my daughter who is in New York City. We had a lot of discussions about what is the best way to study and prepare for the upcoming exams and I think it","what do we need to know to be able to do a good job? There is a lot of, a lot of discussion going on about AI, about the idea of autonomous systems an","I am on a cruise ship and it's a beautiful day on the water and I'm looking down and I see the bridge of the ship and I'm on the deck and I see this o","I think I'm gonna be spending a lot of time this summer and fall working on a project I've been thinking about for a while, which is a 2D platformer g","so we did this little exercise in class where we had to come up with a way of doing a good job of protecting the planet and reducing emissions in our ","I was trying to think about something that was very important to me. I had a really good team that was working on something, and it was really interes","this is an exercise that we've done in the past. That's where I was writing the book about how we make decisions. This is a lot like that. The problem","the way we understand things, we don't have a linear process in our minds. We have lots of ideas, we have lots of hypotheses and we try to fit them to","the problem here is that there are a bunch of different kinds of people. So you have to work on having a process that is kind of more adaptable to dif","I see all the possible outcomes of this situation. But I do have to think about some things. There are things that I need to make sure that I take car","I've always been a little bit a skeptic, you know, about whether or not, you know, the natural selection kind of is as... as effective in the context ","And then the way that that's been changed over the last 20 years is, because of the internet. You know, before the internet, you had a lot of resource","[my] thoughts...I'm...thinking about the work I do at work and it's...it's a lot of work, but I'm also very very fortunate. I mean I work for","I'm thinking about my work here. I'm thinking that I'd like to do some research and write a thesis and make a presentation in a couple of years, so I'","so it's a big problem and so it's really big, and I mean, so I can't figure out how to do this, you know, what's the best way to do this.","so like if we were to use like an algorithm for like machine learning, like how would you approach like a problem where there is like a lot of informa","I wonder if it would be possible to do the same thing in a more structured way, to generate a list of possible explanations, a set of hypotheses about","okay, let's talk about this idea, what are the things that are important for this idea? Okay, let's say that we are building this idea. Let's say that","and the thing is I'm trying to figure out how to apply the concept of 'theories of change' to the work that I do. That is, how do we define, and how d","I'm sure the big data is just going to come to the table and say, hey, let's give it to you guys. If you guys have the big data and the technology and","so now I have this idea that I'm going to build a tool, and the tool's going to be this piece of code that can basically tell me, hey, here's the piec","[the] word that comes to my mind is 'wonder.' I wonder if I'm making a mistake in this analysis. I wonder if I've got this wrong. I wonder if it's","uh yeah, I I think one thing that I have I've thought a lot about in the past uh and I I'm a little bit of a skeptic about it and I think I'm definite","and so, it's all about the system. It's all about how you get the data. You have to look at the whole process. You have to, if I can say, if you","the first thing that comes up for me is this whole thing around the whole issue of AI and whether we can ever build systems that will be as good as a ","I'm not sure I can remember where I saw it or what the context was but I remember that when I first came to the University, when I first started looki","I have a hunch about this. This is going to be very difficult for people to believe. I have to have something to say here. So the best thing I can do,","[w]hen you think about your job, what is the first thing that comes to your mind? I have to make sure that I don't make the same mistake twice. If I l","there's a lot of data. The way to organize that is to make sure that it's going to be used correctly. So what we're going to have to do is make sure t","The study of human knowledge, as a whole, can be traced back to Aristotle, and even to Plato. ... We can consider the concept of human knowledge as th","it's like... you're a student and you're taking an exam in a very important subject that you don't know very much about and you've got two hours to do","a lot of it was just the mechanics of doing this, and I realized how many different things were going on that I didn't even know I was doing, even whe","I'm looking at a bunch of these [the questions of the survey] and it's like I'm really reading into the things I'm saying. I'm not sure. I can't even ","I'll see if I can get something about the project in there. So let's think about what we have and what we would like to be able to do with it. And we ","you can think of how you would do it if it was an online, AI-automated chatbot. What kind of a thing would you want to be able to say? The same kind o","And I was just thinking about the things that I would want to include in this, and it would probably be a few paragraphs, maybe a paragraph and a half","I mean, what the hell do you mean, what are the different types of memories, right? I mean, it's like, you know, for instance, if you're watching a mo","we need to find out the best way to run this stuff, and we need to find out what the best way of doing it is in order to actually, you know, we need t","okay, so I'm going to be here for a while. And so what do I want to do? I want to know how to use this tool. And I want to make sure that I","and this is the way that I am going to structure this. I think I have to break it down. I think I am going to do something a bit different. So this is","okay, so I think about what happens in this episode. It's pretty straightforward, but I think it's probably worth thinking through. So here we have so","I'm working on an algorithm for a system where there are multiple servers, and each server has a bunch of worker threads that can be dynamically creat","well, in a way, there's not much to say, you know, about the big picture of our life. I mean, we are really just part of a system that's sort of self","and the other one is a lot smaller, but you can have the same number of points in there, so I've actually had a lot of fun with these things where I'v","yeah, right. And we need to, I mean, we need to really think about where these things come from and what are the biases, right? And the idea that like","and that's how we can really do it. It's this. I know I'm working with people who are on the low end of this spectrum. It's a spectrum. It goes all th","so, so I think this is going to be a huge problem for the world. I think that if we really understand the things that people are doing, you know, I th","and then the only question would be whether or not they're actually getting good enough results, but I think it is the case. You know, there's a lot o","The other thing is the nature of the Internet as a medium. I don't know if you guys have watched this show called The Daily Show or The Colbert Report","what's happening at the end of the day with the way we do things and what people are doing. I mean, one of the things we've noticed with the changes i","I'm going to go for a bike ride. I'm going to take the bike. I'm thinking about the bike. You know what, I should actually have the bike. It's not som","I was thinking about what happened in the last episode where I thought that the boss of the project is looking at me and he is thinking that he will g","and I was thinking about this and I was actually trying to come up with a metaphor to describe how we sort of are on a journey to a new era of being a","I'm gonna talk to this kid who's really smart. And they're like, 'hey, this is a lot of this work, this is going to take a long time.' And I'm","yeah, the reason why it was so, it was so difficult for me to go to college the first year is because the first year I had the hardest time understand","it's something that I think that I'm going to start to do is just to do this every day because I've never thought about it before and I'm not sure tha","and what is the reason for the reasons for the reason, what is the actual reason for the reason for why did the company, what is a company and what is","and then there's this weird feeling that I have, like I have this weird feeling like the world is not a good place, you know, it's just not a good pla","we could talk about that, that is, the notion of consciousness and how it can be quantified in terms of a single number or in terms of multiple number","this is interesting. I see that if I have a square matrix A, I can find its singular values by constructing a new matrix AA transpose, and then findin","okay so the first question is that we are interested in the fundamental constants. We have the 22 fundamental constants, right? And one of the things ","the other thing is, I know that it's true. It's a philosophical question, but that's an interesting question: How much do we really know? It's an inte","I'm really interested in how the mind works, the neural basis of perception and cognition. That's actually what I'm doing for the next several years. ","I'm thinking about this whole thing and it's kind of a mind-blowing thing, but I think I've seen an argument in favor of this that's quite simple, and","I'm talking about the, like, the kind of thing where you have, like, if you've ever been in a situation, like a room that's not very large, and there ","yeah, you know, the idea that it's really a matter of how we present the data to ourselves and how we interpret the data to oneself, I mean, one thing","and I was wondering if I was getting better or if I'm actually getting worse. And so if I'm getting worse, I mean, if I'm a little bit worse, and my a","there's this one kind of thing that I can't really make up my mind on, which is, you know, the question of, how far is your sort of, the sort of, you","[my] ...[it's] ...[there's] ...[this] ...[is] ...[and] ...[that] ...[which] ...[my] ... [thought","so it's like a combination of the old, the new, the past, the present, the future, and it's also a combination of people and things. Like, there's lik","I mean I don't know. I guess it's going to be an experiment in the future, like a new thing that is going to happen, like a revolution. I mean you've ","and I wonder what was happening, like, what's the most interesting thing that was happening in the world of science, and just what is the most interes","it's really the case that that's the sort of thing that you know, it's not just, we can't, we can, we can prove that that's, that's, it's","that's a very important part of it because I think that if we were to imagine the situation where you have a couple of people who were involved in an ","[the] other one [the other] one of the [the] one of one of the ones that is a bit less of an extreme example would be the 100,00","I don't know what this is really about, and I've always wondered, if I was to be asked to have a child, what would I do? Because I don't really like c","and then my thinking is kind of like if you've been studying and you've been learning and you've kind of had a bunch of experiences and now you've got","and so yeah, and we've seen how people have been very much interested in the idea of artificial intelligence, and this idea of superintelligence and s","I think that what it does is it does make sense of a lot of things and then when I say you can think of a lot of different ways that you can think abo","and I can also look at some of the other ways that you could have used it, and the more you do that, the more you kind of start to see that well, this","oh, I'll have to make a change. So the main change that I'm gonna make is that I'm going to try and do less work on myself and more work on the world,","I was going to talk about this whole idea of... because I was looking at the history of the development of this... and we talk about the development o","what I thought about yesterday... [a lot of mumbled mumbo-jumbo that I'm not going to try to make sense of or even quote here] ...but that was not a g","I think of people that are a lot like me. The problem is, though, that it's not just a question of, like, the way you were brought up. It's like the w","I am not very good at this, but I try to stay positive and I am not going to lie: I do have some bad memories in my mind, but I have more good memorie","I think you know, my personal experience is that, when I first started the career in public service, I was thinking, 'this is the biggest thing I coul","a lot of times there is a lack of information. There's a lot of assumptions made about who the enemy is that I don't believe. ... there's a lot of fea","I feel that there is a lot of change in the way we see things about our world. We see the world in a different way, we're able to see more complexity ","it’s just been, it’s just not been the same, the same experience, that I’ve been having, and the reason for that is that I think we’ve changed, you kn","And when I think about, you know, what the impact will be of what is happening on climate change, I don't think we're going to be able to mitigate cli","so if you look at the data that I just provided, it was actually fairly clear that a large portion of the population in terms of our top five categori","and so what we have done with the Gospels is we have done this, which is a little bit controversial, which is to say, we have taken these texts which ","and so I think the first thing you have to do, you know, is look at the issue, right, and you have to say, 'Well, this is really a, you know it","I've been talking to people for hours and hours on end on the phone. I have a hard time doing that. I have to be really careful with who I talk to on ","I mean, and there's so many things that go on that I want to be a part of, but I'm just not able to because of the fact that I have to stay at home an","that's not something that is a new thing in the world of marketing, you know? But if you think about it, they're trying to find a way to get their voi","[I]t's the same with my son. He's now 14 years old. He's got an A-level. I don't know if they've got them in the United States","I was talking with my friend who was a surgeon, who's a professor, he told me that he had a student who's now working in a research laboratory, a rese","so they said, you know, they said it would be better, you know, a group of people would do this study, a group of 120 or 200 people would","So, we could have a real one here, this is a good one, this is really good. It's just like a one, and it's really good. We could have a new one","and so I think I have some stuff going on right now that is I am very concerned that the population will get into this crazy situation and will do som","I've been on that bus a couple of times now. I have the same experience. I've never had the experience where I get to my destination, I see the airpor","this is a problem in the city, they are going to try to, I guess the new mayor is trying to raise the minimum wage, but he's not going to do it, he's ","if I had to describe what I think the most important things are, I think that there's really two things that you can think that are the most important","I got back to the house, I walked over to the door, I opened the door and there's a guy in the door and he says, 'Do you want to talk about what's goi","I got a lot of feedback on my new project that I'm working on at the university. This project is called the Environmental Systems Engineering Initiati","Okay. I'm not sure what I'm going to say. I was thinking about the work I did on this project. I mean, I'm actually not sure what that is. I'm getting","the other side of the country is just a big city, which is just the problem. It's not that bad, but it's just a lot of people, and a lot of noise and ","and I was talking to somebody. I was talking. I don't remember who. I was going to get a PhD, in a field that is kind of interesting, but that is also","there was a paper about the fact that one of the biggest things that was a cause of death in the US was lung cancer, and that was smoking and it was s","the first time that I can remember, I was on the East Coast of the United States, and I was in New York City. I was in the area of the downtown area a","I was at the time a very enthusiastic member of the Ira. But when I got to be a member of the Republican Party I just could not reconcile myself to th","we could, in a few words, make a distinction between the three types of memory, the short term, which is what most people think of as memory. You know","I'm thinking about, I'm thinking of, I'm sort of wondering if there is a difference in how I feel, I'm wondering, as a matter of fact, how I feel when","you know, this is something that we've been studying, of course, in the context of our research that's been going on for quite a number of years, and ","and when I get to that point I get a little worried because we don't know how we're going to do that, I mean the problem with the current way of think","okay, so now I was thinking about the state of the economy, the state of government policy. You know, and I'm going to get a little political here bec","this is an interesting project, interesting topic. And the general idea of having this study, and the study itself being a good study is to study how ","I'm still kind of looking at what I was trying to do here, is I was trying to compare the effects of a full-time, high-powered executive with the effe","and, and, and, the thing that you're looking for, I mean, you know, you can find a lot of the, and there are a number of, in the literature on this","And I think we would be more effective, more productive, more able to deal with the complexity and diversity of modern society if we had more people t","and I have a feeling that I'm going to have to have to, I'm not sure yet. I'm not ready to go on to the next phase of my life because there is a lot","And one of the reasons I feel that we don't have the best strategy for dealing with this problem in a way that allows us to do it is, you know, we've ","I was listening to the NPR radio and I heard them say that we're going to have a solar flare, the kind that we don't have a lot of experience with. So","and then I will have to go back and see which one of the cases, because I just wrote down 20% and then it went to 15%, and that's where it should","it's pretty much how I would have done it. I was thinking about the structure of the system, and I was thinking if I were going to get rid of all the ","so in some ways, what you're saying is that when I think of people with disabilities, they're not necessarily people that you're going to work with. R","I know that the data's not as clear as we'd like, but the trends are all the same in the two groups, so we're comfortable with that. We're going to ne","and a lot of the time it's not like we know how to do it, or it's like there are these forces, that we don't want to engage with that we don't even kn","and it's got to be a pretty good process to have a process for making sense out of a world that's just been created by humans. That's going to be the ","that's what I mean when I say the world is a computer. Because what you see and what you do is what the program says. And so we have a number of diffe","now I know the name of what I'm looking for. The name is that of a problem. The problem is, if I have a situation where I want to do a big amount of w","[S]o this is a [S] so what do we need to do to [S] get to this? How do we get to this [S] how do we get [S","I was at a party, a cocktail party. There was this guy who's like an economist and he had this idea that if the US government was going to do a lot of","and then we need to take these people and put them into the hands of some sort of... some sort of, you know, people who are... who are... a group that","and then there's the possibility of people trying to bring them back into the system and doing a whole bunch of different things to get them into the ","and also, I don't know. The fact is that you have to look at what's going on in the real world. I mean, the real world is a mess. It's like I","I was thinking of what to write down next. And that's why I think of all the other things. So that I could get this one right. So, what I think is tha","and I mean to say, if the computer is a social phenomenon, that means, then, it's a social phenomenon. So we have to understand how that phenomenon wo","we might be able to get a better picture of how people are actually thinking as opposed to, you know, thinking about thinking, right? I mean, you know","the 1602-1606, there was a book that was written by a guy named Cuvier, and his name was Cuvier and he was the founder of","I think that the idea of an objective of this program, what you were talking about with the objective of this thing, is that it is in fact to, you kno","and the first question was: can you solve this problem? And I said, 'Yes, I can solve this problem. In fact, I solved it earlier this morning.' And I ","the thing is, I have to use the term 'tired' but it's not just that I'm tired but I'm tired of being tired. If you look at the history of the United","the only thing I really know is that the world is a really dangerous place and we need to learn how to live together in a better way and that means we","and so on, and then you do this, and then, and then this. I would like to ask you whether you had an example of what I would call a successful society","and a number of these, I mean a number of those [certain topics, e.g. 'how to produce' and 'how to reproduce', etc.] and I guess the distinction betwe","I'm at home, I'm sitting down here, and I'm having a discussion with my wife. I say, I say, well, I'm not sure what's going to happen, and","and the only way you can get a handle on it is by thinking in the language, in the terms of the language, of the way of the language in which the lang","I just want to get this. I don't want to go back. I don't have time to go back to school. I don't feel like going back to school... I've got two","the mind of a teenager is, is really is pretty interesting because it has a lot of internal dialogue, I mean, I think that teenagers really have a lot","I guess my idea is that we should really take a look at our data and figure out how well it's working. The model's not very good. The model is not ver","the number of the planet that we are in. Now, I don't know. I don't really understand. What is the significance of this number? ... the fact that the ","I wonder why we keep putting that aside. Because it's kind of hard to work with. We've already talked about what the problem is, which is that we've b","And you know, we have a situation where we have all this stuff happening. And we've been trying to deal with it, but it's not working, and we need a m","I think about a new project we are working on called 'Smart-Data', which will be an AI-based tool for data management and analysis. This is a signific","[I]n [my] current study, I've been studying a novel data set of high-resolution brain imaging data from the entire cerebral cortex, across a wide rang","we were going to talk about the role of the word 'research', because I think it has a certain meaning in the scientific world. The research word, I th","it's all about the new data and that's where we have the greatest progress. If I had to give you a sort of vision of where the new data will take us, ","but, I can see that as I go up in altitude, the speed is going up. So that's what I thought was kind of counter-intuitive to me. I thought that, maybe","that is a little bit of a challenge in terms of using the model to actually predict the parameters. I am not sure how to do this, so I will have to ta","and so when I'm looking at the number of the question I want to do, I see the question and then I see the answer. And then I can see the correct answe","4 times. The total of all of the time series was 503 times and that's for just the two machines that were sampled. I don't know about the rest of the ","okay, so, what's the first thing? Okay, I think, so, you can divide these two into two different groups. So, I'm going to divide them into two, so one","I was just thinking, when we went back to the first thing that we did, which is you know, you go to the 300th, the 600th page and","the Earth is in the Sun. Okay, I'm just going to say that. So if you just say Earth is in the sun, and I just say Sun is in the Earth. What happens","And I was looking at it and I'm thinking, you know, maybe they'll just be like, well, there's this number of things that I can do in one second and I ","that's why when you go into an office and you go to get a coffee and you know, you know what you're going to get? Well, if it's like, if it's a","and so we've got one here, this one and this one, this one. Okay. So if we add these two things together, so this is 40, so this 80","and then you do this, and then you take this and put it here, and then all of a sudden, you realize that you can see the problem of this, you realize ","the first time I was looking at this problem, it was a two-dimensional problem. So I drew it as a two-dimensional image. Now, I am going to have to lo","The next one was, you have to put it back, and you put it back in the box, so the box gets bigger, then you have to figure out how many more boxes you","I'll be in New York for four days. So I'll be back here Friday afternoon. That's probably a good time for me to move on to another task. I think I'm g","so, for instance, my work for the next month or two will be to go back through the code and make sure that we have not got any problems in the code an","and then the whole thing is a single atom, so when you're like, one atom of this, it's actually one atom, then you have like, like a single atom of th","And then it's going to be, uh, and then there's going to be a three-day weekend, which means we're going to go back to work on Thursday. And so, I'm","and then he's like, you know, he says like, I was trying to help this, you know like, he says, I was like, you know what, I'm just gonna do","I've been doing this for 20 minutes. So now I have this image of a water tank. So that's my water tank. I'm trying to think of something to fill this ","so like if you take a 100 bucks and you have to put it into one of these three accounts: one that is 0 percent interest, one that's like 1 percent int","I just thought that you should be a good citizen. It's like, I'm really looking forward to this day. And I know I have a lot to do to prepare, and I k","so that would be the most effective way of doing this. And that's... uh, so it's like 312 times 7. 22, and then uh, 1","the way the earth rotates. And so we can measure the difference between the actual length of a meter and the actual length, the distance, of a meter i","123, 37, 5.4.6, 5 times 4 equals 20. 6 times 5 equals 30. 20 times","it's just like if you're in a dark room and you have a bunch of switches, and you turn on each switch, and you want to know which switch corresponds t","and I remember how this thing about the things in the picture that the children are making. I remember what the children are doing and the things in t","I think I could make a bit of progress if I had a bigger ball. But it's going to be hard to fit it in the box, I guess, that's a bit of a problem","the only one left is the one with the same name of the previous one, and I wonder if the name of the next one will be the same again, if it'll be the ","I'm not sure if this is a good idea, I'm thinking of a different way, maybe I should just move all of the 32, 32 would be 32x","then you have a number, you can convert it into a base-3 system, which means you only use 0, 1, or 2 in each digit. ... I'm trying to","And, also, if I'm right, then there should be a lot of different numbers of digits of pi that repeat. It's like, say, 10 to the 330","0.2.0.0.1.5.0.236.5.1.1.2.3.0.35.3.3.1.","is this a good number? is this a random number, so that is, is there no reason why they are using a specific number, so this is random. And then, if y","so, let's just say, it's not going to be in the range of 10,000 or 100,000, it's probably in the range","65981 00001111 0 0 1001000 11100 011011","oh, well, that's interesting. So what does that mean? Well, if we look at the history of the world and see what's happening and what's been happening ","if you're a big enough idiot to ask what the hell you're doing on the moon, then you're going to be on the moon until you find out. And that's it. Thi","so you're a man with a beard, that's why they call it the beard of man. The beard of man, which is a hair, it's a hair, which is the only hair","... ... ... ... And what is it? You have to look up at it to see it, because it is all round the planet. Now if I knew the exact right word for it I'd","The sky is blue... The sky is blue because there's something in the air that it reflects... The sky's blue because there is something in the atmospher","58.33.64.98. 0.3 100.987.352 60.20 61.2","this is an infinite loop, the universe is in fact infinite because it is in the state of expansion. It's not that the universe is expanding but that i","and, you know, a lot of other things, but, it's the one that I'm most interested in, in fact, it's an experiment. And, it's, it's a","oh, so I think, I think, yeah, I'm not sure whether that's gonna work, but it seems to work. And what I mean by that is, we're in the middle","right now the brain is using a lot of energy, which is fine. That's what it needs. If you need to be at rest, then it will be at rest. If you want to","and it was interesting because I have a few times been like, 'I'm just going to do this, and I'll find out what it is, and it's going to be 15","and so we would have two planets on a track like this, so let's say that it's not exactly a circle. We're gonna have two planets at the end. So the tw","this is the main problem for me. We're always going to have this problem. But you know what's also interesting? The thing that was most surprising for","and so we had to put the [car] up on blocks, and so the whole [car] is in the air and then we just basically used the air compressor to put it into th","the only way to fix it is to make it so that when you use it, it does what you want it to do, so you just use it, and you don't have to think about","you have the exact same probability of a particular event happening, but it's a small one. It's a really small one, like 0.1% chance. Now, that's just","we know that for a certain amount of time we can maintain a high state of focus in a certain direction, and that if we're at that point, then we're al","this is interesting. So you have a thought and that thought is a question of the form of some of the energy or information that you are thinking about","(thinking about the next topic) Okay. (pauses for a moment) And then I'm thinking about the next thing. And I'm thinking, well, now we're talking abou","[t]hat's why we don't need to look at the system and think about how to change it [to achieve efficiency or fairness]. That's because if you do that, ","And you know, I think there are a couple of different types of learning, and one of them is just learning what's going on at this moment in the brain ","[a] little more about the 30-60-90 rule and how that's gonna play out in a meeting with somebody that's maybe trying to understand the cost of a featu","the more that I think about it, the more that it's just the sort of thing that, it's a question of finding a balance between a system of governance an","oh, there are a lot of things in here, right? ... [I]f I think about, like, what's my job, it's a really hard job ... there's a lot","and I think that, you know, some of the things that, you know, the data, we're doing the data analysis right now, which is, you know, really fascinati","uh I can think of a few things that might help in this case. And so you know one thing that I could do is I could I could change the order in which th","I'm not sure that's the most accurate way of looking at it, but... I can just make a statement that when you're looking at something from a financial ","and if it was a matter of not paying attention, we should have a different algorithm. Maybe we need a more sophisticated model. Something more like a ","this is how a lot of people are thinking about how they can do things and how they can achieve things. How they can grow into the future and make a be","(16:59) So, a lot of these things I would call meta-level decisions. And then there are lower-level decisions and lower-level reasoning, which I call ","and I think I need to... I need to keep track of these and it's a pain to keep track and then then to pull them together and put them together into an","now I have this idea. I wonder how many ways I can represent a number in binary. It's like how to represent 17 in binary. And I think there are a bunc","I don't understand what the heck you're talking about. What does that even mean? I don't know. I've seen some movies where people have like, uh, these","my model is like a cube and we're building it piece by piece. And each piece has a little bit of text on it. And I'm not sure what the size of the pie","a bit about this problem about, uh, the, uh, what the what's the name of this? The, uh, that we, that we've been, uh, working on is the","okay, so, I'm trying to think of an example of an event, that would have some causal links to other events, and to think of the causal links that are ","And I was thinking about the fact that we're supposed to be taking the natural sciences and then the social sciences. And I was wondering if I could s","[in a research project] I am looking at a particular aspect of language acquisition and how people acquire language. What I'm going to do in this stud","And then it's like I just try to make the most of what time I have. And it's like if you have 80% of it, then that's what you have to do","we've got a problem, we're running out of time, we need to get more time, so we're going to have to start saying that we need to make the case for thi","yeah, so uh, i mean, if you want to uh, make a case for that, you might look at the differences in uh, uh, how you can measure the degree to which peo","and the reason for that is that I can't find that because my, the thing is my eyes are so bad. I was using Google maps to look at where it's going to ","and what was happening to the person, right, I think they are going to have a meeting with the vendor right, which is this like this vendor, which is ","So, there's all these different people that I have to, I have to deal with, you know, my customers. And there's a lot of, a lot of different processes","what do you think about that? Okay, I'm thinking about the... about the... yeah, about the... I think the... about what I learned about... and about, ","uh-huh well I got I got a lot of projects going on. I have a project that I have that I'm doing that has been going on for over a year. I had to give","it's not like I'm a super model, I'm not like, I'm a really attractive person, you know? And I think it's, it's something like, I don't know","I want to be a teacher, that's one thing I want to do, like a teacher, I'm currently in a teacher training program and it's going well. I have a job t","and then you have to like have a good team of people on board that will be supporting the the project. And that's that's how that's how it works. And ","[the] ... the fact that he is a lawyer. He's a lawyer. So I'm like, 'Oh, well, you're going to be a lawyer.' He's like, '","what I'm going to be thinking about is my upcoming trip, right? So I'm going off to Seattle, and so that's going to be great because I've never been t","uh-huh. Yeah, I got a question for you too. Oh, actually, I got two. Oh, so what do you think? So, like, if I'm going to go","the first one was to be a sort of a...a...a sort of...I don't know, but...what I'm gonna do is, I'm gonna take a look at, I","So, we know that that that there's a lot of things that can happen in the US right now, that are, uh, that that, uh, can be resolved. And we're lookin","there's a little bit of a problem, actually, where I've been the last few days I was really focused on, well, you know, getting the data from our last","oh, it's not what I would say in the article that would make it sound bad, I guess, but if we just talk about things as they are, you know, the way th","I know, there are a lot of things I can't do. I have to go to school and all that stuff. But I have some free time and I want to do some stuff that I","I was thinking, there's like some companies that do it for the most part of the day and they don't do it for other parts of the day. Like for example,","so I'm going to, I guess, I'm not going to get paid for this. But, you know, that's okay. So it's not going to be a loss for me,","that the code that you guys are using for this project, right now, it's just like, you're writing this code and you're like, 'Hey, this is so easy.' Y","well, like, the, the thing that I would like to do is like, I was thinking about doing a, a, a mini project where, where like I would have, I would li","I'll go on this plane, and I'm just gonna do this like a normal trip, and I think that's fine. I'm just going to see some stuff and I'm not going to","And I had the idea of getting together, you know, of a group of people, like, you know. And it's, you know it's, like, a little bit like a business","so, my son, my son. What do I want for my son? I want for him to get a PhD. I don't think he has enough ambition right now. He's too busy","a lot of my writing was always very bad, very amateurish. And then I got into a kind of a professional writing program, and it's very, very important ","I think it's like a real person and that we, and I'm just going to do this, but we can talk about this in our sessions and you know, when we were doin","we're going to do the math stuff, like, I was kind of thinking about how I got to college, I know this, like, my family is very involved in the colleg","and then you think about the actual process, but that's, I guess, it's kind of like what's the best way to kind of start learning the actual process b","that's kind of how it was like when I was a kid. I'm like I was like the big kid in the class, you know, and I was a teacher's pet. I was","okay, so, um, so we got a group of people, and, uh, and we have to have a discussion about, um, about about about that's like, like the topic of","And this is where I was like I think this is what it was like, this was like the like I was like, I was like the the one with the one with like the mo","I got to play a game. We're all going to play it. We have to split up the stuff. We're going to try and get 1000 points in the game.","I think that, I think I think, I think that I have to have a better time for that. I think, so, I think, it's hard to figure out. I mean,","and then I think about how they should do it and I'm like, they should do this in a way that they could work on it and it's like I don't want to work ","I am a human being with a brain. ... I have an inner dialogue. ... I am a self-fulfilling person. ... I don't like people who are people. I like peopl","[it] is about the interaction between the different parts of the brain. I want to try to make it as a metaphor because that is what I want to do with ","it's actually... it's really difficult... to actually figure out... when it comes to like, how long we should... spend our... time and effort on a sin","so we just started on a lot of projects that are coming out of that, and I'm also doing a lot of work in the area of neural correlates of consciousnes","yeah, so I was like, I was like okay. So, uh, yeah, so it's a little bit different. I have to sort of get used to, and I'm thinking,","And the way in which I would really want to look at the system, and then in my view of a system, I think that's very much the kind of the system that ","I'm thinking about a conversation that we had yesterday at the workshop, when I was trying to figure out how we could use some of the things that we w","and so I think about this and I think about my daughter's birthday, which is on the 1st of March. I was thinking about my daughter and my daughter's b","I mean, you know, I just don't really see myself as a researcher in that sort of way, but I am. I'm doing this work because I feel like it's the right","I think I might be a bit of a nerd, and I mean that in a positive way. I think there's a lot of work that goes into making me the person that I am and","and the reason that I had the idea of a 30-day challenge, it was just that there were two or three things that I wanted to make sure that I did. And i","the problem of course, is that a lot of the work that's being done in machine learning and things like that, is actually being done with fairly large ","and I don't know how they will do with the, uh, the the big data problems, which is where I think they are the big problem, right. So I mean, I think ","and then of course the next step is we've got the 800,000 that we want to do in the next 400 days or whatever, right? So there","I know it's very hard. It's very hard to get the numbers right, because we're trying to do something in real time, but it's hard to get them right, so","I mean, so I have two daughters, and I have two kids in elementary school, and I'm thinking about that. I mean, we have, we have two boys who are, and"],["and I think it was in the middle of that, I guess, that I started to think, how would I be, say, if I was a kid again, if I were just like a","that's a good thing. It is the best way, you know, if you're not just to let the things that come come. And it's not that I can't, I just don","I was working on the theory of mind. I was having problems with the theory of mind, which is the idea of trying to figure out what someone else is thi","so I know, that's what I think. What's the opposite of that? So, what's the opposite? I think, you know, if I knew what it was, it would be","and I'm thinking about that, I think, why should I want to go to school, why would I want to be at school, if it's so hard, I mean, like, if","I think I have to stop. This is where I have to stop, but I can't. It's like I can't stop, but there's a limit. I know I've reached the","And I can remember my parents' wedding, you know, I can see the whole thing, but I can't remember if there's anything that they did to the room or not","and so I have a friend. He lives in Oregon and he's a wonderful man. He's got a wife and four children and he's the one that introduced me to the Bibl","And the same kind of things are happening. It's just that it's happening in the background. It's like...It's like the way things are going...and the w","So I have some free time and I can't make any appointments yet, I'm going to call the hospital and see what's happening. I'm a little worried about my","so there was this woman and she had a little kid and she was worried about the little kid and then I was like, 'Okay, that's not going to happen. That","[My] favorite book at this point in time is by a man who has been writing a lot about quantum physics and philosophy. It's called Quantum Reality by N","I have a really bad cold right now, and I was thinking I'll try to get in and out of this interview without getting sick because I can't do a whole lo","I had a vision, and it was all in the middle of the night. I had this vision of what a world would look like if we had no more money, and the world wo","it's the middle of the night and I'm in a big hotel room and I've got the front page of the Times spread across my lap, and I'm looking at the headlin","The first thing that I have noticed is that when I'm going to sleep I'm not going to sleep very easily, not going to be able to sleep at night and the","the first thing I'm thinking of right now is that I'm going to have to do something tomorrow, but I don't have enough information to do it. So I'm goi","that I am trying to understand that, and it seems to be that the brain is a network of inter-connected neurons and they all get wired together to work","[thought on the current study topic, which I will call 'the concept of 'a person'] a person is an instance of the class of people. It's an instantiati","it's like the human brain is constantly engaged in the construction of models of the world, and one of the ways in which we do that is we're constantl","yeah I'd like to know why it's always like that. I mean, I'm sure there's a good reason, but I don't know what it is. Why does this happen? When","the thing that I'm most afraid of is that the next time I see the same person, I'm going to say something that's not true. That's the problem that I'm","and so we're thinking about the way that the body is being changed, or the brain is being changed. So when we say that we're studying the brain in the","we're using the same system as before, which is to say, if I'm writing, I'm looking at what I'm writing in order to give it context and to understand ","you can think of all sorts of different things that you can do with an equation. For example, you can think about the relationship between two variabl","so, uh, the 3D printers can, uh, make... so, 3D printers, um, can be made with the ability to print any sort of shape, but, um","I'm a little bit worried that the paper's going to be, I don't know, I'm thinking of this in a sort of a logical way. There's a paper that was submitt","I wonder, do you know if this is related to this? That the language is going to be different for a while, until we have to write in the new language, ","there are a lot of different ways to talk about these. And I'm sure that a lot of these ideas can be unified, but I don't see a unified framework for ","and I'm not a great writer of prose. So I do a lot of these things by writing the code. I'll have a bunch of classes and things and I will write out a","the next one was about the time between the first and the second... it was about the evolution of the mind itself, you know, as time progresses. That ","I remember a lecture I took in college where I was talking to a professor in the department who had a graduate degree in history and then he took a Ph","I think, I wonder if there is a good reason to believe, or a good reason, a good reason why people with the same genotype, or a genotype, for a partic","now, and what I've been trying to do for a long time is I want to actually teach my children the logic and the thinking processes. So I've actually do","and I think it's one of the things that people that do work with very young children, say that the first six, eight years are critical for a child's c","the only way I can get my mind to do it, to work, is to go back to a lot of my old school notebooks and get the old notes. That's where a lot of this","I was in a small company in the early eighties, and I was involved in some kind of management consulting project with some small companies in the city","It is not a good thing to do, but the solution is to work harder. I just got a letter from a student who is in the department that's starting an inter","I don't know how to do it. I just want to get started, and I think a lot of this is just me learning about it, just learning what works for me and wha","I wonder if there are people who think this way, and how much they are aware of it. I'm aware of it to some extent because I'm thinking about what I t","the last thing is the last thing, and it is a story of a little child who has a particular kind of autism who is diagnosed with it, who then is sent i","I'm going to get a couple of books in a store and I'm going to bring them in and I'm just going to try to help the people there help the people. That'","I have a couple of students who are not doing well, and so I'm going to have to take them aside and make a decision, and I think they'll be relieved w","And we're going to do something about the problem with the community college. And that is that students are coming in and not having any idea what the","and we do not know whether he would have ever gone in. We have had a great deal of difficulty in trying to find the students that are willing to parti","I'm having a great time today, I'm working on my second book, a very long book and I'm having a lot of fun with it, and I think it'll be good. I","The very first thing that I thought when I was reading the questions was: 'There are so many of them. They're not just simple things like, 'I have a q","So it's a mixture. I think I'd like to be a full-time researcher, and I don't know. It's not that I'd like it or not. I just don't know","it's like, you know, you're just like, you've got your hand on the switch, and then you have to say, is this something that I'm gonna want to go into?","there are three reasons you might think that is a good reason to have an argument is because it helps you become a better decision maker and then you ","I think that in the past I've probably been a lot more aware of this sort of, I don't know, maybe there's some other term. But I would say I am more a","the reason is, there's not a lot of evidence to support it in the first place. It's not a very robust claim. ... The reason I'm interested in this is,","I've been thinking about the past week and what I've been doing here, what I've done for this study. It's been very difficult, because it's not just a","It's pretty easy to make some money on a stock, but what do you do with it? I mean, you can just put it in a bank and it won't be as good as stocks","that's the one, yeah, that's the thing you need to do. And that's how you would go about that. And that would be a, and that would be the way to do","uh, I'll I think that's pretty good, it's good to see the US doing well and the rest of the world is falling behind, but what I'm going to say is that","uh ... my my ... my my daughter is 20 now. She's in a good job, I think, she works for the Navy. I think she works for them on the Navy's","So, there's a lot of things that I don't have that I can't buy for the same price that I can get in the U.S. And I think it's because of the low","I don't really know what kind of things are going to come up. But one thing that's always been a huge problem in this world, or in my world, is the re","so I've been working on that thing. And I had a question about that thing, and I just want to make sure it was. But it was about a, you know, like the","I guess when people hear that you're an engineer, they think, 'Oh, you have a lot of responsibility'. But if you have a bad year in your engineering, ","the people in the room, they're not, they're really not that great. They don't know anything. They don't have the skills. And the only ones who actual","So, I think that, you know, it is really a good time to do this, and you know, you know we were kind of fortunate in that we could have started this p","I was sitting on a couch on an airplane on a business trip to San Francisco. It's been a couple days since my trip. I don't remember that much of the ","um-hum. That's what I heard, yeah. Yeah, I just I I I just I think that was a really good show. I I don't really know about the other episodes,","I'll be having a birthday party next week, so I'll be going out of town for that. I haven't seen my dad in a while. It's been awhile since I went to s","it's interesting, when I go to my parents, I've got to get their car, because the car, the car that I got at the end of August, because my dad had to ","It's been a while since we've had a party, but it was good to be here. It was good to catch up with some friends. So I'm actually working on this in t","my brother's wedding last weekend. We're in the process of moving my mother's house in the next few days. It's the last house we own. So that's going ","I'm still not sure what this is going to be, but I don't think it's going to be a series of small projects or a bunch of small things that I'll get to","I can't tell you what I have to do, because the way the industry is working, that's just not something that is going to be possible. ... The biggest i","I have a weird kind of depression, I don't know, I don't see myself as depressed because I'm not suicidal. I'm not on any meds, I'm not in therapy, an","we've got a problem with the hospitalization, because I think that's like, I mean, we've had a couple of patients and some people are, you know, just ","a lot of this stuff is going to go away. I've been a little bit more focused on the process of helping my own mental health and making sure that my ow","I'm gonna take care of some things. I don't know, I got a lot of stuff going on. I'm doing my taxes, so I'm going to take care of all of the","And I'm gonna start with my first session. And then I'm gonna have a session at work with some other people there and then I'm going to do some of my ","and that's not good. I was like, I'm just gonna get in and work and get through the day and then work on that, and then maybe work on that on the week","So I've been having trouble with my job because they haven't hired anyone since I've been there. I just don't know. And, I have a friend who's a finan","my life, you know, I'm in this... I'm in the last month of my... I'm on maternity leave, but I'm still working... I'm going to do a lot of","I don't know why the school board doesn't like us. They like us. We're not bad. We don't get our own budget. We don't even have our own budget yet.","you know, it's very frustrating, and I'm trying to get it done. I mean, I've got so much work. You know, it looks like it's all in a bunch.","I'm thinking about the house, I'm thinking about my dog, he's a little over a year old. He's a big, beautiful dog. We bought him from the pound and he","my dog's getting her own dog. So I'm just gonna have to start thinking about that. My dog is getting a dog. So we have to start looking at that. I hav","okay, so I just thought about something... you know... when you get... you get older... I just thought of, like, old people, and the, you know, like t","and we're just like we're in this life cycle and we've got to work to get to the next life cycle... you know so that's we're trying to do... and... an","yeah, that's one thing I think, you know, is one thing I know that's been really interesting is just talking to a lot of different people, you know. T","so I've been thinking about you know, I think this is my third or fourth time to go through this, right? And I'm not sure if I've been able to see the","I wonder how many years it's been since we last saw the moon... since we've even seen the moon. I mean it's like it's been decades since we've been up","so there's all these companies that have been founded because the idea of blockchain came out and there's like thousands and thousands and thousands o","and then, of course, all of these people that we know on Twitter and Facebook are like, 'I'm like, 'well, okay, well, that's interesting, you know, ma","it's funny, it's like, it's interesting that this is like this is, this is, it's this is, what is this? So what I'm really trying to do is like","[laughs] So that's why they have the first half hour and then they have this half hour at the end where they actually write down their thoughts. So, t","And I was thinking about a client of mine that I had, that had a major issue where he had a lot of clients, he had a group of clients. He had a bunch ","and they're going to make us all get in line and line us up like animals and we're going to be working on the farm, and then we're going to go to the ","a lot of that data is what they want to know. So we're all the way down to the level that they really want to know and they're just starting to figure","I'm gonna have to buy a new phone for my kids because this one's been really old for a while and they have had the old iPhone, and there's only two wa","I'm getting really bored here. You know, we're sitting here watching this video about this person, and it's kind of, I'm just kind of bored here, you ","I'm like, we're gonna, we're like, we might be able to get into the school that we want, but it's going to be like, it's not really the thing you","and we were like, oh, you know, it's funny how all of the data is right there, it's like all of our data is right here. Like, it's it's kind","I've had a little bit of a rough week here at the lab, just in general, but I've been working on some projects. I've been trying to learn more about d","I was trying to think of some words, some other things that might be related, and then I realized that I was already thinking about this problem that ","I'm thinking about my favorite places in the US, which I've never been to. So, I'm thinking of places that are very far away from where I live right n","So I'm going to be looking at that in detail tomorrow morning, I'm going out to see the state of the art on that, I'm trying to get a feeling for how ","so I'm going to read this and try to sort through the key points and the main arguments in the paper, and see if there are any things I can see, which","so this is like a list of things we've done and like, this is like our current list, and the list of things that we're working on right now. So it's l","okay. So. Let's say that I've got a very long project, right? I mean, something that has a lot of different sub projects. And maybe there's some overl","the last two years have been very difficult for me, and that was because we were working on a very difficult project and that's why I started to feel ","the third law of thermodynamics. There was something that was always missing from it. That it's about the whole system, and how does that relate to th","And I realized that we are actually in some kind of a physical reality, we can't change our reality. So, we can only do what we want to do, which is t","there's a lot of stuff in our brains that's just like a bunch of little nodes, and there's a bunch of connections between them. It's a little more com","so I'm trying to figure out how to think about this, and I'm not sure I know exactly what I'm thinking about, but it's something about being a writer ","and then we'll have to do a lot of things to get everything into order. So that's kind of a big picture view of what I think I'll end up doing in a ye","I know, the other day, I was thinking that maybe if I got up, I could write it down, maybe some of those ideas, just like if I want to write a story, ","And then I had to figure out what I wanted to do with it, and I ended up doing the same thing with this stuff where I'm like, what's the main thing I ","I think there's a lot of, I don't know, I was thinking about the importance of being able to communicate, being able to share information in a way tha","and, that is, yeah, I do think I can work on that, though I think the difficulty might be that, you know, I need to do it in a way where it doesn't","and then we see what kind of a world you're going to need to live in. And it seems like the only way you can build a world that's more intelligent tha","I was thinking about...I mean, I have this, I have a feeling about how to do this, but I've never thought about it in terms of actually implementing i","The idea that it could be possible to take a really large scale, like the universe, and actually do some math on it and get meaningful results. If you","it's like the sound of a lot of things that you know, and that you think about, and you have in your head. So that's kind of like the sound that we he","so you are doing 360 degrees of rotation. And the axis of rotation is what you are looking at. So the axis of rotation for this is the vertical axis. ","I'm thinking about what you said, you know, I was thinking that you said, 'I'm gonna be really happy when I get that promotion.' And I was like, 'Okay","And then it's like, then you need to have the, then you, then you can go on, you can go to the, the next, the next place you want to go to.","I'm going to write about this. Okay, so I've got a really good idea. So let's try this out. So let's say you're a very good artist. Let's say","and the other is like that, that's like the other one is a, you know, when I think about that I think it's a 120,000 square foot building","I can see how that might be, and maybe the most likely, most likely thing is that, it's going to be a big, uh, big, big event that, that I, I","I've been thinking that there is a bit of a divide between the actual experiences and then how we talk about those experiences. If you think about for","I'm sitting on the couch, it's warm and comfortable, and I'm typing and I'm doing a bunch of stuff and I'm writing a paper on, you know, the effects o","and I've got my daughter is 11 years old now. So, we've got a lot of fun things that I do. I know a lot of people like to do what I do","a lot of things go through my head. And the one thing I notice is I can't think of things in the present tense, or if I try to, I have to go back to t","And what I'm gonna do is I'm gonna use this time that I have to practice what it's like to have this disease. And so I'm gonna start practicing it. So","uh, I think that there was something about uh I don't know, I think it's something that was very, you know, very much I guess like, I don't remember l","we're going to talk about the internet, about the internet as a concept, and it's going to be the first thing that pops up is a lot of the discussion ","this is kind of weird... I feel like I'm listening to some sort of weird story... it's like I'm just doing this... it's weird... like... yeah... and t","the thing with the chat is that the other person you have to have, I don't think anyone is actually watching the chat right now, but I don't want to m","I think we can model that the idea of this whole thing is like, we're gonna take a big block of metal and we're gonna cut it up and then we're gonna b","but you know, I just had a weird thought. So I have to be careful when I use like a big enough sample. But it's still just a big enough to see if it's","there is a lot of ... there is a lot ... I'm just ... I'm writing a book ... this is an interesting ... this is ... I think we have this is a pretty g","and the reason we don't see that as the top is that there's not enough evidence, right? And you could also say that the other problem that we have wit","this is an example of an experience I've had. I remember sitting in my office, my brain was kind of being filled up with the word, 'experience,' and t","you know, I was doing a bunch of calculations about how long it would take for the human body to go through all the steps of the water cycle in order ","I'm trying to do some calculations here. I'm trying to figure out how much time it is taking to make each iteration. So that's a fraction of one hour,","and it's a new record, so we know it's got to be good because the new record is just released, and it's got that new music in there. We'll get into it","yeah, but that's the thing with the thing, like, yeah, it's, it's this, it's the, it's a, it's like the, I mean, it's","so i know i know that my father is really good at it like he's like really good at like he's very good at this, but he also has a problem with like wi","and I think it's going to be a lot of the same things. Yeah. So it'll be a lot of people looking for new information or something like that. It'll pro","I remember... I remember my time in the army. And that's really... that's a really important part of my life. And I've had the... the good part of it,","the last thing I remember before going to sleep was being very active, and trying to catch a whale on the ship. It was very, very challenging. You had","it's not a lot of fun if you can't afford it. Right? So, like, I could do that, like, as an employee. Like, I could work for a company that","I'm thinking about what's going on right now. And I'm trying to figure out how I can help you. I think it's probably pretty important to talk about ho","I'm thinking about what's happening in the world and the stuff that I think about. I think about climate change, you know, it's a big thing in the wor","I don't know, I think there's a lot of different things. Like, you know, the kind of the type of AI you're gonna have, whether it's like you know, mor","I just wonder, is there a limit? Because I was thinking, okay, so, if I was to look at the actual, you know, like the physical dimensions of the human","and that was that. Okay, so we're not gonna, we're not gonna have an 11 o'clock meeting. So, you know, that's how you're gonna figure out your","ummm. Well, so I'm going to be sitting with you here today, umm, talking about, I guess, the sort of, well, how I like to do it, which","I am curious how the future will look. What's happening right now. I have an idea. I'm looking at the chat window. I've been here for a bit, and I'm t","yeah. There is a lot of, there's a lot of debate, and it's always been kind of interesting for me, it's been kind of like, the political science persp","yeah, I'm wondering, is this gonna be a long session, or what? Because I haven't done this in a really, really long time, so I don't really know, but ","and, you know, when you think of the number of people that are that are getting off of prescription drugs, or getting off of certain kinds of prescrip","I'm going to the gym, and I'll be doing some pushups, and I'm going to be doing some pullups, and then I'll be hitting a lot of weights. And then","I wonder if this will work, it's really strange I was working on the idea of taking a break, like if you have a bunch of projects at the same time, an","I've been thinking about that thing about the electric vehicle battery, which I don't know too much about. So, it's just like, if I were to get one of","and, yeah, you know, there is no, you know, if I want to change the, you know, the way that I approach the world. And I'm more, you know,","so that's not very efficient for a business model. I guess there are ways to do it, but it's a lot easier for the company to have some kind of central","I've been thinking about the new release of the iPad Pro. They just had one that was 9.7 inches. I think it's going to be 11 inches. I wonder what","And then there was the, there was the thing about, when we're in a situation like the one we're in, like in the military, where we can't really commun","I'm in the office with a colleague from work. We are in this very nice, spacious office. We're talking about this new product, this new product that w","I mean, like, if you think of this, when you get to a point where you don't really know how to fix the problem, then you say, 'Okay, well, let's","yeah, okay. So I guess what you're asking me is if we're looking at the problem from a scientific standpoint. If you're a scientist, if you're doing s","[I] was thinking about how I was trying to sort of make some sense of what the world was like, and what was in it, and how it was going to be in the f","[1] a lot of people have really really really really strong opinions on things and they just don't even care if you disagree with them. And they just ","I'm not sure that we have the best tools to figure out the most important things about people, so I think we should invest in getting more people, bec","and I remember that the people that do, if they have their own power grid, are really the first people to start building power grids. Like, you know, ","this is not about me, this is about the other person, it's about how this thing will unfold for me. This is not me. I'm just a human resource, right? ","I think I'd like to study that... but it's probably going to be quite a long time until I have that data that's available to me because of the pandemi","... you can't tell if someone's a good person just by their words. People can say 'I love you,' but that doesn't mean they are. It's important to look","It’s also true that if you can find a good, a good, I’ll try to do something. And this is kind of like it's kind of like a good thing, so to speak","it's not about the cost of a ticket. It's about the total cost of a project. When you're trying to bring a new product to market, the cost of developi","I'm actually a very... I'm very glad that I'm in this position of not knowing that my next product will be a good product or a bad product... So, that","I think what would be most helpful to me in this job, for example, is some training in data visualization, because I think that a lot of data is comin","And I think about the ways of learning. So, you know, I think about this idea of learning that happens to us in the process of working, but also the w","so I just think about some things that I want to do for this particular group. Some things that I wanted to do that were kind of short-term in the fir","and I wonder if, you know, I think about, you know I'm not sure if it's fair to say I'm an early adopter or I'm kind of a late adopter,","and I don't know, I don't think it's just the number of people that are in that particular group, but you know, and then there are many other organiza","my kids have just gone to school today. And I was thinking about how, when you send your kids to school, they're sending them out into the world and t","I think there's a lot of confusion. I don't really know what I'm talking about, because I'm a science student, I'm not a teacher, so I don't know what","the way that people think about that is that they don't think about the world as a place. They think about it as an opportunity. That's why they go th","so the idea is that the state of mind, the mental state of an individual, can be measured based on their brain states. So it's really important to do ","I was reading a paper about how, I think it was, the United States, and then the British, were able to get more than 10% of their energy from renewabl","And I can do this, and I can make this happen. And so we can come in a position where we can either increase our understanding of these things, or we ","and it's a combination of those things, where it's the ability of the human being to be able to combine information from different sources, different ","the thing about this is that there's no...I mean, there is a point where people have to learn a language, but that's not the same thing. And it's not ","Okay. So, in general, people are motivated by two things: intrinsic and extrinsic motivation. Intrinsic is about the idea that I do this because I wan","and what's going on for the patient, or the client or whatever? What's going on with that, in terms of, um, what's their, what's the role of, of the","It's really like a stream of consciousness. And so I'm going to do that for a while, just let me talk in whatever order my thoughts come to me. And th","[T]here was a little story, where there was a father who was going through his daily routine and, [unintelligible], his children came along and [unint","this is all, and now this is just an idea. If you were to make an effort to bring a group of people together and create a social organization that was","there's no doubt about it: we are all under the influence of a government that is, for the most part, hostile to the democratic system. I know it beca","I am not interested in doing that. It would be an incredible waste of time to me. You know, we're going to be in the position to have a very large amo","I'm the guy who has to know what he's going to do and how he's going to implement it. This is a very complex world and the things that matter to me an","we have to have more education, because I mean, we have a lot of people who are not very educated. We have a lot of immigrants from poor countries. An","I am very concerned about the climate of this country and what it's going to take for the American people to see that it's not fair and that it is goi","I see this is a very serious problem. This is a serious problem, because if the world, if the world goes in this direction, we will have to start wars","I'm not going to say that the United States is the only country that is at fault. I'm not a one size fits all solution, and the United States and Euro","this is what we're going to do. We're going to get the new generation, we're going to teach them the new language, we're gonna take them to the United","this is going to be really important for our country and for the world, is going to make us a real superpower. So, what we're doing now is to bring to","So, there are a bunch of different kinds of companies that you have in China. The first one is the state-owned companies. The state-owned companies ar","this is where we are on the continuum, the other end of the spectrum, being the same thing, the people who have a very, very high level of stress and ","the first thing that came to mind was this, and then we talk about how we're going to talk about the conversation, because we've just had a conversati","it's like an emotional, you know, let's say, the US economy right now, you know what I mean? It's in a crisis and I think the people that are involved","we have a real problem. So what do we do? We have a real issue with a real problem right now. How do we fix it? So what do you say? Yeah, I think","and I don't want to be the kind of person that is a big deal when people see me and they go, 'Oh, hey, this person is, you know, they've been around","there's a lot of things I don't like about what I'm doing right now. I don't particularly like that I'm dealing with such a large project, and I've go","The idea of a new international order, what they're doing is, is it a good idea for the United States to be involved in, in that, that type of thing? ","I have a friend who was, in a way, like me, was an immigrant, came from a culture in which you're very much like the people around you, where the gove","And, yeah, that's another interesting phenomenon. I can't imagine that that would be different from the U.S., but it might be different from a lot of ","I'm gonna go out to lunch with the group of women. And then I'm gonna go to a conference. The group of women are going to a conference in Albuquerque.","the [national] government is going to have to do some serious restructuring of the executive branch. Because it's not working. The whole way they're d","so it's like a conversation with an alien species. It's just like, they're not going to say anything that you understand in your normal frame of refer","there's this big fight that's going on between the Trump administration and the Chinese, right? They are accusing each other of intellectual property ","what's interesting is, there is a lot of conversation about, oh, we can't get to the point where we can get, get all the people from, from, from the U","It’s not a bad idea, I’m sure. But I don’t know, that’s just a terrible idea. I don’t see how that helps. That’s going to make all of us","and it's not very different from the way a lot of countries are thinking about it. And there are a lot of people who are concerned about the possibili","the point of the discussion of the question of, uh, what it takes for the United States to have an effective national security, uh, system or whatever","the thing about the coronavirus is that the world's just not in a good enough place to handle this and the only reason that it's not is because we're ","the way the government works, there's a lot of people that are interested in that stuff. I know it's a bit of a mystery, the way it works, but I know ","I've had this kind of thinking process that was not always in my own control. I've been on this trip to the middle East a little bit and I've been loo","the fact that you're not making a commitment to the administration, and this is a great thing, right? I mean, that is really a great thing. We don't h","a lot of people are talking about the ability to change your mind, like the President said you can change your mind if you find that it's no longer wo","The next day, the next day, I'm going to make a list, because it's a problem. It's a problem with a lot of people that have no experience, have no exp","I think I don't like the idea of getting people that don't want to participate, who are not willing to be vaccinated. I think that's going to be a big","and I had the impression that my body was not responding as I had hoped it would...and that this is just a sort of a cultural illusion...where the wor","[w]hat I want to say is that I am not the type of person who wants to go into a conversation or talk about something like the way I see things. I want","the big thing for me is, I'm the parent of a child who was diagnosed with autism. So I have to think about what does autism mean for the family, what ","this is actually the time that the best ideas seem to emerge. I'm going to give the audience a little bit more time to come up with their ideas. If th","you have this whole... this... this... is going to be a hard problem to solve. The first thing I would suggest is that you would have to be very open,","it's actually in my mind, I don't have a plan for the future of this company, I don't think there is a plan for this company. I mean, I know there's a","I think we've seen a lot of really good data over the last few years. So, we are still not doing a lot of very good data. I think it's going to be a c","and then I'm like, you know, I'll take a break and then I'll get back to it. I'm like I really don't think there's any need to be concerned about the","we got a lot of work done and, you know, I think the last two or three years have been a huge win. It's been a huge learning experience for us. And I ","I'm looking at the book. And I've been thinking about this, which is something that I've been on my mind a lot recently and that's I was talking to my","I'm gonna look at some more stuff in terms of the evolution of the universe and what we understand about it, and just sort of how the universe is chan","[I'm thinking] about all the things we've done in terms of our social media, and what we've done there, and how we've changed. I'm going to get some o","so that's just how we'd get to a solution that we really wanted to achieve, which is just for the people who are going to be the majority of the users","yeah so I'm on a kind of a journey at the moment, a lot of uncertainty about what's coming but I think we've been quite resilient. I think we had a re","so it's a bit of a problem in terms of how much time they're going to spend with us and I think a lot of the people that are going to be working in th","you know, there's a big difference between the people who are like you and me and the people who have been involved in a lot of different aspects of t","there are different sorts of things that are in the world, and I'm going to look at a few of them that are particularly important in terms of the way ","I've just been looking at the report of a woman who was convicted of murder and was exonerated based on DNA evidence. And DNA evidence is not foolproo","I'm a psychologist. I'm doing a lot of work in the field of mental health. And there's a number of things that I would like to get a handle on with my","I don't have a problem with that. What I have a problem is with people who are saying I'm being too harsh because there's no real research that has be","I don't think the results are good, but the results are...are good. It's good enough. I think the results show, they're good enough that they're going","and then I'm kind of like, OK, well what would it be for the world? ...So I was thinking about...about maybe I could even maybe there is an opportunit","we're in an experiment to try to help people, so we're going to figure out what we can do to help them, and then figure out how to help them. How are ","that the central nervous system is a quantum system. There's a lot of work in quantum information, quantum computing, quantum computation that's being","and then, I know I'm in a meeting, I don't know. And then, you're just talking and talking and talking, you know, about the idea, right? And you're","and so you're like, well, you know, the good thing about a robot is that you don't have to worry about their emotions and how they respond to you, lik","So, it's the one that's out of range. So, you know, it's out of my range of control, and I can't do anything about it. But I'm just thinking","there's some people who are like, hey, the first 10 or 15 minutes are good. And then you get bored, you kind of like, ok, I'm done with","so it is, you know, it's an interesting thing because if you look at, you know it's interesting, you know the way, you know I guess I'm not too surpri","okay, so there's, there's a, there's, like the like, the, the, well, the, how do I even say, like the, I guess like the, the","and that's, that's interesting because I guess that the reason I was asking about it is because I was trying to understand. You know, a lot of people ","so I'm thinking, you know, what's the most efficient way of running a company, I guess, right? And, you know... I don't know. I mean, you have a","and then he had an idea, you know, the way that they do. That's not what I mean. I mean the way they think of, like the way that we're thinking of thi","and the thing is, like, I've been a manager of a retail company for years, but I just can't really apply the principles that I learned as a manager in","you can have a thought and you just feel like, okay, it's important enough that I should say that out loud. Then you just kind of say it out loud and ","and then I have this image of, like, this one lady was wearing a blue skirt. She's wearing a blue shirt. She's a lawyer, and she's sitting with some c","I had a dream that I was in an elevator, and this was like, I'm in a really old elevator. And it was just like, it had the metal thing that was just l","I just kind of took the, I was kind of like, yeah. Yeah. I'm like, I just said, well, I just got, I got this this kind of, like I","so that would be the answer. It's actually the answer, the correct answer. It is that the correct answer is a number of things. There's a number of re","yeah and the other thing is the other thing I'm worried about is that we're trying to create a little bit more of a personalized approach for this gro","I mean, I'm like, I don't know, like, how you do that in your work or how you do research. Like, what's the process you go through, because I do","there's a lot of different kinds of things that happen. They're going to happen because of the fact that I'm in an online learning environment, which ","yeah, I mean I I was I was working with the FBI at the time and they have a whole bunch of training. I'm like, I don't know what it's like to be a","So that would be the main challenge with a lot of these kinds of experiments. You know, the software, the hardware, you know, the algorithms that we'r","and then the other thing about it is that I don't think that we ever want to have a situation where you are relying on one individual in a system, bec","so I'm thinking about the problems of the world... there are several problems in the world, so let's make a list of them, just as an exercise. I'd say","but I don't really want to do that because it's gonna make me do a lot of other stuff and it's not really fun. But what if I just take that time and m","so we can, we can maybe try to maybe do some, you know, like the, like the same thing for, for, for our own organization and see if we can kind of see","and that was like the most amazing thing. I mean, we don't have to have our own... you know, like, I mean, I have a lot of my own personal biases, but","and then I remember the time I was at this guy's house, who I was studying with, and his daughter was a sophomore in high school. She was very close t","So what I'm thinking, there's a lot of people who have said the word, well, you know, there's other countries that have gone through that. And that's ","okay, so I had a class with the professor and she's giving a presentation, and then she'll just sit down and ask questions and then I was thinking, 'w","I mean, so the two options, one is to create a new company and have it be based on the existing company, or to have a completely new company. And I'm ","so if you look at the most basic, right, so we have the, I guess we have the original, the, the the the original and then the modified, right, and the","I'm not sure whether my answer was what you were asking. I think we should just take the problem and the answer and break it down and do some analysis","I don't know what I'm going to say about this. I think what's probably going to be the best thing is I don't think we're going to be able to talk abou","[t]houghts are very important, I think, in a lot of people. And they're very important because the brain is a very powerful tool. And a lot of what we","I think we would have done better to get into a data science program in the US, or even a computer science program, where you're actually learning how","that's why we can't solve this problem...because the problem is, the problem is not one of the right way to use the computer, but the wrong way of the","so I could say I had a problem with the thing that I was working on, and I had a deadline, and that was going to take more time than I had available, ","[the] idea of a mental framework. So, the mental framework, the structure is what the computer science people call the data structure. And so, the dat","uh, no I don't think we've been through that in a while, but that's the same idea that you know, there is a a more general type of research in the cog","and there was this big thing where you have like an internet explorer and you have a tab that has a website open, and then you have a second tab where","[I]n a way, you have to have a good education, to have a strong education, to understand all the nuances of the problems that you're trying to solve, ","so that's kind of cool that you're allowed to do that, it's also kind of weird. It's like you're trying to understand how a brain works. That's why we","and there were a lot of them. They were actually, I don't know, they were actually a bit too good. So, I felt like they were good enough, I should hav","there's a lot of stuff in the back of my mind that I'm not actually fully aware of, but it's there and it's also sort of like a habit, so it's somethi","I'm gonna be talking to a friend of mine tomorrow. So, I'm gonna talk to some guy and then I'm gonna ask him, like, you know, I'll say, 'I","And I'm not sure, I don't know if it's true, but I heard this person who works at the university, and he said that when the faculty came and interview","it's just... I guess, I just have to... I need to figure out... I don't think this is a... I don't want to make it into a business... I don't","I was thinking about, you know, a little bit about my life, the kind of stuff that I like to do. Like I like to learn about the world, and I like to t","my wife, she just asked me for a coffee. She's not in the mood to cook. She said, she just needs a coffee, she can go to Starbucks or she can do it at","I'm like, oh, that's interesting, it's like the moment I saw the idea of like, you know, like, like a super hero. Like I just think, like I'm","just have a sense of how do you think about it? What do you do when you have to take a break from your day job and go on vacation? Because sometimes y","okay, so you're like, what you're like what is the term? Like the person who's the most like you would be someone that has the same kind of thinking p","we talked about, I remember I was thinking about the past tense and the future tense in English and I think I was like, and I think there's a certain,","So I have a list of stuff that I'd like to do. So I had some new year's resolutions and then I forgot. So I was like I don't know, I guess I don","the main goal of the project I'm doing at the moment is to implement the algorithm and then I'm going to do the actual experiments and then analyze it","And, I'm in the kitchen, and I have this huge box, this like giant box of ingredients. I mean, you know, and I'm like, okay, I'm like. So","yeah I don't know, I mean we had this discussion, this problem that we're having, it's really like a lot of stuff I've seen, there's some other issues","I'm trying to figure out what is the probability of my winning if I buy two tickets. That's it, it's done. What is the probability? This is not a lot ","It's like when you have the idea to go to the store, and you want to go to this store, and then you have a plan, and you say, 'I'm going to the","I know that, like, I don't know, if I'm going to see a doctor and they do some lab work, if I get an antibody, it's like a month before I'll","so I'll need to use up a whole bunch of memory, probably a whole bunch of attention, probably a lot of time, but also a lot of cognitive load in order","oh yeah, and, and the last part of the movie that we were watching was it was really interesting because it was about some, some, some kid who was who","I mean the main thing here is we're talking about a lot of these questions that we're asking in the first place. They're the things that we're talking","and then you go back to this kind of thing that I mentioned to you before, the like, the, the, I like to have my data as I call it. That's kind of an","and I guess I was a lot younger, and I was probably at a stage where you could tell a lot more about your own career choices and such like. And I was ","I wonder, what is the difference between this and some of the other techniques that we've been doing. I mean, is there a difference? I don't think the","I remember a few years ago, I had an interview at a company called Facebook. I was actually, I had some questions about it, but then I was, the job wa","I've been thinking about the importance of making sure you have a good foundation in the basics, right? Like in this case, it would be that we have th","I was a little bit surprised at the end of my first session that my score for the anxiety and depression scale was high because I had had no clinical ","and then they're not thinking about the same things, you know, and then they're kind of not really like working in teams, like what we have in, you kn","And this is why we are going to be getting rid of the 1099s and the W-2s, which is what's going on. That's what we're going to","a big issue I was concerned about was the way I've been trying to find a way to make our systems more efficient. It's always been a concern for us, an","a lot of the work that we do, for example, with the large companies, you know, is around helping them develop their internal innovation capabilities. ","my current job I have been doing is in the software engineering world, and it's kind of been a good experience for me. I'm a senior engineer in the co","it's not a good idea to take a day off without a good plan behind it. I need to work out my schedule. I can't just go home and do whatever I want, or ","that's right. I was on a couple of projects back when I was at Facebook. I was like a senior product manager or something like that. And it was all ab","and I'm working on a new thing with the government, the federal government, and I'm trying to figure out if we should be able to do this in the public","we have a lot of stuff that's in our community that we haven't done anything about yet, like our own budget, our own spending, our own planning, our o","I was really excited because I was getting ready to go back to work, I got the opportunity to come back to work at a place called... I don't remember ","[T]he problem is that I think I'm going to have to work on this for the rest of the summer, and that I need to hire someone to help me because I need ","the project, the project that we had, we had been talking about, how we wanted to have a project, a project that would involve our, you know, a projec","I guess I'm going to have to do something with that. And I'll have to pay it forward. I'll have to. I'm going to pay forward to the people in my indus","a lot of things in life that people make up. They make up these laws. The government is one example. The government makes up laws and they get passed ","yeah so... so I'm here right now. I'm in New York, and it's not working out and I'm in a bad mood. I think I'm going to go home. And","it's a weird situation, right, so the first thing that comes to my mind is you know, as as a mother and a parent, you're you know, you're trying to do","I guess that's why I love this part about it, though, because there is something that's a very human, very human, something that is human, I'm thinkin","the idea of getting to know ourselves. I think the idea of having more empathy is the most important thing, which I think is kind of a part of self-aw","a bit of a new perspective on some of the ideas. And the last book I read was like I was looking at the world from this perspective and seeing a bit o","a lot of people have a lot of opinions and they can be very smart but if they are not very good at communicating it, that's a big problem. A lot of pe","I think I have to be careful when I do this kind of work in the future because I don't want to end up in situations where there's no way to make sense","And then I've been thinking a lot about the fact that I have the experience of being an insider and outsider at the same time. It's like when you're w","so, like, the kind of stuff that I've been doing and I've been thinking about as a way to connect my research to my practice, and I've always been int","the main thing here is to, I guess, be in touch with the feeling that I'm going to do it. Like I'm going to work hard. I'm going to make a plan for","what I mean is, how are you going to tell if something is, you know, how can you, how do you even get into that, because it's a hard thing to even to ","this is how I imagine a brain would look, I mean, it's like this is like a sort of like a concept of a brain, you know, it's not like a computer, and","you know, my father is going to give a talk at our faculty and I was thinking about how, you know, what I do and I am a person that likes to be part o","the brain is a machine that can be put in motion to think about things. And when you're doing that, it's doing things that are useful to the human exp","I have a mental model of what I'm seeing out there and I think I can represent it. So it's not so hard to make predictions. If you don't have a mental","I know that I would say I would be more positive if I was, but I would say that I've had to make compromises to get to where I'm at. So, if you look a","And you have to make sure that the data is... you need to be able to, I mean, for example, if you are trying to make the machine, like you said, or if","and then we just have to follow that and see how things unfold and we need to have a good understanding of the data, a good understanding of what we'r","so I can see, the next step is to design the environment and so that's really to design a data schema, something that you can input in to the system, ","and also, just think of how I've been using, you know, different technologies over the years. For instance, when I started out as a researcher, I woul","and I have a sense of being, like a young student, getting the picture of an idea that is big. You know, I've been thinking about this, and I've been ","I'm trying to do some kind of research on how the mind works. I'm trying to understand how the mind actually works. It's not really easy. There's a lo","I was thinking about the way I do science, about the way that my field, computer science, is organized and about the way in which it has evolved in th","okay. This is kind of a weird question. Why is the air inside a car different than the air outside the car? Because of temperature, right? The tempera","So the question of whether we should be able to do this or not, we have the question of, if you have a model of an individual, and that model is basic","so, I'm thinking, a lot of these things are hard to think about. Like the problem of free will. Or the question of the existence of God, right? These ","what was the point of this? To keep me engaged, to keep me in my place in the laboratory, in this chair, in this space, to keep that knowledge that is","we need to do a little more thinking here. I have the feeling that the subject of 'what is it that we are talking about' is something that is actually","I think it would be a useful experiment to have the same two participants go through the experiment, the same two people go through the same experimen","[the] thing [that] I [thought] was a problem, I don't know if it's a problem for you, but I thought the [thing] that I had [in mind","so it's like a word that we have in English called a word and it is like the abstract form of a concept or a category. So, it's kind of like a word, w","and they're all being thrown at me in a certain way. So, you know, this is sort of how I think about this. So, it's very, you know it's not,","the thing that comes to mind for me is I was watching a documentary about how our brain is a kind of a computing system. So the brain is a computing s","well I guess I can use it for what's called a Bayesian network or a Bayesian belief network, so a Bayesian belief network is just a very simple, very ","the question is how much do these methods do you know? I mean, the question is, how much do you know about the methods. I know how much do I know abou","okay, so I guess I'm trying to sort of understand what sort of impact that had. I know the impact was pretty large, but how to quantify that? Because ","and then we could, uh, we could use the same, uh, uh, same, uh same technique that's already used to detect, uh, if the signal is out of bounds. So","(pause) ... And that would be the biggest challenge is to have this algorithm, which has all of this data in the back end, and the front end would be ","And then, so then the idea of what happens at the end of the world is that there are a number of different paths and these are not mutually exclusive ","And that would make a lot of sense in the sense of the the the way that you have to actually look at things, but then it becomes a problem in terms of","and I think that this is actually quite interesting because it's not just one, it's actually multiple processes at play. And you might be familiar wit","you know the, you know, the things that happen in a story, right? The thing that happens in a story is that something comes out of a vacuum, right? So","so I'm wondering how we're going to get this idea of what's going on, because I think we're going to be looking at a lot of different things. The firs","and the last time it happened is the other time was when I was working at a university. We were doing some work on, uh, the same sort of thing, but we","I think this is like a lot of people I know who are doing things like, I'll go to the gym, and it's like, they're like, oh, this is not working for","I have a problem with the first one, that they want to sort of combine the different areas of expertise of the team. That's going to be a big problem.","my children, so I am like the next one, we'll call it a time series analysis, and I have to do this every month. And I'm going to give it a different ","my brother is in a car crash and he's unconscious... I don't know whether it's going to be a week or a month... but he's going to need to be in the IC","I'm not sure I fully understand your question. I guess, in my mind, the ideal, like any ideal, is a thing that can't be fully realized. The ideal woul","it's like, yeah, so we need to get the most amount of information, we can do that by, I don't know, by trying to get the best resolution out of each o","it's been quite interesting, trying to make sense of that. And you know, there's a lot of different things that are happening, and you know, we can ta","it is very important to have some kind of training, a way to do the training. You have to have some training, a good way to train and the more sophist","and what I'm going to do is try to look at some of the things I've been thinking about. The one that I've been trying to work on for a long time is ho","well, in the 50s, I think it was, my father, he was a teacher, he was always interested in social work. He was a teacher. So, I was very","you know that that's what the [researchers] are interested in. They're interested in your thinking processes, the thought processes. They want to see ","and this is the same thing as that, but it's like, well, that's, that's a good example because, you know, one of the problems that I've had is with th","uh... uh... okay, okay, what do I have left to do... I guess I still have to take a couple more, like, do a couple more problems, but you know, but","and then I think I'll get a piece of paper and then I'll go home and I'm going to write all of my notes down to see if I can actually get a good grade","and that was it and then it was the 2007 edition which I think is the one that's got the best... the most stuff... I don't know what it's like...","this is a thing we talk about in the sense that we talk about how do you set up a company and then once the company has been set up and then you can s","so you know that I'm, I'm a big advocate of like a personal productivity tool or a personal knowledge management tool and I do a lot of that with Trel","but the only way I can think of to solve it is to kind of like write a function that just kind of reads off the first page of the first book in the fi","I have a lot of friends and they are all on Facebook... I don't know how much they actually have done. But I think the number of people that have been"],["I've got a friend who used to work for me at a place called the Kelsey Institute. It's a research institute down in Miami, Florida. He did a lot of wo","in the middle of this book, I remember I was doing something in the middle of a chapter, and I was in the middle somewhere, and I just can't remember,","I know this is all silly. You know what's going on. What's going on is that I'm not going to be able to get you the books that you want, and I'm going","I'm worried about my son and daughter-in-law. They have this baby and he's really sick and they've been having a lot of problems. They were supposed t","I am talking to you now and you can hear me and I don't have a phone with me so I can't get the phone to call the doctor and I'm wondering how that wo","the 9-11 [sic] happened on that day, and all those people were dead. And then my brother was killed and they told me, 'You don't have to come,'","I was thinking about what you told me. You know, my whole life was so far from anything I imagined. I just came up with the idea of this being a place","and then it was really nice. It was very, very nice. Very, very, very very very nice. That is good, that is really good. That's a great ending for the","I want to know what he had in mind, what he was thinking about. I'm sure that's why I got involved in this. I mean I'm a woman, I've had a lot","and I know how you feel. You can't even talk to anybody. You know how it is, right, I know it's a pain. You can sit here, you can talk to somebody","I just want to say one more thing that I haven't said yet. And that is that we should have a bigger problem. I want you to think of that as a real pro","it is like being on a computer... [sigh] It's a funny thing. You just sit there and think and you just see the same things popping up over and over an","I feel like I'm in a sort of... kind of a nightmare, like I've had. I have been dreaming for two days, I think, or three days. It's a horrible nightma","and now I'm feeling really nervous about this because I've only been studying for like one day. But I feel that it's probably not the worst case scena","there's something in the mind that has a bit of an influence on the body, so we know that the mind has an effect on the body. This is the case with de","I'm getting more and more curious as I do these tests because I'm finding I am very very bad at some of them, and I'm very very good at some of them a","I have an image of my dad... he was a very smart guy. He had a lot of books on his shelf and was always reading books and things. He was always readin","it's not only that. You've got the idea that you're really in charge of your life, and I think I believe that. I've always believed that. And that's w","So you know what I do? I was involved with a bunch of guys from high school. We were all in a band, a jazz band. That was about 10 years ago. We","I have a brother who's a lawyer who's in Texas. He's a real smart guy, and he has a really good sense of humor. He's got a couple of buddies at UT.","I have been reading a book about the American Civil War. So the Confederacy, right. That's right. Yeah, well, I don't know why, I guess I just assumed","and I'm looking at the the the the top of my the the top the top of the top of this building and I'm looking up to this building and it's so it's so h","I think that... the one thing that's kind of scary... about that is... that the people that are the most successful... in terms of... just... whatever","I am writing a paper on this. I am writing a research paper on this, and it's on this topic of what is the nature of consciousness. I'm wondering, wha","this is a very difficult problem because what I don't like about this problem is the fact that I'm not able to just sort of think of a way to solve th","but I don't really like them that way. So it's more like an open question. But there's an answer. You can make that. But you need to show it's true. T","there's an image that pops into my head which is the classic definition of a poodle. It's an image of a poodle with all its fur, the whole thing, but ","[I]f you think of a room, how do you imagine it? You might have a room that's a cubical box, where each edge is, I dunno, 5 feet","So I just thought of the fact that when you put in a new algorithm, there is a very clear time to do the new algorithm. We can see exactly which one o","you see it's just a little bit different than how we did this last time. The main difference is we're going to be doing two different kinds of things,","and so the process of discovery and then the process of analysis, where you might take the discovery that there are these two numbers, one, and three,","the computer and the mouse, and the mouse and the mousepad. That's the mouse. That's a mouse. The mouse is the device that you use to move the cursor ","It's not something that I'm aware of, but you're saying that the only way to learn is to go through these very tiny steps, right? And that's not what ","So now, you know that in any given time, 65 percent of the time the human mind is focused on something else. So the idea of a human mind, in order to ","so this is a very interesting subject. I just have to say I am really enjoying this session. I am really happy with the results, that is the first thi","Okay. So there's a number, 8. So if I want to write a number that is 7 times as big as that number, it would be 56. If I want","(20 min later) Okay. And now, what I want to do is to tell you about the area of the brain that's being active here. We are now going to try to locate","and now, so far, we are up to 1799, and there was a very simple, very elementary, very elementary question of this one here, that they did not really ","I have to tell you, I don't know what to do with this. It's kind of hard to tell what it is, but it's kind of like if you were to take the standard","I'm thinking of how we could use this as a test. ... Well, it's a test that we have for testing. The thing is, we could do this with the two sensors, ","that's right. I'm working on a lot of things. I'm trying to solve a lot of problems at the same time, but I'm not sure if they are even possible. They","... ... the idea of a universe that is really random, and then the idea of human intelligence, is to have a system that's random, and is not random, b","this is what's happening to my mind... this is the stuff that comes through and this is what the mind is doing. If you put it in terms of a Turing mac","So the thing I have been trying to do is to use the time as efficiently as possible. That's why the time is broken up into 30-second chunks. If I have","it's hard to tell what is just thought and what is just the effect of the previous action, because it's hard for the system to tell if it's an effect ","... I'm in the middle of something. I have an idea, and then I'm thinking of another idea, and I'm thinking it's not a great idea, but I'll make a sma","2 + 2 = 4, 3 + 3 = 6, 4 + 4 = 8, 5 + 5 = 10. This is the","[423] 19:04:30 [424] ... 0.4, 1.0, 16.0, ..., 1.","I'll need to write out the result of the calculations in my calculator, and then I can multiply it by the number of computers in the world, to get the","now I'm going to think of some words, like for a minute I'm going to write down 25 words that begin with the letter 'M' ... and so far I've got m","100, 200, 300, you can get the idea. ... 800, 900, 1000. ... So","I'm not really sure what's going on here, but I'm not sure. And I'm wondering why I'm not just thinking of all these words. So I'm wondering, if I tak","[this is the result of] taking a whole bunch of [numbers] and adding them together. So that's the first part, the first part is that. So the first par","there's 783 to 787 of it, 780 of it, so I think it's going to be 786. I'm looking at the table","10.000 years ago. And I was in 1972. And I had a dream about the 2080. And I said 207","so the 11th iteration is 383326 and 10th iteration is what is it? 38213836 and the 12","201. The 6. 202. The 7. 203. The 8. 204. The 9. 205","I want to go and check the log... yeah, let's go there... there's one there... yeah, I found it, but now the other one's in there... oh, no,","so you take a certain value of the system and you multiply it by the number of elements and that is the number of the system. But if you have a system","and if this is the case, then we should be able to construct a random graph from an adjacency matrix such that this property holds. We can do this by ","and the only way of doing it is to divide them by three. I've got 143, so I can say that the only way of getting there is to divide it by three.","I remember that the sun rises at 7:05 in the morning. ... But I think this is the only way to make the calculations. ... 57554 * 4","Now I think I have to do something with this formula. Now I have to work it out and I get this term. I have to replace all the x by 1 + y. And I","a rectangular hyperbola of radius 2 in a plane with 2D polar coordinates. (Note: the 'polar coordinates' are not the ordinary polar coordinates, i.e. ","then a million times 25. 125 million. It would take 2000 years of a thousand workers to write all the numbers in the universe if we use a base","and so on. Now I'm at the beginning of this. If we're at the beginning, and I'm at the end, then there is the point between beginning and end. We have","the first one that came to mind was the sum of the first 100 squares...and that is 101 50. You know that 1 2 + 2","oh I see, I see, yes, that makes sense, I see how you see that. I see how it goes on, the little arrows. Oh, you can see the whole thing from","3.00, 6.00... 8.00 hours. In other words: I'm sleeping 12 hours every 24 hours. Therefore: 3","so 0.25 and 0.50, how to compute that. You take 0.8 - 0.01, 0.4 and 0.7","and then I remembered the last time I wrote this and it took 5-10 minutes to type, so this might take a long time. The other thing is I need to start ","and I had the impression that the brain was moving slower. But that's only a thought, I guess, so I would have to measure that by measuring the time i","I have two 3x5 cards with the same content and same position. I can place either one on the top of the other, so the resulting height of the stack is ","okay... so we're going to do the whole thing over again but with 80 percent of the participants using only 20 percent of their memory and then we're g","and they don't know the names of the objects because we've never told them. I mean, we've given them labels for the objects, but those are the labels ","the thing I'd been trying to do was to think about the things that I do on my computer, and try to see if I could fit them into some kind of mathemati","the way a child will have a picture of a house and then he's going to have a picture on top of it of an airplane and he's going to think of a picture ","now i can use my knowledge of physics to calculate the speed of a moving object as a function of time. let me take an object with no net force acting ","so then I guess you take the square root of both sides. And I was just trying to think why it was that a minus a times a minus a is a plus a. But I gu","The first time I read it, I thought it was just a silly thing. It seemed like it was just playing with numbers, like a magic trick. And then it struck","It is a lot of fun to do a think-aloud study on the problem of time. When I try to think about it, I end up with all of these other problems, like the","The first thing I want to say is that there are certain things in life that can be described using one or two words. For example, the first thing is t","and the thing is that if the plane was flying 100 miles an hour, and I started the plane, so that it was going 200 miles per hour, then I would","the idea of a random walk is the sum of independent, identical steps, and the statistics of random walks are well-known. This is a little bit differen","and that's the point. Well, I guess that is the point of this example, and I can show you another example. You have some idea of this in terms of a th","I think they could also have a central value of 10 and a central variance of 1 and see that the variances in the two distributions are actually equal.","a little girl who is on a train. She is just sitting there looking out the window. The train is going across the country. It's a long train and it's g","it's 78 degrees out there. That is 78 centigrade. The conversion is 140 Fahrenheit, which is 40 degrees, or 290 degrees","I am in the dark now, a black hole. This is a black hole, the big black hole, there's no light coming in or out. There's no energy going in or out,","the brain of the universe, the brain of our solar system is spinning at a million kilometers per hour and it's got the sun at one of the poles, and it","234... 236... 251... 285... 298... 201... 600... 900...","yeah, well, I'm in my room. I'm laying down. And, I'm thinking. Well, I'm sitting down at a table. I'm looking at this, I've got","15 25 40 45 180 810 3240 12960 51840 20","and then I get really excited and I can't get away. I mean, you're just stuck on that screen, so you have to find a way to get away. So I figure out t","now I am not going to do this because I don't have time to do this... I can do this because it is only 10 seconds of work but I need to do this on my","okay, that's a little bit of a trick, but here's a little something you can do in the middle of the day if you're on a plane or whatever... you're not","I wonder how many seconds in the future do we have. I can't think of a way to tell. Let's say 60 seconds. Let's assume we have 60 seconds before","so this is how you do this. It's a little bit like that one, but then you start at the center of the wheel and you do all the other stuff and then you","[I think] there's this big red square that goes down, like this. This is the first one. Then this one is just like it, but the little corner bits go d","I'm going to have to go to the toilet, I'm not going to have anything in my head that's not a number, you know. 1.20, 1.3","So if you have 2500 people and you just want 30% of the sample to get the first vaccine, you do 750, right? And the other","I'll go and see what the kids are up to. The other thing, if we need to do anything to the kids, we will be at the station on the 23rd. And","it was a bit like the sort of thing you'd find on a slide deck, that they're a bit more of a more of a less... well, not less, but they're a little","I'm still trying to think about what I'm doing with this and where I'm going to put it, but I've already got it down for like 84 pages, so I've alread","I am looking at a lot of things and it's all been very interesting, very fun, and I have just started to think about what it would be like to start bu","I know why I'm here. It's about what happened to me after the party last night and what I'm going to do with my life and what I can do to help make th","And you're still having fun doing this thing, it's been going on for a while now, a lot of time. It's been going for a while, and you've had time to t","I just went over this. It was a problem with the last 64-bit integer. So it was actually in the middle of this and this and this. So that's kind of we","oh and also like the 3000 to 4000 and uh one of the things that i was thinking about and i think i've already said but it's kind of worth","I think that there is a way to get the information I need for each one of those things, but it is going to be more complicated than just throwing that","my brain is currently working on a bunch of different things. It's not really an order of operations. It's more like, oh, I want to work on this thing","like, a lot of people who don't use a lot of computers, they use computers, so I mean, it's like, it's kind of like, well, the internet is kind of","[T]here's the [unintelligible] that's already done, which is great. There's the ones that are going on. I'm having a thought about, like, [","it's like I'm watching like a movie of like... the person that's doing all of the work. Like... I'm seeing like the person that I'm watching the... I'","a lot of people on here who have, like, a lot of money, they don't seem to be happy at all. Like, there's, like, no one who's, like,","and I've seen some of the photos that I took over the years, and some of them are like, are not that good. And they're, you know, they're really not t","there was a guy that I met in a bar. He's like this, this guy is this, that's a really good one. I don't know if it's a good one. Like","and it's just a whole lot of things. It's just like there's no like one thing. You can just go down, you know. And that's the most amazing thing is ju","you have a new job or you're working at home or you're freelancing or something... like that's a great... I think it's a great idea. The reason why I ","there's no one for me to talk to. I mean I mean I know you can't, you know you can call my friends, but like I'm, I'm like really busy with a","umm, uh, i guess i've been thinking about what i'm going to do with my time when i retire, and it's kind of been a little scary i guess, because i'm","my body's on the ground, but my mind's in my head. It's hard to tell. My legs are still, I can't feel them. They feel cold. But I don't","I want to ask my girlfriend if I can date her for a while, and she's like, 'no,' and I'm like, 'I'll get back to you later' or something like","the first thing I want to do is go to the bathroom. Okay, let me go to the bathroom and take a look at the floor plan again, so that I'm clear on whic","[T]hinking of [a] [a] new product. Like a [a] product that's already on the [a] market, it's kind of like a new flavor of","the worst part was when I was driving and the guy just started to get into my lane without realizing it so I just tried to avoid hitting him. I was in","I'm working on a video right now. I'm trying to write a video script. It's about me having a conversation with a friend about me having to get some eq","okay so, I think, well I'm just trying to think of things that I think would be interesting, like maybe I could say, okay, I have this idea for this b","[00:00:49] I wonder if I could take an hour nap during this. [00:01:11] I wonder what I should eat for dinner","I'm currently looking at the 2024 Google Cloud Summit schedule. I've got an interview with my employer scheduled for today at 2:30 PM, so I need to ge","I'm a student at the University of Edinburgh in the UK. So, I'm an international student. I'm currently in my third year and I'm in my final year, but","so if you look at this, this is kind of my current view of what we need to do. But we want to start out with a couple of things. I think we need to cr","and you have a very good point there, because there is a very important thing, that you can also talk about that, that you actually can talk about tha","it's an important thing, actually. I remember my first day at the university. I was so excited and nervous about it. I was like, 'I'm going to do a Ph","it was a few days ago. It was my birthday, and it was the last day that I had before I moved. So, I started going through my stuff, and I went through","yeah, well, there's a lot of things that are going on in the world that we don't see in our day-to-day life. But you can just see the big picture when","and I've got this whole bunch of things going on with work and I'm just trying to keep my head above water and I'm trying to figure out what's going o","I got to think a lot about how I can kind of get my health in order in terms of, you know, because I, I, I just, I'm in a really weird spot right","so it's a good day today, it's a new year and I've been looking forward to this, to having a little bit more free time, maybe a little bit of a break ","and then, I was just in, I was like, I don't know, I guess it's something that's in the back of my mind, but I'm in a very good place.","so that's where the problem is I think it's kind of like a time management issue. So I've been doing a lot of work I've been working in the kitchen a ","we have a project that's going to be on the 12th of October, that's what we're planning to do, but I don't know if there's anything more to add to","I'm so excited to start the new year because I think I'm going to get a lot done. I feel like I'm going to do a lot of new things and get a lot of thi","So I just came from the meeting about the budget for this year, so that's going to be a very big meeting, so I think they're going to probably be pret","I can see this project going to the ground, I'm really worried about it because we're going to have to go on the ground in the summer. And then we're ","and the first one is for a new location, we're going to build a new location for a new place and it's going to be the location that we'll be starting ","what are the best practices for, like, how to write a code review. So like, what are the, like, what's the, like the, the, like most effective ways, t","my office is next to the 21st floor. We have a very nice office. And I just started my new job today. It is very exciting for me, but I am really stru","and I thought this was a very good idea. I'm like, I can't think of anything better. And then I thought of the new project that I had. I wanted to do ","and then, the second, that was when the second thing happened, and that was when I got the first two shots to go through, because I was getting ready ","and then I'm thinking I don't really have that much stuff that I need to do with my schedule. I'm thinking well, I'll see what I can do and then I'll ","the guy in the bar is going to say, 'Hey, we have this new guy, let's go out for drinks, and I'm just like, I'm like, oh, okay.","I remember the first time I got on a plane and I was terrified. I think I got to the gate and I was like, oh my God, I can't do this. And I had","the government is a great big ... and then there's a group of people who are trying to figure out what this whole government is doing and trying to fi","I am listening to a podcast about the importance of learning how to drive and how the way that they do it has changed over the last 20 years. So, it's","this is not a good idea, but I think if we want to be a long-term partner then we should have long-term goals for both the company and the customers a","I'm looking at my phone again. And I'm going to tell you that I was doing this during the pandemic, I've been doing this during lockdown. And so, I wa","I have been watching these things on TV. I think the worst thing in the last year is, I'm a very optimistic person. I feel like it's been the best yea","I've been thinking about, like, my class I teach, like, this semester. I teach, I teach a course on, you know, modern, you know modern art, modern and","the part that I have the most trouble with in my work is that, it's very common that I need to communicate with people outside of my immediate field a","And so, I think you're trying to do the work of a whole industry of people in this country, which is, we should have a better approach to this. And th","It's funny, because there's an ongoing debate in the media right now about the importance of having a nuclear deterrent for the US. And this has been ","that is, that the other thing we should be able to do is to have the system that, say, the U.S. government, or the government of any other country, an","the reason for that is, I think, that the internet is a place that allows people to express themselves freely, and a lot of the times they feel that t","I have a very simple definition of the word. It's not what people are telling me it is. What do I mean by 'quality'? 'Quality' is a word that is used ","you know, you know, I don't think that they're going to be very good. You know, the fact that they're not going to be able to help. You know? And so","I mean, we had a meeting just a few months ago on the new tool and the way we should be using it. I have a lot of ideas on how I think that we should ","I was thinking about the next step. How I'll try to make this. What are the next steps in terms of the actual delivery? So, for example, if you can't ","and I think it's important that we have a way to model, like in the context of a company, you know, if we think about AI, and if we want to get the be","I see this and the last time I was at the hospital, they were just starting to implement some of the new things, and the last thing they were doing wa","what's the difference between that and like a normal sort of conversation or something, like a meeting with somebody? I mean, so, a normal sort of mee","the thing I do not like about the process of scientific publishing is that it is very slow and very expensive and very competitive. And the scientific","uh, my brother, one of my brothers, he has a family, um, his children are teenagers, they're like in high school and, um, and one of them is in colleg","I mean, you know, when you have these sorts of conversations, and you don't know the background of the people you're talking to, it's a real challenge","I had a little bit of trouble when I had to work on my thesis and the deadline was very tight, and my partner was not doing what he was supposed to be","I have been very, very surprised by how much I've learned. I've been reading, and I've learned a lot. And I've also been doing a lot of stuff on my ow","yeah I think I have a plan here so I am looking at the question so what is the question going to be it's gonna be I think I'm gonna have a pretty big ","I have a lot of interesting things I could do with the time I have left in my life. I've got to decide what's most important and how to make time for ","I'm not sure what it is. I have a couple of ideas, but I'm not really sure if they are going to work. I'm thinking of having some type of online surve","I'll be out of the country on a couple of weekends. I'm going to be in San Diego in February, then in Dallas in March. I'll be going to the Midwestern","I'm talking to someone. I've just talked to someone. We've been talking a little bit. They were interested in some of the stuff we've been working on.","I feel like I have a lot of responsibilities to my family and the people that I'm working with and I don't feel like I've really been able to get out ","I was reading this paper that the other day that I had written a paper on the fact that the people that were living in the community, in the old days ","And so, in order to get good data, the next step is to make sure that you're actually going to have that data, and you've got the software that you're","yeah, you're right. You know, we're in a place where we have a lot of different opportunities to work together as a team and to have some of those cha","the whole world's just so much more complicated than that. And then you have the added benefit of the fact that, you know, a lot of our relationships ","I'm just looking for things that have happened over the last year, so that I have something to say about, and that's in the research domain of my expe","I have an idea that I want to expand, which is that a lot of people are taking advantage of the pandemic in their own way, which is to say that it's a","the stuff you do with your phone. Like if you want to do some stuff to your computer, you have to first go to your phone to get to that computer, and ","okay, I guess what I want to do is go back to the part of the class where I was like, okay, well I just had a discussion about like what should I do a","and that's a whole bunch of different things that would be nice to have. So I'm thinking about that a little bit. The next thing is going to be more o","what does it feel like when a neural network, a model that is trained on data, is really able to generalize and perform on some data that it hasn't se","I was reading a paper in Nature about this paper called... I am doing this for a lab report... about... you know, how can we use artificial intelligen","I'm not sure if that's a problem or not. It's like a thing that you just have to deal with. I don't want to use too much of the word 'problem', becaus","and I think about the process of becoming an expert, and how much of that is actually in the data that you've seen. So I'm thinking about that a lot r","okay. The first thing that popped into my mind was the idea of... yeah. The idea of the mind as a kind of a tool for perception of the external world.","and that's the thing, though. The reason why it's important for me to do this is because I have a lot of theories in my head, and I need to find some ","and if I could come up with a solution to all of those problems, I would be an absolute genius. But in reality, I just know a few things, I know a lot","the 'convergence' of my attention, and that is the idea of bringing all of my attention together to be able to focus on a single goal. Now, there's a ","okay so you've got the machine learning and the deep learning algorithms for image recognition and object recognition and natural language processing.","and then there's the one that I don't have enough data for. So I think it's a great idea. We've been having this problem. I think the whole problem is","and you have a function that has an inverse function, that's the same thing as saying the function, the composition of the function with its inverse i","okay, so what I'm thinking now is that there are three types of things that I want to talk about and maybe you could just do a quick demonstration of ","I've got the word that you want. So the first question you have to answer, I think, is how does it go together? I mean how are you going to implement ","so what I'm looking at is if you have a two-dimensional representation of something and you're trying to create a three-dimensional representation, yo","the best thing about it is that if you want to start a business, you can do it for free if you have a good idea. You can take some free course, and yo","but it's also one of the big problems with the current state of the art of AI is that it is very, it is very dependent upon, on being trained on large","what's really important in the future, it's really important for the human race to move in a way that does not, that we are not just growing in the si","my dream was about me being on a ship and the ship had to take a course to the moon. And it was just in this one line. So it was like the ship has a c","The idea of being a teacher of my own children. And I'm talking about teaching my children, not like, in a school sense of teaching them things. I'm t","and in the context of the research, it's very interesting to see that what the machine can do now is something that humans used to do for millennia, w","I think you could, but I have to be careful, because it's just so hard to work with them. They're not like, if you have a business where you want to h","I would like to point out that there's this idea in the literature that says that in order to get an outcome you have to know what the outcome is goin","I was going to be a teacher in the '70s. I started college as an English major. I knew that I wanted to teach. I took classes in education. I took my ","this is the biggest challenge in the world that is going to happen in the next 20 years, so we have a lot of challenges in this space. I mean, in the ","and then you're in the house and it's empty, you're just in the house by yourself and you're like 'okay, we're going to run the gamut of this city.' L","I've had a number of things happen over the past couple of weeks, and it's been quite difficult for me. I just can't even put it in words because it's","And I have a feeling that our discussion about the 4G wireless infrastructure is going to be something that we'll talk about, we'll have a conference,","and the world is more or less a well organized system that we can understand it. We can understand it because we have a bunch of computers and we have","so you have a question, you get your question, you ask it, then you get some results back, you use that to help inform, you know, the way you think ab","there was a couple of times that I'd been asked to do a presentation for a customer. And then the customer had gone in the background and there's been","I know. So I went, I don't know, maybe about a year ago I went to my, I went to a company in California and they were using, they were doing a lot of","I have an idea about the program that I think could really make it happen. I think a good idea for a program would be to have some sort of an incentiv","I have to say that we have to be able to see a lot of different things coming up. I've got a lot of information coming to me on this, I think I need a","okay, we're at a meeting, right? So we're at this meeting and we're supposed to be presenting this and we're a little early so I'm looking around and ","you know the kind of problem that we have is when people are really happy and they feel like they need to take a vacation and they go on vacation and ","I'm getting ready to start a new job in the United States next week. It's an exciting new opportunity for my family, and it's been really important to","my son's, my son's going to college. I'm excited about that. I don't have a plan for when my son's in college. He's 18. I'm trying","I think it would be really useful to get a lot more data on the types of people that are willing to come in as partners with the nonprofits or to take","the fact that you're a woman, you're more likely to be a female manager. I would have thought that I would have gotten into more male manager position","and I'm getting kind of a feeling that I'm not gonna like this, but I'm willing to take the risk. I'm willing because I think I'm gonna do it, because","I think that I need to take the risk of a big move. And so what I'm trying to do is get my family and my kids in the same space as I am. And that's","you know, I was at a conference last year on the East Coast, and I was actually on the same panel with some of the other professors and one of the oth","the big picture of all of this is that we are going to continue to see a rise in the cost of health care. And it's not just health care but all of the","I think if we're going to build a new office, we can't have a single building, we have to have two separate buildings. I think the reason we want to d","you know, that's what the next 30 years of my life is going to look like. This is the technology of the future, you know, it's going to be all in the","and, I was thinking about all the different types of things that you do and you can be in the field and it's very hard for us to get out of that becau","we had a chat about some of our employees that have been on the front line and in our organization that have been affected by COVID-19, and they've ha","but there's a whole lot of them who are not making the transition to the military, the defense system, that's a major thing for me, is the transition ","I've seen my whole family, my three sons and a daughter, and I was able to do that with them. But what's important is that I think they're in the righ","and so what they say is they're going to have a conference next year and that they're going to look at what happened, what were some of the areas that","And I'm going to, um, go back to the company and work in the, um, the sales area, which I've done in the past. And I was looking to, to uh","we are very much concerned that as the country continues to grow and we continue to grow, the people who are in the workforce, the people that are in ","yeah, I think a lot of the time it's a lot of times it's the same thing, it's that people are having problems and it's being directed to people that a","and this is, like, the thing about, you know, with, you know, the idea of, like, you know that, you know the idea of social justice is, is basically,","the problem we're facing right now is that, I feel like we've been doing some sort of a back and forth with the federal government and with some of ou","it's sort of the old, old, old 'let's have an open forum to discuss the current state of the industry,' because the industry has changed so radically ","so I'm just kind of, I guess I'm a kind of a luddite when it comes to the whole social media thing. And that's probably, and that's probably not going","it's been a little bit of a while since I've really sat down and done a deep dive on what the system's doing and where it's going and where the archit","I'm kind of getting more and more interested in that. I've got some stuff in the back of my head about building a small business on the side to provid","I'm going to have to figure out a way to...what do I mean by...what do I want to do? I'm going to do some stuff around, like some sort of data mining","the idea of maybe, if they just kind of put everything into a centralized system where like everyone has access to it, the idea that we could get some","this is sort of like when you get up and you go to the computer and you're thinking you're going to look up something you want to use in a presentatio","I think I'm gonna do a bunch of articles, write down notes that I can then use in a blog post or a newsletter or something like that. And I want to do","and so that would have a lot of like an internal review of the reports that would come in, and also some kind of like, I mean, it's not really a decis","we've got to have a certain amount of flexibility in our thinking, where we can actually apply our problem-solving skills to the current issue we're f","the main problem with the approach in the AI world is that it's really about one problem, and so when you look at that problem, it's very easy to deve","[I] can't really be sure about that. I mean, I can't say that we've actually made an assessment of what the difference in the quality of the data woul","I was looking at some of the stuff that the scientists did, and there was a really nice article that they had done which was on, it was called... it w","[t]here's been a number of studies that have shown that people that have the capacity to think abstractly are much more likely to come up with a solut","and then I start to look at this list of possible questions that I've been asking for my students and I'm looking at these, and I'm thinking, well, wh","And then I realized that I had no idea of the reason for my life, and I had no clue about what is going to happen to me in my future, and it was kind ","we have been talking about how a lot of the early stuff I thought was kind of the same, I can see the same kind of themes throughout the different peo","I think it's kind of a nice thing. I mean, it's not just about making this game, it's about trying to understand the world more. It's not like I'm goi","I'm not sure how I'd do that. I'm not sure I'd even do it. It's probably pretty expensive. You know, the cost of, you know, the research and the","there's a couple of different ways to do it, I can't remember right now which one it was, but there were a couple of ways to do it. I think you need t","and then I'm thinking about the fact that I need to clean out some of these files and some of the other people in my team that are still working on th","I think that's one of the things that are really good about open source is that there's an open source community. Like, for example, I'm on a lot of d","this is the kind of thing we're trying to get to, as well as being able to write code and develop it and have it work in production, as well as trying","and then the next time they're going to get the question wrong. Then there's a question about what that means, and I just, you know, we're trying to u","what I was working on for a little while was the idea that, I mean, there's a lot of interest in things like like I think it's a pretty large amount o","I am still thinking about some of the stuff that we had talked about with respect to our model of the brain. So we talked about the fact that the brai","and you know, one thing that's sort of occurred to me is that we're sort of in this sort of in-between of the post-PC and the pre-cloud and the pre-mo","I'm sitting on a plane. And I'm listening to the sounds of the plane, I don't know if the plane is moving. I don't feel very good on this plane. I thi","I was thinking, I'm gonna see my son, my daughter. They are about to start work, so I'm gonna say, 'I'm coming' in the morning, they're gonna ask","[the] things we have learned in the last couple of weeks that, you know, I have a hard time, but, you know what I'm learning about the culture here is","we talked about, you know, the... how, when you get into a job, when you start a job, and they give you a job and you get into the job, and you start","the next step, and I think this is actually going to be the thing that I find most exciting, and that is using what we know about how to communicate, ","[S]o you are going to look at the data, and you're going to look for the interesting things. You're going to dig into it. And then you're going to fin","a lot of people have a lot of trouble with their mental health, and there's a lot of work on understanding that, but also finding ways to help people ","you know I think what is going to happen is the UK is going to have a referendum on whether they should stay in or not, and I think that, you know, th","It was the year 2030. It's a future where there are multiple realities and multiple realities coexisting. There is this one reality, but you have to b","So the point here is that these are all different. One of the interesting things is that the field of psychology that looks at this in a way is called","I've been thinking a bit more about my work and my relationship to the public, and how we can improve public health in a way that we've been able to d","I'm very interested in the history of this stuff and also the technology of this stuff. I mean, there is a whole branch of it, and there are different","and it's not the same, but it's the same, and it's the different. It's not just the same, because the same is the same, the same is this thing, which","and then the next day, I'm going to go to my home and I'm going to do the same thing again and I'm gonna get more and more accurate data. But now I ca","And I think it's really interesting when you're trying to do something and you're trying and you're learning about something, and then you get stuck a","the things that are really important to me, I'm not sure that I understand. I'm trying to figure out what are the things that really are important for","uh, there's a lot of ways in which you can look at this. You can look at it from the perspective of, okay, it's the, the way that the world works, the","yeah, it's kind of hard to have a sense of progress, a sense of accomplishment, a sense, because it's kind of the way that we do things is that we hav","and then in the end we'll be here on the Earth and we'll be in a situation that's quite different because we'll be able to access more energy in the u","okay, so I think about this sort of a system where you have a lot of people who are involved in some sort of a business, and you have this sort of top","we need to understand that the way we operate with information and make decisions in a fast-changing world, you know, we need to make decisions much f","The right part of the brain is a very powerful part of the human brain, but it is also a very difficult part of the brain to engage. Most of the time,","you're going to get a bunch of different kinds of thoughts. It's going to be a lot of thoughts, a lot of chatter, and it's going to happen. So you've ","I'm thinking about how to get through to people who are not doing anything that's right, not doing anything right in the world, but then they don't ne","so it's a little bit of a weird experience for me that I'm actually doing this while I'm lying down on the couch, I'm not thinking about doing somethi","you know that in the beginning of the human race, the first humans were like you and I, right? They were very primitive. They lived in the forest. The","And then I said, like, 'You know, it's really, you know, a lot of things you could do with the software, like, if you had the budget, it would be","and I think in my life, I've done a lot of things that I've felt like I'm like, 'I'm trying to find a way to connect with the universe or just with pe","and it was very easy for me to make them be more than they are because I would be so excited about it. I would be excited about that they had an oppor","we've got a problem with a big building here in New York City, and the issue is, they've got a bunch of really, really important infrastructure. They'","I have this idea of taking a year off of work and trying to write a novel. I'm a writer. I do writing. I teach writing. I think it'd be really cool to","that's what I don't understand, how do you decide who to pay attention to? How do you decide if you're going to pay attention? Or if you're just going","I've been thinking about the nature of the universe and how we can use physics to make models about the universe and then make models of those models,","this is all just some stuff that I've learned on my own. I learned this from my own research and this is the best I can do, but there's a whole bunch ","oh, we have a lot of options in our society, and we have to keep in mind that, as we look at our society, we have to look at it from an evolutionary p","I have a car accident and my car gets destroyed, but the data in my car is still online. Now, the data in the car, the car is still here and the data ","and you're wondering about the reason why we were created and why the earth was created in the first place. I mean, if we were here for the first few ","and then in terms of what I was talking about, in terms of the role of the human being in the world, it's not going to be the human beings themselves ","And I think that if you take a look at the world of business, then I think you have a very large percentage of the world's population who are, I don't","I don't like to use the word 'interfacing,' because it doesn't seem to capture what we do at NASA. We're building complex systems. It's not just a mat","And then you go to the next one, and you just think, oh, well this one is pretty simple, so let's just see, how is this one going to play out? Is ther","I don't see a pattern, but I don't think it matters if you just do this and have a pattern. But I can see that my words are longer than the words that","I want to get a book that has a table of contents, and I want to read it, and then I want to do some research, and then I need to go and ask a bunch o","(4) 2. The second step would be to go back and look at the data that we've been using so far and look at it in a new way. This is essentially to look","the entire reason the universe exists is because it's a black hole, it's a singularity of matter. So if you're able to understand why it's a singular ","I am thinking of a table. The table is flat. I'm not sure I'm thinking of a table in my mind. I'm thinking about a table I can use to organize data. A","... ... I just got an email from my dad yesterday, where he's like, I was like, well, you know, that's good, and I've actually got a paper coming out ","I think of my students. I think of all the students, I think of them going into the field. I think that I hope they will be successful in their field.","the things that were interesting to me, I found, as I was studying it, was the fact that there were actually two different levels of reasoning that we","[I]n the beginning of this civilization there was no such thing as a computer. So what would that be? What would it be? Okay, well the idea would be t","and I'm going to do a test, and then the other test is, in the same way, you do the test on the machine, and then you're going to see it, and then","and then I get a bit of a break because I'm allowed to just have a break and then I'm just working on my own and just continuing with my own research.","we could do a lot better with that. In fact, I think if we were to take the best of both the old system and the new system and integrate them, we woul","it's the thing that is always on the surface of your mind, which you can access, if you need to access it, and then you have these other things, like ","I'm thinking about, uh, the, uh, [inserts an image of a neuron, then another neuron, and connects them] I'm thinking that that, the first one is conne","if you have an idea or a feeling or whatever that you want to be recorded, you can record it. You can do it as you're doing the scan. So I'm looking a","Oh, a little bit. I'll have to go to a different website, and I'll have to read the instructions. So you know, there's some sort of a flow chart of al","now we have a couple of things going on. We have a new product, it's the third one that we have, we have three. We have two that we are currently sell","and then they have to be able to do things and then you know, you could say a lot of them they have to do things to them but then, I have this idea th","well it's pretty much just like, uh, my usual workflow. I'm, I'm on a laptop. I'm doing this stuff and I've got a bunch of stuff on my taskbar","okay so there's something about the way the brain works with the brain. So it has a way that it's, you know, a certain, a certain degree of parallel p","I'm going to create a new world. A new world. So, I'm going to use my language to create a world, and I'm going to be able to express what I want.","So the other thing we do in our daily lives is that we create, in our brain, an estimate of what our value of our utility functions are, given all of ","I don't know if you've seen this, but it was on the news and it's... it's a very interesting article. And it was written by an Israeli scientist, who ","I can't tell you, but you might have a rough idea from some of the data that I've seen. What we know now is that we're not getting 100% of the","I mean I guess this is how it goes, right? You have a bunch of cells that are not interconnected, they're sitting there doing their thing. And then yo","we want to use a [x] to create a new [y] from an old [y] and we want to do that without doing too much computation. So you have to have some kind","and what I've been thinking about a lot recently is like, I mean, what do we need to do to make sure that the next generation of AI is not going to be","so there is no reason to expect that these predictions will be correct in all cases. In particular, in a case where you have a lot of data, like a hug","the moon is almost full, so that's why I'm thinking of that. Then I remember that I have to go and get this research paper done. The paper's due tomor","my dog, who I took care of, died this year. This was very, very bad for me, but I managed to be very happy for the rest of my life. I took care for","And then I'll get to a point where I'll be able to get more advanced in that, in that direction. But you can imagine the general trend, which is that ","I just had a thought, I am an expert in what I do. I've been doing it for the last two years, I am quite an expert in this space and I'm a bit surpris","and then there are the people who say they're going to run their business but they don't run it. I'm going to run my business. It's not just a job. It","and the first one is, what's the one thing that I think, that I feel, that I think would help me in my life, that I should be doing and I am not doing","there is a lot of discussion, there's a lot of work going on, there's not enough work going on. I think in the past it's been more, the companies that","I'm on a board. This is the board. And I'm just moving from one node to the other. And the way it works is the nodes, there's the node that's associat","a bunch of other people, or even one person. I'm talking to other people. And sometimes it's like, hey, I'm actually doing an experiment for something","and I thought of the fact that that was the point where we decided, when we were deciding the core and the framework of this, that we would decide to ","well I'm talking about how we want to be able to keep these people safe, right? If I am the head of a research program, right? How do you keep your te","the people are... the people are people and people are people. They're... the people have to be... and the people are, well, we've got a... we've got ","And then they'd all go up in smoke, and then they'd start to grow. And they'd start growing out of the ground. So that they're like, we're going to bu","this is the most important one. I would just like to say that there is this idea that the people are all right. The idea that we should all be all rig","and that's where my mind went. And then I started thinking about what we call the global minimum. The global minimum, you know, it's that part of the ","you know, like, uh, I have a kid who's a middle schooler and I have to work with them a little bit, I have to support them in the classroom, because t","I'm thinking about a conversation I had with someone. They were like, you know, if we're going to be spending so much time together, let's at least fi","okay. So, the last time we were here we were talking about what are the things that we would need to do in order to make sure that we can have a succe","I am in a lot of meetings. I do a lot of meeting. So I think it's important for us to get the community engaged, because they are our clients, and I t","we're talking about the situation for the last few years, the current situation in Israel, and the situation in Gaza. And the main issue is Israel has","I'm starting to think, if we're going to do some kind of thing at the end of the semester, like a final project, to start to think about the end of se","and there's a lot of the old media, the traditional media. They're struggling, and they're in the crosshairs of a lot of different, you know, governme","and they're talking about some sort of a project. It's a project that's been around for a few years, but they're starting to actually start doing some","I have been on this project for 15 years now. I think we've spent a lot of time, in my case, I've spent a tremendous amount of time working on these, ","the first time I worked on a new thing. It was a project for my undergrad degree. I was in my second year. It was the last semester of my second year,","The next thing I've got is the thing with the government, where I'm going to be like a government employee and be in the U.S. Army. That's going to be","and so then the way that they're doing it, is they're trying to make it look like it was an organization that was actually there in the first place. A","this is sort of an interesting question, though, is the question, is the quantum mechanical approach to quantum computing really more interesting than","I know, right? I don't know how much time you're going to be here but you're going to see how this kind of research can be used to help people, you kn","you know that when you think of a problem in an organization, and you're in a meeting, and someone else says, hey, I have the solution for this, it's ","I'm trying to figure out how do you create a good product. A lot of times what I've seen in companies that have been successful, they start with somet","I am working on a software system which I have written myself. I am in charge of this, and my team, and we are building something that is pretty inter","there was a whole bunch of work in this area that was done on the development of the immune system and the microbiome, the gut microbiome and the rela","and it was... well, it was very difficult for me, because it was a lot of work. I've done a lot of data mining, for the last few years, for various co","I've been thinking about the whole notion of what I call the 'cultural heritage.' When I teach people, I make a point of teaching about cultural herit","It is not just the issue of the distribution of resources for education that I would like to see. What about the actual learning experience? How do we","[I] was thinking that the 'neurons that fire together, wire together' theory, it's kind of interesting because it's almost like a network theory. ... ","I want to get into a new profession, which I'm interested in, and that is that the ability to use your mind in a creative way, so I want to learn how ","so I'm trying to figure out if I can use my data for training purposes. My company uses a lot of different software, and a lot of it is proprietary. S","and in fact, the key is not in the individual but in the system. It's not about finding the right algorithm that works in one particular circumstance ","And this is the other thing that I'm sort of trying to do, in the sense that I'm trying to get better at sort of thinking about things in the abstract","And then this, this thing is kind of interesting: we have a system that has been working for a while where you can just, if you have a really good ide","it's really funny because when you look at how we think about problems, so if we look at like the like the last few problems I was thinking about, it'","and so then they just sort of like get you into this whole framework. And then you can go out and find out the best way to solve it. It's almost like ","I'm looking at a blog that has some comments on it about this, and then they link to a different blog, which has more comments on it. So it's a differ","you know, so we're here and it's like, I mean, we've done the survey, the survey itself is interesting, I think. We've seen this a lot and then I thin","it's a very, very basic issue about the fact that when you think about what happens at scale, it's a problem for the human brain, it's also a problem ","and then he's like, oh, and then this one thing where the I think this is like the most important thing in the universe. So what is like a fundamental","a new thing... what's that? New... I can't even write about it. But what I can say, you can look at what's going on now and what you're going to see","what a weird way to begin a session. I feel like I am in an experience of a high. I feel very happy and very relaxed. I feel like I'm in a very nice e","So if you can say yes to yourself, then you're more able to say yes to others. Because when you're in this space where you're just saying yes to yours","So we don't want to do a lot of work and I think we know how to get started, right? We just need to get going, get moving. I think it's something that","I'm very worried about the global warming, I'm very scared, and I'm very excited that we're in the midst of this rapid change, because the opportunity","and then you can kind of like a sense of that and then kind of like this is what I need to focus on and that's something that we talked about at the s","you know, and I'm thinking about this because I have a friend who's got a 100 degree fever right now. So, I'm thinking this, what are some of the thin","the idea of people who want to live their own lives but aren't able to do so, for whatever reason, but also, the idea of the human population, we have","[t]he thing I wanted to get into is this, I wanted to go to China, but it wasn't until I was like, 2015 when I went and met some","I guess that we're, you know, we're trying to get to the point where you can get this down to a fairly low level, but not necessarily the zero, but fa"],["I had to pay the telephone bill. I have to pay the bill for the house. I can't remember the name of the man who gave me the telephone bill. It's alway","that's what we need. The big thing is that we need a good leader. We need someone to take responsibility. I mean, that's the problem with a lot of peo","I'm just curious about what you would do. If you're the kind of person who would have done this kind of thing, if you were the person who would go bac","And you know, I think about the other students, too, and I wonder what their thoughts are, too, you know, like, 'You know, I wonder if they think like","you know, I can't imagine what it's like to be a human. I mean, if you look at it, how many years are we on this earth? You know, what's going","a lot of times I can remember a little bit of the situation, what they said, but then the words don't really come to me. I'll get to the point, and th","and that's what happened when I had a cat. ... And so I was in the hospital and the doctors were worried that I was going to have a stroke and they ga","I'm just talking about the 1820s or the 1920s, that sort of period where it's so bad that it's just going on. And what's","and I don't want to, you know, make a mistake in my own family, in my own personal life. I have two kids, and I don't think they've got an example in","I had to give the patient to his wife... and he told me, 'You've got to give him to my wife.' ... It was a long, long way, but it was a very","well, it's like, like I said, it's not like I was like a 40-year-old woman who had a divorce, a 42-year-old woman. And, uh","you know I'm not doing so well, you know. I'm doing okay, but I'm not in the greatest shape. I mean I got a good job. It was an insurance job.","I'm going to have to find a new job. I've been here for over 20 years, I'm a senior consultant for a very large firm, and I'm at my age when","so I was wondering about that and that was one of my goals last year in getting the [Society for the Advancement of the Christian Science Research Lib","[P]aralysed because of this war, I'm just very concerned about the world. I think that we're going to be more and more, probably, if you want, totalit","it's one thing for me to say that we're going to take it, and to be sure that we'll take it and go through with it. We don't know what happens. It mig","and they'll come and do that and they'll say, 'Look at this, this is your home, this is yours.' And then it's all right with me. Because I've got a","[B]ecause I'm worried about the potential of [my] own children having children, and that their children might not be as concerned as we are about the ","we have been here a week now and you have not seen the day, you have been in the dark. And we have been trying to keep them quiet, but they are gettin","but the other day I was in the park with my friends and we were talking and the subject came up to the problem of war, which is the big question, I me","And you know, when we say you can't make a dollar, you don't make a dime, that's not true, you can make a dollar. You make a dime if you sell your","Now, my children are in a rather unusual position, so, and, my children, I'm just talking here, I don't know what the law says, but they were born in ","in the city of Pittsburgh, the city of Pittsburg, the city where I went to school, it's a pretty good place to go for work, it's really a good place t","I remember I was born in the early 50s. I remember, well, I was born on the 21st of December 1952. I remember when I was","and we just got a 500,000 dollar grant for our research project. And we are doing it on a six year basis. And we have three different labs. And so","yeah, well, they've had a lot of money, but they've been a little bit careful with it, too. You know, they've always been, you know, they have the kin","and he was in a town which was a small town but very picturesque. And it was a very large community. And the little town was called Port Townsend. And","well, I think I'm going to have to leave. It's late. I think I'll probably go to my office. There's something I need to get. I think that I'm going","and so that's a major part of it, the thing about the paper, is that, and the, I'm sure that the whole board, including the board, the board of the co","so that's why you're all in the same room because you know there's not going to be a problem with you. And there's a problem with the other person. An","It was in the seventies that the first studies were done to see whether one could actually have a functional brain using a brain that had been in stor","And if we look at it in terms of the United States, the United States has a lot of trouble with the law and a lot of the trouble with the laws is that","I guess there's no way that anybody could know in advance what the best course of action would be, or how a company is going to react. That's a diffic","... [I]t's a little bit of a trick, I suppose. And I've heard other people say that you can use that as a means of getting at the subconscious. And I ","I'm a very slow walker, and the next day they'll have me walking in front of my company, so I'm not going to walk, I'm going to sit in my chair, and","and, you know, you don't need the other countries in Europe to have a common market for you. You know, there's no reason why you shouldn't have a comm","a little bit of the business of being in the United States. What I think we're looking at is, we've got an enormous population that's going to have to","I'll get them to give me a $10,000 grant to do this, because they can't believe how much research goes into this project, and how much more research w","that's why I'm going to be a real estate agent and I'm going to start a company and it's going to be called... The Golden Age and we're going to have ","now I'm wondering... are the people... are the politicians really as dumb as we think they are? I mean, we think they're dumb. Is that really the case","if the number of people who are working in the private sector and the number of private sector businesses that are thriving and growing, and creating ","and the next step, I think, is to do some more work on our model, the financial model, to see, well, what is going to happen. And then, then we have t","And I would say the government should do this and do this and make sure the price of the products are right. The government should do the following, a","It's a good question. The challenge is that, obviously, this is a new paradigm. It is going to take some time for people to understand that, because, ","I was thinking about my mom, my mom has been diagnosed with Alzheimer's, and she's in a residential care facility now. She's on a bed. I was thinking ","and this is what we have to look at the world in this way: the world is not going to come to a halt. We have to find a way to manage. And that means t","I have a very complex life in the sense that I have a very diverse number of projects, both in the private sector and in the public sector, and also i","we know that this is not a solution. What is the solution? We do not know how to do it, but we have a couple of approaches. One of the approaches that","so the people who were with me during the last meeting, which was two weeks ago, and who have now returned, I want to invite them to return to the mee","I was just going to say that, what we want to do in a society is we want to get the people to believe that they're the ones that are doing things that","so the problem is that there are not many countries that would want to be involved in that particular scenario. You know, there is only so many countr","a lot of the reasons for why we have the system we have today, and it's a little bit ironic because there were a lot of people who are very critical o","yeah, there's the idea of the world that we live in is so complex, it is so complex that if we don't have a way of simplifying it, if we don't believe","we're just going to make sure that we don't have any major disasters, but, you know, that there are still things to explore. I'm very interested in th","[I'm] not sure how to write about the work, because the work itself is very specific, and I don't have a lot of experience, you know, thinking about t","I think one of the things that the US is going to do, and I don't know whether that's something that's already going on, is that we're going to find a","my wife was talking about her plans for retirement and things like that. And I was trying to think about what I was going to do. And, in particular, h","I don't think I want to go. I don't want to go to the meeting. It's going to be so bad. I can't think about it. I feel like I can't","It's not the same as, the other, the other thing is, the other issue is, is that, that's what, what is the difference? What is the difference between ","I think I'd like to become a professor in a university. I'd like to do my PhD in some form of the philosophy of language. I'd like to be working on wh","you can be creative. I have a colleague who is a psychologist and is very good at dealing with creativity issues. I know him from the Netherlands, and","but I have this idea to build a school. You know, the way I think about it, the school itself is very simple, it's just like a regular school with a t","I see, for instance, I think we've discussed a few different things about the nature of the relationship between the public and the private, and some ","there's a certain part of me that feels like a certain part of my life. I've done this for about 30 years now and I'm just thinking about that. And I ","and I have had a lot of thoughts and I have been trying to have a conversation about this, but I can't get the word out. I was talking to someone on a","I know what they do is wrong, and I'm not happy about it. It's like I'm seeing a group of friends, and I want to talk about things with them, but I do","I'm going to read this paper that I just got done, and I'm going to try to get a few good quotes, and I have to make some notes on it. So I have to","and the other problem is that people are very, very bad at doing the things they want to do, even though they know it's good for them. And I think the","this is not what I was planning to do in the first place. I was planning on doing more of a comparison, comparing a bunch of things, and then I'm goin","it's not just you. So I've heard. There are people that say it's like, I've heard that you know, that some people are like, 'Oh, yeah, my wife","it's sort of like that... I guess it's a little bit of... that's actually one of the things that... that... that's an interesting question because you","I had a thought about some kind of a brain stimulation. I don't remember exactly how it's called. But what if we just stimulated the brain of a patien","So, I've been doing the thinking on the future of my work. I'm looking into the future of how do I get funding for my work? How do I get it funded? Yo","it's kind of strange that the main thing that has come to my mind was this question about the purpose of the universe, right? So, I think that we have","I think that's the one that's going to make the big difference in the game. What was the other one? You know the other one, we talked about it in the ","I have to do something to find out, you know, if there is a cause and effect, the idea of the cause and effect. I'm going to be talking to the people ","It's like if I were to do an experiment and then I were to say, I want to know what people believe, and I do a bunch of experiments on people's belief","I think you're getting a lot of the wrong kinds of papers. You're getting the wrong kinds of articles, you're getting the papers that are already publ","I'm working on this paper that I have to write this weekend, and I'm kind of struggling with the title, because it's a really good paper and I know th","I'm thinking about the current debate in philosophy about the definition of the terms 'ethic' and 'ethics', and there are several schools of thought o","I'm not sure what the question was. I just kept thinking about the question and saying it out loud and thinking about what I would say about the quest","I was a big fan of the X-Files when it first came out. I think it was an interesting way that they tried to bring in a bit of a supernatural element i","The [b]lack [c]ompany. [d]Black company is a fictional group of special operations soldiers in the [e]Star Wars universe, who were created in 1","that's probably the best way to do it. Okay. So we can go ahead and make this. Now the first thing I need is a way to generate ideas. Now we're gonna ","and you don't have to use it, I think, for some reason. And I wonder why that is, like, that I wouldn't need to use it because I do need to use other","if there's no more to go on. And you're working on that. So it's just you're not sure that's the best approach or that's the right path. So then you j","and there's no reason why it can't be a tree or a shrub or whatever, there's a lot of things, it's got a bunch of leaves and a root system, I guess","okay, so it's been a long time since I've really used a calculator. So the first thing I think is, you know, let's do 1.5, and I'm going","so that means that there's like a third, a fourth of the population that are over 50 and under 55. And so if you take 25% of 50","I am going to go back to the site, and I want to do this project on the 200-year period and the 1000-year, and then we'll see what","I am going to have to, if I am going to be a really good economist, I'm going to have a degree in economics and a degree in finance and I'm going to t","I'm a 59-year-old female. My name is Sarah. I work at an engineering company where we design systems and systems, like the kind you see on TV, and stu","we had some issues with our last [19] team in that the last person in the team, the fourth person in the team had a problem that was a lot of his time","this is all the words I have ever seen in my lifetime. That's what I'm saying. All the words that I have ever known. All the stuff I have ever had. I'","that's interesting, that's why they can't build a new hospital for the city, because they can't find the money to do it. So they have to go to the Nat","this is what I like to think, what I like about the new system. I've always been interested in the fact that the new system is a lot more flexible. It","a lot of people don't realize that you can't do that. We're going to see the same results that we're going to get in 2027, and then the market is","and then when they started going to war with China, they said, oh, this is a great opportunity for us to export to them, and it's the same thing today","so you have to understand that there are several kinds of people. We have the people that are very competitive, and they just want to take a shot at i","And so, in a few minutes, I will have all the code, all the data, and then I will start, and I will do this in three stages. So, in the first stage","the two women on stage that I remember are the same. ... They have the same look, the same eyes, the same everything. And I don't remember there was a","it's about a place, an area of the brain that I've been thinking about a lot in the last few years. I'm going to say something that's a little bit con","and there's another question I have to ask myself, and the question is, are we at this stage, the point that we have to start implementing a new techn","and you're thinking about the future, like you know, when you were in school. You know, all these years, you know, you have your kids and you're out t","And, you know, if you have a new product you want to launch, and you are in the research and development process, and you want to create new products,","but I just got the news that a new kind of computer has been developed at the University of Pennsylvania. This is called the Excalibur machine, it has","so here's my question then, why do you need so much more data to do this problem? There's only four of us. Well, actually, there's only 15 or 2","and we were wondering, what if you could... [pause] and... [pause] we were wondering how you could, I'm not sure, if it's possible to predict how the ","[I]t's been a long time since I've been to a class on the internet and I'm curious to see, is there any way I could be able to go on line classes and","we'll say it's $1,000 per year per user. So if we have 100 million users, it will be $100 billion in revenue per year for","so you're in the position of being a customer, right? You're a customer that you want to make sure that they're going to have some kind of return on t","And then we're going to be doing the same thing again. And there are a lot of people, a lot of individuals out there. And when we get the big numbers ","if you say you're going to do something, then you better do it. Well, I think you're going to have a big, big problem because you're going to be on yo","[about] how do you measure how many people are out there, that would be able to actually be used for that [treatment] in terms of the [counseling]. Ho","my wife and I are getting married, I'm going to be the father of a child... and my daughter will be 32, and I will be 66. And I think that","we're going to have to get a new school system, because the old one's just broken down. The old school system's just broken. It's just broken, broken ","the number of women with a college degree is growing, and the number of women in the military, in the armed forces, the number of African American off","And they have all these different positions, these different views of things. So, you know, one is like, the best way to make this happen is to get th","and, in fact, what I think about is the idea that, in some way, what happens in the world is going to be affected by the world we've been living in fo","yeah, I'm in my car, in my car. I'm at the top of the stairs. I'm going to go out into the world. I'm on the top of a ladder.","the other side of it, we could see the opportunity there, in the short term. We're now in a position to take advantage of that as soon as we're able. ","and you could say that a lot of these are examples of people who were actually living in poverty, but that didn't mean that they were impoverished in ","and so they're going to give out these 160000 pieces of gold, and you're going to get 16 of these pieces of gold in your portfolio. Now,","I think it's probably something that you might be able to do for me as a personal service. It might be that you have the ability to make a determinati","I am here in my apartment and there is a computer which I can access, but it's a slow computer. There's no bandwidth and it's a pretty slow connection","I don't know what happened to the United States. I mean, I've been a strong supporter of the United States throughout my life. And I think it's a very","in my mind, there's a guy that I saw in the newspaper that's a terrorist. He's a very big guy. He has a beard. His name is Abu Nusair. And","there's a lot of people who are coming back with a lot of money, a lot of guns, and a lot of hatred. And this is going to be a problem for a long time","the main thing to think about, of course, is what does the next generation of young people in the US know and what are they thinking about? The next g","I have been to the planet Earth twice in the last six years, and I have to say that it is a beautiful planet. It's not a beautiful planet anymore. I r","[I]t's amazing, though, that [the US] military is actually making us pay for that. Because it's been shown to me over and over again that what you do ","And we were talking about this, the world's going to be at a point where, where it's going to take over. And it's going to control all the machines. A","so I think that it's important to see the other side of the coin, which is that it is important for all nations to have the capability to defend thems","and I'm in a constant struggle with my boss and I feel like I'm going to die. I feel like it's an unfair system, and it's just like a nightmare. And I","the role of the church in society is to provide moral leadership, to provide a moral framework within which people can live and thrive, and to provide","and the idea of what it would be like to be able to just run to the street and not worry about getting shot by a police officer, or to have a legal sy","and this is the point where I really feel like I need to see the world as I'm looking at it. I see this as a problem. I see a lot of people, when they","we don’t have a great deal of data at this point about the long term effects of the pandemic, right? But what we do have data on is the short-term eff","I think I have to be a bit more critical about the way I go about doing this. So I'm looking at the evidence, and I think a lot of this is probably go","and that's that. That's an issue that we need to talk about in terms of our business strategy. And I would suggest that we, at this point, have three ","The issue of the role of the market in society is a very interesting question, and I think it's a question that is actually in the context of what I d","I'm not sure that is right, but I don't think that's what's happened, because what the other thing that's happened, that I believe has happened, is th","it's quite simple: I think, I work. I've got the tools and I have the capacity to work, but I need a market. So, for example, it's a question of","the process is ongoing, so there is an ongoing re-interpretation of that data. There's a lot of feedback going on, so it's an iterative process. In fa","it's also important to think of the economic side of things. How do we ensure that we're not, for example, spending money on this, which is going to c","And I thought about all these other companies that have all these things that are being funded and are being driven by their government. And it's just","[T]hat I think, but I'm not sure how to put it down, in a way that's going to have the kind of impact that I need in order to make some change in","And so when we talked about the things that would make sense, the things that we'd want to do, I think that one of the things we need to focus on in t","the part about the politics of the Internet. This is where you have to look at the Internet as a business model, and the business model is very intere","So we've been doing this for some time. This is the kind of stuff that was very common during the early part of the last century, right? And we've see","I was talking to somebody and I was thinking of how there's this sense of the past, the past is in the future. That the past is going to be the future","that's what we're trying to do and that's what I've done. So you know, when you think about it, that's a big change, but we can do it and I think","I think the thing that's going to change is going to be the availability of better data. Because, you know, when we talk about climate models, and how","and I've been doing the same thing in my career and it's been very important because it's just kind of a very simple thing, but it is that I have this","it's actually more interesting to see what happens in a situation where there is no more any feedback and where we have to make decisions on our own. ","[the] idea of using a robotic device to learn about how people actually learn is very interesting. We have many ways of looking at how people learn: t","what's the thing that's not happening here? I'm talking about the fact that people have different mental models of reality, right? And then they use t","this is what I do, when I have a bunch of these tasks, I will look through them, and I will sort them by what they are, and then I will try and figure","and you know, in the last year, the fact that I'm sitting here on my own, is a huge benefit to me. And it's a huge cost to me, but the benefits have","and that's actually pretty interesting because if I look at the work that we do and I look at how much data we generate and I think about what it's go","you can see that's a huge improvement. In the previous run, there was a lot of code duplication in that section. It was using a lot of repeated code, ","and then you have to think about what's happening. It's like in the matrix, right? I don't want to say anything about the matrix, because I don't know","and then there's all these other people around me that I don't know, but I think they're probably a lot more sophisticated. And I don't mean that as a","and then it's like the idea of a hypothetical world where you're the superpower, and you've got a certain amount of budget to spend on different kinds","it's going to be a little more difficult because they're all the time thinking about the quality of the data that comes back. And they've all had this","the goal is to actually have a long-term strategy that can actually get the results that are needed and not just a quick fix. It's actually a longer-t","I've got an idea. I'm going to set up this database that we'll call the 'mind set-up' database. It's going to be a database that is set up that has al","I'm gonna need to update my resume and I've got a big backlog of tasks that I need to get through in the next couple of weeks to get up to speed with ","you know what's funny? When I think about the idea of my PhD work, I'm kind of surprised it's not more work. Like, it's not really a lot. I'm not","and that's an important part of my thinking process is to do a lot of back-of-the-napkin thinking, because then you have a lot of data, a lot of ideas","I guess that's the way you know you're doing your job well is that you're not being called in for these investigations and you're not getting these co","I was looking at an article in the New York Times that was talking about the rise in the cost of energy and how it's going to have an impact on our ab","that's actually a good point. One thing I've seen in the field is that people will make the same mistake in the field because they're just too busy to","oh my god I have to get to work in 30 minutes and I have a conference call I'm trying to get a hold of my account manager and we've had a disagreement","so it's, so this is a little bit of a challenge. I mean, what you're describing is an environment where there's a lot of uncertainty and it's, it's ve","I'll start a new career after this. I'll probably have to do a PhD, because I'm pretty certain the current position will end up in the middle of the n","I remember last week. I think I did some kind of analysis or something. And I think what I did was I actually just, I just had a little bit of a meeti","the most important part of the day is going to be a big meeting in the next few weeks with all the stakeholders from different companies. So we are tr","I am doing the best I can, and it's still early. I'm going to go and sleep on it. I think I should have some sort of time box, I'll make sure that","I just had a thought about this. We need to look at the data of the current week, so that we know that there's a lot of time to go ahead and move into","[00:16:39] Now I was thinking about a course in the future that we will have. I think it's like one of the first courses we have is going to","and then that would be the end of the week, then it would be time for them to go and prepare for the next week and it was very good experience, becaus","I just woke up and my son is coming home today. He's been out of school since April 4th, and he'll be coming home on Saturday and I just had a little ","and then that's it, I don't know how I can handle my son right now. He is driving me crazy. It's the first day of the new school year and I don't feel","I don't know what the answer is. It's still out there. It's going to be tough for a lot of people who are going to have a tough time making a decision","so the project is due tomorrow, and I had a lot of trouble this weekend, but it's good because it was a learning experience, and I'm happy that I lear","and I'm thinking about... a... I know the word, I just don't know what it is... and then the... and I was reading something about this, like I read in","I mean, you know, like, so you have to, you know... so you have to write it down. So you have to like, I think you should write it down, because then","I am going to have a class on Friday that's about, it's actually for the first time we've really looked at this from an ethical standpoint. So it's ca","okay, yeah, we did a little bit on that. We were also asked to do something, we were asked to write an application. I think that's one of my favorite ","[the] reason why I'm studying this [the book] is because of a conversation I had with another teacher about how to implement the work and the work in ","what if you're really on the cutting edge, you're really into quantum physics? What are the implications? Well, for quantum physics, I'm going to do a","I'm actually really, really interested in this because this is what I'm working on now. So I'm really interested to see the results. We have a bunch o","that's sort of my approach to work, like, I've got an idea in my mind, and I'm trying to come up with a way to test it. And so I have sort of","it's something I was wondering about. The relationship between the ability to find a good problem. I think you're like you're like an engineer, right?","and the thing is that it's about 2016, 2020. I mean, I don't know if we're still going to have the same kinds of jobs.","I guess the reason it's hard to understand how it would be like to have a brain in another person is you don't have experience in the world of a brain","and in the middle of the session there is this, I think this is what it is: there's a part of you that's very interested in what the future has to off","I don't know why it's a question of thinking about something. You don't have to think about something. If I have a thought and I remember it, it's a t","I've been thinking about the future and how I can have an impact on the world and I'm thinking, as a member of this organization, I can do a lot of wo","so we see that all of these things are so connected, the things that we've learned and the things that our current thoughts are about are really conne","[the idea] of just doing some research on what it's like to be a student at different places in the world... and what can be done to create that, in t","And then I was thinking about the fact that if you want to take a new technology and implement it for a particular use case, it's not that difficult. ","and that's a lot of time. You know, that's a whole lot of time that you have, and then, like I said, I think a lot of it is time that you use","you can't go back and change stuff and I don't want to and I don't have the time to go back and do it. And also like in the way that it's kind of like","this is one of the things I don't think about, which is the thing that really drives me up the wall, which is like I say, the concept of a global lang","I'm going to the grocery store right now. I'm going to buy some fruit. And the next time I go, I'm going to do that. Because it's just like, it's","I'm working on some papers right now, and one of them I'm trying to finish writing and it's, it's been a while since I've started it. So, it's about,","the last part is the same. I think it's going to be a little bit hard to do this. The last part was a lot easier. The last problem, the last problem, ","I want to see if I can do some of the questions on the homework assignments...I don't know, I've been studying, but I don't feel like I've been doing ","and then it's like we can use the data in the future for the new model, but that's for when we're in the future because that's for the new dataset for","I'm still getting the feeling that this is going to be a really long game. I don't think we'll be able to finish in the next three months. I think we ","yeah, so, yeah. So, yeah, so... it's pretty good. So... so, yeah, I don't think that I'm gonna have anything else to say. I think that","the thing that makes the difference between the two, as far as I can tell, is that one of them is more flexible in terms of how it's presented and how","I mean, and that's not the end, and I can just show you how this works, if you're like, yeah, you know, we can make money, I mean, we're","it's just a very simple question, but the only thing you're doing is taking a 2000 or a 2500 or so page book and then making the list and","what's interesting here is that you've got to look at what it would take to build an engine that is capable of a large amount of work, and that's just","so I've got a whole bunch of code, a whole bunch of algorithms that I have, and I'm just working on this and I just have to implement it and it's a bu","I remember that, uh, this one problem we had, with the uh, um, uh, with the the uh, uh, uh. Uh, uh, I don't want to give away","So this is basically a machine learning problem where you can train the machine to make decisions that are better than the human, and then we're tryin","it's not just you and I, it's us, it's the group. That's the thing that really scares me about this whole thing, you know? When I look at this whole t","so if I were to look at that in a way, then it's very important to know that, like, when you're thinking of something, like, and you're talking to som","just about 10-20% of people in the world that have access to a cell phone have been in the last five years. That's the most dramatic increase. And I t","and I think you know that is the most important thing in the universe because people can have whatever they want, but what they can't have is health. ","and I'm also trying to figure out how do I know if a question is solvable and a question is unsolvable. I don't have a clear idea of what I want to do","and it's really about the ...the ...I'm trying to get some of these ...this is ...this is actually ...this is something that I've been trying to do fo","I'm doing the same thing with my wife. It's funny, it's not about having a specific thing. It's like a more general thing. We've been doing this for a","we've talked about this, but I guess if you've got something to share, you could. I'm not sure what's really in your mind. I don't know what you're tr","so if we're looking at the past, we can't actually see any of these things happening, right? So what I want to do is look at the future and I think th","and I'm wondering, yeah, I'm wondering if it's possible to learn to do this with multiple languages. I don't know if we're able to do that in an artif","So it's about the 'social capital' or 'social capital assets' and I guess it's about building that in the early years. Because you can't say, 'You're ","okay, we're in, like, a sort of a pre-quantum era, where we've got a classical model. So, we've got things that we have control over, so the","the future, it's something I'm kind of, you know, that's a future I'm interested in. I think in terms of the future, the future in the context of, you","I mean, if there is a thing called a world and we're in a world, then there should be a concept of a world and if there are any things that exist in t","you know, I had a dream, you know, the other day, so I was kind of like, walking through the house, and it was like, a day in the life, sort of","the world has an infinite amount of mass. The universe has an infinite amount of energy. But there is an infinite amount of stuff in the universe, bec","I was wondering about how to actually set up a machine learning model to be able to detect changes in people's thoughts and to detect changes of peopl","and I would like to be able to say 'I'm not sure what happened, but I was going to do that,' and then it would be, 'Well, you should have been able to","The sun, the light, is coming from the top, and I can see it's a huge ball. I can see the earth, and it's rotating. There's no rotation of the sun","now let me think about what I'm doing in this session. I'm in a room, I'm wearing a headband, and I'm wearing ear plugs. I'm going to think about that","okay so it's actually, yeah, I'm wondering if maybe the first, you know, one of the first, one of my first memories is of actually lying down and putt","it's hard to remember what the plan is. We had some ideas before, but I'm not sure if this is still the same. I think the idea was that we had a grid ","I don't think we need to go through the whole list again... and I don't know what's the best way to do that... so I'm not really sure about that... an","so the next part of the script is to look at what happens if we do not have any feedback from the system, then we are just trying to minimize the numb","I'm saying this with a little bit of a pause, because there's a few things I wanna make sure to, that I'm just gonna, I don't know, it's kinda weird t","and then the whole thing, it's not really, it's probably not a good thing to have that level of consciousness, because the reason for that is, then yo","I'm thinking about the design of a new data structure. I need a data structure that's fast, with O(log N) access, but that also has the potential to d","and if you add that to the fact that it is an exponential curve of course, and the curve is only really accurate for the first 5 minutes of a podcast.","okay, I'm at the grocery store, I've got some kind of an emergency and I've got to get the things that I need and I've already ordered these two thing","and then the idea of the price of a cup of coffee, and what it would cost you to get it, and the idea of what would you want, and how many cups you wo","I have this problem. I don't know how to do it. I need to make sure that my... [inaudible] I need to find the right... [inaudible], right","18.30, I'm on my way to the train station, to go back home, so I can grab my stuff and head out. I'm in the metro, on my","this was interesting. I was thinking about how the next year would go. And I've got a lot of big things going on in terms of, you know, my work and wh","so, the main thing is to make sure that the product, whatever the product that we're building, has a really good architecture that you can build the p","you know what I thought? I thought like you know, the reason why I'm in the position that I'm in right now is because of the work I did as a software ","I'm going to get a bike... and I want it to be a nice bike... I think I want a 360. The first thing I want to do is get a new frame","it's a good thing I have a car and a good thing, a good thing about my work, I work a lot with AI and I work in a team, I'm in the project team","so you know the thing is you can just, it's like you just kind of have to keep on working and working and working. And eventually you'll just get to a","and so we'll also have these, we'll also get to the part where we have to go to the other side, and there will be this, you'll be this big, big thing,","And I got to play a lot of golf. I do have to play a little bit of golf with the clients. They were trying to get the golf club for the kids, to bring","and it's all about the the the way in which people in a particular region can learn about how to engage in their community, so that they are more effe","you don't have to worry about things that aren't going to happen, so you don't need to have these massive, crazy, like, massive savings account just t","And so this is what I was thinking, this is what's in my head, this is my current project that I'm working on, and that is this is a, so this is a pro","and this is what I was just saying about the whole thing, just as an example, is that I think it's more important to just have a great team that can c","what would be the most obvious thing? I'm going to have to make sure that I make sure that this is the case. I have to make sure that it's the case. A","I'm sitting there and I'm thinking about some of the problems of the world. There's this one thing I'm thinking of right now, which is I'm sitting her","okay so it's so it's in our data, it's in the in our data that we've found that there is a relationship between, between the age of the student, which","there's a bunch of things that I think are important, there are two things, you know, there's the thing about the relationship between, between what h","I guess the first step is that we would have to determine the cause of the problem, right? Well, what we've seen in the past, is that a lot of problem","So you're like, so that's good. There's like an interesting example from the game theory literature. It's sort of like a standard economic theory that","And then we talked about it, and we were like, well, maybe the fact that we're able to measure people's values is going to be something that you're go","there's this big story about the... the United States was funding China's research in this space for decades, and then suddenly, they cut all the fund","I think we've made a lot of progress in recent years in this field, and there's been some very interesting new developments in the use of artificial i","we are trying to make progress with that, and that's the first step in a sort of process. So the next step in that process would be, of course, the se","I know that's what you want to do. That's what you do want to do, and you want to make it happen, and you don't know how, and so you're just trying","I'm not a big fan of the 'this is a 100% probability of this happening, but you only get 80% of the benefit' [from a single dose of","And also the, and also the people that are like, like I've been talking about before, where they are like, okay, so we're going to do, let's say that ","so there's, uh, there's the possibility of a world where the United States or China, or Russia, or any other nation, or coalition of nations, or maybe","uh, the idea is that, well, this is actually a really good point. A really good point that people don't understand when I explain this to them is, uh,","I'm not sure how much of a factor that is, but there's been an effort for many years to try and change the way people think about how to do things, th","that it is, if you have the power to move forward or backward in time, then it is very likely that you have the ability to move forward and backward i","that's one way of thinking about it, but you also have to keep in mind that you could say, 'okay, well, I'll just take a simple example. We know that ","the US government, the Chinese government, and others are pushing a lot of different technologies, but the main thing I would say that we are going to","and then the same, if you were to have a society that was the opposite of a society that you have right now, you have a lot of societies that are high","I'm very interested in the future of humanity because of all the current problems. The current problems are, for example, the climate change and the e","And so it's really quite amazing how these things come in, and it's really fascinating to see these different threads of thought and how they kind of ","I was watching the news. I had this interesting, this little, like, little, interesting thing that they had going on where the President and the Vice ","I mean it is a way of thinking about it that I can go through a couple of things and see what's the best way that I think we could be using these diff","what you do with your energy, and what you do with resources, what you do and don't do, and what kind of interactions you have, what kind of social re","[W]hat we've learned from the scientific research that there's been, that the scientific community, the medical community, is pretty consistent, there","The 'cognitive science of language' has been the main focus of the language department in the past few decades, which has been extremely productive, b","the most important thing is to find a way to make the economy grow as we did during the 1990s in the US, and Europe, and in the 1880","I think that the best way to build a nation is to build the economy by building the individual's capacity to work in an internationalized global socie","and so we have this sense of a universe of possibilities, where every particular is just a point in this sort of space. And there's some sort of dynam","So there is a group of particles called bosons that are subject to certain forces, which are subject to quantum mechanics, and therefore, there is a p","so the question is, what happens when the mind is unstructured? Is there an alternative to the mind? What happens when the thinking, the organized thi","[W]e've already done the [Laplacian] part of the derivative, and the other one is going to be the Riemann part. And we already did the Riem","the right side of the brain, I guess, the left side is language and the right side is pictures. If you think about it, a picture can be thought of as ","so you could put it in the box and then have to open it up to find out whether the box contains the correct item. In that case, the box acts as a prox","the world of our internal representations is actually a very rich, rich world. In fact, if you look at what are called the default mode networks of th","the body of the patient is not the same as a person. It's a collection of atoms and molecules, that has properties that have the potential to give ris","and then I had a thought about that. I've been studying this problem of, how do you find the area of a triangle? And you have different methods. And t","what does that look like? In other words, what is the thing we're talking about? We're talking about an event, what is that? What is an event? Well, y","I don't know. I don't remember exactly. I know we were looking at the thing with the name 'Pepsi Cola.' I was like, 'What does this have to do","and you know, we're very concerned about this. I think we're in a period of transition right now with a lot of our colleagues that are in the early ca","okay, and I'm thinking about the various things we were talking about. So the various things that were talked about at the last meeting. I think we ta","what I just said, this is the key question that is very important that you must remember. This is the key issue, the key issue in the whole discussion","my mother's an excellent pianist... she used to do a lot of professional work... she does some piano teaching... but she also teaches in the field of ","it is my thesis, and I say this at the risk of being laughed at, that the world is not an objective reality that exists out there in some place or oth","you know, I have a plan in which I'm going to take a step back. I'm going to go to the back of the room and say, 'Okay, well, here's my","we were looking at some of the articles we were going to read that we had not read before, and then we would then read it and try to figure out what i","so I think one of the problems with that approach is that it's pretty narrow and I don't know if we'd ever really have that kind of perspective on any","so, there's a few things that I've been thinking about lately as I've been reading some of these papers, and I've been trying to get some of the ideas","And so my thesis is going to be about a lot of different things. And it will be a lot of work. But I'll just mention a few things. So one of the thing","we have a very strong theory in neuroscience about how to do this, and in fact we do that with rats. And what we've been finding is that you take the ","so, one of the problems that we're really thinking about, and this is the second part of this question, is that a lot of the work that we've done to d","I'm a pretty good guy. I work with people on the front end, I work with data on the back end, I do a lot of consulting, and I'm very interested in get","and I think of this thing of when the great computer started coming out, and a lot of people who used to be in computer science were talking about the","I guess I want to ask you: How are you feeling right now? I'm not sure that I'd want to give you the information in the format of, 'I think you're goi","I'm going to try to explain how the mind works. It's a complicated topic and I can't really explain it, but I'm going to go through the process that I","it's something like you have to do a lot of work to get something out, and it's a lot more important than that, and then you can't see what the actual","I'm going to be honest, it was the fact that I didn't have a PhD and I didn't want to be a teacher. I wasn't that interested in it, I just thought,","I wonder if it's possible to make some kind of a program for that, I wonder if we can write that, if we can take some of the, if we can teach it to be","it's not really that hard to learn it, but then you need to learn how to apply it to your code. I know you know how to write code. I think the real va","I'm not really sure that I've got a great deal to say about this, but I'm not going to think that it's not very important. I'm not really going to try","I was thinking about the concept of a business, right, like a business as a whole is something that is basically the sum of the value of the individua","yeah, I could see that that's kind of the case with the people in the organization, right? Because it's, you know, a lot of that stuff, you know, and ","and the other one is the one that we want, the one that is more useful. The one that is going to be, is going to change over time. But the other one w","this is this this is the key question. This is the thing. So the key question is going to be the key question that we can use to differentiate between","and now there's a new idea that's starting to emerge for me. It's really interesting. And I think that it's what's going on with the concept of AI. An","you have the idea that you're going to have to go down to a certain level before you can then have the level where the cost of that is less than the b","the question is: what if it is possible to program the AI to develop a theory that would be more accurate than the current theory? The AI can learn fr","and the thing is that we have so many of these things in our head that are very important but we have to build the frameworks of the software that sup","if we had a device that was like the brain and it was a small computer, but we were able to record the neurons that were active, then we could do some","and then I would just think about it a little bit and I'd like to see the result. I could do that in a paper. I think there is some code that would be","I have a problem with this because it's a very complex system. I mean, if you start looking at, I mean, it's not just like one person can be affected ","I'm trying to think about my life and it's not helping my thinking process. I can't think of anything in particular. So I'll just try to think about t","I just thought of a thing. I'm going to set up a task manager and run this thing to monitor all the apps that are running. I could probably just get a","but the one that was actually more surprising was the one where we had this large number of people in the middle of a room. And we would get them all ","if we know how to do a thing we are capable of doing it fast, that's why we're capable of doing things fast when we know how. If you are able to make ","there's this thing where you have to start a program, and then it will run automatically. So it's like a program that you've set up, but you don't nee","well I guess this is not going to be a great solution because I am going to need to use the same input to multiple output and then we're going to have","I remember a time when I would have done this [a particular task] for hours on end. It's sort of like when you do your homework. You start with your h","Okay, I have a question, what do you think is a good definition of a tree? You know, as a plant or a tree? I think a tree is a plant that has a root","the way that we're seeing that is the way that that you want to do that, if you're a programmer, you want to be able to do that. And if you want to ch","and then I'll go home. That's my next step. So then I'm gonna get back on a bus, or I'm gonna try to catch a train back to the city. And then","and then there's a guy on my campus who's running for the student government, and it's this really interesting candidate for me. It's been really inte","I'm thinking of the test. I think it's gonna be good. We've got good test results, but there's a lot of variability. It's possible the test could be k","...  ... what's the difference between that and the [neural network] models? ... I can't think of anything that the neural network model can do that w","and then you have to decide whether the question you're trying to solve is even answerable. Is it possible for an answer to the question to be obtaine","I think what I need to do is I need to give myself more credit. I'm not going to say I'm going to do it in one go. I'm going to say, 'Okay","I don't think I have ever seen the effect of that, so maybe I've been missing an important thing that I needed to understand that, or maybe it's an im","and so what I've been thinking about, it's actually been a little bit more challenging, is actually, what is the right way to frame it, I've been tryi","I just need to do something with my life, so I can make money or find a place or something like that. So, I'd just need a plan. I guess I would need a","I mean, there's this one thing that I can't solve. So I don't have the time. But what I do is I try to identify that thing, I try to solve it in","and then we go to the other one where it's like a more specialized environment for certain tasks. That's what it is. Then the one on the left is just ","Okay, let's say, okay, there's a bunch of things that are out there that I need to do to make sure I'm able to meet all these deadlines, right? And th","there's this new thing that's coming out. It's a very large, high-end, enterprise, data analytics. I think the market is very much still developing an","And then I'll look at it, I'll see if there are any other interesting features, or if there's a whole bunch of features that I didn't really anticipat","I am going to make a graph. I'm going to make an XY graph and I'm going to show that this function, that the sum of this function and this function is","It's all the same thing. I've done the same thing, I've been on the same team. I've been to the same place. I've got the same questions, but it's","we can see the color. We have a lot of color data, and it's interesting to see what the color data can tell us. If we have a color image, a 3x3","uh so that's like, like that's a, like a kind of a problem in this case where we have this sort of, I guess it's like, so we have these two variables ","and you know, you know, if I had a day to, like, create a day to have a day to make a day, and you know a day to do nothing but research, what","And we're here today at the conference. And I'm going to talk to you about, uh, about my work that's going on, and my work that I'm working on with a ","this is the fourth round of our data collection. So, this is what we've done in the past. I mean, the first two rounds were basically looking at what ","we should have an event that is actually a talk or a seminar or something like that that would actually get people together and give them the chance t","I am an administrator in an organization where we have been using an innovative tool for a decade called the 360-degree feedback process. The process ","I think the reason people use this form, is they find it easy to work on because it is not like when you have a specific thing you have to do. So you ","I want to be able to think about things and have the time to think about them, but the problem is that it's always on my mind. When you do work in a c","and then I think about how it's been. I think about the kind of work that I've done, how it's changed over time, and the way in which I think about my","and I'm working on a problem with some clients and I've been working on it, and it's going to take a week to be able to resolve the situation, so we'r","and I see this, this is the main thing, you know, I want to look at is, and that is, I see a lot of the sort of the sort of more the sort of","[t]he...the...the...I was thinking about...the...my...the...what is a good way of...how to...how to organize a...a...what is the","[I]f you're looking for an [expletive] or an answer to a question, [expletive], you're looking at your email inbox. The email inbox is a great","I'm thinking of things I did for the last couple of days, I mean the last two weeks, or so I was thinking, and I'm wondering if people are getting a c","I've been doing a lot of this, and it's been going well, but I'm kind of getting to the point where I'm not really sure if it's going to be successful","and then I'm thinking about a project where I'm teaching a class, and I'm thinking how do I make it more engaging. And so, I was thinking, well, I cou","what I can say is that I think there's a lot of interest in artificial intelligence and the study of intelligence, but there are a lot of interesting ","I have this picture in my mind of a guy with a long black beard, and he's just like, oh, he's just sitting around in a cave and he's been working for ","I have this one kind of idea of what I might do if I had to give a presentation and it wasn't the standard lecture thing, it would be a little bit mor","[the] word [of] the day for the day [is] the word of the day for that day [and] how would you describe it to somebody who hadn't heard it before.","you know, it's kind of strange how that you know I've been thinking about you in the past week and I haven't seen you yet. And then I realize like tha","I'll try to write a blog about what I thought I'll say, and if you're listening, just sort of follow along, that I don't remember what I wrote yesterd","I have to get this, this article done. So I'm working on this, and then I'm just going to read it. It's going to be like a one page summary of what we","and then I thought about all the different ways that the different different types of cells work, you know, to repair the body, like, as we were doing","so I know it's actually quite a lot of work to do something like that and we had a few ideas about that that were pretty good, but it was, you know, t","okay, so let's get to the project now that we have this problem. I would first start with, I don't have the data here. I will try and get this, get th","the first time I saw this problem was in the context of a research project. It was a very good research project. We were studying a very very complica","I have some of them in my mind, but I don't have time to put it on the page, and I don't get a lot of feedback from the readers. So what I would like","what's the name of that group of people that make up the most of the population in the world? You know, we had this class that I took, and we had to d","I was working on a project in which we have to design a robot that has an image of a house in its memory, and then it has to navigate through the hous","So, I don't want to use any other system or any other standard. So, I'm gonna do it myself, the whole thing from the very beginning. And the idea is t","I'm not sure how to answer this question. I guess I'd say that in the early days, as I was moving from a basic science background to computational neu","[12] and then I thought about the [13] the idea of having some kind of an app and it would be a more effective way for a student to take notes than a ","so we can put it together into a single circuit, and then we can then we can look at the time behavior of that circuit and see what we can learn. So, ","we need to remember that what's the number of bits and bytes in the number of seconds in a day? 2 to the 10, so this is 2 to the ... I don","I was thinking about the problems I had with the big machine. It's a computer and I can't do anything to it. It's not like a computer I've used before","So the reason we use this system is because it is very much more efficient and I don't know, in some cases, I'm not sure if it's faster, but it's defi","just like the whole, like the whole... you know the whole of the whole of of the universe, is, is just the combination of these individual atoms, righ"],["I have no idea why I have this idea. I think I'd have to see it, I think I just had this idea to write it down. I think it's a pretty good idea,","I think I can see a picture of me at my best, and I'm at the time when I'm the most successful in the company, but it's a bad picture, because it's me","I'm thinking of something that I remember from when I was little. It was a Christmas story. My mom used to read it to us, and the thing is that it's n","this is a very important point. In terms of the universe, time is a constant. Space is the variable. Time, as in a fixed frame. Space, as in the dista","that's the one that I have to have in order for me to be successful and I know that I'm going to be successful. I mean, I know I'm going to get that t","and you know, I mean, I don't know if the technology is available, but I wonder if the human species is ever going to develop a technology that will a","I think it's that we're just... well, there's some... there's some evidence that the brain doesn't really have a 'reality check.' If you're looking at","and then you'll look at a bunch of other stuff and you'll say, 'well, that's not gonna work, that's a bad solution, I'm gonna go with this, that,","we don't have a lot of people out there that are willing to be the first people out of the door in a situation like that. Or the second people out the","and then she had this one book and they had a lot of books in the library and it had been a big deal, and it had this one guy in the front that was, y","but then when I started thinking about it, like it's all about the number of people that can be at the table, and the number of plates. It's like you ","if I had more money, I would put more money towards a startup. I don't do that right now because I don't have enough money. So, it's like I'm always p","I think we have a little problem because the project I was talking about is actually very much based on the fact that we're going to have the new [the","this is a good one. I'm doing a good one here, I'm getting really excited. We're working on an idea, I think there are three things we want to do, num","I've been doing some work on this for quite a long time, and this is a good place for me to start. I've got a few things here. I don't think the resea","and the number one cause of cancer, I think it is, is, you know, smoking. And I think it's that smoking causes cancer, not just the tobacco, but also ","that's one of the things that I'm concerned about, is that, as we look at the future of energy, there's a lot of discussion about wind and solar, and ","I was at a meeting a few days ago in which there was a lot of discussion about the best ways to have a meeting. I mean, meetings are great, and a lot ","So I'm wondering what I should do for an argument in the future? Like what would be good things for me to say and not say? So I should say, like, thin","and there's no way of doing it. If there was a way, the government would already do it, right? The question is how do you find a way to do it, so that","and in the future I'll have to look at my life and see if I've been successful in those things that are important to me. I know, I know, it's a bit of","and then when we have a small group of people that are really good at this and we have the time to do it and we have it right and then we go and we ca","but we don't have, I think, that level of interaction with the community of the team, with our community, I think we could improve it. If we, for exam","I'm not sure, but I think there's an infinite number of dimensions to the universe. So what's the point of trying to communicate? Like, what is the po","you have an idea, you know, if you want to be very practical, and you want to do something very concrete, the question is, what is the most effective ","And then, we know that the way that we see things is really influenced by our past experiences. It's like if you've learned something about a certain ","yeah. Okay. I was thinking about a different. Another thought, but it's kind of like I'm thinking, you know, okay, let's say that. I know that I have ","what if there's a function where if we look at the time that an email was sent, it can be mapped to a point on the graph, a point in time. And what if","Okay, so there’s an app on your phone that is connected to an API that allows you to make some API call to the web, and it’s an app that is called a m","so what does this say about the meaning of time? Let's go back to that question. So what does this mean? If time is not a physical thing, and it's jus","now you have to make your decision in the context of the constraint, of the particular situation. So what is the decision-making process here? What is","this is a thought. Oh, no. Well, it is. There is this thing called a thought. That's interesting. I had an interesting thought before. It was about th","I am a data scientist, and my field is data science. And, you know, the term that's probably familiar to anyone who knows what I'm doing is, you know ","and then, just a few years ago, I went to a meeting at Harvard, and it was an annual conference on the intersection of law and technology. And the top","So the next time I do this, I would like to have a much smaller sample size. I mean, you know, it's a small study. I'm doing it on one city, one","this is what I do in the evening, I just go out, and I do a little bit of programming, a little bit of code, a little bit of documentation. It's a lot","we are in the process of a review of how much data do we actually have in the public cloud, and whether we can put it in an encrypted form so that if ","and there's a whole range of different things that go into the stack, and it's the same as the stack, you know, the stack has a whole range, which is ","this is actually interesting for the purposes of, the purpose of my research, because this is the first time I have gotten to see that kind of interac","I'll be back. I don't know what this is. This is a test. This is just a test to see how well we can predict how the world works, given that I have no","so it was just like the time you were looking at this and you were thinking to yourself, 'Oh I wonder what would happen if I did that' and then you ac","And that's, we were doing a little bit of some of the math to figure out how many hours a year we could spend on the project. So the first thing is th","now I'm just going to think about what are some of the things that you do on your day to day basis to stay safe. And so, I can think about it in a cou","um, I can imagine doing a project like that and using an agent based model. I was just thinking that for the first part, the first step of it, there's","a few thoughts on this. This is the first time I've actually seen someone who has been a teacher or a coach. And I've been curious about what it's lik","so if you wanted to do the same kind of thing on the other side, I don't think it's going to be that difficult because there's not that much in the wa","the idea is to take the big picture and try to break it into pieces that are easier to deal with and then look at each of those pieces and see what yo","so, so I want to kind of model what I do, what I would recommend in this scenario, but also, how can we apply this to other areas? I'm thinking of may","yeah. This is not a very good example, but it's an example of a really good example, so that if I see the next example, I'm going to be able to apply ","[pause] So, I'm working with a bunch of data sets that have been created over the last two weeks. And then I have this idea that, like, maybe, if we c","well, there's this... this is this is a a random idea that I thought of today. So, the idea is this. It's kind of related to what I was working on wit","it's interesting how some of the ideas and topics I come across, in one form or another, can be related to others. It's not a topic I've done much tho","so there's this other one that's not that connected with a lot of the other things that are really useful for building knowledge representation, for u","so it's all the same thing. The thing is I know that, but I still want to do it. It's like an exercise, right? I guess that's what we should be doing","my mind is open, I feel like a lot of my thought processes, some of my problem solving, some of the ways I solve problems, I feel a little like a comp","we've got some old friend, a friend in the area. They're having some of the same issues, and we're just trying to understand the underlying mechanism ","I'm getting tired of this. This is the third session. And it's getting more difficult. I'm not sure exactly why, but the more time that we spend in th","it's very interesting actually, the fact that you know the technology, but it's not something that we really think about when we're building products.","and it's also like a kind of, it's kind of a mixed bag of thoughts that we have, that we're capable of having, or the kinds of thoughts that are reall","I can remember it was a couple of weeks ago. We were just working with a model to see how a particular, what was the name of the particular, I don't k","that the big idea, the really big idea, which was that you have to have a problem solving engine that can solve problems within the knowledge that it ","well, so it's a really interesting thing, and I'm trying to think about what it means to have an awareness of this sort of thing. If you look at the c","[the idea is] to start from that moment where there are a bunch of ideas in your head, and you have the freedom to go from one idea to another. And th","just talking about the fact that I want to go to a doctor to talk about this. But I want to get a sense of how that could actually be useful. Because ","there's this guy who, you know, he's a real nice guy, he's, he's an artist, he has a gallery. And it's, he has two galleries. And,","I remember when we used to do these experiments and the one that was probably the most fun was a game where you can see this? I can't remember the nam","a lot of people, you know, really do that, they don't have an online account or anything, they just, I don't know, they don't think about it. Like, I","yeah, it's really fun. Yeah, you know, it's good. I know I know. It's great to see them, but I was having the same discussion with my dad the other","So that's what that's about. I think that's about the sort of the development of a good, good, good algorithm for solving, like, mathematical problems","I remember in the 90s when I was a freshman, my roommate and I would sit down and just have a 45-minute long, you know, think-aloud session, and","that is a bit more about the physical world, it's probably not as good as, but we could get into, like, a physics question about, what if the Earth we","and if you're really, really worried about your mental state, I'd say look at how often you're checking your phone, or how often you have to have your","we have all these tools that we've built in the past 30 years and we're trying to figure out how to combine them, you know, to make a system that is a","and it's a lot of people have tried to take the same approach to doing the same thing. So they're trying to look at the same thing but they're looking","and then he's like, what are you doing here? and he's like you've got a lot of free time and you know, why don't you just go make a big deal of it","I'm wondering about this problem with the p values, I don't know how much of a problem it is in practice. So it's not that I have a problem with a hyp","okay so we have 90 days for each of the projects. I need to put in the projects, so for example, I need to submit this. And I'm also going to need to","I'm going to think of some ideas for the project. I was looking at the other stuff I did, and I think, yeah, I think I might use the 760 nm and","the other side of the brain, which is the right side of the body, is also... right-handed... I can't imagine... I can... imagine that there's... the o","the big difference between me and many other people is that I'm not a specialist. I don't really know anything about a lot of things. For example, I d","and I'm looking at the next problem. I don't understand it. I'm gonna try it out. I have this one problem. The problem is that if you have the sum of ","OK. OK. Let's say you're in a car, and you want to get to a certain spot in the city. There are several different ways to get there. Some are faster a","I was watching a show called 24: Live Another Day. It was a show about a guy that was basically trying to get as much information as possible from dif","well, I'm sitting here, you know, at home with my phone. I'm working on some stuff at home. I have an algorithm that I want to write down, I don't hav","okay. The most recent news was the new COVID variant was identified by the CDC, and a little while ago they said that it was only in the US. And then ","I remember working at the library. I'm currently working at the school library. And so my plan is to set up a library as part of a project that's curr","I'm going to try to find some ways to find a solution, like maybe we'll do some brainstorming sessions or just try to get people together and talk to ","oh wait a sec, I've got an idea, I'm going to write a book about how to build a good startup. I know this is a very niche thing, I know. But I","there is a problem, I don't have a list of the right questions, I don't even have an idea of what I want to ask, so I'll do a brainstorming of a list","I'm a little worried because I'm not going to be able to get all the problems done for this course. I just have so much going on. I need to get my gra","I'm going to make a mistake, I'm going to lose. I'm going to say a sentence or something and it'll be really long and I'm going to get lost in it and ","and it's actually just the 30 minutes where we have to do the math, that's the longest part of the day, and it's also the time when we're actually rea","yeah, we need to get to know people. And the first step is to talk to people. And then the second step is to actually have some kind of collaboration.","I feel like this is a little bit of a risk for me as I'm not an expert on all of the various applications of machine learning. So, I'm really just goi","and it's the same for me in terms of I have a number of different areas, and then I also have different clients within those areas that I work with. S","a lot of the stuff that I'm doing right now, it's not a lot of things that I can tell my supervisor about, right? And I've talked to a lot of the supe","I would say, my gut feeling is that the best thing to do, if it's going to be done at the time that I'm here, that's going to help the most with the A","I want to be on this call because of the questions that were asked about whether we can get more insight into the work that's being done at the SAGE g","I'm thinking about this thing that we've been doing in the past 5 years with a new service that we started, which is called the 'hobbyist's shop.' It'","and they want to build this large data warehouse, and I can see this is where they need to go because it's the only way to get all of those different ","I got to think about it for a while, and I started to get some really interesting results out of the data that I had. And so, I went about trying to f","so I've been reading about this, there's a book called The AI Alignment Problem. I just finished it, it's been on my to-read list for a while now. I'm","there's a couple of ways you can go about this, there's a standard way and a more optimized way. The standard way is to run the model through the enti","and I have this other thing that I'm also looking for in the next two or three years, so, that's a longer time horizon, but it's something that's more","what I'd like to do is get my head back into my head, and I think the way to do that is to come up with a list of the things that you can do, and then","oh, and one more thing, I need to think more about what we've been doing, how we've been thinking about that, because we've done quite a bit of this, ","I was looking at some of the recent articles on the SARS-CoV-2 virus that I've been reading and some of the things that are happening in terms of the ","the idea of a very large network that includes a number of very small communities in the US and in Europe. And I'm interested in the effect of these c","I'm sure you're familiar with the 3D printer. You have probably seen some pictures of them. What if we could get that down to the point where, we're p","I have some notes here about the kinds of things we could be doing in our workshops, like using Google Hangout, for instance. We could have a Google H","you know the big thing is that we want to be able to really help these people with their mental health and and uh you know it's a big deal for them. A","the model is trying to predict what happens to a group of students, to a set of students over time, and to predict how that changes and how that is re","and then the one that I was looking at was like, well, it's been, I mean, if you're looking at something in real time, and it's a video, then it's","and I'm working with my colleagues and I'm talking to the client about this whole system, this is something that I've been thinking about a lot, the w","and then it's kind of, it's kind of a good exercise for you, too, because we're not going to ask you to think about how you think, we're just going to","and then I was thinking that a lot of the problems that we have in science are we have a lot of individual research papers that are kind of all over t","my next goal is to work on the automaticity of my thinking processes. The idea is that if you could train your mind to think in a certain way, then yo","[s]o you know the work of the New York Times, so there are so many, and this is I'm sure there's so much data. This is how they do their fact checking","uh huh. So it's the kind of, uh, it's the type of problem. That's like the, the most difficult problem that I've worked on, like the most difficult. U","the whole system is so good, so powerful. In fact, it's one of the first things that we learned in computer science is that you can't build a good sys","I've done something with this, it's a 750 megapixel camera. ... So, I've got the camera, which is sort of the old camera. ... I've got an","The idea of a robot, as opposed to a virtual reality, would be something where you could have a robot that you could actually see in the environment. ","what was I gonna say? Oh, I was gonna say: what's the name of the guy who... who has the... uh... uh... umm... the most interesting work for, you","now what, we've got to figure out how to do this, and how to do that. Like you're working on a project, and you're going to have to send it out, and","I think we have a lot of very important questions we should be asking, and one of them, we can take the example of a lot of people, especially in the ","you know that the ... that's a great way to think of it is a way to think about it. That's why I was thinking about it because I'm trying to get into ","So, I am looking at the 1963 model. It has a different architecture, it's like a more sophisticated neural network architecture. So it is the first ti","oh yeah, you know, they're like, they're similar to the, they're similar in that they're both, I would say, like, very similar in terms of the type of","it is important to be careful and careful, to make sure that they are actually the right type of protein, that you know exactly what the protein is do","so this is going to be a really great... well, it's not going to be that great, but I hope it will be great enough that it's actually better than the ","um. Oh. I was thinking about a problem that we've had with one of the data sets that we've collected that we're working on that we're analyzing, so we","I'm sitting here, I'm really excited. It's the 8th of March. I'm excited about this. And then I think, you know, we'll see if we get any","I'm just trying to figure out why I haven't done any research, and I've got to do that. And I've got, I've got a couple of people who've approached me","and then I realized that that's just like my personal situation, in a way, because the only way to do this, to find these things, is to just ask all t","this is a sort of like a little, like a little thing to look at in terms of what is the future for AI, and what are the opportunities and the risks, b","uh yeah I've been I've been reading I've been doing a lot of reading lately in the last couple months, probably too much reading and that's a problem ","the way that people are, it's not only their own individualism, but the way that people tend to live in a community. There's so much more of a sense o","I'm a programmer. I've got some sort of interest in programming, and so I've got a lot of experience with software development and design and building","we can say that the sum of all of the processes that we do, you know, we're doing, is a certain thing that's happening at a certain time. It's a very ","it's so great to see the data come out in the form of actual physical structure. That's a really exciting thing. That's why, I mean, it's an important","so when I was going to sleep and I was really excited about this session, I was thinking like 'I'm going to sleep tonight, I'm going to think about th","you know, the way the data was going, there was no reason to use this as a separate thing, and it's really only because I had a lot of trouble with it","I remember this, I remember this. This is like a dream that I remember having, that I remember when I was like a kid, I remember my teacher giving me ","and then I was thinking about the problem of the light rays, that, you know, the light rays that come from a distant galaxy, that has traveled, say 20","you know I'm thinking of some things about how to use my computer to make a lot more efficient use of my computer, you know, I was thinking about ways","[11:22:15] So we can't get a bunch of people together and say, let's do the same thing, and I think that's gonna be really important for","I guess that we were very early, in terms of the Internet, but the way that it's spread, the way it's changed the world, the way that people are commu","I'll put my phone in my pocket and turn it off. I'll walk into the office and go to my computer and start looking at the files and then start writing ","and it was the third one. The second one, I did not put in because I didn't need it, but the third one, the second one was, was the second one. But th","I remember the first time I was like in class and I was like, okay, I was like, I remember I was doing this class on like the first week of the semest","the past, the present and the future and how does that kind of stuff work? I mean like a computer program that you can run on a computer or a program ","so that's just another one of these... the other one is... actually the other one I want to say is that you know if you think about it, like, there's ","okay, I don't know. I think what I'm saying is, like, I mean, so you know, like, people have these, you know, these, like, this sort of","that was my first experience with a text, I think, I didn't know how to make text files, like, on the computer, on the Windows, because I was doing th","what's interesting about the way we are thinking is, we're not very good at thinking about the way the way the brain is working, because we're not tha","and then I started to get a little bit of a feeling of my life. Like my life is, you know, like an assembly line. I don't know if you've ever looked a","I remember I was looking at a paper for my history class. I was looking through the information of the article. So I was looking for a piece of paper.","it was something I just read recently about the idea of the collective unconscious, Jungian idea that there is something about us that we all share an","and in the beginning the world was this thing, it was this thing... and it was not good because it was not very creative... it was like an empty white","the earth is flat, and I just don't understand why, like, a lot of people believe that the earth is flat. I just don't know. And I think it's because ","the only reason I am doing this is because the only reason we are doing anything is because there is a certain amount of curiosity, a certain amount o","I wonder if it's possible to have a negative experience which is the same, or similar to that of a negative experience in the brain, but the differenc","this is what I would like to happen and I don't know how to make it happen. What I want to happen is that this new version of myself, this new mind, w","and it would be very nice for the human brain to have a high-resolution and a high-speed scanner that would allow us to follow the changes in brain ac","the generalization of a few very simple rules would be useful, for example, in the context of the development of new technologies. I do not mean the s","So what we're trying to do is to define the difference between the human and nonhuman. In order to do that, I want to compare the brain of an ant to t","and that was the time where I was having this conversation with my colleague who's a friend of mine about the fact that I'm an atheist and he's a Chri","and I have this feeling that there's this big potential in the world that the world is full of knowledge and things that are already known, and I know","I have been thinking about that idea of a 'shuttle' for the last ten minutes, and I keep going back to it. I'm just not sure if it's even possible or ","we are in an open source ecosystem and we've made it clear that we want to take open source to new levels, to get more people involved in it. And the ","we have to be mindful of the fact that we're always going to have different values and different philosophies about what it means to be a good AI, to ","and then I realized that that's an interesting perspective and so I just started writing in my diary about that and that's the kind of thing I'm talki","I'm thinking about how there's a lot of stuff going on in the world that's not of any value. I mean, it's a really messed up world. You know, a lot of","I've got this idea that a lot of the things that are being sold in the stock market these days are basically government-sponsored enterprises that are","the fact that there's this general recognition that we're in a situation where we've got to be really careful about what we're saying and doing and we","it's always going to be this, isn't it? I mean, it's always, I mean, and you just can't, there's no way to not take these things and use them","I was thinking about how people talk about the idea of the brain, and I guess the brain is a very complex structure, it's very complex structure. It's","it's an interesting question, whether you need to have the hardware for something before you can use it, and whether the hardware is the brain. The br","I think we would have to say that that's not an objective state. But what it does, the first step is to look at this in a purely empirical way, to loo","... the first one of the main parts of the brain is the one that's known as the limbic system. And then what happens is that you've got a part of the ","I can imagine a lot of what goes on in my head. It's just that it's not something that you would think to put into the language of a programming langu","And I'm thinking about the whole issue of, like, in general, this is just the beginning of our ability to communicate in a way that is truly human. Yo","you know I would want to... I would want the ability to say, okay, what are my biases that I'm using and the things that I would not want to be using ","I know that... I can do some of these things, and I know that the other ones are going to be done by someone else. And so that's where a lot of the wo","and when I get to my house and I'm not using it. I'm using it for 10 minutes and then I turn it off. And then it's not being used, and it","the only thing I need to do, that's, that's what I was talking about with, with, with the, with the previous problem, which is that we've been, we've ","It's not a matter of just letting it go or just letting it happen. It's a matter of... I don't know. I don't really know how to define it. I'm just","and what's the other half of that? Well, the other half is that you've got to have a framework to support your organization, and then you can organize","the whole thing's that I don't want to get to the point where the whole thing is an algorithm. I don't like the idea that there's an algorithm. It's t","Okay. So, I've been thinking about the, you know, the relationship between the way the body is able to do something and, you know, why it's able to do","So the concept of an anti-corruption force, and it seems to be the case that we have had for many, many years, especially in the American political sy","I have an idea. I'm going to do something similar, except, I'm going to have this be a set of lists. So, I'm not going to have each of them, or","and we'll start with the one thing that's going to be our first one that's going into the program is going to be the creation of the first application","you know what? It's just a nice way to say, you know, you're in a big pool, and you're trying to figure out what your relative position is, and how yo","this is a really great study, because it's looking at the way that people do cognition, in an actual world, in a way that's completely novel and diffe","the whole system is one thing. It's a thing that is composed of different parts. I am a thing that's composed of different modules. So I'm a system of","uh yeah okay so so what do you what do you think that that you can do what I can do what do you do what can you do what is what are the what are the t","but I want to bring the [a] data set and bring the [b] data set. We've done this before where the [c] data set we've taken it to the [d","we're not going to talk about this much, but there are all sorts of different ways of measuring, so we can measure things that are unmeasurable, so we","the word is an important part of this. So, I mean, in fact, in the last couple of weeks, I've been, I've actually started reading a bunch of, well, wh","and I'm wondering whether what you've been doing is even... if you're going to be able to do this because it's going to require a lot of time. So you ","the question of the world that we're in right now is that we're going through the pandemic, and we've seen a lot of data that shows that it's going to","this is, of course, the question, is there any real difference between the two, the differences that we have made between these two systems of educati","well, so when you're dealing with a really complicated, intricate problem, you're doing things that are quite complex. And you're trying to do it in a","Okay. So you're doing research on the impact of exercise on depression. And you're trying to design an experiment, and you're trying it, you have a sm","I'm going to the library to try to figure out what I need for this class. I've got a couple of days before I've got to submit this paper, so I could d","And it's going to be a few more days before I have to do anything about this because there's a lot of research on it and I'm doing it because it's bee","so if you wanted to see this from another angle, you'd do what? So we would do another layer of what we would call a partition of the space, right. An","The 34, 35. So the 34th and 35th problems are the two that we're going to focus on. I just realized, so what are those","I'm gonna have to get the paper on here and then get it on my phone, and I think I'm going to just put it in a folder, or I'm going to put it in","I need to keep my notes up to date with the current information. I'm going to see if we have any new information coming out about the [insert name her","and they said, 'Okay, so how about I try it with this, and see what the results are.' I have a different idea that I'd like to try, but I don't know","so I have a project of doing a multi-mission, I have a plan of doing a project of the multi-mission... and that project is the work of the European Un","this is a new kind of study, actually a new study of an old thing, but it is an old thing in a new way. The old thing is the idea that when you study ","a lot of the thought in the last 48 hours has been about the work, the work, that's a big part of the reason why we're all here. It's not about the","and this is how you start to model it. So you have your model, you have your data. And you want to know how good your model is at predicting the data.","I think we have an interesting set of questions. One that you could think about, which we have not done, is how many data points you have, how many fe","So I'm sitting there thinking about, thinking about... and I'm thinking, I'm looking at the, I'm thinking about, I'm trying to do what's called, I've ","... ... and now I'm thinking about, I was reading in a book about how the idea of the mind, the concept of the mind as something separate from the bod","so then it's not actually the light is not the cause, so the light is a cause of something else and the light is an effect of something else so that w","uh huh, that's good, yeah, so I'm looking at my... my research and it's a long way down this... this thing, I can't think of a name for this thing","but now, there was a point that I was going to try to make in order to explain it, which was that I thought it was important that when you were creati","And then when it's over and you're doing a little bit of a post-mortem analysis you've got to know what you've done. You've got to understand why you'","And so if I think of the model as I did last week, then the model would be a circle with a circle in it that's smaller than it, which would be the sub","I don't know how it feels to have been born, but I do know what it feels like to have been created. I have some experience with that. I don't feel tha","this is an idea, that the universe has a structure, it's not a random collection of atoms and particles, that there is a structure to it, a structure ","the first thing that I wanted to say was that, there was a certain amount of time that had passed between the beginning of the session and the beginni","the more we talk about it, the more it starts to shape itself... And this is why I think it's important that we're all in the same room, so that we ca","the concept of time... it's really interesting, that I'm just making a concept of time. What's happening with this time? Why do we have time? If we do","and we think of all the things that are possible. And then we go in, and then we see the things that we can do. But they are not our limitations. They","I have an image in my head, it's like a camera that's not connected, so it's like it's a memory, it's an image of a memory, so when I'm looking","but the way that you see that there are only three colors and there's this separation between red and blue, and that's how you see the world, is a pro","3, 2, 1, 0, -1, -2, -3, ... and then -4, -5, and so on, and then there are -inf","(the participant is counting on their fingers) and I'm just curious, why does this work? I mean, what is the structure of the brain? What is the funct","oh, and I'm trying to remember how you know how many you've got. Well, you know, I've got, it's like, I've already got one of these and I know","I see a rainbow, I can't remember the rainbow that was in the sky. I wonder, how long did the rainbow stay there? Is it a stable phenomenon? Is it som","it's about the speed of light and the distance to the moon and then it's about a physical phenomenon that has an effect in this and in that and in oth","I don't really have any plans, and that's the one thing that's very difficult about it. When you have a plan, you're able to look back and see how man","70000 bits per second, a human being can produce approximately, so it's a very high information rate. Now, how does that relate to, say, the ability o","So if we were to make a system of particles, you know, it's not like it's a classical system anymore because it's quantum mechanical. And so the class","And it's like it's a system where it has a self-correcting mechanism of some kind, but then I'm asking myself: what happens if there's a new technolog","1.0.02, I have the impression that we've been looking at this problem from the wrong perspective. You see, what we want to do is find the value of a,","and I can see the relationship between this and the graph of the function. You know, when you take the log of this, you see the relationship and so we","I have a model of a pipe and then I see this little screw going through the pipe. I have to turn this screw, but it's a screwdriver that is actually m","Now I see my 44 year old self, I see my physical appearance, I see myself in a way that I can't see myself in, but I'm not wearing clothes. I see","the more the time, the more the image, the more this image has its own self and it doesn't belong to anybody. So, it's a bit like a computer program, ","that's why I don't know anything, I don't have a conscious thought, so it is not conscious, it is not aware of the reality. Then I don't believe in an","I think that we can use these models to analyze the properties of space-time and also to analyze the space-time, the space-time curvature, or whatever","So, here it is, the mind that I'm looking at is a mind that has the same type of structure, the same type of composition as the universe in which it i","a train was going through the woods and it was hitting the trees. There was an electromagnetic field at the top of the train that would then interact ","and I know that this is not only the most important thing that I have to learn, because, for me, it's an algorithm. It's an algorithm of thought. It's","The thought of a possible way of understanding what we're dealing with here, which is the problem of consciousness, of understanding consciousness, or","you're gonna find the pattern for the second time... so, I'm gonna show you this pattern... it's gonna be the same pattern... it has to be the same pa","it's a good example of a big problem, it's like if you take a computer, and if you make a computer that can't do anything else besides solve a particu","and this is what's going to happen... this is what we're going to see on the screen and that's what you're going to experience. We're going to make an","The moon looks like an ice cream cone, with the edge of the cone being the shadow of the moon. The Earth looks like a ball on the ice cream cone. It i","I am a dot, I am a square, I am an infinite line. I am a cube. I am an angle. I am the end of the universe, I am the beginning of the","The past is a path that leads back to the future, which is to say the future is a path to the past. The past is the future that never happened, the fu","and you are doing this because you know what is going on in the world. Because you know what kind of world we are living in now. You know the kind of ","and now I'm thinking about a project I started a few years ago, it was a project that I was working on, and I have a kind of a metaphor for how it tur","(…) then they also came together, which is another thing. The fact that they came together was the first thing that happened. They came together to fo","I'm a bit confused. I don't know how I'm going to write this thing. I'm not sure how to do it. I've got a few ideas, but I'm not certain","what is a perfect square? 4 is a perfect square, but 7 is not, 9 is a perfect square. 5, 6, 8, 10,","[ ] but I want to be able to do some math, I want to know the number of digits in 2^40000. It would be very long, I don't","I can see the word 'life' as a tree with its roots at the center, and the branches growing out from there, as the first letter is A, the second is B, ","then, if that's not an abstraction, I mean, we're not sure that the object is going to be in the space-time of the universe in the next second or a mi","and that's it. Well, you know what it is. Well, it's just the same thing, the same thing. It's just the way I got that thing, that thing was that","it's an interesting way of looking at what is, is, well it is a question of what it is. And that's where I'm going to stop for this particular discuss","so that the basic concept of what's happening here, is that we're going to have this large collection of particles in this region. We have them in thi","I can't think of anything else to say. Okay. That's it. And if I were to go on in this way and say out loud everything that came to mind, it would tak","now I've been thinking, I think there are some principles here. Let's see. So, the principle of non-identity, let's call it. We have a rule of identit","The problem of the foundations of arithmetic. I'm sure I can do better, but I don't see the argument right now. And this is a little bit more than I c","if we take it out of the plane, and look at a time series of numbers that is a series of bits that can be one or zero, then the first thing I'll do is","[I]t's all about that, you know. And the goal of this is to use the tools of the discipline of mathematics to understand the universe. It's not the mo","there's something I've been meaning to talk about. It's about the way people think. What I mean is, is there a difference between the way people think","and so if I can prove this in general, then it would prove it for the other, for the other would have to be a particular case. But I don't think I cou","okay, so if you have an exponential distribution, then the probability density is some constant that depends on your scale, times an exponential funct","and that is my definition of the word. It is the function that the word carries in a particular context. It is a kind of information and this is what ","and so it's a very small bit of information. It's about 10^(-100), 10 to the -100, something like that, but there's","and then you had a circle around it and the circle was just a single digit. So I mean, that's very interesting, because it's kind of like a way of see","then you have the thought process, the thoughts that come up, and they are often very interesting, but you need to try to use the tools of mathematics","that's the whole reason you see the effects of the Doppler shift in a spectrum, you can see a shift in frequency and that is the way to tell a red-shi","I'm looking at the shape of a cloud in the sky, and it's sort of a banana shape, and I'm wondering what the probability is that the cloud is a banana ","then I had the idea that you know, I'm sitting here and I'm looking at a chart. It's a chart of how different things relate to each other, and it's ju","I don't know, you know, I mean, I could have said that a million times. I think it's sort of like, well, it's interesting that the brain works like th","I know we had some sort of, a kind of an experiment where we, I think I'm right here, right on, I've got it. You see, it's sort of like the","I'm going to do some math on the white board. So I'm going to find a number between 1 and 9.9999, and I'll call that A. And","I think this is something that I'm going to say in my talk, which is I'm going to ask you to give me a set of random numbers and I'm going to do some ","Oh, wait, a bit of math. That's interesting. I'm going to get this into a system of equations. Now, let's say that we have this 30-foot object and","[In] the game, what is the chance of winning with one try? What's the chance of getting the number, not getting the number? That's the question. This ","0.07.54.41803.14190.00355.14440.04930.1","I wonder what the weather is like right now at a particular location on the earth's surface, say, right now, right now. The weather there is the same ","well I'm looking at this chart. I don't understand it. I'll look at it again. It's not as clear as I thought it was. Well I guess that's about what I","I'm working with an airplane. An airplane has three main sections. There's a wing, a tail, and a fuselage. There's something in there. And the airplan","I'm getting better at the last one. I'm getting much better. And I'm trying to see how long I can go between those two, and I'm getting good at that. ","I'm going to use 86.76 because it's going to be used with 0.1. That's the probability of this sample being right. That's our test statistic.","and if you have to buy a pizza or a pizza box, the pizza box is like a square, right? I don't know what I'm saying. If you have to, like, buy","so I was thinking about something that is sort of a thought experiment that I've seen on the internet before, and it was very interesting, it's how do","I'm just thinking about what I'm going to do later. It's getting late, so I'm going to have to go home now. I think I have to do something about this.","what I'm wondering is, okay, I'm in a meeting right now, and there's a big picture on my screen here, and it's a bunch of little circles and I'm wonde","So yeah, I'm here now and I'm getting the results in for this. Yeah, I'm just going to be checking on that. So that was 14 of them. I'm","so the next thing we have, is we have the first few of the three parts and we have the last part of the second three parts. And the first part, the fi","and that's how you're going to have to get it through. And then they'll, they'll make that. You know, this is a bit of a different challenge. The new ","this is a great example of that. A great example, you know, if you're doing something, you need to make sure you have a good amount of code in your co","it's a very common question in computer science. You want to create some kind of database that is searchable by various terms. So I'm trying to think ","it's like a game of chess. I have an engine, the computer, and it makes me moves, and then I play against it, and then the computer plays against me. ","you know, the other day I was having this thought that you could represent any number using only the digits 1 and 0, which is what computers do, right","then they don't want to give it up. I don't want any more of it. They don't want it. And then they have a question, like, what if there's something el","I remember when I was a kid, I was really into Pokemon. And I have a really fun Pokemon game with my friends. So I made a new one. The Pokemon game is","I think the data would look a lot better if I did the same thing with the other players, I could get a bunch of players to do it, and I could see whic","I'll start on a project to write the code to play the game and get it working. The rest is a UI that is probably going to be pretty simple. ... the mo","I'd like to go through this and write some code that creates a grid of hexagons, and then randomly put some text in each of the hexagons. And then, wh","i'm thinking about what we might do in this area to make it a little more secure. we need to think about our infrastructure. we're going to have a new","it's the same idea for me and the same idea when I was working with it. If we have the same ideas and same values then it's easy. I can just give it t","So I guess it's just a simple 1:10:100:1,000, 1: 10: 100, I don't know","the only way I have to see if it works, is if I do it and I see if it's effective. I have no idea what's happening in the background and I would assum","I'm in the process of writing this, and I'm thinking about a concept called 'conceptual space', which is like a shared memory, and in a sense, is what","And I'll be in the forest, and I'm looking at the forest, the forest, I'll be looking at the trees, and they're looking at each other, and they'll be ","the next thing that I remember is when I was in elementary school, and I was in 4th grade, and I remember the first time I had to use a computer in sc","it's really just like...i know what i'm doing. I'm a good programmer, I know how to solve problems and I'm good at it. But then I'm like...and you","and it's a good way to get into the rhythm of writing. It's a good warm-up. I think I have this one. The second paragraph is going to be about the imp","the first time I did this in the middle of the night, I was getting ready to go to sleep. I was looking over a chapter in a book, and I was trying to ","you know I was like I had a dream last night or I'm having a dream right now. It's like, I have this, like this little guy, who's a little, you know","and it's kind of a weird thing because I've never really done a thing that involved... in a programming project before, and I've never done that. But ","I think I remember when we went to... to the university library in the basement. Yeah, I remember that because I used to have this like a really big, ","Okay, so now we have to talk about what I found that we should talk about, what I found with the second one, right? Okay, well, I know that I was goin","[I'm] not sure if they've... I'm not sure if this is right, but I think I just might be able to figure this out. So I think the first thing that we","I've been working on this stuff for a long time. I think this is going to be a big deal. The whole point is to create a better, better, better tool fo","and then I also want to figure out how to do that, how to make sure that I'm not putting the same word, you know, I'll have an idea, and then I'll go","And so we can kind of take this out and use it as the data structure of some sort of kind of an abstraction, or some sort of a data structure that we'","ummm I think it's the time for you to have a brain, you know, that you can actually think about these things. And, you know we want you to be able to ","we had to be able to make the distinction between what was the problem and what was the solution. So that we were able to differentiate between the pr","the one that I was really excited about, as I'm a very visual thinker, is a place that I work in where I actually get to take photos. So I have my cam","And I've heard that in the middle of the night, the brain has the same amount of activity, the same amount of blood flow as it would when we are awake","it's like in my own head I just had an image of a picture. It's like there's some sort of image. Like a picture and then I was like, oh, this is like","I'm talking about the environment and how it affects me as an individual. Like if I'm in a certain environment and I'm in the city and it's hot outsid","I think we have to be a little careful when we start talking about how the universe is designed. I think that it's probably possible to use a lot of s","and then I'm looking at some of my code, and I'm thinking, what do these variables represent? How do I know if my variables are being used for what I ","It's really not a coincidence that I just had a thought. This is not just me randomly thinking things. So, this is not just a random thought process. ","and that's really the interesting part, but I want to, I think about what I've done in the past, and what I can do in the future, and I want to get be","you know, if you have a data set, and you're going to be training on a data set and you're gonna be testing on a separate data set, then it's going to","And then we have a, I have a memory of that. I've talked with other people about this. I think one way we can measure that is the degree to which our ","I've got a bunch of random ideas here... one idea is a hypothetical way of generating random numbers, which might be of use to cryptography and also i","and I'll go to the website and just go back and say, hey, how much did we spend on this product? We've got an idea for a new product here that we're g","and they're not only going to be like, 'Hey, can we look at this in a more visual way?' like, I want to put up like a grid. I know there's probably","uh-huh. It's pretty easy to have a conversation and the one thing that makes it hard is having a conversation with people who aren't actually there. S","a little bit of my life, a little bit about the data. So I have a table here that shows the amount of money that the government spent in different cou","And you can see, for example, this, this is a set of data. I would say the average data. And it's the average across the whole range. That is, all the","I'm thinking about the 1930s. 1920s, 1910s, and 1900s. What do we know about what","I am looking at a screen, and there's a green and blue triangle on this screen. There is a square, and the square is black and white and it's floating","the computer has an average processing time of 0.65 seconds, but the average for the graphics processing time is 0.05 seconds. ... The problem is that","And then they can go down there to the lower levels and there's a lot of stuff that's being produced. So it's going to take some time to sort out what","and you've got to watch the other side and you've gotta watch it from the opposite side. And so if you do that, you can have two cameras running. You ","So the way that I would think of that, because I was thinking about the question, why do people tend to get more information in the first half of thei","and the reason is that we're always focused on that end point, and the way that it's framed and the way it's built, but in reality we've got these lit","so you're going to have to come up with an alternative solution. So you're going to come up with a solution that's going to be a little bit different ","I was in an office, I think I'm in an office right now. I don't know how much time has passed, but I've been here for a while. The first thing I did","this is why the government is saying they want to do things that are in the public interest and I don't know, I guess I would have a lot more confiden","And if you have a machine that has the ability to say yes or no to every question that comes up, you can ask it a question and say, okay, does this qu","and then I mean, this is another example of the sort of situation where I would need to know where I am in order to be able to act, but also be able t","I'll give you a bonus of $10,000 at the end of the study, right, if you don't have a lot of personal bias against me or the study or whatever","but I have seen this before. This is a pattern I've seen in other people. I have some idea of what I think that that means for them. I think that's wh","and we could say, you know, we could say that it's very good to be here, but that's not necessarily the case. It's really quite good to be able to be ","uh it was very nice I think it was the the first time uh that I used the code I was able to use it, and I'm not saying that it was the first time it w","okay, well, uh, if we think about the different kinds of risks that people face, there's a couple of obvious ones, uh, uh, there's physical health ris","I was thinking about the history of the area and how you know, the, uh, the first, the first settlers, uh, in the United States, the first ones to com","you know it's a really interesting study and the idea is to look at people that have a certain pattern of thinking, a certain pattern. You look at peo","and then I thought about the idea of 'this is going to be an interesting topic for my talk' and I started thinking about 'is it going to be interestin","and we can't really get all that data back if we don't have the right, if we don't do the right thing on the data that's being collected. I don't thin","uh yeah, it's interesting I actually just got an e-mail from a professor at the University of Michigan today about my work at the University. And what","I can't believe how much stuff is going on in my head and in my mind and what it's doing. I am thinking, I'm doing it, I'm analyzing it, I am in","So, one of the things that I've been interested in in this area is kind of looking at the, the, the effects of these things like the use of antibiotic","I wonder about that. I wonder what would happen if I were to put together the data that we had gathered from the pilot studies and the pre-tests and t","I am actually thinking about a certain person, I have known for a while, and I've been working on the project to try to get them involved in the resea","I am trying to think about what I'm trying to think. I don't know how to begin. I can't think of something in particular, but I can say that I am inte","I have to say that my experience of doing research in the field of cognitive psychology has been mostly negative, because people are much more interes","I have a very nice memory. It's funny, you know, because I was born in the middle of the second world war, so my parents were refugees and my grandpar","it's going to be interesting to see how they integrate the new technology, and how much it's going to affect what they're doing. ... I guess for me it","uh it is very hard for me to uh uh really try to connect uh that with uh with what I was taught, and the work that I did in in graduate school because","the same is true of the U.S. stock market, and this is very, very difficult to understand. And we are talking about people that do not have any specia","and then we see this new market and we see the market is developing, but we don't see the market developing with a lot of other aspects and with a lot","And then I remember, I was reading that there's actually a little bit of research into that and there was a study out of California where they took, a","you know, the only thing that is that makes the company is that the CEO is from India, and he's doing the job, and you know, there's no question. The ","and that's what's going to happen in a couple of months. The fact that I'm not going to be able to put all this knowledge, which is my own, in a way, ","and I know it was a bad decision, but I have no idea how to fix it, because it was really a bad decision. I mean, I'm still going to be a teacher, but","so I'm in the state of being very, very frustrated, very, very, I know that the FDA and the pharmaceutical industry is pushing drugs that are very exp","yeah, I could see myself taking a class, and working my way up to the top. Yeah. I mean, I've got a background in accounting. So, yeah, that would be ","[W]hen I'm reading the articles, I'm going to read them through and then I'm going to put a few questions in terms of a lot of my clients and their qu","a lot of the things that people are worried about, are things that are actually, I think, quite insignificant compared to the other things that are go","and then there's also the problem of the new, so I guess I'm, you know, it's a really important issue in terms of the business model for a startup com","I'm thinking about, like, my work schedule, where I'm going to work. I've been out here and I think a lot about work, and I think I'm going to have to","okay, so I'm not sure where we are going with this, but I'm willing to be, the fact that it's in the news right now, which I think is a good thing,","[P]ersonal, I've always had a pretty good view about how the US government works. I think that there's a pretty good number of people in the US govern","I'm doing this thing. And it's pretty hard. I think that maybe there's not too much money available for that sort of thing. So you can't have this rea","you can see the need to build, you can see the benefit, but there are a lot of things that are, like, the people that I work with, a lot of them, like","and I was talking about that idea that I have been working on, where you have a little bit more of a traditional type of architecture, and then a litt","we're using a lot of data points here. But what I don't think we should be using is a lot of that data as the basis for any kind of conclusions about ","I think we've got this now. Yeah. So, we're now using this kind of an algorithm, which is in terms of a pipeline, it has some kind of an input layer, ","what do you think about the other stuff, if you're not going to put it in a box, but if you're just going to use it, but what's it going to look like ","And then the more important issue here is the other one, which I'm trying to avoid, but the other one I can't avoid because I have to look at it is wh"],["I see the house. The house is white. It's a very old house. It's got a red door, with white shutters. I'm in a white dress. I'm walking up","[T]hey [the children] just sort of played in this field... [I]t was so beautiful. ... [T]he whole field was like an orchard, ...the trees","in the last room in the last hall in the last building in the last street, he saw the figure, just a shadow, on the wall. He saw it before he saw it. ","it's just a bit too late. Oh. This is an awful time. I have to go in, it's not as bad as it could be but it's pretty bad. I'll go","I feel a little bit dizzy. I'm very tired, and my legs are going all the time. I feel like I'm on the edge of a cliff, I feel a little dizzy and a","you can see the shadows of the trees, and the bushes, and you can see the trees. The leaves are the colour of silver, and the leaves are thick and the","And the person I'm working with, the woman I was talking about, she's got a big dog, and a cat that is a little bit meaner than the big dog. And it's","and then you know it's like a light switch, you know it, like you have that thing where it's like if it's dark you just turn on a light switch and the","and I had a friend in a band, and we were writing songs... I think I'm gonna write a song about... yeah. [silence] Oh no! [long sigh] [music","I can't sleep. I think about this. This is like, I feel this feeling in my legs like this. I can't remember the name of this song, but I think it's,","the earth and the sky and the... the sea, and the fire, and the air, and the darkness, and the light, and the sun, and the stars, and the planets, and","And the snow on the mountain, the mountains are beautiful... There's a mountain, and there's a big lake, the lake's so big, and the mountain, and the ","the earth, the earth, the earth. The earth, the sun. The earth is the earth, the air. The earth, earth, the water, the water. The earth. The air","I'm lying on the grass... in a field of grass... and I can see the sky... the sky is so blue... the sky blue... I'm looking up and the clouds are goin","like the story of the king of France or something like that, when he was dying and he saw his subjects all crying in the front of him. So he said 'wha","the sun is burning on my face. ...the sun is on my face ...and it's warm ...I feel like it's going to rain. ...the tree is blooming. ...a bunch","that is just a whole bunch of ants over there. (He looks) like a mountain. (Laughs.) Like a huge mountain. And then there's all of these different peo","And, like, I'm supposed to, like, be like, 'What are the odds of you being like here?' Like, I'm like, 'There's about a 1% chance","I think I got that right, this is the second one, oh I have this one here, I think it's this one I got to say, you know, this one is the big one","umm, yeah, that's the kind of thing you'd do for a really good story. A story where you could really make out what was happening. Um. No, not like a v","I think my dog is in the yard, I think my dog is, um, in the, um, yard, um, the back yard, I don't know if he's outside or not","and I'm trying to figure out where this is. I think this is in the south. But I'm trying to remember where it is. And I've been on this, so I'm trying","And then I'm going to make a comment. I'm going to talk about this because I'm in my first year of college and it's very interesting. You know, the id","I've had a dream, and the dream was like it's going to be like, we're going to play a game of Scrabble, and I'm going to be the first to get to","I just realized I have this book right here in front of me, and it says 'The Future of Us' and it's all about the future of the world. And it says, 'A","the three of them were playing, and this is when I was going to start, but it was before that and they were playing and this is how they were playing.","the idea is that people don't make decisions, but rather, they make ideas that have the potential to become decisions. And then when they make the dec","and it's so hard to get things to look right on the page because it's really hard to draw straight lines. Because you've got to do a lot of things on ","and so I can't believe that, because that's just not the way I think. And if you were to try to say, like, let's say you're going to start off and you","this is a number of little things that I've done. One is that I have a very, uh, the very first time I had an idea for a website was the first time I ","you know, like if you're making an application, and it's a web page, you have to put a link to the next page. You can't just say, this is the end,","I could take a few steps at a time. And then I could go and take some steps forward and see how many steps that is, how many steps. And then maybe I c","and I would like to say that we've had a lot of growth. We had a lot to learn, especially in the beginning, and we had a lot more people to learn from","I think of this, but the thing is I think we have the best data set. We have the best possible data set and I don't think it's ever going to improve b","that's an important point, that it is possible to be a good leader and also to be a great leader. I think that's an interesting way to look at it. Tha","so then you have to be the one who goes back and makes the connection between the different parts, the different aspects, and then you're going to get","but then, that's not very good for, for, well, for me. I mean, if you do that, and you put the whole world on one axis, it's just not very","I am not sure why I'm not interested in what I'm going to be doing later. But I'm not going to be in that. I'm going to have to do a bunch of other","we've talked about the topic of time management for a little while, and how we're not good at it. And I think that the main reasons we're bad at it ar","I'm doing a presentation today and I'm nervous and I'm worried about how the audience will react to the material that I'm giving. I know that my slide","And that was an interesting story to hear. That was actually a pretty good story, that one. There's something like that in the Bible, I think, that's ","we could go down the road and then do the math and say, how much money are we making on each person and how many people should we have at each station","So the next question would be, if the idea of a brain as a computational machine is so good, how do we use the brain as a machine? So, I think a lot a","and this is just what I was trying to get to in my earlier examples, and I think that we had a few minutes to figure out how to do it, right? So here,","this is the most exciting and the most frustrating thing about this project. There's a lot of things that are exciting, but the frustrating thing is, ","I have a new blog post I'm thinking about. I think it'll be on the idea of the 'fourth' AI paradigm. This is a topic that I've been thinking about for","So, I was thinking about how my brother and I have gone into this thing that we've created, and we call it a web of work. And I'm trying to think, wha","and the way we're going to get through this and make it happen and make it work, we're going to have to work really hard. It's going to be hard and it","so, we got all these different sorts of things like, yeah, okay, you know, you're doing that, and there's a lot of, uh, people that are in the same bo","what was the number of the project? I don't remember. I think it was 97 or 98. So we're going to have a system that's going to be like","I have a lot of clients and we do a lot of training and they're all over the board from entry level to executive. But most of them are in the middle. ","yeah. We can think about the number of users. The number of users who are actually going to come to our site. And then there's also, there's two, ther","we're working with a couple of different methods in trying to help people. We're also doing some sort of ... well, we're also doing a lot of research,","I am trying to figure out, what the optimal length of time would be, to implement a particular algorithm on a particular network topology, and to find","I'm not a very good driver. I'm a very bad driver. I think the other drivers are probably just as bad as me. So it's very likely that they are on the ","okay, and I was just thinking, if the weather is still on the cold side in January, it's going to be a little bit more challenging to go out in the fi","you know, you can get your doctor to order a blood test, which will be a cost to you, but a blood test can tell you that your cholesterol is too high.","I'm just thinking about some of the things we were doing last week, like with the [anonymized] project, and just thinking about like how we're using t","I was thinking about how people can have a bad day. Like, you have a bad week, and your week is just totally bad. And it's all because of the person w","and it's... it's really good that we're doing this because I think that, um, it's... you know, that's a... it's a really good thing to have a sense","[I]t's the time to build up an extra buffer stock, so it's not something that's going to be... there's no... there's not enough cash for these [worker","it's kind of scary how easy it is to just start spending a lot of money. I'm trying to control that but it is very difficult to control your own spend","I just had this idea to go to a place called...I think it's a real estate company, called, a name escapes me at the moment... I was thinking of trying","the way that we, the way that people can see themselves as having these different traits. So, if a person's got high conscientiousness, they might hav","so, you know, the second thing I would say is that, you know, there's a lot of people that you know that are, you know that I would like to be, but I","and I was trying to work on my resume and then I would forget, I would look at my resume and I would forget what I'm working on and I would have to re","I have a bunch of questions for the system, and one of the questions is, does the system have access to this data? And so that's something that I woul","I think maybe we can do a thing like we're just doing an analysis of the data and it's a set of things that we know that are going to come out in the ","Okay, we'll make this work. We'll have this, we'll have this and that and then we'll make a full proposal for that. Okay, and then the second part of ","we have a new director, and he's going to be doing some stuff with the application of the big five, and all this kind of stuff. So we have to look at ","I'm kind of having a hard time understanding how this is going to go, you know? I have to look at the, the other things that we're doing to figure out","that's how you're going to be able to make the changes, right. Because right now the model is not aligned with what we want to do, or at least we need","this is something we should do for the rest of our lives, or for a good long while. It's not like I'm just going to wake up in the morning and do this","I've done a lot of research into this, and I'm still working on it. I was working on it for a while. I did some research on the best way to set up a l","what is the probability of getting an exact match to an actual person, like what you're trying to do. It's a hard problem and you might want to think ","... the 'X' in X bar is not an X bar, but a very basic unit. That's why it's called X bar. The X bar is just the X plus the variability,","I guess that's why in the real world, you can't just write something out and then say that you're done. You have to have an experience. I remember bei","And that is, that we're in a position where, there's a lot of other work going on, and I'm, I'm really, really focused on this work. And I feel like","I've seen a number of people, so many of the things that were coming up... was kind of how people have responded to my work in different contexts, whi","this is one of my favorite classes, is the social work program. It's a really interesting program, and I'm actually working with some of the students,","a little bit of it, it's the same way that the other, the other idea that we've discussed with the group is that, um, some of the students who come to","I can see how in a lot of ways this would be the same as... or maybe it would be similar to a dream state, in that a lot of the time we have this kind","that's why when you have to give an argument, it's important to be careful that you're not putting forward a non sequitur and the non-sequitur is when","and there is a sense in which that is a good thing. That is the thing that the economy has to be able to do and that's the reason why we're not in the","I'm thinking about that one time that I got a job where I was paid twice as much. The job I got was a consulting job with a small, private consulting ","I was on the plane from India to England, and I was flying back. It was the first time I had ever flown to Europe, and I had a very good conversation ","I have an idea about why we see more than we have to see. We have more than we need to see in a way, and if you see more than you need to see, then th","there are two of these things. We call them the inner core. This is something that's kind of in the middle, and then there's something that's called t","this is where I have a lot of issues. So, it's an area I'm interested in, in general. And also the way I've been thinking about it. I think that's bee","I'm trying to figure out what my values are. And I'm trying to be like an ideal person, and I'm trying not to be so ideal, I guess, that I'm kind of","I'm going to say, that's my whole point, is that we don't know what our own thoughts are, because we're so heavily conditioned. The whole conditioning","this is why I believe that it's actually very important to study the different systems in the brain that have been suggested, and have been suggested ","And so I think that a lot of it comes down to this, because I think, I have a lot of confidence in people. I think, we have a lot to learn. I think I","so there's no particular reason that we can't be happy, you know, and we don't have to be a particular kind of person that is not a particularly good ","we'll have to make sure that there's enough space, and then we'll have to be able to use that space in ways that make sense and that work for us, so w","I'll make a pie out of this. I'll make a cake out of this and then make it into something that's usable and useful and usable and usable. Yeah, it'll ","you know, I remember I was driving, I was driving a car down the road and I was really like, you know, making some money. I made a little bit of money","this is my first day on the job, so I'm pretty fresh on the job and I don't know what I'm doing, so I have to keep my eyes open and I have to be","so you have a lot of control over how you set your own price, right? So that's something you can control on your own. Right now, that's all you're rea","I'm thinking that it's a bit more of a mixed bag of information that you'd want to get, compared to just the number of downloads, the number of users,","oh no, no, no. I got it. It's a pretty simple formula. It's really pretty simple formula if you understand what the denominator is. And what the denom","and there's also like, this other kind of data that is related to this. We've seen that in the past, I think it's 2019 that we started to see this","It is the world's most common language and that's all right and then they also say that that's why they want to get to that language, because it's the","the only thing that's really not clear to me about what you're describing here is the idea that if you were to take a certain set of data and say, wel","I was thinking about what I'm doing for work right now. I'm working with a person that I work with all the time, but who has a different perspective f","and that's really interesting. What I'm wondering about is how a lot of people that are involved with AI and things like that are coming up with those","and so what was the difference? We don't have any, no one really has any, any real power over the system that is in place, right now. I mean the world","and that's part of the problem with that is, you can get a lot of information from people who are experts on something, and if you're willing to trust","what is a human being, what is a person, a being? What is that? It's this ability to think and reason about a lot of things in a way that's very abstr","so I could be a great leader in the sense of having a big impact, having an impact in a lot of areas. ... But I could also be a great scientist. ... I","and I'm thinking of the last time that we did something that we did with you guys, we were all at the beach in the morning. It's been a while. I've go","that's pretty much what's going on, is the idea that there are these two worlds in the mind, one which is the conscious mind where we are actively usi","I've been doing this all day, it's actually very relaxing to just do this, which is an interesting thing, that it's actually a form of meditation, tha","I've been having a lot of thoughts about my writing. I've got a couple of things going on. One is a story that I started a couple of months ago, that ","I have the opportunity to present research findings, so I've been thinking a lot about that. And that's really where my thinking has been going. It's ","and that was just... well, I have to... I'm trying to write a book on this topic. And so far, I've gotten to, to the idea of the future. So,","it's a good point. That is a very good point. There is no such thing as an absolute truth, a complete truth. That's what I've been trying to say is th","this is just my first experience. I've read a lot of papers on the topic, but it's always been a bit difficult for me to find a way to actually do it.","I guess I'm not very good at this. I don't want to say that I don't have any insights, but I have a hard time organizing my thoughts into anything tha","I guess what it would be for a data point to be considered representative for the sample of data is that it needs to be representative of the populati","the past was all about what you knew to be true at the time and then there were many times when you would have a lot of evidence for a hypothesis or a","[01:58:00] okay, I'm going to keep talking as long as I can. [02:01:00] I'm just going to see","you know, like the moment where they had a space shuttle and they had, I think, they had one or two or three crew members and the whole point was to s","this is the 21st century. And there are some issues with climate change that are really important and important for us to understand. We really are go","a few months ago, we were doing some research on this. We have an internal review process here, and we've been using this tool to make our internal re","so the first question was about the context, where we are going to be going, right? So the context is that we're going to be building this and we're g","[t]his [is] very, very, very interesting because I was actually just talking to my supervisor about, you know, where we are now, where we've been goin","And I'm sitting there on the couch and I'm, uh, just thinking about, uh, the, the, you know, the, uh, thing that I have that is very close to","we are so good at this, this whole process. It's really cool that we do it, I mean, I'm an anthropologist and a sociologist, and I know how social the","and we are looking at the data, the data that we had previously collected and we're trying to look at, well, we're looking at what they're seeing. The","you know, so it was, it was really interesting and I've been working on a couple of projects for a little while now in this area, and I'm just in the ","I was watching a video and it was a documentary on this woman who was an activist in a small town and it was an interesting story. It was about a smal","what is the purpose of this class? We're having an introduction to the class, and we'll be doing some sort of exercises. We're going to be doing some ","well, you know, we're in a situation now where we need to be thinking about how we can be more productive in the way we go about our lives. And that's","I don't think I'd do it that way, but I think what I'm doing with that is I think that, um, the idea that the goal is that the goal, the thing that","the reason I was having such trouble with this particular problem was because I didn't have the right information to even know how to approach the pro","but also, you know, if I'm a leader, and I'm like, I'm going to be like, I've got a big project I'm working on, and I want to bring","the idea of the self is actually quite fascinating, because that's one of the big things in the cognitive science of mind right now is how does the mi","okay, I'm trying to think about the big picture here, but also I need to think about how the different things fit together. And I think what's importa","this is very similar to the concept of the mind map that I've heard in many ways. It's a very visual way to create an outline or a plan for your ideas","And this is interesting because you know it's an area of study and I mean there's a lot of people that study that I have a lot of knowledge about, and","and it's interesting how we can get so caught up in our own ideas, we don't take time to look at how our ideas affect others. But, the idea of teachin","and I can't just say that because I think we need to consider, well, you know, the technology that we're using and whether or not it's a good thing or","a lot of my work, it's actually about a lot of the things that I have to deal with every day. And you know, that's a problem I had. I'm in a field","so then you have to decide how much money you're going to invest in that, and how much money do you think you're going to make. And I think for the lo","that the government can't be held accountable because they have to keep a lot of the people that they work with from being held accountable in the sam","the number of people that are here that I think are either in denial about what's happening or they're trying to take the blame away from themselves. ","but what I don't know is what is the impact on a global level of the work that we're doing. I have seen this in my own life, that when we do good work","And then I started to think about some of the things that the people in our country that we are fighting against. They are basically getting their dat","we are so scared because there's this war going on in Ukraine, and we've seen the amount of weapons that are coming to that country. And the amount of","uh-huh I'm on the internet right now. I'm just looking at all of the stuff and it's it's you know I mean it's I'm I'm in in the mood to","you know I just... I'm thinking about that. I mean it was not like... like we didn't have a... it was not an open season where they just picked up ran","The US government has been funding this for a very long time, so it's going to be very difficult to cut off funding. ...And if you look at some of the","I was a big fan of, well, you know, it's not a bad idea. I've got a lot of ideas. The idea of, you know, is you know, like,","the other thing I'm thinking about is that, that the thing that we have to keep in mind when we're dealing with the people in the developing world and","what I want to do is to be able to develop a sense of how many different kinds of jobs could be done in a particular place. So if you're going to go t","I remember that when I first heard the news of the shooting in Boston, I was in an elevator. I was going down. I was in the middle of the elevator, an","this is the day that I would have liked to have been able to stay in the office a little bit longer, and then come to work, to the office, and be able","there's a couple things I think about that I haven't really talked about or dealt with that I think is probably part of the reason why I'm feeling mor","you know that they do that. They can, you know, they can't tell where, like, if they're in your face, or if they're off to the side, or like you","I mean, I have been in these conversations before about the, you know, the cost of the mortgage, and the, the rent, and all these other things that we","It's about time for us to make some changes to the way we do things, especially the way we work. I think, for example, there's some of that kind of th","and you can see that the two of them are getting a little bit of a little bit more. That is actually the direction we are going in and that is actuall","you're gonna have to think about that for a while, and I guess, I guess, that's the big problem for a lot of people, you know, a lot of the people tha","and, um, and then, um, but it's a very difficult problem, the one that we're, uh, that we're going to be facing, right now, because of the,","well, and you know, it was really a different way of doing things, but it's interesting to see how some of these ideas from that, you know, era of, of","I feel like I don't have enough time to do all the things that I'm trying to do. And then the other thing is that I feel like we're always coming back","so I'm doing all this. And I'm like, I've got a big problem here, right, where I'm working with a team that's been working, not great. We're not","It's a great feeling. I have a really great feeling about being back in the States. I've been away from the States for quite some time, so it's great ","I had a vision, which I believe was a sign from the Lord that we were going to be successful in our mission to the United States, and we did, and that","[T]hat is a new kind of experience for us in terms of how we look at ourselves and how we look at our work and how we think about it. I think it's goi","and so, one thing that you can say is that I think, and this is a key point, that the entire life of the American people has been, and will be, shaped","and then there was an attempt to make a sort of a living. And the first thing is to try to get some kind of an understanding, of what we know, how we ","so that's the thing, that's the problem, is that I believe we live in a country that was built on lies, so if we want to fix this problem of how do we","I'm wondering now, if there's going to be any kind of... an effect, when it comes to, you know, what happens in terms of the actual outcome of this, y","and we should get down to the details. How can you take, let's say, an environmental company, say, a wind energy company. How does a wind energy busin","I'm thinking of a very close friend of mine, who is a colleague of mine, is a person who is an excellent friend and colleague in our industry. We've b","I'm going to make this a very short article. I'm going to go to the University of California, Berkeley, and I'm going to learn about the systems that ","I don't even know where I stand on what's happened in Iraq. I've had a lot of conversations with my colleagues about how Iraq is perceived. And the pr","I was just reading, the other day, an article in the New York Times. It said that a recent study, using a survey, indicated that about one third of al","I'm going to do a lot of this thinking in the coming year. I'm going to go on vacation, so I'll be with my family. And I'll be thinking about how do y","we're going to be working on the new legislation to get the new legislation passed, and I think the next thing is probably going to be to have a littl","So what was that? The reason we want to be a world leader? Because we're a world leader. What does that mean? We're not. We're number 32, maybe in","this is how I felt. I feel very good because I have some good friends. I have a group of friends who are very good in the field of work. They are the ","I mean it's important that there's a good market for it, but I'm really interested in the market for it is a market for the technology. So I mean you ","I have a couple of kids, but they are mostly teenagers, and they have been on their own. They're not in college yet, but they're really going to colle","I was thinking of a story I read about a couple years ago that talked about the ways in which people are used to certain things by government agencies","I remember being a kid and I had to take a test on the Civil War and I had never heard of the Civil War until I was 10. So I couldn't help but think t","we've got to get this right. We've got to make sure the world knows what we're doing here. We've already been here. It was a very exciting time. I'm r","And you have a very close relationship with your children. I don't mean you're on your knees with them, but you're very close with them. You know, you","It's a great responsibility to be here. It's not that you're here to make it or do it, it's that you're already here and you are to make the best of t","this is a whole group that has come to that conclusion about the best way of using the funds to bring about the most good for the most people in the w","I don't think that the Church should be allowed to be an agent of American foreign policy or an agent of anything else in a way that puts them in the ","we're going to have to make some hard choices, so I'm going to make some tough calls here. And I'm going to have some tough choices to make. But it's ","there's a whole new world of work to do on this. So I've got a couple of people, the two people in the UK, who are actually really, really engaged wit","I was actually thinking about my current project and that I was just going to do some stuff for the people in my lab, and the people in the lab have d","So that we're talking about the level of the country. And I was thinking, there was a book that came out recently, I think it was published last year ","I wonder what a person who comes back to the United States is going to look like in five to 10 years. That's another one of the challenges. I wonder, ","the thing that's not working is the government's just trying to get things done. And I think that's what's happening in the government's really trying","what I have been thinking a lot about this week is the fact that, I think we've been doing a lot of good work, and I think we're actually getting read","it was a kind of an exercise to me, a kind of a mind map, so I didn't get stuck in a single line of thought, and then I had a kind of new idea and","we've done it and now we just need to get it to work, and that's what we've been working on the last three years and we've made some very rapid progre","so we have a system, we're using a system where it's just like, if you have a big file server, but the clients are not just simple clients but they're","I'm saying that, at some point, I really wanted to have this book published, I had the book. It was actually published in Germany by one of those Germ","the first time I heard of this project it was at the New York Academy of Sciences, which was a meeting that I had been invited to attend. And they tal","and now I'm in the middle of the discussion and I'm not really sure how to do it, because I'm used to using the examples, so I have a few examples fro","so you've got the same amount of data and you want to put it into the same amount of memory. Now I have this interesting problem because I can put dat","so that's it's so you you can use that information to predict what is the likely set of moves that are available, and so you can then you can look at ","and I'm in this world of thoughts. I'm going to look at my phone to see if there's an update. And there is. And I'm just going to make a note of that","you know the old thing, right? That if you have a square matrix, if you have the inverse of the matrix, then you can multiply the inverse by the vecto","I guess that was a good enough approximation. I think that's probably enough to work with. But then, what happens is, when you use an approximation, y","I have a question to ask about the problem we are trying to solve. But I have a feeling this is a bit of a mistake. If the data was not drawn, then th","I don't understand what the purpose of this is. Is this to look at the brain and then correlate that to some sort of activity? And it's an interesting","so we've been discussing a lot of these questions in terms of what is the difference between consciousness and the physical world and how is it possib","I was looking at this picture of an oak leaf with this really interesting pattern on it and I was wondering how would I actually model the structure o","we can do a lot of interesting work with the eye, and eye tracking is not a trivial task. And so, one of the key challenges is to be able to track the","okay, so I have a few words I would like to talk about. I can say it is like a, so I want to make this a lot more precise, I have this idea of what","I know it's really bad. I can't even get my fingers on the keys of the keyboard. I'm typing and I'm thinking: you're typing and you're thinking that I","I'm thinking about how I'm going to build this project. I'm going to use a machine learning approach, and I'm thinking maybe I could build it with a c","uh yeah I mean, you know, uh, if we were to see some, uh, I don't know, I don't really know, I'm not really familiar with any particular type of","I think there are many possible ways to solve the problem of how to get the ball back. And I think that we can use the same solution that we used for ","the end of the day is the end of the month. The end of the week is the end... I am tired of writing the code. I'm tired of coding. It's a lot of","I am going to a party. I will be sitting on a couch in a room. I'm going to have a beer. I'm sitting here and I have a beer and I'm drinking it","I don't know how to do this. I'm going to say this is the most complicated thing I've done in my life. This is not easy. I have to really figure this ","so if we could somehow get a copy of that, and just send it to the relevant people and have them work on that. Yeah, that would be good. Just to make ","I'm thinking of all the other ways, and I think, actually, that's kind of, well, one of the ways that I like to think about this problem is to think a","I'm going to try to do a bit of a simulation. I think what I'm going to do, is just take some of the more general principles we're thinking of in the ","we can get to a state where we can be like a computer, where we can think through a problem in a very clear way. So, say that I have a very large set ","okay. We've got a good deal of this in terms of a multi-layered, multi-disciplinary, multi-domain, multi-dimensionality. We've already talked a bit ab","there's a few people at work. I don't know what I'll be doing this afternoon. Maybe I'll be having a meeting with people from the research and develop","I was thinking about my work and I'm starting to have a few thoughts around it. One of the things that I was thinking was, well, you know, we've been ","I think about a lot of different things. One thing I think about is the fact that it seems like the majority of the work that I do is work on things t","and we're talking about the social impact of artificial intelligence in education, and I don't know how it will be used, or even how it is used today.","So, I'm thinking about a lot of my memories. And it's funny because the one thing that's always come to me is that one of my memories from childhood, ","So I was thinking about this a lot in my mind and I was trying to get a grip on it, and it's interesting, right? You know, so I was thinking a lot abo","And it's funny, like in the classroom, in my classroom, I have these big discussions and debates, but I'm trying to make sure that they're not arguing","I don't really know what I do, but I think it's a lot about writing and creating things. I do that with my time at work, and I've always liked that pa","I've been trying to understand the relationship between a computer program and a computer's ability to reason. If I was to create a computer program t","I see an elephant. I know it's an elephant. But I wonder what it means to be an elephant in our lives. And then I see a giraffe. What does it mean to ","the image of a very small cat, as you may know, is very close to that of the quantum particle. The cat is a closed system, a system with no informatio","this is a strange thing to be a human being. It's as if the entire universe is just a massive computer simulation. We're the program. We're inside the","I feel like it's a matter of degrees. It's a continuum. And I'm curious what the consequences of this would be, or whether I have an infinite number o","so that's what you're saying? Yes, I see that that is what you're trying to say there, that's the point at which I'm now going to be thinking in terms","(pause) And then he was, I'm not sure if the right name for it, but I guess the name of the group. I don't know the name of it. But it was","and then what I mean is that for each person, you know, for each individual person, it's kind of like a whole language, but the language that we can't","and we know that we are here. That's all. And we know that that's all, we know that there are other universes that exist. We know that there is no sin","I think I just thought I was thinking I was thinking about... I'm thinking about something else. I'm trying to... I'm trying to get it out of my head.","a little bit of an activity, that is, an activity, of, of just, you know, just a thought that comes to mind, it's just a thought, it's not necessarily","the time that it took for the machine to learn to get used to a new dataset... is the same for the dataset and for the machine. For me it's about five","a 77. And then it goes down to a 17, right? ... 17 to a 77, which is like ... I don't know what it's like","and I know what the number of days is, this is one of those numbers, which is one, and then two, three, four. And then there's this number, and there'","and now this one's just a word. Just like this. 'Like this' is just a word in the language of this particular language. 'Like' is a word. 'This' is","we're doing a lot of work on that and you know, so we've got that we've got a lot of stuff going on there in terms of the project and then we got a lo","and you know the reason why that is, and how it relates to what I just said is that the reason why there is an extra cost, right, in terms of a certai","and I have to be more careful about how I think about things and how I approach things, and I think if I think of things in terms of a way of thinking","I'm working on my 3D model of a brain that I have built in MATLAB. It's a representation of a 3D brain and it's a brain that's very detailed. It","I think you've done this before, that's the big thing. If you've done it before, then you know how to do it. Then you can say, well, I'll do it","I'm here, right. And then I'm not. I'm in the present moment. Right. Now I'm here. Right now. Now. And then suddenly I'm not anymore. I","The whole thing, the whole thing is, this is where all this comes in. The whole thing is that what we're trying to do, we're trying to build up a pict","the two words I think of first, 'punch', 'punch' which means it is going to punch you, that you are going to punch this, and then 'punch it',","yeah, I had this thought. I think I could do it in an easier way. So, I will do it in the easier way, and then I can tell what it is. So,","I don't think that this is an equation of the form... ...[a pause] ...this is a polynomial. ...I don't know if this is a polynomial or a quadratic. ..","2007, you have some students at MIT, and you say, 'we have some students who are having trouble with calculus. We have a student who has trouble with ","and that's why it's important to look at the surface, because we want to know if you understand that the surface is the same. But there are several wa","I'll talk about how to get started. How can you get started in your research? You should pick a research problem, and you should come up with a set of","I'm in the lab right now... and I'm trying to make a decision of which kind of experiments to do. I'm working on the... well, it's called the... a rob","and I am going to start a new thing. I'm going to look at what I want to say in terms of what I need to say, and what is going to be important for my ","we get a lot of energy in that way. And then that energy we need to go somewhere. So we use energy and we go to the right place. The next level is we ","and I'm just looking at this picture, this photo of a house. And then I'm trying to think about how many photons are needed to make it look the same, ","the last thing is that we need to change the way the code of a program is written, and I think that in the next few years we should have the ability t","what if it was all a computer simulation? I know that's not true, but what if it were? How would we know? If you took the entire history of humanity a","a lot of people who are, who are not on this side of the fence are saying that, you know, there's a bunch of people that are, they're very anti-Israel","it's like it's always a bunch of little things that are just there, it's like, there's, there's some of it's like it was it was kind of like, it was","I feel a lot of pressure. And I feel like I am a failure. Like I'm not living up to my potential and I'm not going to get a lot of the things that I w","I would say I'm a big fan of the idea of a national security state, like the NSA, which is a pretty good thing to have. I think that is probably a pre","I just woke up. My wife's been out of town for a while now. She's been to Australia. She's just been in Australia for a while. So, we're now looking a","I am a 11th grader. So, I'm in my third year of my undergraduate degree, in psychology. And I'm taking a course right now that's called cognitive psyc","uh-huh, yeah, yeah, I think the world is just going to be very weird if we get to the point where we're on our way to basically going to the stars and","the only way to solve the problem is to make a new set of rules. Now the current rules in the United States are that if you take a child of a certain ","so the actual plan is that we have a global one that sets all the goals, and then each individual person is assigned a set of subgoals that they shoul","my little daughter has gone to college and she's graduating next year. And so I'm excited and anxious for her to become an independent person. But I w","[it] is very common in our work. So there's a lot of opportunities, it's like we do a lot of the work, like, well, we actually have a lot of work","it's good to know that you have this support, it's good, it's the first time, for me, for me I can have a place to talk and share the knowledge, the e","yeah and i mean that's actually the big thing i mean we can take that in a hundred different directions and i don't have that experience to share i th","I just read a study where the researchers were trying to find out, are humans prone to conspiracy theories? They did a lot of experiments and what the","you know, this whole idea that you can have a conversation with a computer, with a machine, that you can ask it questions and then it can give you ans","And so, and so, that's what they call, they call the, it's, it's not a question, but it's like the, the way that they've, they've built","I have a strong feeling that you have a strong connection to the universe, and that's really interesting, but the more interesting question is, if the","I'm gonna need to find a way to go back to the '50s, so I could come back to the 1960s with that as a starting point. Because in","[s]o, it's all about, it's the only one thing that I care about and that's just like the planet that is my home, and we need to do some thing about","so when I started, you know, the initial design of the program, I was thinking of the old way of thinking of, you know, using a language to define thi","we have to decide which are the most appropriate areas of study for the application of our theory, the most appropriate methods of study. Because at t","so we've got some people who are working on this project, and we've got people that are going to be working on this and we've talked to some people wh","and then I started thinking of the amount of work you've put in. To get from where you are now, to where you are going, and how you can do that. And t","[I]t was in that kind of situation where I was working in a company, we were getting a lot of requests from the customer. So the problem was that we w","[I] was just trying to think about this whole idea of how this sort of, like, in the wild, like, animals, they're actually doing a lot more in the wil","And the problem is that if I had this system that's not an in-the-mind system, that would be kind of, that's a sort of a natural system that would be ","[The] most interesting part is to try to get some sense of the interplay of what is going on in the mind, which I'm trying to do in the [AI] space and","I feel like my brain is going to explode. My mind is exploding. This is the kind of thing that I'm always saying. I can't let people in on the real co","okay, so you know, you know, I was thinking about this idea of the idea of the universal theory of relativity, and you know, so when we talked about s","I'm not sure how to respond to that... [pause]... The whole purpose of this study is to... [pause].... What I don't think that people realize about ma","right. I'm trying to think what are the different ways I can actually think about the brain. So, there's this idea of the brain as a network. And if w","I'm wondering why I'm thinking about this. Is it because I've heard that the first word is a predictor of the likelihood of getting an A1C? So, why mi","and so, it's just a simple thought process. So that's good. I'm not really sure what you're saying is a good thing to do or a bad thing to do. It's","I can see a lot of information, a lot of different bits of data. I can also see that the data is really conflicting, and it's difficult to know what t","the left side, the right side, the center, and the edge. The right side of the brain is better at spatial intelligence, the left side is better at lan","but the thing that is interesting is that the first 30 seconds is when the thoughts are completely random. And then they start to be more and more foc","I think it's the way it works that's not important, the way it's supposed to work or whatever, but it's really hard to get the correct results, and th","So we could try to have a better idea of the distribution of these, and this would be a much more fine-grained set of measurements, of what we know is","So the Earth is actually a bit smaller than I thought it would be, and that's why the surface area is going to be smaller. And the volume is going to ","[00:01:12.134] Now I am thinking about the big picture of the project and the small details of the project. This is all about the number of","Oh, well, and this one here, let's see, this one here is not an apple, but it's a little bit more like an apple, this one is a little bit less like","I was thinking that it would be good to have some kind of a program that could help us understand the dynamics of our thinking as we go through a prob","the number of years that have passed since this incident ... [it's] ... yeah, I mean, I remember this was in the middle of 2007, and I was in a","a new one that's been, I've had in mind for a while, that I have a theory of what's the effect of climate change on the environment, and this is the g","yeah, I would say that's probably because the human mind is designed to think and to be able to solve problems. In fact, even if you think about the f","what is the purpose of my life? Oh, the purpose of my life is to contribute to society in some way and make the world a better place, and I think that","and then, at the end of the day, I get to the office and there are about 40 emails that have to be read, some of which are important and some of which","yeah, yeah, okay, you know, the first one, the one that comes up is, you know what, I'll have to, I'll do some work on that. I mean,","and then it's like, well, what I know, I don't know if that's in a time frame where I'd have any access to the data, but I do think that the more","that's an interesting, interesting, interesting observation. So, for example, the last few months, we had a really tough period at work because the ec","I don't know. I don't think we had a problem, I mean, we have a problem, but the problem isn't with the technology. It's not with the machines. I don","this is actually kind of interesting because I think that if you look at some of the technology that was involved in some of the previous problems, yo","that's all well and good but it's hard to imagine if you just have a computer, just the computer and the software and no one else's data on the comput","I've been thinking a lot about the problem of the day, I mean, of the problem of global warming, and the problem of climate change and how to approach","so I think it's very, very likely that there's a lot of unexplored land out there in terms of, you know, in terms of things that we know and understan","I was thinking about some of the questions that I have about the human brain, and that the way we perceive the world and that the brain processes the ","and it's a lot of people. So if there's some data that is not available, they will probably come out of that. They'll probably go out to other countri","The world is made up of stuff that has a certain density. Some things are very dense and some things are very sparse, and the dense ones tend to have ","I'm going to make a little diagram to show this... a little diagram of the three-dimensional space with a sphere. And a sphere that has a radius of tw","the idea that some things are so simple, like 0 plus 0 is 0 or 1 plus 1 is 2, that you don't need any symbol for it. But,","it's like a very thin piece of paper that's not visible and you're in a room and you're the only person and you have a lot of the information that the","so they're like little tiny particles that have a spin. And if they have a spin, you can think of them as a little magnets. And they have this little ","it's like a clock. You have a clock in your hand, it has one second, two seconds. And every time, you have a little piece of the time you want to keep","I'm thinking of an idea for the next project. I'm going to have a machine that can change its speed according to the user's preference. The idea is to","then I think it's good to have this, we want to do more of this. So in that sense it is good, but then what about the other side? We're doing less of ","there's a guy who was saying that I think about about about my current situation, which is that I'm 24 and I have a Master's in Science and I'm in a j","I would like to go to the store, I would like to buy a new pair of running shoes. I would like this to be a more effective pair of running shoes, I th","there’s a bunch of people and we have to work on the stuff that is going to be presented at the conference, so that’s not just me. There’s a group of ","I had a friend, I know, that I would not mind if he came in. It was the first time. We had a first meeting with them. We had to make a presentation. T","I would say I'm in a fairly good mood right now. I'm excited, I'm having a lot of fun. I'm working with people I like. I'm getting some good feedback ","And we're trying to create an online service for the company, to give our employees a better way to work together, to work on projects, share informat","[00:51:01] I mean, I don't want to get into the details, but I think, uh, my work and uh, what I've done, uh","you know, I just look at a couple of different options. You know, it's just like, I would love to go to work, but I don't want to leave my house, I","I have a problem. I need to be able to be able... I have a problem with, with a client. He's in a very serious situation. He's a guy who was on a","I guess that's it. I've been really really interested in that. And that's been the way it's worked out for me. I guess I'm not really surprised by tha","Okay. So if you were looking at an individual case of some sort of a, uh, uh, disease process, uh, a particular disease process, what sort of things w","I'm looking forward to that. I don't have a good relationship with my parents, my parents are all fine people, they're fine people, but I have this so","So, you know, I was talking with a friend of mine, and it occurred to me, if we want to find people who are doing great work, who are in high-level po","we're going to get back to the work on this, on this work on this work, but it's going to be different because we're going to have to create this kind","there is this kind of like, when you talk about the topic of education, I have heard a lot about the way in which people can learn, you know, when peo","I would have done a lot better in the test. I think I would have done better because of the experience and because I was a teacher. So I think I got a","and then that was it, they said, hey, why don't we have a discussion around that? So we had that discussion and we came up with this idea. It's pretty","that's kind of how I think it is. So I've actually got some of these videos. I'll try to send them to you. They're all just about 200 megabytes","[I'm] thinking about my dissertation and, as you know, it's in the very, very final stages right now, and I have a presentation in three weeks, and, a","yeah, the other thing is like when you see someone's, when you see people that are going through what they're going through, it's like, I need to know","my sense of security. The one thing that's always been a strength of this community, as I've seen it, and the other side of that is that it's also a s","I'm having a lot of trouble in school, so I'm thinking, you know, should I take a step back or should I really, you know? Should I move back and, you ","this is a lot of data that's going to be very difficult for the industry and the world to get their arms around. And what we're trying to do is create","the book, right, I have to think about the book, what I wrote, I've written a couple of books, I don't know if you've ever seen them, they're on the","so the next step I think in our data collection would be to kind of take a look at some of the data that has been generated as a result of the various","and I was wondering about, you know, I'm actually having some issues with the, with the, uh, with the [inaudible]. I had some issues with my car this ","[t]he biggest challenge is that I don't have a good background in AI. So it's kind of hard for me to keep up. You know, the projects and the pipelines","what are we doing today, we're doing, I'm going to, we're going to go on a road trip. It's going to be very, very important, to get our kids back","so it was good for my brain... I can see, you know, the people that are, uh... I just think about my friends. I think about the people that I've met, ","okay, let's see, I'm trying to remember the name of the book, it was a book that was about some, some kind of a a, you know, a new approach, I","I have this, I have this, my boss just left me a message saying, hey, I know that you're, I know you're really, you know, you're in the middle of","I think that's important because one of the things that I'm trying to figure out for the class is, what do we want to see as the outcome of the class?","it's the big one, the big one. If you're going to try and do a large-scale social science experiment, you need to have the funding. You need to have a","and, uh, you know, it's a little hard for me to imagine what it's like to live in a different place like that, where you know, and there's a lot of di","I guess that's why I'm not really doing too many of these. So, I'll keep myself in check and say, you know, I'm going to do one of these next month,","[the] goal is to get to the root of the problem, because there's always a root of the problem that is driving the system in this direction. So if you ","I've always had to have an I, and a, and then a very big I. I'm really very big. I don't really care what anyone else thinks, and I don't want","I don't know what to do with the idea that we need to put the people who are causing the most problems in our society, that is, the people that are ca","And so it's very difficult for me to say, like, what is my best strategy or my best approach for something. Like, I can't tell you, like, my best way ","okay, let's say I'm looking at a bunch of different stocks, right, I'm looking at like the S&P 500 and I'm looking at different individual stocks, rig","So you don't know that one... that you know, I mean, you're aware that you know it, you're not aware of what it is... and then I think, I think,","so I'm just trying to work through a bit of the business of a meeting I'm planning, and there's a meeting that's coming up on Wednesday. It's the firs","I'm going to make some of these calls to the students, and we're going to have an interview that we're going to get people to commit to do in advance.","And that's what I do, is I spend time doing research, and then I work with the university and the local schools and things like that and then I put to","so I just realized, actually, I don't have a new video right now, so I don't know how that would have changed if I had, but I think a lot of the feedb","and then it's been kind of interesting because I was reading some of the books that I was reading about how to manage your career and I think that tha","a lot of work is done in the background and a lot of people think you're in charge of the project, but really it's just a lot of work that's going on ","I was thinking about the question about how we think about the world. We think about the physical world, so it seems like we can think about it at dif","my, that was an interesting project. I think it's interesting because, you know, I was looking at this particular piece of work, which is from a group","okay, so I'm just going to let my mind go for a minute and just see what comes up, right? So, I've been thinking a lot about the use of data in organi","so I had been working on my research project. And I had been thinking about a particular study that I'm working on. And that was basically about looki","okay so I don't think the research that's been done in the last ten years has been particularly interesting in the sense of having been more interesti","[thinking about] the things that people are saying about the coronavirus right now, and some of the things that are being reported and some of the thi","there's a lot of literature out there. It's been quite a while since I've read a paper or something, but there's a lot of work out there in terms of t","okay. Now I have to think about the ways in which the brain and the brain activity can be related to the external world. So there's a number of ways o","and I can see how that could be an advantage for AI, like GPTs, because I would say that, I think there's a very good chance that the future will be b","so the whole idea is that if you can get into this mode of thinking where you're actively trying to generate novel solutions, or generate new ideas, y","and then I'm thinking, what can I say about that? I'm thinking about the time I was in college and I was really worried about, because I was having a ","it's like I'm going to be in this room, and I'm going to have to work on this problem, and it's going to take me a while, and then when I'm done","The... The problem is, we do need to think of how we can actually engage with the data, and the data is coming from multiple sources. So we have... So","okay so what about the future... let's see, yeah so that would be the problem is, you know, well, the problem is that there's no guarantee that you ca","I've been thinking a lot about this. The other thing I'm thinking about, like this is kind of like the, the other, the other part of the research is g","just a couple of weeks ago, I had to go back to my lab in Berkeley to give a presentation on what I've done. And this is the first time in about, I th","So the point was, well, when we did it, we had a bunch of people who were doing, I think it was 100 or something like that, and we gave them a"],["And there's a lot of people who work for the same reason that I work, right? Because there's a good purpose for it, that I know what I'm doing. And I ","I have a thing I need to get done that's in my computer and that's in the mail. And I have to go out and buy some more mail and send it off. I need to","and I've had a bunch of people that I have to call to see if they want to be in my family, and then I get to the point where I have to say, do you wan","and then I was just doing all kinds of little things in my life and then, then, it just seemed like that the economy was getting worse and worse and w","and it's just a matter of time before one of you will have a stroke, and you'll be like me and be in a wheelchair for life. And so if I want to have a","I know there are different ways to make a living. I know I could do a job I can do, but it's a lot more difficult to make the same amount of money. It","it's 12:15. I'll see if I can get the job. That's a big job. I'm glad I have it. I'm just wondering what it will be","you know, you look at it, I mean, this is how it's written. So I don't know if I want to go in, or if I want to not go in. I","I was thinking about the 1948 attack. And we know that there is a connection between the 1947-1948 war and the 100 percent","I'm going to be out of town next week and I have to take the kids to school every morning and I wonder if I can't just leave the kids here with someon","we should be doing this in the summer. We should be doing this as part of the summer programs. There's been no summer programs in this city, and I've ","and then I have to go in and work and I go in and I have a little more work that I have to do. So I have to work at my desk all day, and then come","I've got a meeting tomorrow morning at 9:00. I'm going to be up there. We've got to get the security up in the plant. The plant is going to be","you're not going to get a new contract with the city for the next five years, it's going to be 50% cut, and you're going to get no funding. You're","and this is not something you can do from one day to the next. You know what we were talking about. We were talking about a $15,000,000 per","in my life I've been in the same place for the last eight years. And it's been a very rewarding eight years but I'm ready to take on new challenges. S","I was saying this morning that my idea of being able to put in a new computer in here. This computer's been sitting here for 12 years and has to have ","I'm still thinking about that. We've got to think about that. I don't know what we can do about the state of the country. I don't think that we've got","I have a lot of difficulty getting myself out of bed every day. It's one of those problems that I've got to deal with, and it's not getting any easier","we got some reports, I think we did, about the work. I think I went to the school meeting for the first time in a year. I don't remember if I was ther","I just can't say, like I said, I can't say it, like, what we really have to do, you know, like we have to make sure that we're doing it as","I got a call last week from a new client. It was a very good client. I did a lot of work for them. They were going to put on a major, I think, about","I've done it, I'm doing it, I know there's a big deal that's going to happen next, and I'm sure we'll be doing it for the rest of our lives.","and you know, the big problem is that we have such a terrible history, as a nation of this, of being a nation where we've had to, and I think it's tru","you know, I have a good friend who is a scientist and he's working on some stuff related to the history of science and he's just released the first bo","So I was thinking about the things that I don't like about the university. I was thinking that when I was in the university I was in a class that was ","that's the one that I don't like and the one that is most challenging and hard to deal with, which is a lot of the problems that we have with the wome","there's been a lot of effort put into these last few years trying to bring more women into the business. But I think the reason why it hasn't been suc","the Internet is the most powerful thing I've ever seen in my life. And it's not just because you can talk to people in 100 different countries and 4,0","a new perspective, a new vision of our place in the world, of our history, of our culture. That would be very interesting. You know, for example, if w","and there is a sort of ... the internet has its own way of measuring the importance of information. And sometimes it's very different than the importa","And that was in 2003, and I was writing my last year's book. And it was a very difficult book. I wrote my first book when I was a grad student,","we have a kind of 80 million years, we have 10 billion years of history in the earth and then you start thinking about, what kind of information you n","there's a new idea, actually, which is the idea that the brain itself is an evolutionary system. It's the same thing. There's a lot of discussion in e","[a] little more than a century ago, in 1836, the American physicist William Thomson, later to be Lord Kelvin, had this to say about the earth. He said","that's what we want. We want to know how to do this in a way that we can do this as quickly and efficiently as possible, and so what we do is we use t","a little girl, in fact, and I just had an idea that maybe she was the source of the problem. And the reason I think that is, she is a little girl and ","I guess we need to do a lot of research to figure out how to do it, how to get the information. I mean, the real information that's really interesting","we can't figure it out, so what do you think? We don't have anything. What's the best thing that you can do? Do you have any ideas? I have two ideas.","you have a good idea, the idea of using this data to create a better prediction. I think it's really important to do that, but I also think it's equal","And then he's got the problem of how to solve the problem. If he wants to solve the problem, the solution is the problem, not the solution. So the sol","so if you're going to, say, do a little bit of work, I think you would need to do a little bit more work, just so you can get to a place where you can","uh you know how that was a great idea but we don't have any time for you to implement it so we need to find another way to do it so what we're looking","I'm really not sure what you want to do with this, because I'm not sure what the end result is. It's really difficult to do the thing. And I'm just no","what do you want to do with it? How do you want it? The original idea is the one that is going to be more interesting and you're going to take that id","I just want to go out, just go out, and let's say I have a bunch of time, I have two months, I have a year, whatever you want, and I'm going","So, like, if you look at this, it's basically what's happening in the stock market in terms of volatility. So, when we get into this kind of volatilit","okay, we're gonna do a random number generator. And I want you to generate random numbers between zero and one. So the way the numbers are generated i","if I were to ask a question: what's a good way of communicating to someone what's a safe level of risk, and what's not, what would you suggest? A pers","It's going to be a little bit more challenging in terms of how you can use it. One of the things that is an important component for any machine learni","I have a feeling that if we look at this graph, that we are going to find that the curve is actually going to look something like an upside-down parab","I have an idea for an application, let's call it something like this, I'll call it something. It's a visual editor, a text editor, but you have the ab","we are going to see how this will work out... I can't find the data here but I am not sure, is that even possible? I am not sure I am not sure. We hav","there's one more thing I want to mention. And that's that in my view, the goal of this sort of data mining, if it's done right, should be to figure ou","So then I thought, let's say I'm a developer for a video game. Then I can play this game myself. And then the problem I have with that is, I have to b","So, I guess, if we're gonna have a random selection of a set of numbers and we're gonna use it for our, you know, to build the tree of this. Well, the","and I'm kind of looking at the size of the object. I think I'm trying to use the size of this object. I don't know how big it is. It's 20","that's the reason why we do this, is we do this to make a profit. The more we do it, the more we can make a profit... you know, the more you make a","we got some of that...it was really difficult...so I had to have a lot of different data to understand the whole thing and understand the whole system","I'm thinking of the way that it's always hard to make decisions. I guess it's the uncertainty. If you're not confident enough in a solution or you're ","this is going to be a very interesting period of time. It's going to be very challenging. But the same way I've had to learn how to learn how to manag","the amount of stuff that we have in our minds and the number of tasks and the number of things we have to juggle and keep track of, it's getting out o","that's the thing about what's going on here in the world today. So that's the thing we need to figure out. I can't give you a straight answer. That's ","the important thing is that we have the same definition and the same model, and we all go through the same thing, and then it's a lot easier. A lot of","I am also saying this to make a point. You will hear that this is a bit of a struggle and you need to be careful here because if you do not follow the","that's probably true. Yeah. And you know, it's kind of similar, in some ways, to what we've talked about with our relationship to ourselves. So if we'","[I'm thinking] of the idea of using a different approach, the one that I was talking about, is that it's all a question of context. What I'm really tr","it's really nice because it's a combination of two things. You can work with the 3D models and you can work with 2D models as well. But 3D is great","I'm in this kind of position where I'm not getting enough sleep because of all the work I have to do and I'm doing a lot of work on the weekends. And ","it's really hard to talk about that because it's really, really important for me to be able to have a good relationship with my friends, but at the sa","so, you know, I'm thinking about that, you know how the brain works, the different ways the brain works in different people, and I'm thinking, you kno","[in my dream] I was a guy in a university and I was in an interview and a woman is interviewing me and she's asking me: why do you want to work for th","I'm wondering if it's possible that the future will have a huge influence on the past in the sense that some people who are not even born yet might ha","I remember a lot of things. I was very good at that when I was a kid, I think. It was probably even better when I was in high school. And I do remembe","you know what it's really interesting, you know, I feel like this, I'm trying to get to the bottom of this and I think there's a really strong connect","So my feeling is that it's better to have a lot of different technologies. I'm actually really excited about the prospect of things like Google Earth.","It's a pretty interesting concept because it's that sort of the, you know, the whole concept of the global brain. It's the global brain because it's a","I just think I want to understand people and understand what they're doing and what they're thinking and why they're doing what they're doing, why the","I have no idea. I mean, I would think the other thing is more important than that. I mean if we want to have a discussion about something that's more ","so I was trying to figure out what are the things that we can do to help to get to the end of this period that we're in. So what are the changes in th","the challenge for me in terms of what it means to be a human being is that, when I'm speaking, there's a kind of, like, a different sort of feeling wh","the things that you have to do that you didn't do last month are you doing the work for the committee and you have a lot of meetings going on and that","the same, the same. I wonder whether it will be a positive effect in that sense. So if we, as humans, have this tendency to be sort of more... we have","we know, we have all the experience in the world, but we just don't have the experience of having that experience. Because of our experience in the pa","I see a bunch of different things, but I just started thinking of a little bit more about the way that the universe works and how there's different wa","I had the idea of doing the same thing with a group of people that I don't know. You know, I have the same idea about having a group, having a group o","so the whole point is that that's how you develop your thinking. That's how you grow as a person. That's the way that we grow. In the same way that yo","and that was what led me into a whole other project that was more about, you know, the kind of things that I've talked about in the past, which were l","yeah, I guess what's important, that's a really hard one. I guess what is important to me is, how do you tell someone that you're like, that you're ha","I'm not sure if it's an artifact from my mind or an artifact from the world. I'm not 100% sure it's an artifact of my mind, but it's still","yeah, and then there's kind of this weird thing that I just don't think anyone has really looked at, or if they have, it's probably just me, but I hav","there's this idea in philosophy that everything is fundamentally probabilistic and you have no ability to determine whether something is a fundamental","you know the concept of a graph that is a graph that has edges that can be colored. Right? Like so, you know, you can think of the edges as being like","and the point of this is to show that this is what is happening in the brain at this time, but what is happening to you is that you are thinking about","what I'm saying is that I believe there is a probability that when we encounter the Universe as it exists in our minds that it is not just a random se","there is a way to achieve a certain state that is much better than any state that we can imagine. In fact, the state of enlightenment is the state of ","I have this feeling that there is a fundamental, deep and core level to which all things are connected, and I don't know how to describe that feeling.","So, that's what we do in a computer system. You create an interface. I think a lot of that has been the work of a lot of cognitive science, to try and","And when I'm thinking about the future, that's a problem. Because when I'm doing something, and I know what I'm doing, and I'm just going through a se","And so, if we take, let me say, I like the idea that we have a bunch of different things. You know, some things that are good and some things that are","my wife's reaction, the whole thing is very interesting, and I think that's why I find it so interesting. So I've thought a lot about my wife. I've th","It's almost like, it's almost like the whole of this world, the whole of the universe is just a simulation, and that our consciousness is being fed, o","[I'm] talking to [you]. I'm not thinking about you in any kind of deliberate way, I'm just having this conversation with myself as I would have with a","I think that when people, when you ask them how to solve a problem, they usually, they have a very specific solution, they think of a specific solutio","what about the last year or so, right? It's kind of like the last five years. The last five years, my family's been really busy. So I've been trying t","It's like if you're playing a game, you're doing a puzzle and you're going to put this puzzle together, you have to have all the pieces to be able to ","yeah I'm actually like going through a couple of different ideas, or strategies to help me figure out some of the things that I'm trying to solve. I t","I think I just... I have no idea how to think about how to do it, but I have a bunch of stuff that I'm going to do. And I'm going... I have a","the number of different types of thoughts that we can have is huge, and the number of thoughts that people have is also huge. And so, I guess, the rea","I have a project that I want to work on. It's a way to write software that can work on all different types of hardware and software, that it could run","yeah, yeah, you know, it's funny because I have an idea about my model for, say, say the, let's say the world as it is right now. And, it's","I don't have a dog. I'm going to have to get a dog in the near future, and I don't have any ideas for what to do. I'm thinking about that, and","[there] is this feeling, like when you're on an airplane and it's like, the altitude changes, and it feels like, well, you know, the earth is moving a","uh, so we have a, we have a number of, a number of people that, uh, that are currently looking to hire, uh, some of the, uh, the people that,","yeah, we got to work on that, the idea is that we need to have this software running on multiple platforms so that you can, you know, you can have it ","and then you have the question, 'What if you're going to get married?' I would say you have to be able to do the job for the whole life of your compan","what the heck is this about, what do we want to know and why do we have to know this. You know, what the heck, what the hell is the goal of this resea","and it's like, you know, that's actually the case. I mean, that's a really interesting point. I was like, hey, maybe I should actually test this. I do","okay so the thing I'm trying to get at in this problem is, um, is what would be the, you know, if I'm trying, um, I'm trying to make a system","okay, so, so, what we know is that, as as the as the, we have the idea that, that as the temperature gets lower and lower, as the temperature goes to ","and that would be, that would be a good question. It's very interesting question. Why do we want to have this data available to us? For me, it's a goo","I've been wondering what it's like for other species. It's hard to talk about in general, because it's not exactly the same for all species. But I'm w","[I]t's sort of a real problem... I think... when we talk about this, you know... this is this problem of having to be... you know... so many people ha","what is this? What is this? That's like, how do you know when you have a problem? Like, do you have a set of rules or things that you've learned or th","So you could be like a you know like a, yeah a lot of people will do a lot of research and then they'll get their data and they'll see the results and","I would like to see how it would work if I did this on the computer. And I could try to write this out, but then there's also a risk that I might not ","the reason I didn't want to go into this is I was trying to use the approach of this was a good thing for me to have to do. And so I would have to do ","so you've been thinking about what was done by the team... it was interesting to me because... as you were looking at the... the graph and looking at ","[I'm] thinking about the next 15 minutes. I'm wondering if I'll be able to finish the session within the time allowed. I'm thinking about the 15-minut","I am looking at the question, and I am thinking that there's no way to do this without being able to sort of map the data, which is I think probably g","I've got a few things going on. I've got to get a lot of my notes on a spreadsheet and make it look nice, because it's going to be a presentation. I a","oh, so we had two children, so we're gonna have a third child. And then, I don't know, maybe if we can get into the two and a half child budget. Then","I'm doing some of the prep for my lab that I had mentioned earlier, and the lab that I'm working on now is looking at the impact of this COVID vaccine","And then I'll start to write the script. I'll come up with the script. And I'll be like, I'm going to have to take a couple weeks off. I'm going to","my car, the one I have now, was a 2006 Volvo, which was a great car, I had a few minor issues with it, but it was pretty reliable, it","692 is a number, 234 is a number. Okay, 128.16, so this would be the 16.18. Okay,","that's really just an algorithm, that's a little bit, that's some of the data that we're getting from our initial studies is that's a small, you know,","now I want to talk about the game that we just did. And what we did in the game was we did some questions. We had questions to help us figure out what","It's the first time I've ever been out to a movie like this, so I'm not really sure how I feel about it, you know. I think there are some people who l","So the research question is about how different types of algorithms can be implemented in the brain, in the neural system, in terms of computational s","So the world, you know, we've got this world which has a set of laws. And then you've got these people, and you know, these people who are trying to g","the moment when I am sitting in this room and I see you in front of me. I think about this thing that's called the internet and it's amazing. So I kno","so you get to the point where the distribution of the values is actually the same across all the different variables. If we were to go out and get som","oh yeah, the last time, I was like, we have some data, right? We have some data to share on the same thing, and we should be able to put together a pr","[it's] really important to be able to create a context where you can learn in a way that's more productive for you, you know, so you can actually thin","and I've been doing a lot of thinking about this, about how to do the product launch in the next two years, and how to build out this team, and how ar","I'm talking with somebody I had a phone call with last night. They were saying that they have a little bit of a different opinion on something. They'r","I have no idea about the... I'm not really a computer... I'm just a software... I mean I'm a computer... It's like a computer software, like a... It's","and I'm saying to myself, 'This is a nice set of questions, and we're going to be able to figure out which ones are the ones that are actually going t","I just started writing this, and I'm not sure if it's actually any use. But I thought maybe, for the sake of curiosity, it would be good to see if we ","so it's actually, the one thing that I've been thinking about with the AI is that I'm thinking about, like, the AI actually, the AI is actually someth","oh I think that's a pretty good point, but I've been thinking that in the case of things like, you know, the application of this sort of thing to say ","I've got this new product, it's a video game. It's a single player game. There's a set of characters, and there's a set of goals. And you're trying to","there's this concept of... of a global maximum value of a function, and I remember that if you have some function, you can do... I'm trying to remembe","there are no equations that I know of that describe how people will actually behave in a large group setting... You could take the people that are in ","what we were going to talk about today, well, that's really a general idea. We were going to look at the idea of learning about the world through a sc","what I do is that I use a lot of different data, including the actual data, but I have a lot of experience in the field that is not covered by the dat","that was a bad choice, and that was a good choice. So, it's not a bad choice. It's a good choice, but it's not optimal, so what do we need to","I have a feeling that I'll have a feeling, I'll have an idea for a novel or something. It'll come to me and I can just pick up a pen and write it down","a little bit of a problem. You know, the code, the code. There's a lot of problems with code. I think I was trying to get back to something about how ","So we want to show that the technology we've got works, and the results that we've got can actually be used in the real world. And so there's been a b","I guess the question I would ask is, what are the things that are important about this particular field? I guess, in general, the big things are like,","I can think of some more examples of how people tend to change over time. This is particularly true for people who are exposed to certain technologies","that's what it means when you have a problem, you can see it as a problem, it's just like an investment, the problem is something that we're facing. S","you can take a lot of information from the internet, a lot of different sources. One is you can take it and you can aggregate it and try to put togeth","[a]s a parent you have to take into account a lot of different factors and I think the biggest challenge for a parent is the decision of whether to ha","so when you come in you see a table and it's in front of you, and you put it into your brain and then you think about it, and you come up with a set o","a lot of people, uh, who were affected by the pandemic have done a lot of work and have gotten a lot of data in a lot of ways, and I think that is ver","[17:26] and so if we could all have this ability then I think it would make our lives a lot better and then you know [17:33] like in","So this is why I like the first way of doing it. In terms of the second one, I mean, I do think that that is a good thing. I'm going to be very specif","uh, yeah. Uh, uh, you know, one of the, I was in a, I was like in a meeting with, uh, like, um, um, you know a group","and you know, I was thinking about a friend of mine who is in prison, who's being held in, I think, the federal penitentiary in McNeil Island, and I t","that we're getting all these questions about the impact on the stock market and the economy in general as well as the stock market specifically. And I","there is this whole set of things that come in, and that's, I guess, that's that's a function of the way the brain works. I mean, one of the things I'","[I]t's kind of a long-standing theory that the brain does its best work when you have the ability to rest your eyes and have a chance to see where you","I don't like the way that the stock market works. I mean, if you are a small company, you don't have as much access to capital because you're not a la","and I think that's why they can make a lot more money than the people in the private sector. It's because the private sector is smaller, so it has les","[I]f you just have a good, healthy, well-educated society, you've got a lot of people that are basically smart and are capable of doing a lot of thing","the first question, of course, is why am I doing this. What do I hope to achieve by doing this? What are the expected outcomes? Well, if I can achieve","what are the characteristics of the people who are involved in this work? I think it's a question that can be asked by anybody, that can be a part of ","a couple of months ago, I think I might've read an article in the paper about a woman that was found in a car park in London that was full of her own ","my mother is a real great woman, but she doesn't have the ability to do business with the Chinese because she doesn't speak Chinese and the Chinese do","[T]he first thing we had to do when you got in is to figure out a way to get all of you off of your positions, off of your desks, off of the table,","there's the whole question of, well, how do you go about, how do you deal with a large number of projects, like the whole question about, for example,","I mean it was, you know, like when you were in school, like high school, junior high school, and the thing was the grade school, it was a matter of li","it's not only the individual, it's not just about the individual, there's a sense of community. The community is important. The community really matte","I've just been thinking about how difficult it is to get your head around that, you know, because they've been looking for so many years to get this t","it's very interesting. You know, I think that's one of the reasons why I am so successful with the government is because I'm a technocrat. I'm not a p","it's a big question. The idea of the republic and the idea of the state, the state is in crisis, and that's why I say, and that is my position, that t","and I had this idea to look at the European Parliament. The idea that I had, which was more like a fantasy, is to take the European Parliament, to put","there's a lot of talk in our society about the dangers of guns and about the need to reduce the number of guns in America. The idea is, you know, let'","we need to take action and the reason for this is because the reality of the world that we're living in, the fact that people are going to be put into","It's not just the technology; it's the people using it. If the government is going to have the same people on both sides, then they're just going to h","so the question is, is it better to have a rule or not have a rule? Is it better to put these things into the system or not put these things in the sy","... ... I don't have much to say in terms of what I'm seeing in terms of my own thinking, or my own cognitive processes. There's just very little I ha","I think, I've been reading the news lately. And I've been thinking about, I think, some of the things that are happening, you know, with the situation","it's just hard to get up the energy to go out and do those things... like I can't remember last time I went to see a movie, you know? I haven't been t","I think, for example, what I would really love to do is to help people get back to the basics of what it means to be a person and to be a citizen and ","I have no interest in the problem, but the way the question is framed is problematic. And I think that, frankly, the problem of global warming and the","[I]t's sort of like an experience in this case that, I mean, I'm still sort of at a loss for what to make of it. And I'm not saying it's","[I'm] looking at the [a]ir. I'm looking at the clouds in the sky. I'm just thinking, 'What is the universe?' 'Is this really it?' I","I'm not sure what I'm talking about now. I'm talking to you. I'm doing a think-aloud. I'm just talking to myself. I'm trying to describe my thought pr","and I think, I think, as I think of myself, that I am an animal, and it is not an animal in the sense of a dog or cat, or a bird, or a","so I have to eat a lot of protein. I know that, but I know that's not the way to go. So what's the way? Well, it seems to me that the way","I'm in the middle of a story. I have a story to tell. I'm not sure whether I can tell it in words or whether it's going to be in words. And I don","and it's like this. I mean, there's all these different kinds of thought. And you can think about a lot of different things. And so, there's different","I think that maybe I should take a day off, that I should take some time off, because I've been working so much, and it's not good for me. I don't kno","I want to be able to write the sort of things that I want to write, the sort of stories and the sort of scenes and the sort of stuff that I want, rath","and this was the time when the work I was doing with my mentor, was more of a trial and error, so we would come up with a technique and try it on one ","and so this is what I'd like to do is just take the first topic that I started with, which was about a feeling of disorientation and then the feeling ","the past and the present are the same. When I look at a picture of my mother or look at a piece of writing that she wrote and I read it out loud or ev","in a way, I feel that I am going to be, sort of, like an object, I can't say an object but a thing of the world and so that's interesting to me becaus","and I'm going to have to change that, and that will mean, I'm going to go and find a different source of, that I've got to go and get a different kind","and I see in my mind that I have a tree in my garden which is the most beautiful tree I've ever seen... but there's a lot of water around it. There's ","and the light was on and I saw it was a light and I looked at it and it was a blue light. It was blue light and it was bright. I think it was a Christ","I think there's something really nice about the idea of an adult, somebody in your life, who will take the time to listen to you and not judge you, an","I am not sure I understand what you said about the benefits of thinking. I was just thinking, I just feel like I could be so much more productive if I","and that's why I think that we'll have to do that for every one of these classes that we've taken this semester. Because every class has its own uniqu","I'm thinking, I'm looking at a lot of data, a lot of different things and the, the most interesting one to me was when they were talking about this, t","and it's an interesting thought. I've read in a couple of the papers that there are going to be some changes to the curriculum in the next few years. ","So, I mean, it's a really good, you know, the way, in a way, in which, in a way it, it really is the best way, to be able to","and I'm thinking of all of the people who have died because they were sick with TB and died. And then I thought, well, do we know that TB is still pre","it was one thing to be so in touch with the world that you were going to make a lot of money and all these other things that were really going on. It ","the very last thing that you get when you're going to bed at night is this feeling of you know, and you know, you know, these things that you have to ","I'm in a kind of a room now, that's kind of a high ceiling, a very, very high ceiling. And I'm sitting at a desk. And I've got a stack of","and that was all it was... it was a little bit of a surprise, when I saw it that way... I had no idea what it was... I looked at the picture and then ","the words 'Ariel' and 'Tangier', and I've thought about them quite a bit. They're, well, they're sort of connected in my mind with this sort of place","and then this is a little bit of a digression, but this is where I got the idea to do this because I remember in high school, I was on the baseball te","So I'm sitting here at my computer and I'm looking at my calendar. It's the day before I have to give my final speech, and I just started writing this","so it's sort of a crazy idea that you would actually need to do that in order to understand what they were talking about...I don't know if it's a big ","So we had a meeting last night and we were talking about how the students will have to go through, we call it the 'paradigm' shift. And we're talking ","and then I'm going to tell you what I'm going to do about the whole thing. I'm going back to my bookshelf and I'm going to write out a book outline. I","I'm talking about the impact of the Internet, not the Internet itself. That's really my main point. If you look at the Internet and think of all the g","It's a very interesting question. In a way, it's also a question that has been asked in the past, but it's still open in some ways, and it's open beca","you know, it's funny, when we're in a room that's big enough that you can walk around and feel, 'Hey, I'm not the center of this room.' Like, I","it's an interesting question, isn't it, the question of the future. And how far you can predict it, and how far you really can know about it. And this","the last thing that happened, you know, as far as your life goes, was when you started work in a newspaper. And you went and started work in a newspap","so the idea of a very large, very powerful machine being controlled by a very small, very weak organism, and the implications of that for what's going","[in] a very broad sense, my brain is a very highly evolved, very complicated system, and a lot of those things are what I would call information proce","I'll never forget a class that I had, in graduate school. In a class that was a combination of theoretical psychology and applied psychology. It was t","we're at this place and you're looking around and there's this large building and then you know there's the... there's the building where you had that","I remember this very well. It was an event in my life. It was very strange. I remember this. This was in a certain location. I was very young, and the","It's like a person who's sitting there and he's thinking, I'm going to go home, and he's sitting there for three hours, and he gets up, and he goes ho","It's a pretty funny way of having the 'it's not fair' come out, but, I've never thought of it like that. I don't remember being a little boy. It must","a man is standing here, the same man you see on TV, but he's standing here in the room with you, and he's telling you, you know, the most beautiful th","you know, there are so many things that are so fascinating, it's unbelievable... you know, you see these things happening and it's just... I don't eve","[and] the other thing that I was thinking about was the fact that if we have a culture in which we have the idea that everything is important, that we","I'm having this experience of just the body. I can't really think of anything else in the world, there's just the body, there's no time, there's a bod","I don't think there's much of a difference in the way that the human mind works and the way that a computer works, but there are certainly differences","this is one of the more interesting things that came out of this. I was just thinking that the thing about time is that we don't have time, but we per","I'm thinking about that in the past tense, 'I was thinking about,' because it was not a thought that was ongoing; it was a thought that happened in th","I think that a very important issue in the present day is that of the environment and the relationship of humans with nature. And the thing is that if","this is a very important moment because it's a moment where you are in a state of awareness that you can only achieve if you're in the absence of exte","and the sun is warming the air. I feel warmth spreading to my fingers and then to my hands and arms and then to the rest of my body. I feel the air on","it's as if you are in the dark. And then there are images, you know, and then there's movement, and there's a light coming, and then you see what it i","all the images, all the words, all the thoughts...everything. I see a face, I see a man, a woman, a man, an old man, a young man, an old","I'll have a nice warm bath, I think, and maybe I'll play a game of solitaire on my laptop, and I'll have a cup of tea. And I'll watch a movie","I am a woman, I am a woman. I am a woman who can do this. I am a woman in the world, I am in the world as a woman. And I am a","I see the words. I have a list. I'm looking at my list. I need to remember what is in the list. I have to remember everything. I have this list. I can","and I want to look at what people were saying about it. What did they say? I didn't like the way she was going on about it. She didn't seem very pleas","it's the other way around. It's the other way round, isn't it? Yeah, it's not like it was the other way, it's the right way around, so I was","and they're the ones that I am most, more closely in contact with, I'm most conscious of, when I'm trying to find out what's happening to me. I don't ","a lot of people don't have this experience, though... and they don't know what it is... but I remember... I remember a lot of times that I was able to","I'm looking at some of the things that you said and thinking about them, and thinking about what I might be thinking about now. You said that you migh","and I think about these two things that are at opposite ends of this spectrum of possibilities...and the more that I think about it the more it seems ","I know, the thing about, the thing is, and the other thing is, if I were to make a choice between the two, and the two things I was, I was going to do","I could probably do something with the [new] stuff. I think I could probably do better on it. ...It's interesting, because it's just like a way of get","I've got to think of this. I have to think of the next level, and think about how to get that. I've got this, which is, I don't have any evidence that","I think you're talking about the time you were on your way out when this happened. Well, you're probably talking about when you were coming out of the","it's all very well to say that you know how to do things but actually, do you do them? For example, when it comes to people who are just ordinary peop","I'm thinking about my aunt and the car that she had. It was a Volvo 240, which was a very nice car. But she always had problems with it. When she used","I've got a daughter, and she's 12 years old, and she just finished 8th grade. I guess she's going to be a junior in high school. She's got","I have this woman named Maribel. I have to get the insurance. She's got three children. The first one was born at the hospital. And they put her throu","and you know, if you're gonna be a part of a study like this, you've gotta know that it's gonna have an effect, that it's not gonna be just something ","there's this little girl that lives here and her name is Tammi. She's like three or four years old. She has this dog that she's very close with, and t","it's like they're fighting for me. I was thinking of, um, of a couple of people who were, um, who were my, um, teachers who I, um, uh,","and then she went to work, she worked for 20 years and then she was retired and she just went to the pool every day and worked out with her little dog","the more and more of the 30s and 40s that pass, the more I want to see them come. And I was thinking I was a little more sure than I am","that's what I'd like to do. I'm not going to do it though, because I'm getting too old for it. I can't get up and go out the door and I have","I've been working at the bank and it's just so easy to just say, 'I'll make that happen' and then I know that I'm going to make it happen. I mean,","the whole thing with the drug testing at work is ridiculous. They don't care who gets fired and they don't care why, they just fire you, period. I don","we went out to a restaurant, but then we realized we were out of money, so we went back to the hotel, but they had just closed the hotel, and we didn'","So I'm thinking about what you said about how you get on at the store. I mean, I haven't really had to shop around, you know, because I've always gone","So we need to have some way of doing that. But we need to find some way of not being able to get an untruthful report of that. But I guess that we'll ","It's a kind of a cognitive shift. There's this sense of, well, this is not something I need to think about right now, I'm going to start to think abou","and I wonder, I wonder if I was more of a social person than I'm now. I was a kid and I remember that I would make friends very easily, and I would sa","I have a couple of things I want to say. I want to share them with you, and if I can't think them all out right now, I'll do it later. First of all","the good old days were the time of my life. I don't know why, but I always felt very comfortable at home with my mother. It's so nice to have her with","I was going to say that I was going to stay here and that I would leave as soon as possible, but then I thought I would rather go away from home, you ","[thinking] about the old days, the old days with the family. I never had a sister, so I didn't get used to that. But when the kids got older, then I h","and I remembered some things about that day, when I was a very young child, when I remember when I was eight years old. There was a time, when I wante","I can't think of anything that I don't feel is just... like, it's kind of hard for me to think of it as, like, not so... just like a normal part of","and what I see is me doing things with the other one... and I'm doing it with one of my hands and she's doing it with the other hand... I can see that","and I was saying to you, I think it's very good for me to listen to people, and especially when it's not something that they've said, but it's just so","I guess this was the first time I could remember thinking about this in detail, and the way I was feeling, in this particular way. You know, it wasn't","that's a nice thought, isn't it?...that's a beautiful thought. ...It's not like what I was thinking before. I was thinking that's a good thing to do..","this is my first time seeing her. ...I've known her for, I don't know how long, maybe five years. ...and it's the first time, the first time that I've","It's a real good thing you're here. I'll remember this day for a long time. I've had a lot of problems with my back, I'm 61, and I had","I just remembered this old friend I had, who was a musician and a composer and played piano in the band I was in, and I thought he was really a great ","I'm trying to think of the most interesting people I know. I can't think of one. I guess they all die or something. No, I mean, I know they all live, ","I was trying to remember a name. I've been trying to remember this name for years. I can't remember it, but it's something I can't forget. I'm sure I ","I want to get a good grade. And I want to learn, not just for the grade. I want to know how things work, and I'm sure the kids are learning, too. And","And this is where they [the people he has just met] would be if I had not gotten out of school, if I had stayed in school. I might not be in school to","and, you know, that is exactly what I'm going to do. I'm going to write the book, and I'm going to teach people how to write their own book, how to wr","[T]here are many problems I have, but I don't think it would be right for me to go and work for a major, like IBM, and have to make these decisions. I","The real problem with the US is not that they're not going to attack China. The real problem is that China's going to win. They have been winning the ","my sister's daughter is the president of a foundation in our university and the president of our association of students. This is the third year of th","and I just want to say, and this is the first time I'm saying it, I think it's time to start saying it. This is the first speech that I've given about","And then the people, the people, all the people in the world, all of the people in China, I'm sure that they're, they're in the same position, that th","you know, a lot of the people that are going to be looking for work in the near future, there are not a whole lot of jobs, you know, going to be avail","and we're going to have to spend a lot of time learning the way they think because we're going to be in a war with them and that's just the way it is.","and it's a real problem for us because, we get these... we get these problems and we have to come up with a resolution and they just keep going on. Th","you're trying to do this, you're trying to find a way of being a part of the system, and you're trying not to be a part of it, and I'm trying to get","I have a headache... my head is hurting... [sigh]... I don't like it... I don't want to do this... I don't see any reason to do it... I","I know that the sun sets behind the hills, but I don't know where it's going to be. Maybe it will go right under the ground. Maybe it's going up. I do","It's a nice day, isn't it? I'm not in the mood for work. I should probably do some work, but I just want to enjoy the day, and I guess I'll","my friend [the son of a neighbor] has a girlfriend who's a nurse... he says he's got this woman in his life... she's a nurse, and she's in love with h","I like the fact that I like to say: 'I am an expert in the field of...' because this is my job, and this is my career, and it gives me a feeling of...","that's the problem. It's a problem in itself, because when you want to solve a problem, you have to break it down. The only way you can do this is to ","we can't just do whatever we want. I can't just go on a spending spree and spend everything we have. And what is a good time? What is the good time? O","I don't see anything wrong with that. Well, the problem is, you're going to have to figure out which of the three, if any, is right for you. The one t","a lot of things come up at a lot of different points, and it's a matter of whether or not we can sort out, in advance, what's the most important thing","I just don't understand why the subject matter is so important. If you take that up, you are talking about some very complex issues and you've got to ","we have a lot of questions we need to answer about that. That is, what is the significance of this question, which I put in the abstract to get my col","you know what I think now that you've heard these different types of thoughts? I think that they are really not very different. You can find a common ","the problem of how to write the program and to construct the program to meet the objectives of this project... we will be constructing a program that ","I've been studying the problem of how to solve it, and I've been thinking about the idea of a solution to this problem. ... the basic problem is that ","I feel a bit of a lack of sleep because my mind is kind of in the process of waking up but not yet fully. I don't know, I was thinking about what I th","So this is a problem of trying to determine what we actually mean, to get at the real meaning of the word, that's a lot of work. So to try and determi","So what's the relation between that and the experience of being in a state of being awake or asleep? I mean, how is it that I have this kind of experi","there's a line between 'I don't understand something' and 'I don't know something'.... [and there's a] line between 'It's true' and 'It's plausible.'","And so now that we're in this frame of mind, in this frame for thinking about things, it's not going to be entirely unstructured thinking. What is goi","and I think that is why I find that the word that comes into my mind with all of the different parts of this is the word 'part,' because the way I und","[T]here's an important thing, we have to think about, when we're trying to formulate what it is that we want to do, or what it is we want to achieve w","you are not even sure if that is what you are thinking, and it's hard to say what you are saying. This is very different from saying it in a particula","the day the woman walked out of the door, the moment she walked out of our door. We would've been fine if we had a child and then we would've been at ","I can't quite remember the name of it but it's in a book where she is very sad and she's sitting in front of a window and her window opens to a sky, o","I just went outside and I walked around the block and the lights were on in the houses, and I'm trying to figure out what they could possibly be doing","my hand. My hand is tired, and the light is just a little bit too bright. It's kind of hard for me to see. I'm sitting in the dark, and it's a","I was trying to think about something. I don't know why. Maybe I'm just sitting here. Maybe I don't want to go back to sleep. I don't have to, you kno","so if you look at the surface of the Earth, it's a curve. If you look at it from the side, it's flat. You can only look at it straight on. So you","oh, I see. Oh, the point is that, in any case, there's this ... there's this connection between the fact that I was interested in a certain property, ","and I could go in a second and take out a third one, I guess I would know how many to take, or not, I would have to get to know that, because then I w","the word, which I've already said, is something like 'word.' (Pause.) I'm going to say 'word,' I think. It's something like that. (Pause.) That word","it's all my fault for the way it ended. I shouldn't have gone on the diet. But I am glad I did. It would have been much worse if I hadn't done it.","And what does that mean? That's what I'm thinking about now. 'What does it mean to have a mission?' And I guess a mission is to have a purpose, I gues","I'm just a little worried that when the session is over, that if I really don't know what the answer is, it'll look bad for me, and I'll be the one wh","a bit of a panic, you know, about the whole thing. It's a bit like, you know, the whole thing is going to come down, it's going to be all over.","there's no time limit. And I don't have to do it in real time, I don't know. I don't want to make it a test of some kind, I think. I","I am feeling a little more positive, I suppose, than I was before. I feel that I will be more successful. I don't know how. I think I have more of an ","and the problem is that, if you're going to do that, you're going to have to do it as quickly as possible. And I think it's really difficult to do tha","And then the first question is, I mean, where is the point where it's no longer just the cost to the person who's paying for it? Or the person who is ","the last time I was in Washington, I got a job from the government, and I think this time the government will take me on, if I do well, so that's an i","and so it's in my hand, so I get to use it, so I'm not in the same position as you. Now you have the opportunity to do something, and if you decide to","we'd come to see a friend who'd been a surgeon, and he's still in the Army. He's back, he was back a little while ago. They sent him home for some tra","and so we were kind of wondering, you know, how long we can keep that up, if you know what we're talking about, and like, if that's going to be a prob","And we'll go through, and I don't know, the other side, and that's how many people would be affected by this?...and I was thinking of how many people ","I'm thinking about a painting, a painting I saw, a couple years ago in the National Gallery of Art, or the Metropolitan Museum of Art. It was done in ","and, like I was saying, I have been on this for a while. The idea of the 10000 word page. It was supposed to be an attempt to really get into","this is the same one, the one that I was talking about before. It's really the same one. You know, I've been thinking about it in different ways. I'm ","[The participant] looked at the ceiling and said 'I have to figure out what this is' and then looked over to the screen and said 'here, I'll have a lo","the word 'man' comes up again... we have to ask what that word means... man, or woman, or child. When I say man I'm thinking of an adult, male human.","the way people are, as if they are like that. You know, people are so afraid of death that they would give up their life and all their possessions if ","we all have our little voices in our heads, that tell us what we should be doing, what we should believe, what we shouldn't be doing, or what we shoul","And he said, 'We shall not die, because we have become like the gods, knowing the things that are from the beginning.' And God said, 'They have heard ","I would like to know if this is the end of the world, if we are going to be saved, and who are the saved. I am going to ask these things of my God, my","and I was thinking of this in the morning, that there are many ways to die: by falling on a rock, falling from a height, falling on a snake, being str","I'm just trying to be a nice person. I'm not trying to be mean, I'm not saying mean things. I'm saying that this man that you have been so devoted to,","I don't think so, I think it's not, that it's not just a question of the light, I think I've got a theory, a hypothesis about that, I don't know","and so we started with the same kind of thing, but there were no labels on the buttons, just colors, and they were different, you know, there were onl","you know, the problem is that sometimes you hear something. If you're walking down the street and there's a loud sound, if you're walking and it's a c","I'm not thinking. I'm thinking. Oh, I'm not, no, no. I'm not. I'm just thinking. I don't know, no, I'm not even thinking","and it's the same thing as a piece of string that you can't do anything with unless you hold it. And a lot of things in life are that way, in the sens","this is the problem, you know, I've been having since I was a kid... I'm just very interested in physics, and I like math. I didn't do that well in ma","[14:59] the 4, the 5, the 6. We'll be taking that, that's the thing I was going to talk about, you know, the","I've got to start something new. It's just, it's just getting too long. I've been working on this for a long time. So it's going to be a bit of a","the other day, you know, the guy, I was talking about the guy at work, you know how that guy is always going through, you know what I'm saying, and I ","I'm trying to think of an appropriate response. I'm trying not to use a lot of words in case that makes me seem to be saying something, you know, inco","so it's all very well to say that you should do this and that, but there's the reality that when you're on your own, you know, it's so difficult to sa","so I think I want to go and see a movie, or something like that. I think I'm going to go and...I want to go out and have some fun, just so I can","And then I'm going to get all my things ready, you know, my laundry, get my suit ready, get my briefcase ready. I'm not sure if I have to, I'll","so I'm trying to think what the heck we're talking about. I guess it's a type of training for this class, it's like a group project, you're trying to ","the last thing I remember was a meeting where we were all sitting around the conference room table at the hospital, and the nurse was looking at her c","a lot of things that are like my personal life that are happening. I'm still trying to finish my final paper for this class on the history of religion","the other thing that we did is that we did some really, really, really deep stuff with the kids, and it was pretty good. And I think they kind of were","you have the right to vote and the right to protest... the right to strike. Well, the right to make it impossible for the school to operate. [laughter","[we've] got an excellent policy in place. I'd be willing to give them a break, and give them a big one, because they've been doing a terrific job for ","so we're going to do that. You know, there's some of these things. Like when we used to, for example, our last president was a Republican and he put a","and then the next thing is that they have to go over the line, and the next thing that we've been thinking about is that they need to have some kind o","you know, one of the things, you know, the more, the more people get involved with this kind of stuff, it's not going to be easy to make the transitio","we're going to start off with an analysis of the data, we're going to be looking at it. Now, we're looking at it in terms of the number of students th","what does a student do to get into a doctoral program? ...there's an application process which is going to be specific to the doctoral program, but yo","I'm going to look at the issues that have been presented to the board over the past five years, and what the board has done to try and solve them. The","So you want to put the project into the context of the overall mission and goals of the department and you need to have an understanding of how those ","I am not a very good problem solver. I think a lot of people have this problem. You know, it's difficult for me to just take the problem and put it in","I don't think that I can make any further progress on this point. But I think that I will be able to get a much better grasp of it by studying it for ","I'm not sure why, but there's always this sense of 'it's going to happen,' you know. I think I have to work with that. It's a good sense, but I","and the 9th of September is the 1st of October is the 2nd of October is that we can expect to go, and that we should have 50% of the","I can see all the houses, all the houses here on the south side of the river and also all the houses on the north side of the river. There are more on","now that is the big problem of course, the big problem is the fact that we have been looking for years for a solution to this problem, that it is impo"],["so we're back at the beginning...and that's good, it's not so bad...we're going to go on vacation...we're in New York...and we're going to eat dinner","I think there is some problem with the system of health care in this country. And I think it's a problem that's not just an economic issue. I think it","I have this idea that it's not good for young people to be educated at a university. Because they don't learn much there. They just get a degree, and ","I think that there are many things that can go wrong with people's brains. There are a number of conditions that can affect the brain. There are probl","and it's the first time in a long time that I haven't had the usual amount of pain. I was thinking about how I felt good for two or three days and the","so you know it's a lot of money, yeah, and I mean, if you're just living from paycheck to paycheck, it's, it's a big change and I mean you have to","and we know that the weather has been getting warmer in the United States, and you know the global warming has been going on. And so you know, this is","so when I started thinking about the military and the war, I started thinking well, yeah, you know, I'm a little bit worried about that, and then I th","my body. And so what are some of the things that happen to our body? There are all kinds of problems, like the heart. And then there's the whole nervo","And then they [the young people] come in the building and they see that the windows are broken and there's nothing there, so they feel more depressed ","I'm trying to make a point about a couple things I just realized that I'd been overlooking. I'm going to use a couple of examples to illustrate it, bu","I have a friend who has an adult daughter who was in the military. So I don't know how many years she's been in the military but she was in the Gulf w","and a lot of the work that they do at the DOD, the Department of Defense, is on the software side of it, but it's more in terms of the intelligence, t","and that's the thing about this, when I look at a chart or when I look around, I'm like, wow, how many things have gone right, how many people are doi","what if a company can't get the financing that they need to grow, what is the plan, then? And they'll end up having to sell off assets and you know, a","so, you know, the idea is that the way you build a country is you start with some kind of core values and then you build a legislative system based on","And the first thing that I thought, I thought, uh-huh, so I was sitting here and I was thinking about how we, uh, and I think I'm in the right place,","I'm reading this, I'm reading that. So it seems like this is just one big process of not necessarily focusing on what people say to me, but I think in","I've been having trouble with the economy. I mean, I think that I've been getting better and better, and I've been investing more money. The economy h","you know I used to go on vacation for six weeks, and we would fly out and we would go to the Bahamas and we would be in the Bahamas for six weeks. And","so, so, we have, you know, this, this is, this is the second, I would say the second, the second time we've done, we've done this, I would","so you know, I have the same problem with that in my, my, my wife, she has, she, she does a lot of stuff like that, where she gets in a meeting with","a good way to manage this is to go out and do stuff, go out and actually put yourself out there and meet people and go and talk to people and start ma","this was going to be an easy one, and I think we're going to be able to get it over with pretty quickly, because we know the program pretty well. And ","that's not bad at all. So what that's going to do is, it's going to lead us into the next stage of the economy. And there's a lot of different ways to","my mind was busy thinking about things that I am doing for the company, and the fact that there were two teams that I'm involved with and a bunch of p","And there are other ways in which the market can be restructured in terms of what we think about the regulatory regime and that has to do with the use","and there are times where it's not just you versus them but it's a group, and they have to make the decision collectively. It's not just one person wh","and that was the first time that I really did get the idea of having a new set of eyes for the next 30 years, and I started doing that, but that wasn'","we have to start making our way up to where our nation has a higher standard of living. And part of that, of course, is the jobs creation. We have to ","[T]here are some things that I have to do, some things that you guys have to do. And I think we should all look at the overall impact of the situation","I've always wanted to be a part of a movement that's going to change the world. And so I'm going to change a lot of things that are going on in our ec","I'm going to be here with this group. You know, I'm here for 10 weeks, and I think I'm going to do something interesting with this group, to help us b","what I think, I have a lot of interesting people coming and teaching here in a short time, in the future. So I hope they'll be able to use some of the","I think that there are probably many, many things that I'm not aware of that are influencing my thinking about what I'm doing here, and what I'm inter","so I'm sure that I have to be very careful about the kinds of people that I work with, and I'm thinking about ways that we can make our processes more","this was a really good session. And we actually just did a few of the exercises, and we had a lot of fun doing that. And I think it was a really inter","you know, I was reading the other day about the fact that, you know, like, if you're a group of people that are going to do a study, they tend to have","[I]n my mind it's still like an open question, like an open problem, about the role that the internet has played in our society, especially as far as ","what's happening right now? ... I'm thinking about a lot of stuff in this environment, but right now it's kind of focused on how many times I'm seeing","I am seeing a lot of people in the background, you know, and I'm just saying, you know. It's very hard, as a human being, to deal with people who are ","that's the way I do it in the classroom. I have a few students who are sort of on the borderline of not quite meeting the criteria. They are really do","and then we'd just kind of have a lot of things that were on our minds, and I mean, some of those things that we've had to deal with through the years","And I had a discussion the other day with this other person who was like, oh, you know, if I were to, if you were to run a large company, what would I","I have an idea of where I want to live. I think that in the future, I would like to live in an area that has a good job market, where my children woul","you know the main thing, you know, is to have good quality data, good quality information, and then to be able to make decisions with that. So I mean,","and then the first time that I had a problem with it was with this new 5020 which is now being deployed on the campus in the fall of 2021, so","so I mean, I guess I'm a lot more of a believer in the fact that our federal government, uh, is, uh, needs to be more aware of what's happening in the","you know, one thing that's been a real challenge for me, and I'm hoping that you guys will have some insights on this, is that we're going to be trans","I'm doing a lot of thinking about, you know, how to handle these issues and how to be more successful in business. We have, you know, a lot of meeting","this is a kind of process where the goal is to be able to break down and have a deeper understanding of a problem, so it's something that's very usefu","[M]aking a presentation. I need to know the material, I need to be able to know it inside and out, and the material that's going to be covered is real","and we were using those models that you had made that were based on those standards of the U.S. military that had to do with the space and the time fo","uh you know we were talking about like how the time goes faster the further you get away from the end of your life or from your work, from the end dat","we have some sort of thing that's going on right now where I am trying to work on getting some information on the students and things like that. But t","I don't think this will go away, you know, until I just basically have it completely figured out, you know. And I'm sure I'm not going to be the only ","and that was when I was in high school and I had a big project that we were doing and I was in charge of a sub-project and one of my teammates was the","and I remember this whole thing where there was this thing, so they had this system where they basically, it was a series of like, you would pick a se","and I have to remember the names of the different things, and then I have to figure out which are the right ones, which ones are the wrong ones, and I","I think that I could take care of myself and have the money to go out and travel and do this and that, but I have to do the job because that's the way","a few minutes later, we got back to the business of thinking about the actual system that we're going to use, the one that we're designing and that's ","I wonder if the same principle of how things are organized can be applied to the same type of things but of a different kind. Like the kind of knowled","the thing is, you know, they are all one in one. So, there's actually one universal way to look at things. But when you look at a single thing from ma","(A)nd then I realized that that was really my problem, which is that it was too easy for me to not be able to think about the future, because I don't ","and then we have some problems. Then you have this, you have these kind of things. It's not that we don't have things that are so clear, but we also h","And then the second time, that was probably something more like a real-world kind of simulation where the system was being used and people would have ","and I'm really surprised about the way they're doing things. I'm a little surprised about the speed that they're going with things, and then I was thi","the universe, as far as I can tell, is fundamentally made out of energy that's moving, that's changing and that's reacting. And I can see it as being ","I wonder if this is possible. I don't know. But it would be very interesting. I'm not sure if this is exactly what it is, but I'm not exactly sure how","I am actually very much in a situation where I am looking at a lot of different things at the same time. And there's a lot of things going on at the s","I'm sure if you look at the literature and the research on how much the mind has changed over time and what the difference between the way we were thi","it is a little bit of a conflict, I'm trying to figure out what are the various options, I could go and do one or I could go to another one and so, th","I think that the next generation of humans are going to have a lot of problems dealing with the impact that AI will have. I think that a lot of that h","and also when it's a multi-node graph, where the nodes are really big. So, we're going to be dealing with thousands and thousands of nodes and hundred","a problem. What's a good way to explain that? A problem, I mean, for a neural network. So, it's not like the network is making a lot of mistakes, in t","and it was quite a nice, kind of, I guess, a nice, a nice experience. And then I was thinking about what was the next thing I would do if I were in ch","we're going to make a new generation of devices and things, we have to be able to handle all the problems that arise from this, in order to create thi","and I don't even know that. I'm not going to go look at them right now. I'm going to say that the kind of system that we're working with here is like ","and if I was to take this concept of a project management methodology and I were to apply it to a particular problem area, and if that was a data cent","and if you can make a new definition of the word 'water' because you can take some water and you can mix it with other things. If I can mix it for exa","And then I have to have a function to be able to compute the derivative with respect to a variable. So that's another function. The derivative with re","I just saw this beautiful graph. You know, I would like to talk about the fact that when the price increases, the demand decreases. It's a law that yo","I have a number of things going on. I'm not going to be able to get in this class. So, it's going to have to be some other way. I'm thinking of doing","I'm gonna be on the phone with you. So this is all based on a standard, I'm just going to go through the standard. The standard is that all of our ser","I was talking about the thing about, oh, you know, the idea of, the concept of a 'group' of people, and, uh, a group of people is, a group is","and we do a lot of things, you know, that's what we do with our brains. And we do a whole lot of different things and it's important to realize, you k","you know, what's interesting to me, I'm interested in this concept of 'social responsibility' because there's a lot of things that are happening with ","and it's probably best to think in terms of it as a product of the interaction between the two systems. And that's a really useful thing to say becaus","the system I was thinking about was the [dubious] system where it was a global system of systems, where you had different types of system, but you cou","I think the whole thing is pretty cool, but I'm going to have to make some decisions. What is the future for this project? What is the idea of the who","and then the thing is that the way you're talking about it is you're looking at the history of how these things were done. But if you want to look at ","I see a bunch of people standing around... and I've got to decide who gets what, you know? And then the other group of people is, like, 'Oh, no, no,","you know I have to get over this. And I need to get over my anxiety about this. And you know what is kind of interesting? I've actually been thinking ","what is going on with the EU, how many people are in the EU. Is there a country that is outside the EU that has a strong influence on the EU, Germany ","we could just go there and use all the information, we already know that. And we can make the right choices. And the idea is that it would be possible","a kind of thing in which the brain, in the brain stem, is actually kind of a like a little computer or like a little, a kind of a processor, and the b","I can't say what we have been, so we've been thinking of, but I think about things that are kind of, well, I would say very much on the same level, th","It's a very important part of what we do, I think, I believe that a lot of what we're doing in the military and a lot of other industries is just sort","and then when I was at the University of Washington, in the late 1980s, they had a big computer science group that was working on what was called, the","and also that's why it is a really useful thing for people that have had traumatic experiences to work with trauma focused cognitive therapy because t","and it's amazing, is there a difference between the thoughts that we have in our head and what we're saying out loud. Like the last example I had, I'm","the system itself, you know, if there's an issue in the system, if a piece of software, if the software doesn't perform as it's supposed to, then I'll","I was at home and I had a lot of questions about what I was doing with my life and I started to try and work through that and so I started doing some ","It's about being a little bit more curious, and then that could be, there are a few ways that you can use curiosity. There's the curious mindset. Ther","it's like, the process that you're in when you're working on something, you know, you're just, you're working, you're doing an experiment, and you're ","we have to go to the market, so I go there, and I get a bag of beans. Then I go home and I get to work on it, and I'll start cooking. I","I was thinking about the first time I was like, 'Oh, I have to work.' I remember being like, 'Hey, you should work this week, I don't want to have to","and it's funny you mentioned that because that's one thing that I've been thinking about recently as well. Is it just... I feel like people are starti","and the one thing I was really looking forward to is the new season of the TV show called, 'The Office.' So I've actually been watching it for a few w","yeah. That was great. That's great. That was an amazing, amazing. Yeah. Yeah. That was a lot of fun. I'll say that's the first time I've done that","so I'm really looking forward to the winter season coming up as well and just being out and about and the things that I'm thinking about doing, that I","and then the next step was to figure out if they want to go and play. And then figure out when I'm not on the plane. What I'm going to do. So if I'm","you know, I'm so glad to be back in this country. You know, I just, it's been a long time, I think since I've been to New Zealand or Australia and,","[the idea of] the [concept] of a single unifying field theory that has been pushed out there and that's what I was gonna talk about yesterday. I think","And so, it's interesting. I don't know. It's like, it's like, I had some thoughts about the things that I've written. I've written a lot about, you","we are so close to getting it and then you know we've got to get a certain amount of, you know, what's the next step? How do you get the data? How do ","Okay, so this is actually a question from someone who was watching me for a while, who had some concerns about my mental health. So I just wanna go ba","I'm trying to think of some way that we could start a conversation about this, that would be different. I think we need to start by creating a list of","okay so we can assume that there is a lot of human capital in this region. I'm trying to think what sort of human capital it is that we can assume exi","I'm going to give you an exercise. I want you to tell me what is a typical day like for you. Can you imagine this? I'm going to set up a scene where y","okay, so I'm going to try to take on some of these different elements of our work as a team, and think about how we can build a framework. I think it'","I've been thinking about the things that I've done and I've done that, I've done a lot of things. So I'm always very curious, because I have this, you","the part I am most concerned about is what we can do to help them and, you know, that is a big deal for me. So we've been working on a lot of ways to ","The last thing I did was a lot of writing. I think I'm going to give myself the goal of writing a short story in the next week. That would be great, b","I'm thinking, I'm thinking about, it's one of these, like I think it's one, I don't know if this is a good idea or not. I don't want to","I was thinking of how we have an organization now, where we're trying to do a lot of our own work, and we have this program to help us figure out what","I'm doing this because I want to do this and then, you know, I have to start doing a lot of projects, and then you have to have a plan for it. And the","I think that the first thing that we'll do is go to the land. There's some land we have in California. I was thinking about the possibility of going a","We have a really good relationship with our [company] but we have been thinking that we have to make some changes. We've been looking at how we can ma","it's not so much the world that is the problem. It's more a question of how we deal with it. That's really important. To make sure that we can underst","[T]here's a lot of things that I could be doing that's more productive than I am. If I don't do what I need to do, what I want to do, I","so, this is kind of like a little like a thought journal. Right? Like, I could kind of capture these thoughts and then use them in, like, a strategy s","I was thinking about a couple of things. One is, when I think about my role as a consultant, I think about how I want to do that, and I think about wh","I think I don't know if I'll be able to continue, and the only thing that's really relevant is that it is a question of not having the time for that, ","what I was thinking was that it seems like in a lot of the things that we're dealing with, like AI, like the nature of our economy and the way things ","And I think I was here last time in the beginning of this year and we were doing a lot of the same things and a lot of it was more on the research and","okay, so, so, I guess the first step to that would be... I'm going to think of this as a business process, I think of, so we are talking about, this i","I feel like my experience has been really positive, that I've been really able to understand the complexities of the work that I'm doing, that it's a ","a lot of the issues that we're addressing in the organization right now is just trying to get us through the next few years, and trying to plan for th","I was just thinking about how I do my research now. I have this idea that the way to do my research is to get people to tell stories. So, I have a lot","there was some work that we were working on. It was a work that we had in our group to do, and we were working to complete the final work, the final d","I am thinking about this paper and about the nature of research, because I am thinking it's probably the most important paper for the year. It's our c","you know, there's a couple of things that we think about, the fact that we don't have the technology for this is not going to prevent people from doin","but we need to find the right combination of that, and, you know, I don't know that the research has really been there yet to really identify which is","I'm gonna have to figure out how to make that work with the user experience team because I think it would be really interesting to try and figure out ","and it's very good... and it's like if you have a problem in one part of your brain, and you want to solve it. You have two options. You could be like","I'm trying to think of a problem that I can work on for my dissertation. I'm thinking of doing a paper that I had proposed a while back that was focus","I'm talking about this research in the 19th century, which is still, I don't know, it's still being done, but I think there's some research in the are","I think that I may have to look at that, because I don't actually feel like I'm in the moment. So I think that I have to start, you know, doing some m","we've got to figure out how to deal with AI, and then, you know, some of the problems of AI are, well, I'm thinking of, like, the first AI boom in","And then we had the question of what to do with our own stuff. And so it was more the question of how do we build on what the people who have built up","you know I've got to look at that problem and I've got the problem in my mind that I'm going to try to work out a solution to it. And I have a solutio","I'm actually writing an application to get my master's degree at the university. And I have a set of papers that I'm going to submit. And I'm going th","this is a really good way to think about it, and it's, it's in a way, this is why you have to think of it as an open research environment, because it'","I think the problem with this is, I'm just not sure of the right kind of data I can get. So, I think I've got to have a bigger sample size. So, that","and then the idea that I should really be doing this, this is what I'm here for, this is what I do, and then I can kind of go in and take a look at wh","I just think it's interesting how that's, I'm really surprised how that's playing out with my team right now. And I think, I think I can't imagine how","So we have the idea that we don't want to be so much the same thing, like we want to be, but I don't think we're that far away. I think it's kind","and it was like you have to think about something like what do we know about the person's past. What do we know as a society about the person's past a","[W]e had a really good opportunity to get a lot of really high quality research in the brain and we didn't use the time well to get to that research. ","I have a goal, I want to see a doctor. I want to have some sort of therapy. I want to work with a psychologist. I want some type of therapy that will ","And so you know, I guess, the way that I look at it is, there's this little piece of the world that we're looking at, and then it's all this other stu","I'm going to be speaking on a panel at this year's conference of the National Society of Black Engineers. My co-presenters will be professors. This wi","it's always very important to understand what's going on in the brain. And, in the same way, if we want to be able to design better interventions for ","I'm a great believer in the power of the individual. I've written about this in my work, and I've actually written about the power of the individual a","we are in an age where, as we talk about the internet, we have to realize that there's an internet of things. So, we have more and more, I'm a technol","And I was also thinking about the way that the way that people react when they hear someone else say something like this. Because I think that people ","yeah, and then you think, okay, you're in the midst of this. And you don't know what you're supposed to do, you don't have the language, but you have ","but I think I want to be a little bit more involved with what is going on in my own body, I think I would like to know what is going to happen, what t","and then the idea is that we actually would have a kind of a repository of questions that are raised by the members of the organization, that then can","yeah, right, well, you know, I mean, if you have a new client that is asking for you to be their therapist and you feel like you know, you're not qual","I am a human being who has been exposed to a great deal of misinformation, which has led me to the conclusion that I am going to have to work with thi","the one thing that you know, is that the system itself, the system that you live in, the one that we have now, is in a crisis. And I think the reason ","I can do this. I've done this before. I know what I'm doing. I can do it. And I am sure I can get to the point where I can do anything I want","and the whole of humanity in that moment. I feel so lucky that I can do this work, I feel so fortunate, that I can actually work in a field that is su","So what does this do? So this is, it's very useful for the medical students and other students who are in the process of learning new skills, right? S","I had this dream about a fire alarm that went off in my house, and I had to get my children out. I don't have any children, and my wife is out of town","okay, now that you've got that down, you can start to put your thoughts into practice and into your practice. That's one thing you can do. But also, I","so it's pretty good, it's not that it's going to be a long-term thing, but it's pretty nice, because I've been working on this stuff for a while now, ","I think they are going to be able to learn this a little bit faster because they've got access to a lot of data that they otherwise might not be able ","The other day I was doing a test and I was doing one problem, and I had to solve an equation, and I was solving an equation. So I got this really larg","uh, we talked about this a little bit yesterday, but the other thing that I think was important in this discussion, uh, was when we were talking about","the first thing that came to mind was that you know, you know, the second law of thermodynamics tells you that things tend towards equilibrium, toward","the whole thing is going on, but it's going on in a way that is really difficult for people to understand. It's not a linear way, and it's not a way t","and then when we do the real thing, when we do it in the real world, and we're at work, and we see the actual system and we see that we've got the tim","And then I was like, oh, well, let's just focus on a more efficient way of doing things, so I wrote out like a list of the steps that were happening. ","we need to start, uh, we need to get ourselves into this state of like a state of high performance, um, and this is kind of where you're trying to cre","I remember watching one of the movies on Netflix, the 'Star Wars: The Last Jedi' and that was really an interesting experience to watch that movie. I'","so in this case, as you know, when it is a business, it's very easy. The main problem is to make sure that the customer is not paying you for the wron","we are talking about an app to help you do that, and help you be able to do that. We are talking about a system of monitoring and control, and also, w","and that's one of the things I've learned from a lot of these, some of these studies. Some of the studies. When you are measuring the performance of y","well I'm not even sure if we have to be able to solve for the second derivative in this course, and I don't think we do. But if we did, what I would d","now I know what it's like to be a teenager. I used to be a... a teenager once. I used to go to high school. I went to high school here, and I was","this is the second time I've gone to the beach. I went to the beach last summer and I really enjoyed it. We had a great time. So I'm really happy to b","And then I'm going to take it on the road. I mean, I'll be traveling and working. And it will be a lot of fun. I mean it is a lot of work.","and we have a lot of great people here. We have a lot. Yeah. I think I think it's interesting. I think we can put up a lot of really great. You know,","I've never been to the mountains and I would love to be able to go there with my kids. We've got two kids, a couple of young ones, 10 year old,","the idea of what could be a good approach to this, so, in the case of a big corporation, a company like that, the first thing to do would be to, is to","I know, I know it's the one, that's the one that I always want to do, to go back, and do the big thing, like I used to do, you know,","I've done it all, I've been on that 8000 meter peak. I've been through the death valley. I've seen the snow fields, the deserts. I've","and there is the woman... the woman... who is a student at this college. And the woman is a... an attorney. And she's been on the Supreme Court. She's","I think I have to do something about my chest. My chest is always getting cold. My back is always getting hot. My chest has to be something about it. ","and so I think there are some of us who were raised on the idea that this is the only thing that really matters. You know, this is the way it was mean","there is a question that I have to think about. ... I have to be a lot more active in my work with the children. I have to make it more fun for them a","there are so many of them. And then, if there's a big enough fire, there will be a lot of fireflies, so the more you do, the more you can be. The","And the first question that came to my mind when I saw this title was, what is a thought? Because this is what I've always wondered, how can we talk a","we have a few friends here, so we have the possibility of having a small number of people to choose. We are thinking about taking 2 or 3 people at ran","I was looking at a book of photographs of the Mediterranean, the Alps, the Pyrenees and so on, and it reminded me of an article on the differences bet","and it's very strange. It's very strange, I'm very fond of that part of the world, the middle of the world. It's not the north of the world or the sou","there are some very good, I would say very, very good reasons. And the idea that the only things that really have any value are those that are based o","there's a kind of social force, a kind of pressure to say yes, to say what everybody else wants to hear and to go along with the way everybody else is","and that is a sort of, a sort of what you could call a sort of...an American style of business. I would not go so far as to say it's a democracy, but ","I'm going to say this for a long time, but it's a little hard to get your head around it. I think that we are, and I believe this is correct, a part o","The next thing I said is that I think we have to understand that if we want to know what the world is like we have to know what it looks like, what it","it was about 30 years ago, a long time ago, we were at that place in the desert, in the Sahara desert, we were looking at these stars and we thought a","well, you see, the reason, I suppose, I thought I was being cheated is I had no idea what I was dealing with. I was told the car was being driven by a","well, I was thinking, well, in fact, I'm just thinking about something else. What's the point in thinking about it, why should I think about it, how's","it's a funny thing about the universe; there's something about the universe that's about the same size as this table. What? This table is, what, about","It's like being in a sort of dream. I've done this sort of thing before. I was on a beach and there were a lot of people in the water and I was swimmi","I'm in an ice cream store. I want a small sundae with chocolate syrup, I think, but then I don't. It's probably a strawberry one. The waitress comes o","and we had to play the game to the very end to get it, the final level, and then we were supposed to get it into a book or something like that and giv","the sound of the ocean. I'm sitting on the beach. The ocean is right in front of me. And I have the beach right behind me. And there's a lighthouse ri","I wonder how they're doing. It's a pity. The kids in the middle class. Oh my god, my god. If we don't do it, then we won't be able to","I feel good. I'm comfortable. I can see myself as an old woman. I can imagine myself as a mother with a child. I can think of the last time I was preg","I'm walking on the beach. I've got a surfboard with me. I've been practicing, so I can catch the waves. I'm just going to try it, see if I can","and now I am thinking of a really big, big, big... I think it's a red... I don't know. I don't really know... Oh, I am thinking... I am","I think it's just me. It's just me who is so unhappy, and I can't think of any other way of putting it. It's so upsetting, and I don't think it","I think we should use the old formula for the cost of the land, the square footage, and the value of the land. Okay, then we should figure out the squ","I would have to, because of the way the picture of the wall was framed. They were only framing part of the wall and the wall was only there for a few ","and it's the end of the year, and I'm going to have to go back to school to work on my bachelor's degree, and I've decided that I'm going to do a doub","it's pretty strange to me. It's pretty strange that my whole life I have never thought about these kinds of things before. I mean, I never have though","I want to get a new car. I want to get this new car. Well, what kind of car is it? It's a Cadillac. I want a Cadillac. A black Cadillac. Well","I have a bunch of ideas right now. I've got a bunch of things I want to do. I'm going to have to make a list of things I have to do. Oh, I","I could be wrong about this, but I think I got the wrong thing, the wrong numbers, I didn't have them in the right place, so that might be why I didn'","and then you're like 'Hey, I can get some extra money now, I don't have to worry about it anymore, I'm in the bank for the next three or four years.' ","what do you do in your free time, for example? I mean, what do you like to do? So I think I play basketball, I think that's how I got this, and I","yeah, I'm not sure, like, I mean, I guess you could just write down some stuff, like, you know, in the car or something. Like, if you have your comput","I was talking about the amount of money I spend on the bus. I'd like to get a bus pass but I don't have a card. So I could get one and then it would c","and I can't really, I have no money for anything that I want to do. It's just all that stuff that I'm going to have to do in the summer. I've been try","So, I got a call from the chief of staff, and I talked to him for, like, three hours, I guess. We were just talking about a lot of things, and then he","[w]ell, that's kind of nice. I mean I did go down there. I mean, I'd say that's like a good job in terms of just what you can do.","it was a really bad year, 2001, I think, and that was when I got the...the first, or was it the second, the second one...I think the","the biggest thing that's coming up is the idea that we need to bring people out of the state of 'let's see what we can get from the other side,' becau","so, this is not going to be a problem for the next week or so. I know what I'm going to do. I'm going to see what's on TV and then I'm going","we are all going to the movies and then we're going to get dinner. The first movie I saw was Star Trek II: The Wrath of Khan. I guess I was only five ","I mean, there's something out there. And I don't really know how to go about it. Like I said, it's gonna have to be a joint venture, or some kind of t","I don't know if I should go ahead, or not. I don't think I should go forward. I don't want to have anything to do with it, I don't have any plans","there's a song by Tom Waits called, 'Maggie's Farm' and the chorus is, 'I don't want to go back to Maggie's Farm,' and, 'I was","and so I was like, 'Wait a second. Maybe I should take a shower or something' and I was like, ...what did he do, like, put out a bunch of candles in","So they're kind of, you know, there's a big, big problem, I'm afraid, in the, in the way that the whole, the, the whole business, I, I","I think it's really an important issue, because I'm trying to work my way towards a job. I don't know, maybe I shouldn't, but that's what I'm trying..","The other day I went to the dentist. I mean, I've been going to the dentist every four months. Every four months or something. I was supposed to go at","And you know, I think that there are some of the things that I can't tell you that are going on. The way that I feel, you know, about my kids, they're","and then I had this other job where I was going to have a group of people, like in an office, and we'd just be working on projects together. And I tho","we were just talking about, you know, the process of learning and how you can use what you know from your past. You can use that as a resource to help","what we're going to do in this course is learn how to be an engineer, but there is some common theme that's going to be through all of these courses, ","you know that we've got a system and it's a complicated system... you know... it's... it's a... it's an... an... an integrated system, but there are a","I've been a teacher since 1980. And then, I went to the university for a couple of years. And then I was working for a couple years as a high school s","uh-huh. Well, I mean I had that problem with my classes because there were no textbooks and I didn't have enough money to buy textbooks so I would ord","and I guess the problem is that in order to have the sort of problem solving that we want to be able to do, and the sort of thinking that we're trying","and what is interesting, is that, you know, if you take a look at the list, I mean, so you can see the things that, that are on that list, you can see","what I want to know, if I'm right in saying that it's a question of, let's say, for example, if you want to go into a high-rise building, you have to","I had the same kind of experience when I was in a car, and I was driving to work. And I was driving somewhere to work, and I saw something that I didn","The end of the book, so to speak. I wonder what happens in the next chapter of my life, so to speak, if I get the job. I might say, 'well, what","and then this morning I had this horrible, horrible nightmare that I was in the forest and this huge tree had fallen on the house, and it was complete","what do I care about this, you know, that this is going to be a real big deal, because there's nothing there. I'm going to go out and talk to my mom a","the first thing that comes to my mind is my car, and my car, I think, has been stolen, so I'll have to buy a new car, I have to get a new car","and it's, uh, it's this way, I guess. So if we're looking at the data and we're looking for the pattern that we've established, we know that the data ","and then I can't think about it at all, because I've got all the other stuff that's going on. I mean, I mean I'm not saying it's a bad thing. It","what would you say if you were an astronaut, or a space pilot or whatever? If you're going to space for a year, and you're going on some mission, or y","and the reason why I didn't say it, is I'm not sure, but it's because I feel that they are sort of more of a product of the government, not a product ","I'm not sure what you mean by a computer, though. ... I was thinking of a computer as being the kind of thing that takes inputs, does stuff with them,","I think I'm going to have a few beers, I'm going out. ...I think it's pretty obvious that the US has the ability to bomb anywhere in the world. ...If ","we have the same idea of a particle being a point particle...in other words, it has no size and it has no structure. It's a point in space, it's a poi","[I]t is possible that the time frame of the universe is a closed system, it is a closed loop, and the universe is expanding, and then it contracts, an","I am the god, I am the god. I am the god of the universe. I am my own creator, I am my own god. I created myself and my universe. I have no","(sound of the brain) the universe, the brain, the universe. I know I am one with the universe and it is all in my brain. It is my brain. (Sound of the","it's always the same story. When I'm dead, I'm going to be a conscious observer in some higher dimension, with no more space-time or particles or atom","it's like there's this wave of light that's coming towards me. And it's like it's coming from the very edge of the universe. And it is infinitely far,","and so what we have in a sense is an illusion of reality, because we know that it's really nothing but our brain and the brain is just the brain. That","now I'm thinking of the fact that it would be better for me not to have that. This would be better. I'm going to have the sensation of being better. A","then there's this image of a white dog running, then there's an image of a human, and there's an image where a human is running, and this is kind of a","I don't know what I was saying... I'm going to see the person who... I was thinking of, but... it's... he was thinking of. It was the same thought tha","I'm going to have to come up with a better name than this. I guess it's really more of a research project. I'm not trying to put out a commercial prod","and then, uh, there's one more thing that comes to mind. So, uh, it's like, uh, if you could put a thought bubble, you know, a bubble of thought","I know, the reason it doesn't have to be in a computer is because you're already doing it. You're already thinking of it, and you're thinking of the o","and that was how I started writing. And it was... well, there was an idea for a story, and it was all in my head and I... I was supposed to write it d","there's a point where the game's over, right? It's over once the ball goes through the hoop... and the next person's turn. But I'm not sure if that's ","I mean, I'm a little nervous, but it'll be a lot less nervous if you just do this as quickly as possible. Yeah, because I want to know what you're thi","this is my dad...and this is my mom...and this little boy over there is me. And this is the tree house I've always wanted to build. And we're going to","we're still going to go to the beach... I've been thinking, we need to get the pool... and then we can go swimming... I mean, I'm not really that good","it's...I think...I think I could...I could use...I could make some kind of a...I think some kind of an...I think if I made some kind of...I","the guy...the guy was a real...a real good guy...and he was like...he's like a little...little kid...and he's like a big...big boy...and he","this is funny, this is the end, this is a great idea, this is really good, this is cool, this is like, this is, uh, like, this is so good,","[I think of] a little boy who used to live in a little house. I think about that little boy. And it's kind of like an old house, but it's a little hou","and then I'm driving down the road, and I see a yellow cab and I go, I can't get a cab, and I go in, and I'm trying to call up a cab","the other guy's mom said, you know, I mean he's a great guy and stuff, but you know he's my step-son and he's a step-son. Like, you","I was wondering if you can come in and help out and be like a father figure or whatever to my brother. He's a little young for him to have a father. I","yeah, it's a nice thing to get back out there, you know, you've been doing it for, like, eight years now, and it's just been so nice to get back.","and they were doing that right there. Like the guy that had his gun pointed at the kid's head. I mean, that guy's gotta be nuts. I mean... I'm just la","I've had a lot of fun, you know? ...Yeah. I'm working on this movie. ...Yeah. Yeah, that's kind of it. I'm doing the movie. ...It","and what are you trying to figure out about this? Why are we doing this? Why is this important? You know what? You know what, you're not even trying t","and so I'm thinking, I have to buy some more eggs because I need some for the Easter eggs. But, I'm kind of sad, because the eggs have to be at like, ","okay, I'm going to eat lunch. I'm going out for lunch. I guess I've been to the deli before. I'm not going out to the deli this time. I","I'm sitting down. I'm sitting down and I'm trying to think. I'm trying to remember something. I'm going to eat this pizza. I'm eating pizza. I really ","and then I'm going to eat something and I'm going to sit down and I'm like, 'What's that?,' and then I'm like...it's like, 'Oh, that","So, I can't see, and I think, like, what's it like to have to live with blindness? Like, how are you going to like, keep track of the time or anything","I've got to keep my clothes dry. So I've gotta stay under this. You can't go through life with wet clothes on. You know? I can't go in my swim trunks","and then you don't have to worry about the water or the sun. You can just, like, go in, and you know, if it's hot, you can put a jacket on,","I was going to get a beer...that's it. [sighs] It's going to rain. [long sigh] No, I have to go to work...I'm not going","And now I'm thinking I should just leave it for another time. I mean, I could go up and get the pizza, but it's like a quarter after 8:00 now,","that's the way that it is. I mean, it's not like you can just put it under a pot and you're done, but I don't have a problem. It's just a","I'm taking a trip tomorrow with a friend who is visiting. We're going to see the city, we're going to eat at some of the places where he works and we'","a good day for it, huh? If they just let us stay here, I don't know, we could have a really good day out here. It would be nice to have the people,","I mean, I'd be a good mother, but I'd probably have trouble with the kids. And I mean, you know, I have to be out there all the time with them. You","the little boy was talking about how he'd have to do the same thing when he grew up and how he didn't have any time for anything else... He was saying","the kids are going to have a party...I don't know why they're having it at my place, it seems like they're just throwing it in the garbage...you know,","and I don't know why I don't just start running the other way and tell them, hey, I can't do this and I'm not going to be part of your big project. I","so the more people you can get involved the better. I mean if it's just one person then they might go...it's just one person and that person is like '","and, oh, well, I wish I could find one, you know, one that was really, really, really good. You know, I'd want to find one, like, you know","I'm a bit afraid of getting a job. I just feel so ... I don't know if I'm ready to be that responsible, or be in that much ... that much control of ev","and then it would be like, well, this is what I do in the summer and then we'd have the fall and then we would have the winter and then the winter's g","I have to get an early morning flight for work tomorrow. I got a call from my wife saying I had to leave early. I think I'm going to have to skip the ","a person like that and he would come back here to go to my house and...oh, he's not a person like that, he's a person that would probably not come bac","[It was] an accident. You know, in the spring of 1931, I was working in a big department store in Kansas City. And this is a funny story about this","this is a good one, but I don't want to get too far into it, because it may not be good, because I'm not sure that I have it quite right, but I think","[i]t's funny, you know, if you take your time and you don't rush and you don't think about it, the words just come out. If you're sitting there and","and I wonder about people who are involved in these things and are forced to be involved in these horrible things that I was involved in, and that the","there's a guy on the news right now saying, you know, the president has just passed away. I mean, how long does it take to pass away? He's already pas","and then when you think about it, if you want a girl for one thing, you're not going to put her in a room with a gun...or a car. You're going to get","I want to get a big mortgage for a house and buy a house. That would be a big investment and it would be good for the economy. I want to buy a house a","and so I look at the light and I see the light. And it's pretty much the same, except that they're not doing a lot of business with it. I mean, it's j","and we had to go, and we went down in the elevator to the ground floor, and we took out the first one and then we went to the next floor and the next ","I have a few thoughts about this, a couple of them are that the problem of a world-wide war or even the end of the world in the next decade or so, and","if I do it, it's all good... if I don't do it... well then, what then? If I don't get the job then, well, I'll be able to get","I guess that's it. There's a lot of them up there. We haven't really talked about this. They're the ones we can't go after, though. And you've got to","it is that whole concept of the war, it being over and all of that, that it is over and you're going home and you're coming home and you know, and it'","you can't go home. You can't go back in time. You're all grown up. I mean, I'm all grown up too. I'm older than you. I mean I've","I've heard a lot of stuff about it, you know, because I don't know any other way. I was born to be a vet, you know. I don't know why, I","so what I'm gonna do is go back and, I have a friend in the air force. I can go and visit him and try to get my things together to get them back. See,","we were in the cafeteria at the school, and I think it was during lunch. I think there was a guy there that looked a little like a giant and he was a ","I wonder what the problem is with this guy. He's not the most likeable guy in the world, but I'm sure he's got a lot going on in his head. He's probab","we're going to have to kill a lot of them, if we're going to keep up. I've seen some of them, and they're really ugly. And the one I saw was an","the whole time I've been working on it. It's the whole time we've been working, I've been thinking about this thing. I was thinking about it last nigh","and then they go back and they find all the people they were looking for and they go down to the office and they start asking questions. And they've g","I'm going to try and get this in a spreadsheet, and then just print it out, and I'll just show it to the other people. And then I'm going to have to m","And then you'll see a bunch of these people and you'll go, 'Oh, yeah, I know them, they're on the list, they're people that I'm going to go after","I know what this is going to be. This is the one I did before. I did it the other night, too. That was a good one. And I'm gonna do this one.","so I'm going to get an article on the kids that I'm going to show them, and they're going to take it, and they'll show it to the class, and I'm going","we could use the 9600 baud to connect the computers and use them all in parallel and have it do something really quick. Then the other one can do it a","the other thing is if there was something really bad, you know, a nuclear disaster and it would shut the entire system down. You would have to do a ma","I wonder if I would have been able to do this, or not. What would I have been able to make, or what I would have had to have done. I'm not sure what w","I am thinking of the big problem of the world today. And the big problem is that we are not doing enough. We are not doing as much as we could do. We ","The whole thing is so stupid. I just want to have a good night's sleep. If they can't sleep they just can't sleep. So why should I make the decision o","the fact of having a woman on the team and having a woman captain, and that in a way made us more efficient, we were more efficient in working with ou","the first one is the one that's been really successful. It's kind of, you know, that's kind of the old way that we did it, but the other one is that t","there are some things I've done, that I regret doing that, that I think I could have done better, but it's the fact that they didn't go anywhere, they","I would just go out and get some money from the bank. But it would be kind of funny because I'm kind of like a fool because it would be a couple of mo","I don't think we'll have that problem because I think a lot of people are going to be unhappy in a lot of ways and some people will be in a lot better","I think I'm just going to have to look for the perfect one, though, for my home. Because, you know, I have one right now, but I'm thinking that that o","it's that it's always been that way, and they're saying, well, 'hey, you know, it's going to be the same,' but it's just not, because people have","[I]n terms of what's happened in the past, we've had a lot of people who had no idea about what they were supposed to do and just kind of stumbled upo","this is something we know about from our experience, right, but we're going to have to measure it more, and we're going to do it through a combination","I was going to do it. I would have done it. I'm not sure how well I did, but I did it. But then, the thing is, what do I do? I","And I think I had a dream in the last couple of days about an interview, a job interview where I had an interview, an interviewer, and it was, I guess","we have a whole bunch of ideas of how we can do this in the future. So we've got some of that, and we're still waiting to hear how we can get that fro","you know, this is an interesting idea. Like, the idea of people having different perspectives on things. If you were to think about, you know, a compu","I am wondering about the probability of two people meeting on a street, like if there are five people walking, what is the probability that any two pe","the same [as with] the first thing that comes up, the same is the way it's being presented to [us], so we have a lot of [the] same, the same [","if the sequence of events were like this, then the probabilities are more or less what you expect. The thing that you're going to see is a series of e","now I see an apple sitting here on the table, an orange, and I see a banana. Okay, there's two bananas and two oranges. The question is, how many frui","if you were to get a car, the first thing you'd have to do is find out about the price of a car. The price of a car would have to be somewhere between","so my son is 14 and I was thinking about when I was a teenager, because I have a lot of memories of going to the mall with my mom, so I thought I coul","uh I guess I would say the 70s were probably the worst because uh you know I think the 70s and the 60s were kind of the same thing. I","my first job was in 1975 in the field of chemical engineering at a company in Rochester, New York. I did a lot of work there. It was a very good compa","the part I like to do is the part where I look at things from a very far distance. That's where I can get some interesting ideas. I go to the library.","I was in an empty room and then I was in a room with two guys that I didn't recognize, and there was a lot of tape on the walls. They were looking at ","I was a teacher at the University of Wisconsin at La Crosse for about five years, and I was in a room with some other teachers, and we were discussing","you know, I'm in my 60s and I've been thinking about this a little bit. When I was young, I was more involved in athletics and I played football and b","I was going to be a journalist, but I ended up being a school teacher because that was a profession that was in high demand. And I started as a high s","I think the most important thing for us right now, and we're in the middle of a great crisis, is we're facing the most serious economic crisis we've e","and then the last one, you know, the one where there are these 16 people, and they're supposed to get all these things for these people. And the first","It's like if we get a letter that says: you have this disease and you're not going to live to a certain age, then the question would be: what can we d","we'll have to find some way to get through these things, the next 20 years of life, for everyone who wants to get through it. And we'll have to start ","and I think I'll look in my drawer and I'll see if I have the things I need to bring to the meeting. If I don't have the things that I need, I'll go","I was in the basement of this big building... and there was this big crowd in this room. And I was one of a bunch of people standing around a big tabl","what does a city look like? ...The city of the future is going to be... there's a lot of work in the city, but the city itself, the buildings, will be","and in the back, you know, the back of the building, it was, it was just, it was all built out. There was just a whole bunch of space there and that's","I guess the thing I worry about is I don't want the people I am working with, the people I'm training to do this, to get in this situation because the","we need to have some sort of control over that. I mean, this is a huge issue, and we have to have some control over what goes on. ...that's where I th","and I think it's that way in a lot of the hospitals, and the hospital settings. They're not necessarily using the best procedures that they know about","the one thing that you know you have is a body. That's not a very high a level of self-esteem, but it's not bad. You know what's the other part of sel","but you know the way that people are, right? We're just human beings. You know, like you mentioned, there's this thing about a person's need to be kno","And I know that I've been through a lot of trauma, a lot of issues, and the way that I see things is that I have a tendency, I have an inclination to ","it's all in the DNA, it's all that is you, and we have the ability to modify it by what you do, and that's why we're here. There is no chance of","there's no one out there that can see you, unless you are a robot. But that's not you. You're not a robot. You're a biological being. You're connected","we were all on our way to a funeral. It was a big, fancy funeral, for a famous person. He was a good man, he had a great life, and he had a big","[w]hen I was younger, I remember having this huge fear of going to bed, that something bad would happen while I slept. I remember that I had this drea","you have a good memory, so that's good. And you can't do anything without a good memory. And you have to have a good memory and the right way to use i","you know, it's interesting, this idea of self-identity, or what's a self, and why we have a self. We can take any thing and try to construct a self. B"],["I don't know. I don't like that. I've never heard anything like that before. I don't think it's the same kind of music. It's different. It's kind of","and I'm thinking I might get a job as a plumber, you know, they're always looking for plumbers in my experience, but I'm not really interested in it..","I know all of the different kinds of cheese, you know. But I don't know what they are called. I think the biggest one is called... something like Gorg","I was going to be a minister and I did that for about four years, and then I dropped out. ... I was at one point the pastor of a church, but it was ju","I don't know. I was going to say, like, there's this thing that happened, you know, where in the 20's, and 30's, in the United","And now I am at a point where I am thinking about my next move. I have two options: I can either stay in the job that I have now, or I can try and fin","I can't believe that I've been working with computers for 25 years and I'm still a computer person. I don't know what that says about me or my parents","and then he has to get out of that place and have to get to his next place, and that's why we had to have so much in place, so that they can move out ","And then you have this. You have a line, you have a space, and you have a dot. You have that, and you just can't do it anymore. And then you know that","a moment of calm. So when I'm...you know, I get up in the morning and I look at the calendar, you know, and I say, 'oh, I got to do","[talking about the test, and how it's a big deal, and we have to prepare for it. and then talking about the weather, how the weather is like a year ag","a lot of the work that we do as a community is to try to solve problems that we don't have that we expect to have, but it's almost never about solving","So there's this idea that we have about the way our brain works and the way it stores things. We tend to think that it's this kind of one big blob tha","And that's it. Yeah. I got this kind of like a picture, a little more than a picture, in my mind of a family. It's my family. We're talking about the","there was an example that I had in mind. It was a random example of how to use the standard deviation. So for that particular example, we have a data ","and, I, the most important thing about me is that I have no children and that is the most important part of my life, so I am not a father. I'm not mar","the people who are in this room are all very smart, and I think you're going to enjoy working with them, and I'm excited for you. You're going to lear","So, I'm in a very small group. So, the first thing that came to my mind, this is what I would do is I would start with an exercise that I think is qui","... I was born in 1957 ... ... ... ... and ... ... ... I have ... ... ... have ... ... my degree ... ... ... from ... ... ... my ... ... ... universit","it is not a very good way to run an organization, to make everyone know each other personally. The best way to run a big organization is to have a few","I had a lot of thoughts about what was in the report and how to deal with it. ... We will have to wait for the report and see how things go. ... There","and then we have the 24, we have the other one, which is a lot like the one that I mentioned, it has a different set of controls. ... So you've got,","we have to deal with the whole, and the whole has to be managed in the organization, and the organization, the organization, you know, and the people ","I think there are two ways to make a system more efficient, to make the software more efficient. You can have more resources at your disposal. That me","And you want to get to the other side. You know what you want to do? You want to get a lot of money and then you can buy a lot of things and you can i","there are some things that are not easy to be done. For example, if I want to move a heavy thing, it's not easy for me to move it. And I have to make ","so let's say I'm a normal person and I'm really in love with someone who's not that normal. And I want to make that person happy. So what's the best s","I need to make sure that the people who are going to be involved in the program and the people who actually are doing the program know that, and that ","and then the next question was, did I see the question? I saw the question in my mind, because it was so good, and so good and so clear, and it was li","there is a problem with that, and I think I'm not clear about the problem that is here with that, but that the issue is that we're trying to measure s","I am thinking about the fact that if I look back, I don't see anything that we've done that has really had any effect on the world, we've done a lot o","and I've been thinking about that because I'm not sure that what I'm doing is actually what's actually good for the person or the organization I work ","I just came here because I need a break and I needed a day to think about that. But what I have a real problem with is my time management. I'm going t","so I guess we could think about what our target is going to be in 10 years or 15 years, and I'm not sure. I think that the target is going to change","and what I'm doing right now is I'm trying to figure out, is it worth it? Is it worth the risk, because I could spend an hour or two or three on this,","[W]e need to start talking about a new approach to the whole education system in terms of the [future] needs and how to best serve the kids and their ","I had a friend that did this kind of thing, he would say, 'Hey, I'm going to tell you something about this. If you really want to do a better job, you","and I am really excited to see what the outcome will be and whether we'll have any kind of impact, you know, we're really excited about the potential ","you know, if I were to get a PhD, I'd have to work on the end of the system, and it'd have to be in the data center. If I were to do it","And what's that? What's the probability that a random person has that disease? So I was like, well, if I'm a doctor, and I've got a random patient tha","so, it's, I guess that's like, that's, what, what, you know, what is the, what is an example of a, um, of an example of that that","And we were at the time that was, and, yeah, it's a little bit of a difficult problem. And we know that we, we know, we know that the, uh, we","I feel like I'm very motivated, but I don't feel like I know anything, right. I'm super motivated in some of my projects and I don't know very much ab","yeah, the person who had the most money. And you can also see where they're coming from, like a lot of the, and I think it's a good, and then when you","I've been doing a lot of that. I don't know if it's a new thing or what, but I've been doing that a lot lately, and it's a lot of the stuff","we had this, this thing where, so I was just wondering like, was this like, is this a like, is the like a like a like, I don't know if you heard this","we're in the middle of an important project. We have been doing this project since the fall, and we've done this a lot, like 12 iterations over the la","my next book, I'll be writing a book on the history of the book itself and then, you know, publishing, publishing history, I'm really interested in th","the next thing I was thinking about was actually doing some coding, and the next thing I thought about was I wanted to make a movie, and that was my n","there's a few things that I would like to do with the team. We have a very talented team, but we just have to make sure that they know their roles in ","and that's it, I guess. And there is the point that the public will be made aware of the fact that this was a trial of a very well-funded project with","And that's an old trick of the CIA to try and convince us that what you are doing is going to work is that you're not going to use it for anything bad","okay, so I'm thinking about what's the best way to make an app that does what I want it to do. And this is actually a new idea I'm working on that I w","And it's like the other way around. But like if you were, if you had a team and you were making a product and you had like two or three different, lik","we're going to see the 420. We're going to go and see the 600 and the 700 and some of the 500s as well","[laughs] oh I love that. This is so good. So what happens next is like we'll get, you'll get the big picture and then you'll get to the smaller things","the same thing you see with a lot of people in their twenties and thirties and forties is, I think, the first stage of aging is you're like, I need to","I'm gonna talk to her about, I don't know how to put this. But, yeah, it's like, I've always felt like I'm so lucky because I've gotten to go","yeah so I have to do the first one on Monday and then the second one on Tuesday and the third one on Wednesday and the fourth one on Thursday so that ","uh oh, um, I'm going to talk about a time when I had to use the restroom. This is going to be interesting. I'm going on vacation to San Diego in a few","[The] person who...[had] that experience at...[that] time, I was so scared, but it's been so long since then. I think it was like eight years ago","I don't know. I don't know, I think that it's one of those things, which is just, it's just something that the teacher has to work on and that's it,","I've got a big book that I'm reading right now and I think it's going to be very helpful. It's called The Power of Habit. So I've been reading about h","the thing about the D'Arcy card game is that I'm trying to find the best way to do this. And this is what's gonna come out of it. And I think that we","you're actually like a computer system with all the different components of the human brain, and if you can do that well, then you can make your brain","okay, so, so it is more of a mental framework, but then it's like an environment that I'm living in, like a real time simulation. So like, it's a comp","I think I'm going to have to move up my course plan because I have this meeting at 12:00. So I'm going to have a meeting at 9:30","I was going to go to the store, and then I had a meeting with a student. I have this student in my class, and he was on a leave of absence last semest","and I would say, 'We're going to talk about the history of the history of history, and I'm going to tell you about the history, of the history, or the","The past is a very interesting thing in that regard, and the more I think about it, the more I realize how much I don't know about the past, how much ","and then, you know, you also have this thing called the internet. And you can look up all these different things. I mean, this is one of the advantage","and then we'll get to the point of the year where there's a really big difference between the actual thing that we have in our brains and what the act","so it's very difficult to know. You can say that there's a certain percentage of the population that is very highly creative and there's another perce","a few weeks ago I got this weird idea for a book, and it's not really something that's been done before, and it would be an interesting and a cool ide","and then, and then you know, the more of the general knowledge, the more you know about the world and how things work and all the other stuff, that's ","And so it is, yeah, and so I think that's the general feeling of that. And yeah, it's been a few weeks since I've been in a very well-paid job, and","[the] time we spent together yesterday and the time we spent [on] the actual actual task [that we were] talking about was 15 minutes, but it was a lot","So, I mean, yeah. I guess there's kind of a question about, I think, the notion that like there's a lot of cognitive activity, and in some way or othe","the problem with that is that that's probably the thing that people worry about the most, and is why we're here and why there are so many of us, becau","I'm trying to do this problem where, in the function, the output is the input plus a constant, and it's like this, right? If it's x, and you do x time","you know, it's funny, like, when I'm on a plane or on a train, and I'm bored, I just think about the other things. Like, I don't know,","and so I guess I could be thinking about like a certain company, and how the company was doing, or a certain company was doing well, and how they were","and it's probably not going to be like the 100% of the time, because if you have 10,000 people who are going to vote for the Democratic candidate","I can't make sense out of a lot of things I've seen. I mean, it's kind of like when you look at an object and you can kind of figure out what it is,","what we're trying to do in this course, which is a new course, and that's called the new course in consciousness, is to help students develop the abil","I mean, you can be, it's very important to be very comfortable with your own biases. Because it's true that a lot of the most effective AI systems, yo","and it's important to think about things. Not just what is important to the specific company but what are the important ideas in the universe, what ar","I've got to find out if that's something that we can do, and what the benefits are of doing that, because it's going to be a long time before people h","it's like there's something that's more like a hologram of a brain, if you look at it like this, and it's like we can have a kind of artificial intell","there's a couple of things I'll bring up. So we have the case study on the use of 3-D printing in medicine, and that's just a wonderful example of how","[the] mind, so much of it is subconscious, it's so hard to get at. It's like you're not conscious of the subconscious, but it's very powerful, but we'","I'm going to come up with this whole idea of how a piece of code in a computer is going to be translated into the machine language, because it's reall","and what's that you're thinking of right now? Oh, it's not words. It's not something you would ever think about saying. You know that... it's not some","and that is why I'm looking at you, I mean, you have this huge knowledge and you can explain the whole thing and then you can show me and then I can w","I was going to say, I was going to continue the story from the first section. What is the probability of a positive outcome for the overall study? The","So the idea is that you are the owner of that thought, the idea is your thought, it is your own idea, and the way to bring it is to think about it, an","the whole thing about quantum physics, right? I remember when you started talking about it, and you were like, well, if you think about, like, the Sch","I'll try to think of the examples where one can say, 'Aha, I got it in the end,' but also try to be very explicit about the process that led us to get","[00:23] the number of people is small, which means that, statistically, the probability is high that the number of [00:30] people in a room who","so the first one is like you say you have a bunch of values and you have the values that are the goals and then there are the values that help you ach","it's not too easy to say, because you know it depends a lot on how much time you have, how much money you have, and you know what, what's the best way","this is just the same. This is just the difference between 3D and 4D. The thing is that 4D is 3D with time. You can think of time as","and a little bit of a bit of a small set of data about, a little bit of data about the time, the amount of time it takes to go from a given amount of ","the number 11, 11 times 11. 11 squared. 121. 221 is a prime number. 13 squared is 1","the new thing, I guess the first thing, is that the first thing is that, I have a bunch of functions on the chip, and each of these functions is an ar","I see a list, a list of the 1481 elements. There's a 1451 and a 1782. ... A list of 14 elements","I'm not sure. I've had some problems with the mouse and I'll probably have to do that over again. And, oh, I'm not quite sure how to get the data into","So that's how it works. I have this function that takes in a list of integers and returns the list of integers, where every element is one less than i","okay, so you got to build your model, then you can calculate a path through the model. Okay. So we're looking for a path in the model. And then you ca","... ... ... ... And so on, but this is not going to work. It's not going to be accurate. I'm going to be missing some things. What I do is I'm going","[I'm] trying to find a word for an idea in my mind, and it's a word that describes the way a human brain works, how we can think of something, and the","I think that I should find some way to add to that and so I think it's like a sub-routine that's being called, so it's the same thing as in a subrouti","I've got to go back to the very beginning here, the very beginning, right? It's the very beginning. Now, if you look at this, it is a, it is a very","this is the way that the thing that the other person is looking at. They look at the thing that they are trying to create. And the way that they look ","I am a person who does not know how to think about a problem. It is a person who has to deal with the problem and solve it and who is then a person wh","we have to start to understand that you can only read about something and that's a good thing, but if you only read about things that are wrong or you","you see that when we try to make something happen, and we find that the something happens, there are a few things that might be happening that we're n","it's not something that would be useful, in this case, for a business. But what happens is that we take some kind of problem, it's not that we have a ","that's one of the things that I think we really need to do is we have to get a handle on what's happening with the weather, and that includes the weat","but you don't have to. I can have you. I can do that. You can just call me when you have a project, and I'm working on it. That's really what I","I'm really really not a great writer. I do not have a good grasp on language and I don't know what to say, I don't have the vocabulary to really commu","the whole thing is actually the whole thing of a kind of anarchy, which is, well, it's like, if you have an organization or a business or something li","and that's just a part of the way of the world. The world is an illusion, we are in it. We are all in an illusion. The world isn't a place, it's","I have a problem with a computer program. I think there is a bug. I'm going to fix the bug, I'm going to get rid of the bug. The way I'm going about","and the thing that I'm thinking about now is how do you test whether something is an algorithm, and a human brain is a neural net. And so what I think","oh, it's a good idea to use a control set that's different from the actual set we use in our study, which would be, let's say, a 1000-bit","And that's what I was thinking, this is what we have here. Now, we have here a network of people, which is really good, because I know that each one o","I've seen this before, right? Well, I mean, it's kind of, you know, I don't really think about what you're saying and it's, you know, it's","I feel really bad because I don't have any money for my dog's health care, but I'm not in the best position to give it to her. I've got an assistant a","so I'm getting into it with my eye movements, right? So you need to have some kind of an eye tracker, right? And, um, so I have a couple of questions ","if they are working together, they're not. I don't understand why. I think it's because, I don't know, I'm not sure, but, it's a lot of work","yeah, and there's some other things that they're saying, like if you have, if you're a big government entity, you're going to have a big financial ris","we're going to start by saying something about what happened here. I think we should say that the second round, I think it's really clear that the sec","we could go into it and say, well, it's all a little bit different. You know, there's all these different kinds of data and people are going to be abl","the old ways of doing business, in terms of the number of people that we have to go and meet and talk to and do all these different kinds of things in","that's another point. Another thing that comes to mind, one of the reasons why I don't like the idea of the algorithm in the first place. There's a lo","and what does a big difference between them make? I mean, I'm not a big fan of that. It's interesting to me, but I think you see where you have some o","there’s something that I’m going to do tomorrow. I’m going out for a run and I’ll get a good workout and I’ll be healthy. That’s going to help me beca","my thinking is like, this is all gonna be done. We're gonna be done with this. We're going to have a good summer and get a lot of work done. It's gonn","this is the first time we've had a new device that's actually gone through a lot of iterations, and it's been pretty exciting. I think a lot of the pe","I got an idea that I would like to use in a future project to get some information from people, I'm going to give them a lot of information in this ye","there is a little more detail in the research about, you know, the benefits of the vaccine. So, there is an extra, um, some sort of extra, um. Some so","so we've got like a 2009 or 2010 I think. So I want to kind of pull that up and and kind of figure out what's going on.","I don't think it's that that is actually a concern. I don't really see that as an issue. What I think is an issue is the way that they are implementin","the process that we're going to start doing here is that I'm going to have to think about something that we're doing and then we're going to look at s","I'm also starting to wonder, well, how do we even define this sort of a thing? Like, I'm not saying that there is a clear delineation between a lot of","[I]t's very difficult to make a very good prediction for the future of the world and for what the world will look like in 10 years, because it's not a","I'm sitting on an airplane and I think that my last flight was from Miami to Seattle. So I think that I had a little bit of a delay on the flight from","And I guess I have a sense of some of these things but not quite the sense of the scale of the global impact of things like COVID, but I mean that's s","I have some other ideas that I'm going to write about in the book, and I'm also going to do some of the work of my own, which is going to be on the, s","I'm going to work on the other project, the other thing that we were working on in the spring. I want to get a new paper out of that project and I'm t","[t]here is this idea I've had for a while that I think I'm going to eventually write a book on how to create and how to create, like, a really high-im","[M]ost people would think that you know that we have a lot of political and ideological differences but I don't think that those ideological differenc","And so, if you were to look at all the data on the net, it would probably show that there has been no increase in the number of people that are able t","the end is now...we have the beginning of a new era, which I think we are approaching...I think we have now got the beginning of that. The fact that, ","and I think this is an example of an artificial intelligence system where the training data are not necessarily correct, and you get a very, very bad ","[W]hat I do know is that I know how to make the word 'green' sound, because I've heard it a lot of times. But what I don't know, what I","and it's also interesting because it's about a subject that is, I would say, a sort of, if not an absolute, then at least a pretty important one, whic","I can't think of the name. I can't remember the name of the artist, I can't find the name of the... the name of what they call the... the... I don't","I was just looking at a picture. It was a picture that I drew. It was from the period of time that I was in a mental hospital. So I drew a lot of pict","so, and this is, I have to go through an introduction, an intro and a conclusion for this, you know. And then the conclusion, this is a conclusion, so","a few people I know are very interested in quantum mechanics. I think there are two different things, there's the quantum mechanics. The quantum mecha","The point of this is to show that the brain is able to make these decisions at the very last stage. And the question is how long is that, how long doe","this is an interesting point, because I'm thinking now of something I read about in a paper called 'A study of the structure of the mind' by George Mi","And they're saying that this is a way that they can actually capture the user's attention while they're working on it, and the question is, why? What ","and you might remember the things that you remember. Like, you know, we talked about the time when I was like, the first time I started learning about","I was trying to think about the origins of the universe, and I was looking at the... at the first moments of the universe. And that is like an initial","I'm going to be a bit of a perfectionist, so I want to be a perfectionist in that I will actually write, say, 25 or 30 chapters of a book","I see a computer screen, I see some code. I'm writing code for the computer. So the computer is writing code. It's an infinite regress. You're writing","The difference between the 6502 and the 68000 is the instruction set. The 68k instruction set is more powerful, but the 6502","the mind is just like a computer. It just runs through some sort of instructions. The brain is basically a set of instructions. And we know what the b","Okay, the next thing is this, you want to try to find a pattern here, which would be a better pattern than the previous pattern. That would be the bes","and now the more the problem is intractable, the more the program is intractable. Because if it is intractable for you, you can't write the program, y","(long pause) I was trying to figure out, if I was given the same problem, would I make the same mistakes or not? And it is not surprising that I would","I was thinking about a function. Suppose you have a function F that's defined on the interval from one to ten. You're only interested in the values at","the idea of the universe being a simulation. This idea is somewhat popular. It is not completely crazy. The only question is how to simulate the unive","I was thinking about the value of money. In economics, money is a means to the end of exchange. It's used for convenience, but the fundamental value i","I don't know what that means, it sounds like a place. It sounds like the sun was coming down and going in the other direction. You know, and the sun i","I'm on my way to the airport. I need to pick up my friend's car. I need to make sure that the car is ready for the flight, and it's 4:0","[I] have this one thing that I'm pretty sure of that's gonna happen, which is that I will get to go into the third stage and that I will have my first","and the way the water in the canister is going down and that's what's making the difference between this being a little bit of money and a lot of mone","there's the old one I had that was supposed to be the best. ... The other one is a new one. And I'm trying to get a better one, but I'm not sure where","I can't get into that position. The way you have to lie there, it's a little uncomfortable, because your arms have to be in a little bit of a weird po","right, so yeah. I have a list of tasks to complete, right? It's been 25 minutes. So I should be able to complete about 1/3 of the task list","you're not gonna get that money until you've written the book. I was thinking of doing some sort of book and you know what the book's gonna be about? ","I'll try to get some work done today, maybe I'll get some work done... I was looking at this paper, and I think I may have a good idea for an algorith","(laughs) ... and this is actually the second time I've been in a meeting with the company and I've been trying to figure out how to best use the infor","I can't believe we can do that. ... I was wondering, what is this? Is this something that is something that has been done before? ... I guess it's a s","And I'm sitting here and I'm thinking about some of my research I've been doing in the past. And I was doing some research, I was looking at some of m","yeah, this is a kind of a way to kind of test your hypothesis and what's the expected outcome, and then the other side, what do you do with the unexpe","and that's kind of the way that it is now. In the future, we want to have this kind of system where we can do whatever we want and we can do it at the","the problem with using the algorithm to help you see, and especially to understand the data, is that, with each new dimension that you add, the data i","It's not a complete plan, because it's still in a draft state, so you can't tell, right? You can't say, you know, you've made a complete plan with","well, the first thing that came to my mind was the idea of what is the impact of the quantum mechanics, because we have a very fundamental problem of ","there is the whole idea of what we consider to be the environment, which has been a lot of thought on my part. And we talk about the environment is th","a few days ago I was talking to a friend of mine about my research and my PhD and I said, 'Well, in the last couple years I have worked on a project w","I'm trying to think about what happened to me today, how it fits in to the broader world of my life, where I'm going, the things that I'm doing. How d","[thinking aloud] this is one of the interesting things about the brain, that's why the brain is so powerful, is that it can take what you have done in","I have an example of a question which is a very similar question to the one that you gave me. So, that's this question. 'A man has nine children, and ","and so you see the first thing is you want to find that the particular object, the particular concept, the particular, that you're trying to use and u","I'm an employee of a company. I'm a manager, and I'm thinking about a certain employee. I'm going to try to recall the name of the person who's sittin","this is very important to the person that I'm trying to reach. I don't want them to be in this sort of an environment. I want them to come in and feel","[my] dad was a...a great...a great influence in my...my life...he's an old school type of man...he's...he's a big fan of the...the","and there is a guy that's a real real expert on that, and I've spoken to him and he's just really just really concerned about the fact that this guy's","I remember when the first one was born. He's ten months old. We had our first baby. And the first one's been out for a little over two years now. He's","it's like the world's getting bigger and bigger... more people are being created, more people are going to be created every year... the world's going ","I can't do anything on my own. If I were a little older, maybe I could do it, but it's too late for me. I want to be with my daughter, but it","I want to go to the moon, and I'm gonna go there now. I'm gonna be the first one there. I want to be a geologist and see if there's any life down","what's your favorite animal? What is it? What is? What is your favorite? The first thing that came to my mind was a tiger... a tiger is my favorite an","I just keep thinking, 'oh my god, if I'm going to lose a race, it's not like it's the first time.' It's just like a guy who's running for the","and it's like, well, okay. Well, I would never know, I mean, what it's like to be a black woman, let's face it. I wouldn't ever know what","and I was thinking that you know it's so funny that if you want to have a relationship you have to like the person you're dating at the time or in the","I can see you're like my father. You're like my dad. My dad's like mine. He's a big guy, he's a good-looking guy, you know, he's the","the word that was written on the wall that day was, 'I know you know you're wrong but you do it anyway.' That's what the word was. It was alluding to ","I think about...oh I don't know if you have ever...I think I was very happy...that was probably in...I think it was probably in the early '70s, I","I'm still doing this. I was going to write a book, because I always wanted to be an author. I got so many rejections, though, that I'm not sure if I s","and so now I'm in my apartment. So my apartment is in the upper left corner and my room is on the left, so my room is a room on the right hand side of","I have two boys. I have to find them an apartment. I was supposed to get the boys together, I haven't had any contact with them since they were little","The second one was, like, the one where I got to go to college, but I don't know if I'm gonna get in, and the one I had the other night where I just","you know, we have a bunch of the kids here on a farm, we had a little incident with one of the kids. They were sitting in a field and the tractor was ","and then there was the other day in the car and I had just driven home from my place and I had gotten in the car after I had driven home from work and","this is not the best thing...it's not a good time, it's not a good place, it's a good time but not a good...it's the best time to be a good","this is the thing that you've got to understand that it's not a 15 year old that's got it, it's a 95 year old, that's got the thing going","and it's a very powerful tool to get the brain going. But I'm still in the realm of thinking in terms of being a person with an IQ of 120. The 1","It's about the size of a small car. Yeah. Now, if you can get that down to a point where you can use it as an auxiliary unit. And, you know, you can","there's one thing I don't understand. I'm going to give it a go again, the first time I did this, I couldn't understand how it worked. I thought it wa","the shape of the moon in the night sky, I suppose I'd say that it's a crescent, and that it's looking down on the ground, and then there's a line that","you can't use that for the calculator. That's just too big. I can't think of anything I can put in there. There's the four times table, and there's th","I'm going to move down to Florida, and I'm going to start over, and I was thinking about maybe, like, a two-car garage. I need a garage for the boat, ","and they'll get on a plane to go to Australia and they'll stay for a while. And then they're gonna come back here, and they're gonna give me all their","I'll be a 15 year old man in the future, right? You know, I can't imagine, because I don't really know what's going on... It's kind of scary","what would you do? How do you know? You don't know anything about me. I don't know about the government, about anything. I mean, I'm not a politician ","you can't have the right to... to make this happen. And I don't know where we're going to put it, but... the... the people who are in this room... in ","I'm looking for a place where I can put my stuff so I can make a business out of this, I need to make a business of it, it's not just some hobby. It's","if it's in the closet, I don't know where to put it. What I was thinking is the closet is too small. I need a bigger closet, but how do I get a bigger","and there was a line in the street, a red line on the sidewalk, and we had to use it, the left-hand side of the street, and we couldn't go on the stre","there were two little kids and a mom and a dad, and they were playing on the ground. And the mom was like, 'I need a couple of cups of coffee.' So the","there's a lot of different kinds of food, and it's not really what I'd like to eat. I'd like maybe something like a hot dog, a burger. I like a hotdog","and I wonder if we could, like, have, uh, like, maybe like, like a, like a group of people like, like, uh, you know, like a like a team","I would like to do something that's on my mind. I would like to make a phone call. I have a phone call to make. I guess I'm gonna make it. I don't","and I was watching, I was watching a show on the history channel, and I think it was about the evolution of the word, evolution of the world and I was","I've got a friend who was at the convention. And they're having a party here tomorrow night. I'd like to go to a party. We'd just get to this conventi","And so this is the way we're going to do this: it's like a phone tree. Everybody goes to their own family phone, or to somebody who's going to their o","I've got a great idea. I've got to tell someone about this. I'll tell the kids. I'll just say that I'm trying to find a solution to my problem. I thin","a woman, like a man in a suit, with a suitcase, like in that film... a woman with a suitcase. It's an American movie, but I don't remember the title. ","and so the world would be just a place where things are all the same, and he'd just have to stay and stay and stay until he got old, and then he'd jus","and then we have to make a decision about that. That's why you need a computer in your house, is so you can make decisions. If you don't have a comput","And then he would write that he would be a writer, and then he would think about that, and then it would get to the stage where he would write, 'I wil","I am not a very good talker, I don't like to talk to people, I get nervous, and I don't talk much to people. I feel I get a little uncomfortable when ","And, of course, I think, I know, I'm not sure, I think that, I'm sure I'll think of something, I have to think, and I'm sure that if","and I'm not sure what it would be. It's all so abstract, you know, and I can't see that I really have a concrete thing that I am interested in. But th","and it's a fact that you're a liar. That's a fact. That you're a liar, but a very, very, very good liar. You're a very good liar, very","I don't have time for that. I think I'd better not go into it. I'd rather just stay out of it. You can't beat someone with a shovel, you know, and","there are all kinds of people that have been working with me, and they're all trying to convince me that I'm a good actor and that I'm really good at ","and you're thinking about how you can get a job, or you're just thinking about things that you can do to improve your life. You know, things that will","and we know that's not going to work. We're going to have to, um, and I, and I don't know why we're doing it, but we're doing this and,","you have to remember that there's this thing that we are working with that is the idea of the mind as a computer, you know, the mind as an information","you know the number of possible combinations of words in English, right? It's just an incredibly huge number. It's astronomical, it's... it's huge. Yo","this is what it is, you know. When you're writing, or when you're thinking, when you're listening, you're thinking. So I'm thinking about thinking. I'","And they say that you can get it by doing a lot of math, but if you don't understand the underlying principles you can't do any math at all. It's like","now I'm thinking about my physics homework, and I don't know what it is that I'm doing right and wrong. I think I'm doing it right, I think I am, beca","The other thing that I wonder about is how, if the universe is really so big, so vast that it's impossible for it to be a computer, or a conscious min","there's a number of problems. One of them is that people will talk about something, and then say something about that thing, and then, say something a","and if you take a small piece of land and it has a certain number of square feet on it and you build a house on that land, then that house has to be p","It's a bad idea. It's a very bad idea. The idea of that. That's a very bad thing. It's not good at all. I mean, it's not good to","and the second is the second point where we see an opportunity. What we do is we go to the first point, we go to our first point, and we go to our sec","I'm just gonna go back up here, just to get a picture of the whole situation, and then I can see where I might be able to pick this apart and figure o","[T]his is very much what we have been dealing with in our studies of the past few years...the idea that the body is a sensorimotor system that is able","okay. ...okay, well, let's start with the simple stuff, like the way that we're able to think of the idea of the number five, and what's going on insi","this is what is going to happen in the next few years and months, but what does this mean for what I'm doing now? What is going to come of this? How w","The word 'not' is often used in the opposite of 'and', because it negates the conjunction. The word 'and' is used as a conjunction to bring together e","I would like to say a little bit about my own, um, own life. I have not been in the area very long. Um, in the beginning I had no particular feelings,","so, there are two sides to this argument, one side is that the brain is the instrument of thought, and the other side is that thought is a product of ","you know, there's a kind of 'you' that exists that is different from the self. I mean the self is the thing that has beliefs, the thing that believes ","I know the concept of a computer, it is a machine that calculates and stores information. But there's something about it that is unclear to me, namely","and we want to be able to understand what the universe is made of, what makes up matter, what are the basic forces that are acting, and how those forc","and I think that a big part of the problem is the fact that in order to solve problems you need to be able to look at the problem from all sides and a","we will do something with the people around us, something to affect their lives, to make a difference. We will do something big, something that will a","the brain has evolved from the simplest nervous systems in animals. That is, from the single celled organisms, to the most complex nervous system foun","it's always been very hard for me to be creative, not because of a lack of desire, but because of a great deal of confusion and frustration. The more ","and the right-hand side of the brain has a lot to do with visualization and a lot to do also with intuition and pattern recognition. And so it's very ","what do you want to say? Something is happening, and it has to do with the person in question, that is to say, the person who is at the center of atte","I just realized that my mind works in this way and that I can take advantage of this. I'm just thinking about the idea of having to choose between doi","the one that's not there yet. ... I think, or I know, that we're going to be able to create things that we'll find we can't even understand, that we c","we are the kind of beings that make use of the kind of processes that have evolved, and these processes have evolved so as to be effective, and so we ","so I can't believe it. I don't think I can believe it. So what's my position on the future? Well, I'm still the same, but I think I've gained a","the past. The past is gone. The future is not yet. The present is the now. And so we're in the now. The present tense. And so if we want to change the","the world's a stage, and all the men and women merely players; they have their exits and their entrances, and one man in his time plays many parts, hi","I see a picture of a boy, a big boy, playing on the ground. I don't know whether he is a real boy or whether he is only a symbol in my mind of the big","there is no evidence that I have ever been in the presence of anything like that [the entity that had appeared to him]. It has been very often reporte","Now I am going to write the sum of the series 1+2+3+4+...+999+1000 and see if I can remember it. I suppose","I am 100% certain that when I sleep I am dreaming. But I can not be sure whether I am dreaming while I am awake. It is very probable that I am not dre","if you can, try to get the thought right from the first time you make it, by having a second or even a third opportunity to make it; but if you have n","and they're not, well, the 'they' are the two, not the 'they', are the two and, and that's, that's, um, and the two and that's","I'm not sure. Well, I'm not sure, but I would have thought that this would be a good thing, that a man who has a reputation of being an upright, hones","I had a dream. I dreamed that I was walking down a road. I can't remember which way I was going. I was walking in the direction I thought I ought to b","and so they are more likely to be true, that's why I'm telling you about this, just in case you ever want to find out about this. But what's happening","and the other one is, the one you are thinking about is going to be a person. And I'll do the math and I'll say, yeah, the one is going to do that,","I'm sitting here with my eyes closed. I'm trying to think of what I was saying. I was saying that when you say something, I would say, I have no idea.","and he has to get out of the car. He doesn't like to go to work. It's just a big black thing, with no windows, and it smells of the previous occupant.","And the one thing that we might say is that our lives are on the verge of total collapse. And that, to me, is not a very comfortable thought, and the ","and I see these people I was speaking to earlier. They are in the office and I am talking to them and the conversation is continuing. And they are loo","and I was trying to think about the question of whether or not we were going to be able to move our people into that area. Because, if the government ","it's always interesting to see how we go about finding the information and the facts that we need to make decisions. When I do research, for example, ","so that it would have to have the same kind of effects, which means that it would be a very, very powerful effect on the part of the weapon. And that ","I see a mountain in a valley. It's an outcrop of rock. I think, that's what they call it, a mesa. It's the same as a hill, except a mesa","that's why I've never really felt any need for a self. It's not like, I mean, the problem I have with it is, I'm a scientist, and I think we need","I don't have to do anything. I'm free from responsibility. I don't care about anything. I don't worry about my family or my friends. They're fine. The","It's been a good session, and I think it was good for me to come and get out of this office and have a few minutes to myself and think things out. I d","I am having this weird thought. I was thinking about all these things that were in my head. And I realized that I had been thinking about them in a wa","I think that there's a certain element of what we would consider to be the mind's eye, or the mind's ear, or the like, that we do have a sort of way t","I can see how much people would probably use these tools and think that these are great things that are going to solve all of the problems in society ","[w]hen I go home, I get into the car and it's pretty much a black box. It's kind of like the brain, where you're thinking you're not really conscious ","the moment of conception... a moment of conception of a baby... a moment in time that's like a snapshot... where the cells are differentiated into bra","the idea that I'm a bit like a tree, where the roots are the most basic things you do and you keep getting branches off from those roots. Then when yo","I'm going to start walking here and I'm going to go down to the street, I'm going down to the river, I'm not going to be in the car and I'm not even","[we] have been, at least for me, a constant experience, and it's very interesting to watch what comes. I don't know if this is part of the brainstem. ","so in order to move the two people towards each other, it's necessary to have some sort of information, or to have some knowledge about what the other","and what's going on here, as I'm describing that, is that there are actually two separate systems that are trying to work. The first one is the system","what's the relationship between the way in which the human mind works and the way in which non-human intelligence works? For instance, a computer may ","there's a bunch of them that are saying, 'we've got to make some sort of a decision, we're going to have to take this as an opportunity.' But then the","that was what I was doing. You know, when I'm doing things like that, it's like, that's a piece of paper and I'm doing something with it. I'm using th","there's a certain way in which the act of telling the truth is not as truthful as one might think because the act of telling a truth is, in a sense, t","The problem with being a manager is that you're trying to control a very large number of people. And, you know, they're not stupid, they're very smart","I've been thinking about this a lot in the past couple of years. This is, this is my perspective. My perspective. The idea that all of our knowledge, ","a little bit of thinking, a little bit more thinking and that's the moment when the realization comes that a lot of our knowledge has been put into a ","I'm actually sitting here and thinking that, I'm trying to remember a thing that was in my mind when I first wrote this piece in the fall. I think I c","I have the feeling of walking through a field of light. I'm sitting in a room. It's a room in my mind, a room that's been painted in the last few minu","and when I was little I used to wear the same pants and shirts to school every day and I wore my shoes all the time and so I was always getting smelly","you can do whatever you want, if you want to. You can say whatever you want. I'm not going to tell you what to say. If you want to make a sound, just ","I don't think it's a problem. It's not something that I'm really concerned about. It's just a matter of if I want to change, you know, to the left or ","this is the difference between the present and the past and the future. And I'm saying to myself, I can't see the future, you can't see it because it ","and we'll be leaving in two hours and we don't have to worry about them because I mean, we don't know where they're going. They don't even know where ","this is the second time that I've been here. I don't know how many times I've been, I think I've been twice. This is the second. Well, that's it.","The 529 plan. Oh, yeah. There's another one. There's a whole other one. I'm not sure how I remember that, because I have two or three 5","I was wondering about the meaning of the word 'thorough,' and how we use the word 'thorough' in the past tense and the present tense...And when you sa","I can't really be sure of how many people I know by name. I remember having been in a bar with a guy named Mike and having run into Mike again, and I ","you know, like a lot of the time, when you're writing, like if you're writing a story, you have to like, you know, think about the plot and everything","the world is so big and it's so small. It's so small, yet so big, and I don't know if I've ever really stopped to think about that, you know, like","I remember I have a cat, but it's a cat that I keep in my house. So I'm thinking, I have a house. I'm thinking about, my cat, he's the","I have a very vivid dream that I'm a dog. A golden retriever, and I have a friend that's a greyhound. We have a really fun time together, and we're ju","and you can see in the corner, there's a window and a door. There's a door right here, and it's a door to a room where there's a tree. And there's","And we're having the same problem as last time: we can't get through this because there's too much space. There's not enough space, you know? If we ca","I don't think they've seen it, but I think they could, if they had the opportunity to go up there and see it. I think that's where I'm going to go in ","the main point here is that we've got to make this happen. You know, we don't have much time. We got a long way to go, but we got to make it happen.","we're all looking at the same problem...there's no one, no single person that's responsible for the problem...if we were all working on this...if we'r","we want to look at the effect of a different kind of community. We want to look at a kind of community that has a shared sense of purpose. This is the","I'm trying to write a program. And I have this idea, and it's like this: it's like a process that's not complete. I know it's not complete, but it's","I think that what we want is to come up with a framework for thinking about what we do here, which will help us to figure out what we should do next. ","and you can think that in 48 hours the system of health care, you know, the way health care is managed, which is the way I would like to see it manage","I think that the next step in the evolution of artificial intelligence is going to be the emergence of machines with some kind of consciousness. And t","now we have a problem with the fact that we know, and it is not hard to prove mathematically, that if there is a universe of the kind of size we're ta","well, let me go back to what I was saying about the speed of light. It's important to understand that it's an isotropic speed. It's the same in all di","but I want to say that I think I'm trying to understand, trying to understand the dynamics of a situation where there's a certain type of interaction ","I have to read. It's the same thing. If I have a book and I have to look at the words, then I don't have to do anything. That's the same as,","and I wonder how many people there are in the world, and how much space is needed to accommodate everybody. And that's one of those things I don't kno","[I]t was really, really hot up in the middle of the day, and so there was, as I recall, a big hole in the middle of one of the domes on top","what's in here, what's in here? Well, I think the question is how do you define what is inside this box? So, let's just assume the box is the whole th","I'm trying to think of something I can do with the same idea. I'm not going to be able to use the same idea twice. It's an idea for a little piece of ","I have the feeling I can't move this arm. It's all very well if we do these things consciously. I'd like to do these things on autopilot, but it seems","and I could have a problem if I were to try to find out what is going on here. Well, let's see, the idea that the sun is a star that gives us heat and","It's going to be the last year of my life that I'll be working. I think I'll be in my forties and be retired. I don't know. I don't think I","I remember that time when I was working at the [restaurant] and I was standing there on the counter and the customer asked me to bring him some salt a","And then when we got up to the second level, I noticed the little girl standing there in the middle of the room, and she was... she had a dress on. I ","so it's a way for the heart to communicate with the brain. I mean it's like a two-way street. You can go from your heart to your brain, and from your ","I just have a feeling that my sister is not happy with the way I'm looking after the house. I think she's not happy with me at all. I think it's my fa","And the other person's been looking at me funny all day, and I'm not sure what he thinks of me, he's been looking me funny, but I'm not thinking much ","I'm a student. I've been looking for a place to live in Berlin, so I've been on the Internet quite a lot. I've got a bit of money, and I'm planning","I'm wondering why I have an itch, and then I remember that I've been on this long flight for 11 hours, I think they give you an itchy sweater that the","I've had this problem before... I went to the gym with a friend... he was on crutches from a bad back, and... he's on crutches because... he had a bad","and I have been going through this cycle, my cycle, for three years now, three years. It's been a really good three years, I'm very happy with my care","this is so weird. I mean, I remember being a kid, and there's all the different kinds of people around us, and they all seem to have different persona","I'm getting an image of myself at the end of the session. It's not the end of this session, but it's a session of my life that is now over. So I'm see","I was thinking about a few things. First of all I'm in my apartment and I'm sitting at my computer. I've got this huge project on my desk right now an","I have a son who's in high school, he's 14. I didn't have a lot of experience with teenagers, I didn't know what to expect, what he was going to","I have this dream about the world that I have been in and out of that I have this dream that I have seen the world go through several times and each t","and then I remember the first time I ever heard about this, was at school, when I was younger. And I think my teachers used to talk about this all the","and it's just one of those things. I'm really sorry. You know, it's just. It's just one of them. I just don't understand why it's this way, but","and I'm talking about you, I said, 'It's you, right?'. And she said, 'No, not me, it's this girl', and then I said, I said","you know, it's funny, this whole idea of you going to the house and I going there and we going to a little place and we going there and going to have ","I think we might have a problem here with...with this problem that we have with this, because you see, the problem is that if we don't have this...the","we got this guy, the other guy, and then there was another one, and then we got, we got a third one, and, and, but now it's all, it's all","And now I'm thinking about, you know, I'm thinking maybe we'll have a conference or something for people that want to come in, like people who are not","what do I know? ... I don't know. I don't really know. I mean, I don't know exactly. You know what I mean? ... I really don't know, because","this is a very interesting thing... this is what I'm thinking of... and the interesting thing about the way the mind works is that it works this way..","and the other day I was looking at this picture and I realized that when I was a kid I used to think that it was a sign that if there was a hole in th","And I was sitting down... sitting here... looking out at the field, and then it was so beautiful, the light and the color... and I thought, I'm going ","the moon, it's a yellow ball of light, it's very hard to see. But it's...it's a very soft yellow. It's a very...well it's a very lovely","the things that have happened to me... they were very interesting... very interesting. It was a very pleasant experience... I feel as if I'm standing ","my son. Oh, that's it. My son is going to be eight next week. That's a great thing. He's very pretty and very much loved. He's a very good boy","[The] first time we went to the beach and I remember we got there and I remember I was very tired. I think it was early morning and my father came bac","I was saying that the other day, you know, I said the other day that if you want to go out and do something, you gotta go out and tell people. I don't","this morning I thought, I remember reading about this thing where the person who's running in the race, he's going to start out the race and then he'l","and, then, you know, I started watching this movie on HBO, it's like a kind of a drama, and, and, then, this woman is like, she's married, but","and you know what, the guy at my job has been talking about taking some kind of trip to Italy or something, and it's been a couple of years and I have","It's not a problem. I mean I don't have a problem with it, I know people that like it. I don't think it's a bad thing, you know? I guess it","It's so funny. I've been thinking about this thing on the internet where you can download a copy of The Great Gatsby. I don't think I've ever read it.","I'm going to go to the library and get this book. I haven't done that yet. I'll probably look at it, read it, see how it goes, and I'll decide whether","this is the third day of the week I've been doing this. The last two days I have been doing this thing and I have been making a little bit of progress","I'm actually still kind of sitting on the toilet, in my underwear, because I haven't changed yet, and I've got a meeting at 9, and I don't know if I s"],["I think I don't remember doing that before. I don't know what that is. It's funny. I don't like it. It's a little weird. It's sort of like a","and if you're not there, and I have to go, I don't want to do the wrong thing. You know, like the wrong thing or something. Like, I might say somethin","it's almost like I'm on autopilot, doing things, like going to the store, doing my errands, just kind of getting through the day. It's almost like it'","And so it was that I was in a position in the 1970s, I mean the 70s. I was a graduate student. I had an undergraduate degree in mathematics","I remember the day when I had a job, and I was given a bonus check, which was 300,000 dollars, and I remember that check and it was a really","a whole lot of people that work in the same department, they're all old buddies. They've been friends for a long time. So, they have all these little ","and we're not really doing anything in the world right now, we're not trying to do anything to save the earth, we're just doing our thing and then we ","The way it is right now, if it gets any worse, it could end up being like a full blown pandemic, and that would be really bad. I mean it would be real","I've never seen a spider bite before. I remember, like, when I was, like, a kid and like, we were building a tree house or something and, and this spi","I'm glad I'm not going to college, I just don't think that's going to work. I don't know how to study, but it would be nice if I could do well enough","so we've been doing this for about like 1.5 to 2 years, and now we're getting down to the end of the year. So I think, for me, the last","15,000, 12,000 and then 25,000. It's like there's a lot of stuff in my life that's not","it's been a while since I've done this and I've forgotten some of the concepts that I thought were important, but it seems like we're pretty close, I ","I feel like there's a lot of bad shit on this platform. And I'm really happy with the fact that it's actually... the fact that people are just kind of","I have some thoughts that are just kinda floating around. I was just thinking about my job. I am getting my masters in public health in September. And","I have to keep these two in sync. If I change the one, it should change the other. But I'm not sure if there's a way to do this yet. It seems like the","I can see the idea of the service being that we can look at the data, and then, if they're interested, we can run simulations to get more details. ...","and I was thinking about a project that I did this past summer, where we took some data from an experiment and we're doing some machine learning on it","we've been working on this problem of how to store and manage data for a long time now. It's been a challenge because of the different data types and ","oh yeah, I've got this idea, I'm gonna start using the new version of the framework in the project that I'm working on... yeah, so I was looking at th","and now I have a new idea, so this is a new idea I have that I can use in my work. This is an idea to take an existing one, and then do a lot of","I want to try and make some progress with this paper. So, I've written up a bunch of different, of different examples of different types of queries an","and then you know, I guess I'll look at the options. Like, we'll make a bunch of prototypes, and then we can get back to you, and you can decide which","the thought that I had had this week. This is a bit of a break from work, so I think that I should start with the things I am working on now. I'm work","I am thinking about what it would mean if someone could only be found in a single place, a single point in space. We know that they can be found in mu","the future is a set of actions that the future will be like. The future is a collection of actions and their effects. It's a collection of data, that ","what do you do when you don't know what the goal is, but you want to know what the best possible goal is? It's hard to do. I can do a little bit bette","we are a bunch of young people. We are a bunch. It's like this. We are, you know, young. But we are a little more than young. We have some kind of","I am not going to have to buy anything else, but it's going to be really important, the final thing I'm going to have in mind is that we are going to ","and so that's why I'm interested in the kind of more sophisticated language like this and then, so in this case, it's the kind of problem I have, it's","so you know there's this one thing, this one thing that's important about it is that the problem is that we are trying to go back in time to a very ol","well, if you just take a look at the kind of thinking that we have that goes on in the human brain, this is what it looks like in our own lives and it","I feel like I'm making some sort of progress and I feel like there's a lot of momentum going on. I've got a few things I've learned from previous inte","I've got to... I have to think of a name for the website. ... I've got to come up with a good name for the site that makes it seem like you're in a ce","uh so it was like oh you know, you know, and you can see the work of your life, right, you can see a kind of like a kind of a tree, you know?","and the problem was that I was getting into the weeds, and I didn't know how to get out of the weeds and into the high-level analysis. And it's also a","and then you get the data, right, and then you have to, it's like, you have to make that data mean something. And that's like the big thing. I think f","just because I have a bad experience, just because I make a mistake, I want to blame it on this framework or my knowledge or something, but the realit","and then, I don't know, I feel like it's a waste of time to be talking about these things. It's more valuable for me to take the time and actually und","this is really a lot of work, I would say. I would say that most people could, even if they have a lot of people, if you ask me, I would think it's no","I was in the lab, working on an experiment, and I was running through some code and I was having an error message and I had to find the error, and the","It's been a while, I just did some other work. This is actually an interesting question. The question is, what are some of the features of the model t","I'll have to add something to that. We can do that with the neural network. And so we can add a neural network to this and then we have to try to solv","(thinking) I wonder how this affects the results. And also, the first study didn't have the same issue, so this is a really important change that we s","the ability to implement changes on a global scale, the ability to coordinate these changes with other global systems and processes. It's kind of like","and we'll use that to come up with some good things for the future, and that's the goal. And we'll come up with the idea of a social media platform. A","I'll use this as a way to get me through the rest of the semester. So the next semester, we'll probably have to make some changes to the course and ho","so you can sort of find some information that's relevant, but then you can sort of process it, sort of to a point of making sure that it's reliable an","I'm going to use the fact that we want to minimize the number of 0's and we're going to do that by counting how many 0's we have and trying to make su","you're going to get back in the water. I've been in the water all day, I'm exhausted. I've never been able to go to the gym like this. I could go to","a little bit of the other stuff that's going to be in the background is you know, I need to make sure that my application is ready to be in production","the brain. You know, there was a big study, a big study of brain cancer. I forget the name of it, but there was a study of brain cancer and what it af","so that's why I had a question about the NMR [nuclear magnetic resonance imaging] data. I don't know if you've seen this before, but if you look at th","my friend's wife and daughter. I think that is how we are doing, so she will know if it is an urgent matter, you know, she can see how the family's do","okay. So, what I'm going to do is I'm going to create a very small program to solve a problem and I'm going to take what we call the unit of time, whi","And then he's a little bit more of a boss than I am, so he gets to have like more of like the authority. And then we'll just make the budget. And so t","yeah, and it's a problem where the where the where you've got like a company that's a big company and they they they'll buy a bunch of smaller compani","I think one of the biggest issues with AI is that, there's this thing called the singularity where it's like, basically, it's going to be able to, at ","I'm trying to get this code out of my brain to a computer. So we have a bunch of sensors that measure the activity of the brain, and we want to get it","I remember in 2001, I was on the day of the first day of the year. And I was at work, and I was like, wow, I'm 30","I think of the world as a great big box of information, and the whole idea of machine learning is to try and model that information, and we use this d","I'll get back to the question of how does the brain think. There are two ways of doing this. There's a functional way which is saying how does the hum","And now I'm getting a little tired, I think that the whole idea of the model is to create an objective, I guess the first objective of a model, of any","So there was this little story I read a long time ago, it was like 20 years ago, I can't remember what it was called. It was about this guy and he had","my hands and the computer and how well do they work together, I mean, does the computer recognize the language of the brain? I think the answer is yes","The idea is that in order for us to understand how something works, we have to know what it's doing at each step. If you can go through the sequence o","so you're going to have a list of... of keywords and then you're going to look up each keyword. And you're going to get back a list of documents. And ","the 83,000 words, the 87,000 lines of code that go into the most popular open-source C library on the planet, which is glibc,","So you want to see a movie. So I got this thing, my, my, like the, the, the computer, and you can see it on the computer. So what it does is","the other one is going to be in the middle of a very cold, wet, storm, it's going to be the middle of the night, and it's going to have a lot of data","I have to get this done tonight, but I'm just not sure about the exact date. I'm going to try to put it together over the course of the next two days.","I'm thinking that you're saying, that, like, that's the whole thing, right? So we have to go back and redo it, right, because this, we did this, it","yeah, I was working on an app in the past for a lot of the same stuff, so we tried to build that out and we made a couple different versions of the ap","uh, you know, uh, it's, it's not going to be that I'm going to say I've seen this and, and, and if it's not, it's going to","The two are just not compatible. It's really a challenge that we need to come up with, but then we can't have a robot that's going to do the heavy lif","I'm talking about this thing, how to model, and I'm doing this to get the idea of what is a good model, but I think maybe it's just a big file system,","Okay, so I'm going to continue that, but what is the issue that I'm trying to solve for here? ... So this is the issue. So I want to understand how to","the first thing I thought about was how many people on Earth are suffering from something, and we are in this system that has a bunch of people who ar","[w]ell, I think you know, if you're interested in climate change, I think, that's probably the most important problem that we're facing. And the way t","my mother has just gone out. She's leaving to go to work. I think that's a good idea, because she has to go out to work and we have to have a better u","[We have] the question, and there is the answer, the question, and the answer, and there's a lot of content in between. The question, 'Why do we do th","I've had a great experience, having my brain scan, but it was a very expensive and stressful experience for me. I'm concerned about other people getti","I can't remember the last time I actually had a good conversation with anyone, because I don't see a lot of people I can just have a conversation with","I was listening to the lecture on a particular issue. I remember I was thinking about how we get a particular type of problem with certain kinds of ma","that's why we're having this meeting. We're talking about this as a team. If I just sent out a message, it would be difficult for people to understand","a few hours ago I was thinking about that one time that my brother and I were running down the stairs in the building, and we were being chased by a f","I think it would be interesting if we could, if we could do some experiments on this, but I'm not sure that would be the most optimal, because I think","I know that the product will be the same product in the same country and they will have the same customer base. So, that's a good thing, right? For th","I'm thinking about this issue with the government that was in the last round, that if I have to do an agreement with the government and I have a signi","The main thing that was very helpful is that we were able to really identify, very clearly, where there was a discrepancy in the way in which the work","And I'm not saying that all of these things are equal, right? The data are going to come back in different ways. You don't know how the data are going","So you see that the real issue, if you want to make a case for this, is to say what is the minimum amount of information that an agent needs in order ","this is really important. You know, I just heard about it on the news, but I've been thinking about it for a while. So you're all looking at this prob","I'm sure that you're thinking of how much I have been doing the last few months, and how much I am going to do the next few months. I've got a lot of ","so I'm not sure what's going on. But, uh, it seems like there's a lot of uncertainty and a lot of concerns, and it seems like the way to really get to","And I can't do that because I have to come here and I have to do the presentation for the entire faculty of medicine. So, I have to think of something","I have to do a lot of things in the near future. There are things that I have to deliver in terms of the training. I have to get an exit interview don","And, then, I was wondering about the world, you know, we are trying to build a world, and we are trying to create a world and we are struggling with a","I just think, so it's a kind of a visual picture of, you know, a, a kind of an illustration of the, the, the idea behind the program and then the, the","what does it look like, that's a good question, yeah, so, what do you think about how are we going to approach these cases, it's, it's a really big pr","So, we talked about what's wrong with the economy. We said the economy is bad and that there is a problem and that the problem is that the government ","The only way to win a war is to make it clear that your side is willing to go to war, because if they don't know that you're willing to go to war then","we'll have to, um, we have to really really sort out the, um, the process here of getting a lot of new money into the system so that people have the a","so I'm not sure it's a good idea to be playing with this idea of getting a lot of our tech off of the cloud. I think we've done a lot of that, that's","you can have a good experience. In the case where I think about the weather, I can do it to have a good weather for my trip. But it's a good thing. It","[the idea of] what I'd like to do for the next ten years. And then there's a whole bunch of things. I've got a couple of things on the back burner tha","I'm thinking about, I'm thinking, I'm writing a paper that's due tomorrow about, about the history of the first public, public, public policy initiati","yeah, right. So I'm sitting in the middle of the day in the office. And I've got the computer. I'm not sure what I'm going to be doing today. I'm","[w]hich is just not what I'm looking for, right? And I'm like, okay, I got to try and get my hands on some data on how, you know,","we're not doing it, because we think it's important to have a place in the organization and we don't want to be in the organization, so it's like, it'","you can actually kind of look at the results of that and say, well, you know, there was a problem there. The fact that they had this big project that ","so it's kind of a multi-step process, where you have a number of different agents and each one of those agents has its own way of working and its own ","the same problem of the middle term, because we have these different approaches that we've been looking at, the more you use the approaches and the mo","it's important to get a sense of the different ways of doing things. We've got a bunch of different ways of getting people to think, and we want to kn","the way I see it is, there's no way you can tell what the true potential for that person is just from looking at their history. If you look at what ha","And it's sort of like a political experiment. And one of the things that I think you see is, like, what is a democracy? The way that the democratic pr","I'm not really sure how you do this, so I've decided to do the opposite, I've decided not to make any plans and just have a vague idea of what I want ","I guess I'm in a pretty good mental space. I think I have some very good ideas that I have been working on for a long time. It's not like I'm getting ","you know what's interesting is you know, this idea of you know, it's a very new idea of of how much of the human brain is actually engaged in the crea","I can't do this right now, it's too much for me. It's like, I can't go into a new place. I can't build up trust in any kind of new thing","okay. so... what's next? We've got a couple of the basic rules here. We have to have a data source, we have to have an analysis and we have to... I'm","it's just like that. You know, like, you think about something, like, and you like, and then you want to do something about it, and you don't know how","you know I think you know, like, the second hand. Right. The second hand on the clock. And I think there's a, a time right, like, when it's like,","I'm trying to figure out how to do this. I don't know what it is that I'm trying, but I'm trying to understand how I should be doing it. I guess I cou","I'm trying to think about a random topic... I guess what I'd like to say is, I'm thinking about this issue of like how you know, the different ways th","it's a good idea, because you could think about it in the back of your mind while you're going through your day and you're doing other things and you ","and then, I remember when we were in our, I was in my undergrad computer science, and, and the first year of computer science is all about, well, writ","and so I had a question. I was a question, but I was an academic question. I wasn't a philosophical question. I'd asked like a lot of questions in sch","so I just looked at my phone, and then I was just kind of like, 'Hey, I wonder how that's going to go.' So I was just thinking about, you know, like","we have a set of problems. We have a set of five problems and there's one that has the most like the most like complexity of them. So we have five pro","oh I wonder if we could do this and it's a pretty long session but I'll say it's 40 minutes long but it's not the time but I think the time is like","and then we're going to see the next slide and that's going to be the first part of the work we're going to do. Okay, so the next slide is this. This ","and then I thought about a 50/50 split. You could say that this is a 50% split on the 3D printer because the 3D print is in","it's actually very hard to come up with good questions. Because you have to think about like, what's going to be the best way to answer the questions ","uh... so... uh... and then the, uh... the thing is... um... and then you know, you... you... uh... then you... uh then you... well, it depends","I mean, it's the same as, it's like a... like a computer, right? You know, I don't know, I'm going to say a computer, like a computer with","a new idea came to mind that the surface of the water would be perfectly flat. The reason why it would be flat is because it's like the water would ha","like what, I guess, like like, like, like a like a like, like like like a like an, oh, I mean like, like an array of like, like numbers that are","I got a feeling of a real big problem. I was on the couch and I'm not quite sure what I was on. And then there were a lot of thoughts about the world ","what do you mean by that? I don't know, that's one of those things. I can't say like I can't really describe what it would be like. But like, you know","and that's what I'm saying is that if you are a human being and you do not believe in God then you are a child of God, and I don't know how to describ","we need to learn some kind of a metric that will allow us to quantify the quality of an experience that we have that we're getting from an AI system, ","and there's the... there's the.... there's the there's a line in a line in the code that says if a condition is met then run a specific process and if","I am not going to be here, and I have not seen him for a long time. So I think I would want to update his status in the next, update his status on his","I am... I am thinking... about my future... I have to go back... to the school... because it is the future of the school, it is a very important proje","the future, for example, is hard, is hard to think about. So the future is hard, I think. In fact, it is hard to know what to do with the future. We","I remember the day I met my first friend who later became my friend. I remember going to the park to meet someone. I remember the first time I saw her","123123. I like to think of my mind as a kind of matrix or matrix with one dimension. I will not say that I have a matrix, because my mind is","so what is the question? Oh, is this just a linear? Okay, this is a linear system. Oh, the question is what is a linear transformation? So a linear tr","so the way we can measure it is by the number of different states that you go through... and that's the way that the information is. Information is...","I have this feeling, this feeling... it's a feeling, it's a physical feeling, that's what we call it, that you are not here. There's a feeling that yo","now I think I want to learn how to code an agent for an agent. I can do that. I have a list of things to do. I need to make it look like a neural netw","so, my goal is to build a quantum computing architecture. The only way I know to build a quantum computer is using a circuit of qubits, and I know tha","Okay, let's say you want to build a 2D image of a city. It's 100 km square. You want to build a grid of 1 km squares, and","so, when the product is in a warehouse, or on a truck or whatever, I'm going to have to make a decision about whether it should go to the warehouse or","we can't forget that the universe is expanding at an accelerated rate ... it is, it is accelerating the expansion, it is, well, the expansion is alrea","the solution of a problem in combinatorics: ... in a particular kind of graph, which we're not going to write down here, the number of edges is one-th","uh oh I mean I'll be a year old. And the 3rd, the second year that the third year it's 30% of the second year, which is 0.","I've always known about the stars, but I'm not very good at understanding the math of the stars. I've always been afraid of the dark, so when I was 10","... ... and then you have to see where it goes, and then you go from there. And you have to, you have to not make a mistake with your hands. And you d","yeah, that's what I was going to do. I was going to figure out the different types of different numbers that come out of a, a combination of different","I mean, that's a lot of stuff, is what's really, is what really bothers me, is like, is like you can get into the quantum mechanics, you can get the t","and the way it is going right now is, I've got a couple of things to do, and I've got this new app, and I was like, man, this is a really good","this is the first thing. This is the first question. Why can't I do that. Well, this is a question. It's not a statement. Why can you do that, you can","but I feel like maybe there's some way to get the word out that, like, the real problem with this is not that you're making too much money, right? Lik","Oh, yeah, that's right. You're a machine. Right? You're a machine that we've built. So we're making a machine and it's going to do some work for us","well I've been working on this and I think I can improve my performance a little bit better. So the question is, how do I know how much I'm improving,","I was going to say, that you know, that this is a pretty important part, and you have to think about, you know, this is going to be a pretty big part.","a problem I'm working on is called the 50-50 problem, where you have a 50:50 chance of going from one state to another, and it's like","Now you can say a couple of sentences. Now let me do a couple of things. I've got a list of all the possible combinations that are available to me, wh","now, what I'm thinking about is the following: a graph, which is the same graph but instead of one axis, let's say, there's one axis, the x-axis, we'r","and we've got some sort of a weird, kind of a weird system in here, where the end of the path, and I can't see it yet. It's just the start. I","I'll make it work out. I'll make it... work out. Oh, I'm going to take a trip. I'm going to fly, and then I'm going to get on a","the car's accelerating and I'm thinking, 'this is not a good thing', and it's accelerating. I'm thinking it's a good thing. And I'm looking down and I","And so that's what you did in the past. And it was actually the same thing that happened, that was happening. So, the whole thing, the whole process, ","And I've got to go to my next lecture and I have to write up my homework for my next lecture. So I'm like, I've got two weeks to do my homework. So,","and I have this thing that is like an identity, I've had it for a while and I've had this thing in my mind and it's been, it's been on and off a littl","... and so the problem I'm having is that we've been working with these these 100 questions. And we've been using these 100 question templates for the","the other thing that I noticed today is the fact that I didn't realize that I was reading the whole paragraph before I reached the end of the page, wh","I've been doing this, just this for the past, three, four years. I've been trying to do this for three, four years now. So I think, I think it's,","I think that there are lots of reasons to try and get back to a state where we were more in touch with our brains, and to just be more aware of what's","it's really hard for me to focus on a task, you know, but it's like it's something that's been kind of ingrained in me. And I know that this is what I","it's like a big file or whatever. I know that. So, that's another thing that I've been thinking about for a while, is like how can I work better? You ","So I've had this thought that it's a funny way to say that there are two people on a plane, one who's there and one who's not on the plane. And the re","and, I suppose, you know that, and I've read, there's, there's a lot of... there's a really interesting paper from... I think it was in 201","this is my dad, you know, a lot of this is going to be on the back of a computer, but I was thinking that I probably won't have much time to actually ","yeah, it's actually really nice actually, um, um, in a way that it's, it's not so much of a pain that you're going to see that much stuff in the futur","I am doing this and I am going to be like the top of the class, like top of the department, and it's going to be all these like really big numbers. Yo","the same thing, that's what it is, and that's the main issue, is that you can't do that, you have to, you can't just like, oh, you know,","the idea of a random walk is interesting because...I have a little more of an idea of what a random walk might look like...I'm kind of thinking, I hav","it's all the way around the circle, right? Like, you're taking a walk, and you're just walking around the circle. It's all the same, you're just chang","my mouth is dry because it's so humid and it's hot and I'm feeling really hot so I'm starting to sweat and I don't have a lot of water. I'm not feelin","it's... it's very... it's a very big thing. So the idea is you're not really... you're not a being. You're not a... I mean, it's like","I don't know. I don't remember the last time. I was in college. I think I was in college in high school. I don't think I was even in college yet. I","and I guess the first one, I guess, like, when I was first in college and, like, was trying to figure out my life, my major, and like I knew that I wa","I think my thinking is kind of like this, there are lots of little streams that are flowing. And so they're just sort of the big idea is all in one di","the fact that if you have a large, heavy, slow object that you could also accelerate it up to a high speed, but if you're talking about a really tiny,","and we could also put the sound in the background so that when you were walking down the street it was like you were listening to music or something..","... I have a son and a daughter and the daughter is currently 31 and has an engineering background, and the son is currently 24 and has an environment","the best way to do this would be to use a kind of [algebraic] matrix. ... you have a bunch of vectors and you can create a matrix and then you can do ","it is like an algorithm in the brain...when I see a face and the face changes, the brain has a memory of a face and I recognize this face...I can thin","And now I'm going to change the shape of the triangle a bit by adding a node, and that's what I'll do right now. I'm going to add an extra node betwee","now we're getting to the end of it. I wonder what the next time we'll be discussing is. I mean, the last time we discussed it was, I think, the way th","yeah, there's this question. You know, is the concept of the universal wave function actually physically meaningful? Yeah, I mean, this is an old ques","I was wondering what would happen if I changed this equation? (referring to the equation of the first question) and put that on top of it. I would cha","the rest of the day, the rest of the week, the rest of my life will be like this. It will be like that. And the fact that I know what will happen, wha","And if you had a choice of not having sex with anybody ever in your life, what would be the consequences? Well, there's a big difference. I think it i","I think that's one of the reasons why people who are depressed don't have energy to go out and do things. And that's really interesting because you kn","and I can't go on like this because I'm in pain all the time, and I'm going to die. I can't live like this, and I don't know how to get out","it's like the most horrible, awful thing ever happened in my life, it's not even funny, like, I don't know what it's like to have the ability to see t","it is just like this... I cannot see anything, I don't see any words, I don't even hear anything... I don't hear anything, and it's so frightening... ","a woman and a man were looking at each other, and they were having a conversation about it, and the woman was saying, 'I don't know what you are talki","the song and the verse, the words, they're so...I can't put my finger on it, but they are, they're like a little bit out of time, like they are,","I'm thinking about my dream last night where I was a ghost, and it was in the dark, and my arms were frozen and I was sitting on the sofa, and there w","I'm thinking of something, something to do with a horse or maybe a cat or maybe a dog. There's a dog on a horse, and there's a girl in a dress with a ","and then there's the one I know she's waiting for, that's my first child... it's like I'm a kid again and I'm asking for the first time to touch her..","I'm sorry, I don't want to be on the phone with you anymore... It's your fault anyway, you know? I had it all worked out, I was going to be here,","the big one is coming tomorrow. So we're gonna be around for it, you know what I mean? [M]aybe the best time to go to the big one would be tomorrow. [","and, you know, there were a lot of people coming into the country, you know. That's why we had to have all this stuff going on. So they were going to ","and she said, 'Well, I guess you're gonna be a teacher now.' And I said, 'Yes I am.' I guess I got a little sad at that point, but then she","I guess you're right about that, yeah. So what you're saying is that we're really the only thing on the planet, that's not in a perpetual state of sel","and it's like a long time ago that I was a teenager and I was working in the local store in the neighborhood where I live now. That was a huge part of","the fact that this is not a state of mind where it's just, like, an open, kind of, like, open-ended, free-form, whatever you want to write or draw or,","and I'm not sure I would be comfortable with that either...and I'm thinking about the idea of just going to a big city and moving there and seeing if ","there's an old saying, I'm trying to remember what it was, something about the four cardinal directions, which one is the north and which one is south","I have two daughters. I've been on the road with them since last September. I have been going around with them on the road and they're now in college.","there's an image of a guy. Like this guy over here is standing with this other guy. And then this guy's just like, oh, my god. And then he's just like","it was the kind of thing that my mother would say to me when I was a little kid, right, because we were always talking about how in school we're alway","I was thinking about what I have been doing today. I have been writing a paper. I was thinking today about that paper. I've been having a hard time wr","and the other one's gonna be a little bit more. They're both going to be like, one of the others is going to be a little more dramatic than the other ","what I want to know is why they [the people who invented the language] went through the process of building the language. Like, they could have just h","I'm not really interested in any of that. I'm just trying to do the best I can to be of some benefit to the team. I don't want to be a bottleneck. I w","I see a little bit of a brown-haired kid, in a uniform, with a little backpack, walking around, in a fairly well-lit room. He's not the main focus, he","[I'm] making a list of all the different ways that I could make a good salad. I'm thinking about all the different vegetables I could use to put in my","uh, you know, it's a good thing that the students have to study a lot because that's the way they get their grades, you know. But if they don't study ","and this was going to be the first of our children, and then we're going to have a second child and a third and so on and so forth and then we had to ","it's been really nice this year. We were out of town for a month. Then we were home for two and a half months. We were really good at it. It was just ","I think we should have a three day holiday this year. It's been three years and a half. And I think we should go to the beach. And we can rent a house","so that's my thing. I'm going to do an exercise tomorrow morning, and we're going to be doing it on Sunday. And I'm going to tell the kids that it's g","the next year... and then, of course, the first one, and then it was all over for the fall semester, and I started a whole new semester, which was goo","and I'm going to go home and put some clothes in the washer and go to sleep, and then I'll be able to wake up and get on a plane in the morning. And I","and then it was time to go to bed and I had the last class at three thirty and then I had to go home and I was going to have a job on the weekend and ","and then I thought about something else... and it's like I don't know why it's like that, and it's just like it's like, you know, a daydream or someth","I mean I guess my husband's getting more and more sick all the time and I know, I've heard there's, there's a new treatment for that, you know, that t","So my roommate is staying at my place today because she's moving in, so I'm cleaning up and getting the things that she's bringing in and putting them","you know, you get up early, right? I usually get up like five o'clock. It's hard to sleep. I'm like, I don't know, I'm just like a little","I mean, I'm going to try to go to a museum. I have this friend in Seattle that's going to the Northwest Museum of Natural History, and so I'm like, we","I think I've been listening to a lot of classical music, that's what I'm listening to right now. That's a lot better than pop music, and I listen to a","I was thinking about the other day I was in the car and the guy in front of me pulled over, and he had a baby and a stroller. And he just stopped the ","okay, I'll be there in a little bit. So my morning's kind of been going. I woke up pretty late, like I do every day. I'll be pretty late to my classes","you know what, I don't know, I don't want to do this, this, but it's a nice way to wind up the week, I guess. Oh, yeah, we got","I've been trying to think of something to say to my boss about today's meeting. It was supposed to be an important meeting and it was just an all day ","I was thinking about my first year at Columbia...I remember thinking that I had made a good choice. I wasn't in a major rush to get out there. I wasn'","I have a student coming on Monday morning. I haven't really been working on the problems that he's doing. So I'm trying to do this. He's a freshman. H","we've got to do something about this, because I'm so sick of this, but you know, this is the second time in the last few days that we've had this, so ","The difference in the way things are handled at the Pentagon, now, is that there's a little bit more of a bureaucratic process. Now, the way the Penta","I think it's a good idea to get a new phone. I had my old phone for eight or nine years. My old phone, I can remember, I have been using it for eight ","there's some research that says that if you go on a diet for a long period of time, it's better to do it in the summer. That's been in the news a lot.","my father was a doctor, a heart surgeon. ...he was a heart surgeon in the 60s. And he had a lot of the same things that I have, that I've had","a kind of a chinchilla I suppose that I have, that I bought when I was 14 and I haven't been able to get rid of it since. It's been very important","[I]n my job I have to make sure that the people who use our software, I mean that you can't really go wrong, there's only so far that you can go. ...","and when I go to my doctor, it's an appointment, but it's not really an appointment because I can't make the appointment because the doctor has to be ","I'm a person who wants to be a person who has a good, normal life, which is what I wanted from the beginning. The problem is I had a bad relationship ","and I really feel bad about the fact that I've lost a lot of weight, and I don't know if I'll be able to find the right treatment. I think I've been g","the thought comes up, and it's a thought that has a lot of impact on what my day will be like, what my week will be like. It's the same thought every ","I have a list of things I need to do on this project. One of the things I need is to send out a survey. That will give me a good idea of what people w","it's been a good week so far. The week I've had. It's been very busy. I've been doing a lot of work with the hospital. So, the first two weeks were","the other day I was talking to this woman at work and she was saying that her husband is in a new business with him and they've been at this for a cou","this is what I'm working on right now. I'm trying to think of the best way to do this. So we're looking at the way that the staff is going to be engag","okay. So, you know, when I get to the place, it's a little different. There's a lot of new stuff in the new building, that I want to do a lot of","And then the next morning, we have a meeting with the vice president of research and development, so we're going to talk to him. And I was talking abo","And, well, I guess I'm not going to talk about that at this point, just the research project, and the other things we've done. I'm pretty comfortable,","so it's got to do with that whole thing of, you know, what's going to happen in 20 years? Where are we going to be in 25 years? Where is","what I think it is is that we have a very sophisticated society that is very good at supporting these people's interests, but it's also very good at k","I'd really like to go back to my old job, which is running a retail store. I could probably make the same money, or a little less money, but that woul","and that's one thing that, that we, we have a lot of trouble with. The people that are on welfare, we don't know how much of it is because they're act","it's like if you had a sort of mental model of how things go and that's how things go, and then you would have an event come along that was inconsiste","so we get the problem of being able to say yes, no, but, or, and, or, or, then we get into the problem of the problem of getting, say yes, which","I have an interesting experience with that, and that is that I often when I'm very much in a rush, you know, I'm trying to figure out this thing, I'm ","I was just thinking that we can't just say, we can't always just say that all the evidence for a certain conclusion has been produced, because the onl","and that's how we've been going, this year, with a couple of children who are having a hard time with this, and I think that's the right place to stop","I guess it's one of the reasons that people look at things and just don't like the color, or they think that color is kind of bad for them. And it's i","the day's just over, you know, so...you've got the night ahead of you, and you could just work through it. I mean, that's always my philosophy, is, if","and so you know, and I'm going to tell you this, this is just one way of thinking about it, I guess. But, but you know, the problem is, as I'm","the same people, I think, are still going to be, you know, like, we'll still have some, you know. Maybe we'll have more than we do now, but I think","And that's a bit of an issue, isn't it? I mean, the fact that we have to have, you know, a government that's a large government that has a large amoun","there's something else. You know, the other night I was reading about the economy and things and I remember reading about something that had to do wit","[I]t's just, you know, the old story of, like, the one I read, or whatever, and, you know, this person, you know, makes a decision,","I mean, there is a lot of science in this stuff, you know, there's a lot of math, I mean, a lot of...a lot of math and science involved in these thing","and so I'm just sitting here with this, this, the word 'strategic', and so, there are, there are lots of different approaches to, to strategic thinkin","so then, what is a normal person? What is a normal child, what is normal for an adult, a teenager, etc? We're all different, but how do we decide that","it's like this, in the last ten or fifteen minutes or so, I've been thinking about this a little bit more. What was the question? What is the nature o","and it was quite interesting, because as I was saying about the example I just mentioned, the first thing that came to mind was the notion that it was","and I'm trying to think what it was that I wrote before. It was this: that if you take an individual who's a very happy individual, and you put him in","It's an important issue for me as a researcher. There is some kind of a need for me to do research. I need to get involved in it, to get my hands dirt","I can't find the file. Oh, the file! I want to get a file of the main features of the project. But it doesn't appear to exist. Well, I suppose I can","[it was] in the book about the 2nd half of the 20th century, which was called...? I don't know what it's called. It was a book about","I can't do that. You're trying to have your cake and eat it too. You're saying that if you want to have a system of private property, you should be ab","I'm not a good thinker. I have a great deal of difficulty in thinking of new ideas. The ones I think of, I have to come back to them a dozen times bef","the number 5 ...isn't the right answer because 25 is 5 to the 2nd power, so you've got 5 times 5 to get the answer to this","and there are more like that... the last thing is that we can make a list of all the things that we've done or thought of that could help to understan","and that's how I get out of bed, that's how it works, you know. It's the same thing as walking. You go forward one step at a time and the rest happens","and I think that there's a certain kind of person, people who are, you know, who are just kind of naturally, you know, just naturally intelligent in t","the first one I did was one of these three problems: 75 over 110 equals what? And you want to know how much that is? How do you solve that? That","and then there was a little girl there, she had on a hat, it was a green hat with a pink brim and she was just so much smaller and more delicate and s","and there are 12 months in a year and each month has 30 days, so 12 times 30 would be 360, but wait a minute.","and I'm wondering about all these things and what you could say about all of these things, how they are connected to each other or not. But I'm still ","the eye. And I see a little, but it's really a lot of dots, and each dot is a little different from the other. It's all kind of like a little white do","I am a computer programmer and have been for quite a while...I have been on a computer for a very long time, and I have to think that my brain is a ve","we've got to get this thing up. We've got to, uh, make a big one. Uh, I don't know how to get it up, but we've got it in the","I can't remember what I've been doing here. It's like this. I've been here for 30 minutes, so it's not like I've been standing around for 30","well, I guess I have this job. I could go get a job and work. But I'm not sure what the point would be. It's not like I'm going to be able to","So, I think I would have a lot to do with the car. I think I'd be a car. I mean, I'd be like a car. Not a car in terms of like","if we could use the air and use the space for a new city, it could be a city of, of people, and you know, or a city that would be of...of people and","you can be really sad and you're going to the funeral and you can be quite happy, and you can see yourself as an elderly person and you're happy becau","I'm glad I'm not a writer, I like to write but I'm not very good. I can't spell. I don't think I have a good vocabulary. I have to look up","I'm on vacation. It's like two years ago. It's an island. It's in the South Pacific. I'm going on vacation. We're going on vacation to Tahiti. We","I remember walking through the city center of Sverdlovsk when I was a child, it's like this - it's all like a big park - and there's this little squar","that's a good point. ...the other day, I saw this on the TV, I think it was on the Food Network, and they had this big container full of eggs and they","and you're all on the ground, so you're all just on the ground... and it's... and it looks like a giant, like a huge, like a giant ball of earth. So","I know you have to go to your next class, but you know what's funny? I'm really kind of excited that I have to go and I know, I know, you're like,","a dog. Oh, yes. That was my favorite movie. You remember that movie. Okay, now I'm just going to tell you about it, because you didn't see it. Okay.","and this is my next assignment. I'm going to write about the top of the building, the top of building, the next building, and the next building. That'","this is a real thought I'm having right now. It's about the things that I've written about, and you know the little idea I had at the beginning of the","and then you get a certain number, 16, and then you add one, which is 17. So it's 16 and 17, and then if you add","it's very difficult for me to know where to start. It's like, what was it that I was doing, I was trying to figure out, how does a cat... what's the a","I don't know, I wonder how it works. The thing about the train is that it goes by all the time. I'm not sure where it goes to, or how long it goes for","the blue color of the sky. The sky is blue. Because it is made of nitrogen. Nitrogen is blue. It is blue because of the way it absorbs. I'm not sure, ","I have a thought about how the weather is now. I don't know. Well, it's not very nice. It's cloudy, and it's going to rain. I don't want to","and I see a house out there on the street. It's like a house with a little porch and a little fence. And the fence's not green. And there's a fence ar","I'm thinking about this picture that's in the book, this one we looked at together the other day that was on the front cover of the book, a girl and a","the number 17, I've got to go to the 17th floor, the 11th floor, 18th floor, and then I've got to go up","I have the feeling I'm on the wrong track. I should have said, 'I am thinking of going down to the town hall. I am thinking of having a drink, I am th","I don't know why I'm here. This is quite an interesting room. I'm sitting here. This room is full of books. There are books on the ceiling. There are ","I would go, I'm not sure. I'm going to see them in a minute. I'll get there as soon as I can. I have to make the call. Oh, I think","I'm not sure that I believe it [a car coming up the drive] - I could see it from the window, but I didn't really think it was here. I think there must","it's a bit cold in here. I don't know if the windows are open or not. Well I don't suppose the windows are opened, as I don't see any breeze, but it","a guy at school once said to me that he'd seen the whole school line up to the fence and had seen people making love inside. I'm not sure he meant the","I have a meeting at 4. I think they're going to be on the phone most of it. That's okay. They're at the office now, I don't think they'll be","the other day we were in the gym and I was running. I was just running and the sun was shining and I was thinking, you know, it's so nice to have a jo","and then I went to a church and the service was pretty good. It was a little small, so it was pretty quiet and all the pews were full. There was a lot","and a little later I'll be having a meeting with the committee and I'll be there about five o'clock. I've been here before so that's why I'm not going","and I wonder what you're thinking about... what's going on in your mind right now... are you thinking about anything? Nothing... oh my goodness, oh my","I was thinking that it's a funny thing you say because it's a true thing to say, but it's a real funny thing to say because it's the sort of thing you","I'll see my sister and mother this weekend, and I was wondering how we are doing, because she's been sick. My sister is a nurse, and so I don't know w","and that's not a bad idea. I need to remember to get those before I leave. Okay, now, so now we're talking about the system. Okay, well, how many peop","the problem with that was, I didn't know how much I could trust the man, and, you know, the thing that was bothering me is that we're not supposed to ","I'll see what they say. I'll see if they say anything. I mean, there's nothing really wrong with it. It's not that big an issue, but... you know, they","you know what? I can't believe what's going on. I mean, I don't even believe this. It's all going on. It's a mess. I can't control anything anymore","and it's the same for the people, and we're all kind of a little bit like a little bit of a failure and you know, it's just like, like, it's the whole","the other day I was in a restaurant in...a restaurant in Japan...and I think they had this one type of Japanese food...it's like a very thick kind of ","and then I think there's a little thing on the screen... you know, like... a little arrow like pointing to the place where something is happening. And","you know, I think it would be fun to have an interactive map, because then you can go to a place and it's like, it's just the place you want, you know","uh, I've been reading this book, it's this whole thing about, um, the whole thing about a world where everyone is born with some kind of super power, ","but I've just realized that the reason the whole thing is so cool is because the people who are working on it are actually... like I said before, they","and the other day I was just sitting and playing guitar and just being like, 'oh, this song is a lot of fun to play, so I'm gonna try to write a song ","that's where I want to start. So you have this idea of a light in the middle of a forest, and this light is slowly shining down and revealing the tree","and I've had this experience, a few times, and it was kind of a pleasant experience, in that it made me feel like I had a higher self, and that it was","so I'm thinking, 'OK, well I guess I need to work on my bodyweight to get myself into shape.' I guess I've kind of lost that muscle tone in my stomach","[g]etting some kind of... yeah... not getting a good sleep right now. I just woke up... I don't think I'm going to... I think I'm just going to...","and you're looking at your cat, and the cat is looking at the cat, and it's just staring at the cat. And then you're thinking that that cat is really ","I feel like I need a drink right now. No, I feel like I'm gonna need a drink. I know I've got a problem, and I think I'm gonna have to go to","my first name is Cee Cee, and I'm 42, and I have a dog that I've had for over two years, and we live in a house on a hill in","the last one was this whole, whole, whole thing about this guy who had a crush on me, and he was a whole thing about how I would be just so sad if he ","I was talking about the whole thing with the woman who was like, 'I just can't believe you did that' and I was like, what, and I was just like, well, ","[w]e were just talking about the car, and you know, we're going to have a lot of things to do to get it ready for the day we're going. And, I","I just had an idea. I wonder if I could get the picture that we have in the gallery to go to the library. There's a bunch of people who are interested","a lot of people think that they should have done a lot of things that they did not do...the difference between them and me is that I am not concerned ","I'm trying to figure out what happened at the dinner party, the one at the beginning of the story, and I'm thinking about what was the last thing we t","I've had to try to pick up on the general sense of things and do more of my own thinking. ...I think it's the only way. I guess I'm not one who can be","And now we can take a look at the different ways in which we might apply that. We've got two ways of thinking about it. One is just as you said, that ","there's an interesting article in the New York Times about the future of computing, the way in which, in the 1970s, the development of the microchip s","[a]ll of this is very interesting. There are many kinds of problems, the whole issue of the structure of the mind, the whole question of what are the ","And that was how the first computer came out in the United States, out of the hands of mathematicians who needed a machine to solve certain problems, ","the next problem is that of the class of languages which are not context-free, and which we cannot represent on a Turing machine. And this is an extre","the fact is that I would expect to find in the population a number of people with a higher than average incidence of one of the problems. I would not ","it is one of the most important ones of all. And, by the way, this is also an example of a common mistake: we have to be very careful because the proc","Now you have an algorithm. Now you have a model of this process. Now you know the model of the process. You have an algorithm of the algorithm, you ha","there are several types of memory. One of the things that is really interesting in this is that one of the things that has been identified as a type o","and there is an infinite set of sequences of finite sequences of prime numbers, the first finite sequence is the sequence of prime numbers themselves,","I want to come to a place of near certainty and then to a place of complete uncertainty, because this is what I was doing before I got into this book.","and in fact it is precisely this type of process that the mind is doing. But then the mind itself is the process. We can define the mind as a set of p","I've been thinking about the nature of consciousness itself, and I've been trying to figure out the nature of the self, the nature of identity, and th","the last thing we had thought about was this 'reality' is something that exists independently of our thoughts and perceptions. This was our attempt to","I think it's very important that we look at the information we have in the brain. So, in my brain, there are certain facts that I know and there are c","and it occurred to me that the brain is made of atoms, and atoms are made of subatomic particles, and these particles are made of quanta, and quanta a","and this is an expression of the first principles. First, of the first and the second and the third and the fourth and the fifth and the sixth and the","if you were to add one to every one of these, you would get the number of the sequence; but if you were to subtract one from every one of them, you wo","if you get into the habit of taking a bath at the same time every day, then you get used to that routine, but it doesn't matter when the bath is taken","a single point. I can think of nothing. Nothing. Then I see a point. I think of nothing; I see a single point on the sheet. Then a second point. And a","[there] are the birds, and they are going to eat the worms. They are going to come and eat the worms, and they'll get full and then fly away to the ne","And the second one was, when I was on the plane, and I was thinking of, thinking of, you know, of my friends who were on the plane and I was thinking,","I was thinking about a poem I once read. I think it's by Carl Sandburg, although I'm not sure. But it was a very beautiful poem and it described the e","I can hear them talking about it, saying, 'Oh, that's how I heard it, too' - I mean, there's all kinds of stuff, I just heard it, you know","and I had to go back and take out the garbage, and then I came back, and it was so cold in the house, I just couldn't go to bed, 'cause my feet were","and then they're just like, 'OK, what does she want?' and then they're like, 'I want to know.' and then it's like, 'Well, you can't have","and I said that it's really, it's really not very important, because it's a piece of the body. But the other thing that I don't want to do, is get rid","I wonder how the body keeps track of things, I mean like, when I get an appointment for a doctor's visit and then I get another one, like a different ","And that's the last one, and I'm getting my checkbook out again, I'm just getting a checkbook, just the checkbook out here. You know, I'm not sure,","So I think I should do this...this is a big deal. And I've been thinking about it, and I've been trying to figure out why. And I think this is the mos"],["this is a big project, I think. I don't know what it is yet, but it's a big one, I guess, if it's going to work. This is like a long","I don't want to get rid of my son. And I want to love him, but I don't want him to be a big baby. I want him to go away. I want to","and the next thing that comes up is the idea of doing some kind of research in my lab. So, I was thinking about doing some kind of experiment in my la","so, it was like this, and then it was like that, but it was the same thing...the thing is...it is not so simple to...explain, but the thing is that it","And then he said, 'I can't stand that.' I'm not sure if I said that before, but he said, well, he said, and then he said that, 'I'm","so that's why I always thought that what people mean is that you can't be in two places at once, that you can only have one thought at once. So I was ","and I think about that as it was. What does it feel like to be on that train, and then it gets on the plane, and then they bring out the sandwiches, a","I'm thinking I should have made a list of the things I was going to write. But I didn't make a list. So now I'm trying to do it all in my head, but","my thoughts are like a computer screen that is always on and my thoughts are just like a slide show of different things coming up in order. They don't","and I'm in the car with a girl in the back seat, we're driving down the road and it's kind of dark and it's not a long drive, I don't think, it","The idea of using a database of movies and photos to see how quickly we can detect patterns. This would be an interesting project because it could als","and then there was the point where the man, he is doing something and the man is doing this and this and then this thing happens and the man makes a d","and this one, for example, I got a 21 7 and this one here, I got 3 6, I mean, it's like this, right? 3","29 30 31 32 33 34 35 36 37 38 39 40 41","The game was that if I made a comment about a person, then the person would be told to comment on me, and I would get the same treatment back. I felt ","the answer is 'no'. No, I'm not going to lie, you're going to have to do the work yourself. And here's how: when you find yourself in a situation like","The thing is, that you don't actually have to be in the room for me to write, so there's no reason to have to go to the room if you want to. And I hav","my hands are on the back of the chair and my left hand is holding a ballpoint pen on the edge of my desktop, while my right hand is holding my mouse..","there is this really interesting website, the website for the group of people that were killed in the Sandy Hook School shooting and the website has a","that's one thing I'm not going to do in the future, that's one way I'm going to cut down my waste, is stop printing out anything that I can get on the","And you have the possibility of saying like 'I have this idea' and then just to like start to implement it. Like if you have an idea for like, if you ","we had a lot of people who were just like us, who had been in the same classes that we had been in. I know that, even with the work I do on the web, I","and it's a whole bunch of people and that's... what it's gonna look like, the big picture... this is a whole bunch of organizations and they're workin","so this is the first time that we've had an entire state come in and do all of the work and also do all of these things on a statewide basis and actua","the people who are being served in the middle, the ones who are in the middle of the economic scale. So those are people who are middle income, where ","I have a really good friend. We're like kind of partners in this thing. But I don't really know how we got so close. I'm not really sure. Like, we met","a lot of people who are more high-tech, maybe in their 20s and 30s, are like, 'Well, yeah, I think about things, but I can also","my friend was over last night, and I told him a story about the other day when I was like, I was in like, I didn't know if it was like, it was like a","I'm thinking about the internet. The internet. And that's what's been the driving force for this entire project, which is like this internet project. ","I've been trying to think about the number of people who have died in the past, and the number of deaths that have happened since 1993, and the total ","and I had a dream where I was talking to my dad, and he was trying to get me to sign up for something, and I was like, 'no, no, no, not at","I think that we are in a place where people are saying that if we have any idea of our own freedom we need to recognize that the reason we have no fre","it's like, I know you don't think of us as, you know, you don't really care about us that much. I know that. But we do. We do. We're","the sense of being in an artificial system that we created and that we've been able to be successful in that artificial system is something I think we","you're not going to get rid of them. They're going to be here for decades, so if you want to do something, you should do it now. So if we had the opti","yeah, so uh, you know, you get into the day to day stuff. So we're we're dealing with this problem right now in our country. And the whole issue of cl","the fact that you know, I've been talking with a friend of mine, I had a friend, a friend of mine that was a doctor, and we were talking about this id","the only reason why we have to have a global community, and I have a feeling that there's going to be a global community that will take place over the","and it's got the potential for, for being able to look at the data and have some way to compare the data across time in terms of the analysis of the d","and that's one of the reasons why I think that a lot of these new companies that are being built in the space are coming from outside of the tradition","And it's a lot of information. And it's like I was saying, this is going to be hard to navigate for the consumer, but the consumer needs this informat","okay. And then, we'll see if we can take some of those ideas and move forward into our other strategic initiatives around this space of public educati","in a way, what's the relationship between the universe, our universe, and the concept of a Creator? And you know, you're on the same page there. What ","It's interesting, though. I can't really do that. I can put something out there and it's interesting because it's a little bit of a philosophical appr","and that's what we've got going on here, right, so I mean, I'm like a very, very young guy, right? Like, you know, you're 45 years","a little bit more than a month ago, I was in the house that I was living in, I was thinking about the house that I used to live in, which is now a dif","and I'm gonna be in a few weeks in Japan as I'm sure the participants in this class will know, I'm gonna work in the city of Yokohama, Yokohama in Jap","and it's all about this. Right here, that's all about the importance of the relationship between the state and the city. I mean, I would like to see a","I mean that is kind of where this came from, you know. The whole concept of the smart cities and the smart cities being built and the smart grids bein","a lot of people are very skeptical that there are, you know, really any climate change at all, or at least, not the sort of that they think that, you ","I was at a concert a couple of weeks ago where a really nice man said to me, 'Hey, I've been listening to your work and I really like it. I think I'm ","and this is where we get into the actual code of the language and we're starting to see the kind of things that we would say as humans, as a society a","[00:01:05] it's a bit of an unusual way of thinking about it. I mean I'm not sure that people are really aware that it's the same sort","I'm thinking of the film that I worked on with [an actor]. And the thing that I find really interesting about the film is that the film is not really ","and also there's the question of, what is this data and who has access to that data? There are all kinds of things that are generated by AI systems an","the most interesting part of this work is that when I first saw it, I was shocked to see that it was so different than I expected. I was expecting to ","there's a problem with the way we're handling the data, in the way we make it public, and it's really a challenge. We have to be a little bit more tra","and it's kind of funny, right? I mean, it's kind of the same thing you do when you're studying. Like, you have to learn a bunch of facts, you have to","and then the other person can come into the conversation. So if I'm having a conversation with the team or a client, and I'm having an interaction wit","I'm thinking about the person I'm sitting with. I'm thinking of you as a teacher. I'm saying to you, we've already had the first session, I'm thinking","and the idea is that there's some way of knowing what's really important to people, right? And so for instance, if you are trying to build a website, ","And so, I don't know, it's kind of hard to be part of a research team because I don't think I want to be the leader of my own project. I think I'm","okay. So this is kind of the standard way that I would think about this problem. I have a lot of assumptions here. So the first assumption is, okay, s","a kind of process where I'm thinking of what I'm doing, and I'm also thinking of what you're doing. I'm thinking that it's, um, not going to be that d","And it was the same idea with this system that I was a little bit skeptical. That I was skeptical. It is a very simple system. So you don't really nee","[I'm] thinking about that whole idea of a common good, and we've been talking about the common good a fair amount in this class. And the idea of a sin","I think you can be pretty certain that a lot of people who have a lot of knowledge about some subject, are not always using that knowledge very effect","I was in a group where there was a very intense, very high-level discussion on how to make a change in the way that we are managing the risks, in the ","I was just thinking of how you could teach a class where people could learn how to apply this, the scientific method. And what you could teach them to","what does it mean to say that a group of individuals are acting collectively? It's an interesting question. I don't know the answer. I don't have a st","I remember watching a lecture that was given by a philosopher at a conference in Chicago. And this was actually, in fact, a conference on the philosop","and there's a lot of people, like, some of the most brilliant scientists have come up with a very important, and it's been very successful, it's been ","And I think one of the challenges is that we have to think about how to structure the development of these, to make sure that they are aligned and foc","I was reading, 'You know, if you want to learn how to do this, it's a good idea to learn how to do it from someone who's been in that role, because,","yeah, right. Right, right. Oh yeah. Oh yeah, that's a good point. That's a really good point. It's an interesting one, right, because, it's kind","the question is whether we actually get to that place, where the brain is so good that we're able to let go of our biases and actually do something th","I am, I am the, the one, the one who is going to be the first one who, the first one to come, the first person, the first human, the first individual ","and what happens to the things that you find? ... you get to know about the things that are in the field. ... now we're in a place where we have an en","what's going to come up are some thoughts that are probably more useful than other thoughts, and the more useful thoughts will tend to rise to the top","okay, what I know about this is that I've been reading a lot in the past few years of studies about how the brain works. I've been an active participa","and the thing is that we have, as a team, the whole system and the whole software and we're putting it together and we're trying to put it together an","and then it becomes more challenging if you have to do multiple tasks. So if you have 10 or more different things that you're trying to do at the same","you know, the problem with the game is that it doesn't have a game at the end of the game. The game, the game is all about this idea that you know, yo","The number of people that will be able to use this tool in some sort of meaningful way. The way in which this technology can be scaled in some sort of","and then there's also a second order of reasoning, and that is to say, to understand that that's an option that is open. So, we're saying, we're looki","the more that you see of that, the more you appreciate it, because, if you see that that's the case, that you're making the same sort of mistakes that","I don't want to have the world view of being, 'I want to be a really good leader of my team, and I want to have my team do this and that.' And then th","and there's this little bit of the theory of mind stuff, so it's, the whole idea is that if I understand the other person, and they're aware of what's","it is a function of the brain to take a problem and turn it into a project that can be done. If it's a project, you have to do a lot of thinking and a","the entire concept of the Internet is built on the idea that we have to move to a non-sequential order of things and that there's a lot of ways to do ","and that's a thing about being human, is that you are going to have different beliefs, but you are going to share a belief system with people with who","that was a big challenge that I had in terms of our approach to the question, and also in terms of my personal approach, because we were thinking in t","I remember the day that I became a father and I remember, of course, the day that we came home from the hospital and my wife, my partner, had a big be","and so when we talked about this thing about the intractable problems of climate change, one of the things that I thought of was this thing in which I","and that's why it's so important that you really work on what the goals are and what you really want. I mean, if you think about it, it's kind of like","if I could start over again, I would make sure I learned the basics of data science, I learned the fundamentals of the algorithms, I learned some of t","I think the things I'm interested in, I think that that would be an example of a couple of the things that you're asking me about. When I was working ","a lot of people are calling for the government to be more accountable to the people, and for the government and for the people to be able to make deci","and then they go to work in the morning and they go to the hospital, they get their checkup and they get their physical and they get their medical tes","I'm just thinking that we should be doing this and this. We're getting to be really old. We've been in this position a long time. We've had a lot of f","what I think it is, I think, well, that is a very difficult question. I'm not sure how we're going to get there, because it's really going to require ","I am doing well. I am not getting sick. I think that is a good thing. It's also important for me to find ways that I can be able to share what I know ","yeah, it's actually hard to believe. But, we're in the middle of a pandemic, right? So it's really important that we get our vaccine data right. And I","my favorite things to do is to walk through the woods. We've been walking through the woods, a lot. And I have a very strong affinity for being outsid","and I'm like, how do I... how do I get this... how do you get this done? Do you have to put out the initial offer? Like if I was a new business,","I had to work on the way I approach things. So, if I'm a leader, I need to be a servant leader. I have to lead by example. I have to put in the","And so, we've talked a bit about the difference between the data and the meaning, and this is a great distinction. It's important to keep in mind that","so what do you think, what do you see, what do we see about the world in terms of how we can use data to, to, to make things better or make things wor","you can see it in the face of your loved ones, people around you that you want to be there, you know, if they see the change, you know, in the face an","you know the first time I got pregnant with my son, we had to have a c-section, and I was going to the hospital, and I had no idea what to expect, and","it's not like we're just gonna have like one system of education that we're going to use. I don't know if you guys have read the articles but in the 9","I don't think they want to come back, you know, and I don't even think they're going to. Like I say, I'm still getting the emails about it, but you kn","I'm thinking about my work at my new company. My new company is, um, it's a great company. They have great products. It's an important company in the ","so it's like you're giving some sort of credit card that you're giving to this country, and if you don't pay your credit card bill, they're going to c","I've been thinking about you and your work a lot, actually. I've been thinking for the past couple years, since you started this, I've been really try","I guess it's hard to think of what kind of questions the agency might be asking... You know, they might be asking about what was going on during the i","my daughter who is in New York City. We had a lot of discussions about what is the best way to study and prepare for the upcoming exams and I think it","what do we need to know to be able to do a good job? There is a lot of, a lot of discussion going on about AI, about the idea of autonomous systems an","I am on a cruise ship and it's a beautiful day on the water and I'm looking down and I see the bridge of the ship and I'm on the deck and I see this o","I think I'm gonna be spending a lot of time this summer and fall working on a project I've been thinking about for a while, which is a 2D platformer g","so we did this little exercise in class where we had to come up with a way of doing a good job of protecting the planet and reducing emissions in our ","I was trying to think about something that was very important to me. I had a really good team that was working on something, and it was really interes","this is an exercise that we've done in the past. That's where I was writing the book about how we make decisions. This is a lot like that. The problem","the way we understand things, we don't have a linear process in our minds. We have lots of ideas, we have lots of hypotheses and we try to fit them to","the problem here is that there are a bunch of different kinds of people. So you have to work on having a process that is kind of more adaptable to dif","I see all the possible outcomes of this situation. But I do have to think about some things. There are things that I need to make sure that I take car","I've always been a little bit a skeptic, you know, about whether or not, you know, the natural selection kind of is as... as effective in the context ","And then the way that that's been changed over the last 20 years is, because of the internet. You know, before the internet, you had a lot of resource","[my] thoughts...I'm...thinking about the work I do at work and it's...it's a lot of work, but I'm also very very fortunate. I mean I work for","I'm thinking about my work here. I'm thinking that I'd like to do some research and write a thesis and make a presentation in a couple of years, so I'","so it's a big problem and so it's really big, and I mean, so I can't figure out how to do this, you know, what's the best way to do this.","so like if we were to use like an algorithm for like machine learning, like how would you approach like a problem where there is like a lot of informa","I wonder if it would be possible to do the same thing in a more structured way, to generate a list of possible explanations, a set of hypotheses about","okay, let's talk about this idea, what are the things that are important for this idea? Okay, let's say that we are building this idea. Let's say that","and the thing is I'm trying to figure out how to apply the concept of 'theories of change' to the work that I do. That is, how do we define, and how d","I'm sure the big data is just going to come to the table and say, hey, let's give it to you guys. If you guys have the big data and the technology and","so now I have this idea that I'm going to build a tool, and the tool's going to be this piece of code that can basically tell me, hey, here's the piec","[the] word that comes to my mind is 'wonder.' I wonder if I'm making a mistake in this analysis. I wonder if I've got this wrong. I wonder if it's","uh yeah, I I think one thing that I have I've thought a lot about in the past uh and I I'm a little bit of a skeptic about it and I think I'm definite","and so, it's all about the system. It's all about how you get the data. You have to look at the whole process. You have to, if I can say, if you","the first thing that comes up for me is this whole thing around the whole issue of AI and whether we can ever build systems that will be as good as a ","I'm not sure I can remember where I saw it or what the context was but I remember that when I first came to the University, when I first started looki","I have a hunch about this. This is going to be very difficult for people to believe. I have to have something to say here. So the best thing I can do,","[w]hen you think about your job, what is the first thing that comes to your mind? I have to make sure that I don't make the same mistake twice. If I l","there's a lot of data. The way to organize that is to make sure that it's going to be used correctly. So what we're going to have to do is make sure t","The study of human knowledge, as a whole, can be traced back to Aristotle, and even to Plato. ... We can consider the concept of human knowledge as th","it's like... you're a student and you're taking an exam in a very important subject that you don't know very much about and you've got two hours to do","a lot of it was just the mechanics of doing this, and I realized how many different things were going on that I didn't even know I was doing, even whe","I'm looking at a bunch of these [the questions of the survey] and it's like I'm really reading into the things I'm saying. I'm not sure. I can't even ","I'll see if I can get something about the project in there. So let's think about what we have and what we would like to be able to do with it. And we ","you can think of how you would do it if it was an online, AI-automated chatbot. What kind of a thing would you want to be able to say? The same kind o","And I was just thinking about the things that I would want to include in this, and it would probably be a few paragraphs, maybe a paragraph and a half","I mean, what the hell do you mean, what are the different types of memories, right? I mean, it's like, you know, for instance, if you're watching a mo","we need to find out the best way to run this stuff, and we need to find out what the best way of doing it is in order to actually, you know, we need t","okay, so I'm going to be here for a while. And so what do I want to do? I want to know how to use this tool. And I want to make sure that I","and this is the way that I am going to structure this. I think I have to break it down. I think I am going to do something a bit different. So this is","okay, so I think about what happens in this episode. It's pretty straightforward, but I think it's probably worth thinking through. So here we have so","I'm working on an algorithm for a system where there are multiple servers, and each server has a bunch of worker threads that can be dynamically creat","well, in a way, there's not much to say, you know, about the big picture of our life. I mean, we are really just part of a system that's sort of self","and the other one is a lot smaller, but you can have the same number of points in there, so I've actually had a lot of fun with these things where I'v","yeah, right. And we need to, I mean, we need to really think about where these things come from and what are the biases, right? And the idea that like","and that's how we can really do it. It's this. I know I'm working with people who are on the low end of this spectrum. It's a spectrum. It goes all th","so, so I think this is going to be a huge problem for the world. I think that if we really understand the things that people are doing, you know, I th","and then the only question would be whether or not they're actually getting good enough results, but I think it is the case. You know, there's a lot o","The other thing is the nature of the Internet as a medium. I don't know if you guys have watched this show called The Daily Show or The Colbert Report","what's happening at the end of the day with the way we do things and what people are doing. I mean, one of the things we've noticed with the changes i","I'm going to go for a bike ride. I'm going to take the bike. I'm thinking about the bike. You know what, I should actually have the bike. It's not som","I was thinking about what happened in the last episode where I thought that the boss of the project is looking at me and he is thinking that he will g","and I was thinking about this and I was actually trying to come up with a metaphor to describe how we sort of are on a journey to a new era of being a","I'm gonna talk to this kid who's really smart. And they're like, 'hey, this is a lot of this work, this is going to take a long time.' And I'm","yeah, the reason why it was so, it was so difficult for me to go to college the first year is because the first year I had the hardest time understand","it's something that I think that I'm going to start to do is just to do this every day because I've never thought about it before and I'm not sure tha","and what is the reason for the reasons for the reason, what is the actual reason for the reason for why did the company, what is a company and what is","and then there's this weird feeling that I have, like I have this weird feeling like the world is not a good place, you know, it's just not a good pla","we could talk about that, that is, the notion of consciousness and how it can be quantified in terms of a single number or in terms of multiple number","this is interesting. I see that if I have a square matrix A, I can find its singular values by constructing a new matrix AA transpose, and then findin","okay so the first question is that we are interested in the fundamental constants. We have the 22 fundamental constants, right? And one of the things ","the other thing is, I know that it's true. It's a philosophical question, but that's an interesting question: How much do we really know? It's an inte","I'm really interested in how the mind works, the neural basis of perception and cognition. That's actually what I'm doing for the next several years. ","I'm thinking about this whole thing and it's kind of a mind-blowing thing, but I think I've seen an argument in favor of this that's quite simple, and","I'm talking about the, like, the kind of thing where you have, like, if you've ever been in a situation, like a room that's not very large, and there ","yeah, you know, the idea that it's really a matter of how we present the data to ourselves and how we interpret the data to oneself, I mean, one thing","and I was wondering if I was getting better or if I'm actually getting worse. And so if I'm getting worse, I mean, if I'm a little bit worse, and my a","there's this one kind of thing that I can't really make up my mind on, which is, you know, the question of, how far is your sort of, the sort of, you","[my] ...[it's] ...[there's] ...[this] ...[is] ...[and] ...[that] ...[which] ...[my] ... [thought","so it's like a combination of the old, the new, the past, the present, the future, and it's also a combination of people and things. Like, there's lik","I mean I don't know. I guess it's going to be an experiment in the future, like a new thing that is going to happen, like a revolution. I mean you've ","and I wonder what was happening, like, what's the most interesting thing that was happening in the world of science, and just what is the most interes","it's really the case that that's the sort of thing that you know, it's not just, we can't, we can, we can prove that that's, that's, it's","that's a very important part of it because I think that if we were to imagine the situation where you have a couple of people who were involved in an ","[the] other one [the other] one of the [the] one of one of the ones that is a bit less of an extreme example would be the 100,00","I don't know what this is really about, and I've always wondered, if I was to be asked to have a child, what would I do? Because I don't really like c","and then my thinking is kind of like if you've been studying and you've been learning and you've kind of had a bunch of experiences and now you've got","and so yeah, and we've seen how people have been very much interested in the idea of artificial intelligence, and this idea of superintelligence and s","I think that what it does is it does make sense of a lot of things and then when I say you can think of a lot of different ways that you can think abo","and I can also look at some of the other ways that you could have used it, and the more you do that, the more you kind of start to see that well, this","oh, I'll have to make a change. So the main change that I'm gonna make is that I'm going to try and do less work on myself and more work on the world,","I was going to talk about this whole idea of... because I was looking at the history of the development of this... and we talk about the development o","what I thought about yesterday... [a lot of mumbled mumbo-jumbo that I'm not going to try to make sense of or even quote here] ...but that was not a g","I think of people that are a lot like me. The problem is, though, that it's not just a question of, like, the way you were brought up. It's like the w","I am not good at the work, but I try, but I just get stuck in some kind of thought processes about the work. It's a little frustrating. But that's sor","I can't see why my eye was so bad, and I wonder why the left one was so good. Maybe there's something about the way I look at things with my left eye ","a circle, a circle. And then an X. I'm drawing an X and then an O. Oh, that's not what I meant. An O and an X. And then I've","I have an idea. I'm going to try this out. Let's see if it works. I'm trying to find the right word, and I can't. I'm not sure what I","Oh, I'd like to go and talk to the girl, the woman. I don't know why, but I'd like to. She looks really nice. Her eyes, I think, are","And when I think of you, it's like the past and the present coming together in this one little spot. It's like when you're in the middle of a really s","I just wrote a paragraph for my thesis. The sentence was something like 'This study has a number of implications for the study of ... .' But I didn't ","I'm thinking of the old adage that you're never too old to learn. I'm thinking of that. But I'm thinking, and this is sort of a puzzle, why should tha","and now I think I'd like to be a philosopher, you know. I think I just want to be a kind of philosopher, you see? I want to write books about, you kno","I've been thinking about, for instance, the idea of the concept of the law, what the law is. I was thinking that the law is something that people crea","a young man who comes to me, says that he has a certain number of books, and wants me to teach him. I am asked how long it will take? Well, let us say","Now, I've got my question, so let's see. Suppose there's some country in the world that's not rich in oil, and it wants to build a new oil refinery. I","... so we have the money to buy a car. What do we buy? Well, we'll have to go out and look. I don't know if they've got them in this price range","and the other thing I thought is I could actually work with this guy, like, take this guy over and make him work for you. And see what happens, becaus","so they said, you know, they said it would be better, you know, it was better for the economy if they had a bond, so I guess they're going to sell bon","You know, I'll be going to New York this week. I was thinking about what I should bring. I'll have a few things already, but I can't figure out what e","and so I thought I should do what I know I've done and I've done a lot of times before, I've done this a number of times. I'm going to call you up.","I've been thinking about the weather, and it's been really wet the last few days, and I just wondered how much rain it has been this year. And how man","I have a problem with the first draft of the new article. The new article is a review of the old article. I was very disappointed with the old article","that's why I'm a little hesitant to start this. I know I want to write a novel, but I don't think that I should start writing the novel until I have a","The thing that's most difficult about teaching is getting a really good textbook. I was trying to teach a section on the concept of the derivative and","I got this from some person. I don't even know who it was. It's got these formulas on the back and it says it's a manual for using the system. This sy","if I were to do this... I could... you know... you could... I could just... like... if I were... you know, if I were to have a... you know that little","It's a pretty good book, too, that you're reading. You're probably not aware that the whole world, every human being on this planet, is reading your b","and I remember when we were little and we lived in the mountains and we had this cat that was white and had brown eyes and a black stripe from the nos","there was a little guy standing there in the doorway, he was kind of a little guy, I couldn't tell you how much, but I think he was maybe four feet ta","the first time I went to see a psychiatrist was after the divorce. She was a psychiatrist, and she said 'well, your husband had an affair and you want","I was at the time a very enthusiastic member of the Ira Club, and I got to be acquainted with several of the men who were not only officers of the I.R","we could never go back to the past. I'm a little sorry I didn't write down this morning. I've forgotten most of the things I said. You know, I don't t","I'm thinking about a dream I had the other night. I thought I was a small child again. I'm in a large room, and there are many other children around m","a lot of things I think of, I think about what I want to do. I think I want to go back and work in the university library. I would like to get back in","and when I get to my friend's house, I have to tell him that my wife and I are leaving... and, I wonder, will he be able to handle the news? I guess h","I wonder if they're looking at us as they go through their own experience, or whether they're looking for the next word that will make the sentence. I","this is an old friend, you know. And the other one's a new friend. And the new one's really good at the language stuff. We were talking about the lang","I'm still not getting it. I just don't feel the same way as you about that. I don't know what you're talking about, you know. I don't think it's the","and, and, and, I think maybe you could use that, um, in an interview or something. Like, like, like, and I know it's really, really difficult to have ","the way that things go. It's not like I had a choice. I mean, you can't really, you know, like, choose to have the kids or not. So, it's","and I can't help but think about the little dog, like, if I put the dog in there, that it's like, what if the dog runs away or what if it gets sick or","And I'm not doing too badly. I think. I don't want to get up. I think I have a lot of work to do. I'm doing this research, I'm trying to","I was thinking about that house that we built, in the woods. We built it in the summer. I know it's been years, but it was, you know, it was in the mi","and then I would have to go back and fix the other one because it didn't match up, and it didn't really match up very well. And then I would go back a","it's pretty much how I imagine myself as a teenager. I think I'm pretty much the same person, I just look like I'm younger. It's just, I'm a little ol","I'm in my apartment right now and I'm lying in bed, and my girlfriend is here. She's in a t-shirt and a pair of sweatpants. It's about six o'clock at","I know my dad and my brother don't talk much to each other but they're not all bad people. It's just that they don't have a relationship that I'm real","and my job as an administrator at this particular school, you know, is I get a lot of support from my wife and from my friends and from my family, and","and it's my brother, I think he's... he's in school. He's in a trade school. I can't remember what he's going to school for, but he's in a","you know I think a lot of people don't realize that, you know, if you were to study the history of the United States and the history of any other nati","I was listening to this interview on the radio today on a new organization called the World Peace Foundation. They've got a bunch of Nobel Peace Prize","[we] had this idea that we could, you know, get some money and some stuff out of it, and then just, you know, turn around, turn around and start to tr","I was at a college, a law school. I was one of the top students. I got a Ph.D. from there. I went on to become an academic, a professor. I was","and then they [the astronauts] go up on the Moon, and I think one of the things they'll have to do is they'll have a little bit of a psychological pro","and I don't know. And there's this issue of what do you do when somebody is a felon? Because you're in a state. You're a state, you've got to go with","and then, you know, I mean, you're always looking for things that are just right for you, so that you're always the best you can be in all the things ","I was thinking of what you were saying about the other people's thinking. I remember I've been working with a man, in a hospital, for years, who has s","and I mean to say, if the computer's there, if the microphones are there, it's better than an ordinary voice-recognition system, because in the ordina","we've got this, this big problem, and we're doing a lot of work on that, but we can't do anything about it, the thing that we've got to do is to creat","and a few years ago I had this experience. I was on a plane. It was in the middle of the flight and we were flying over the ocean. And I had the same ","I think that the idea of an article is to say, what are the issues in the field of neuroscience? And how are we going to be able to apply the results ","and the first question was: can you solve this problem? And I said yes. And I said that I tried to solve it myself, and it's a very difficult problem ","the thing is, I have to use the term 'tired' but it's not the same as being tired. I think it has to do with the fact that in the long run, you","the only thing I really know is that the world is a really dangerous place and that you're a lot more likely to die from some sort of infection than y","the fact that our memory is really very unstable... so you can't even say it's true. ...It's true to a certain extent, it's true to an extent. The oth","and a big fish... what is a big fish? ... A fish of a certain weight. 100 pounds? 120 pounds? ... a fish of a hundred kilograms, and","I'm at home, I'm sitting down here, and I'm having a cup of tea, and I've got a cup of coffee, and I'm reading a book about the history of the","and the only way you can get a handle on it is by thinking in categories. Because if you think in categories, you'll understand that those categories ","I just want to get this. I don't know how to get this, so I have to sit here with this thing and think about it. That's where I'm at. I don't","the mind is a factory for the brain, a kind of factory that turns out products, which are thoughts, and that's the product of the factory is thoughts,","I guess my idea is that there are a lot of different sorts of information that you can get by using the brain. You know, the brain has many different ","the number one thing that I do when I'm working on something, I'm using this computer, is to have the thing I'm doing right in front of me. The only t","I wonder why I'm so upset by the thought of going to work. ...I'm so worried about work. I mean, I get so stressed out by work. ...It's not like I","And you know, when I'm at work, I always feel like I'm putting all these thoughts in this computer, and they're all going to be in this computer forev","I was at a wedding the other day. The bride, you know, had been engaged to him for a year, and there were two people who were at this wedding who had ","[I]n my head, it was like there's this really big room and you go in the door and there are four or five people that I'm like, 'Oh my God, I","it's really like a lot of things are happening that I'm not even aware of, and it's just like, it's really weird. I remember I had a class where we ha","it's like you can't think of anything. There are things that you're thinking of, and they're really fast, like really, like, they just keep coming at ","the word 'child', and I was thinking of a child I knew at a summer camp, and I was imagining them looking at a campfire in the woods. I was just like,","and there's this other kid. I don't know his name. I don't even know where I am. I can't remember that, I'm not sure. I guess I'm in some","and so when I'm looking at the picture of the house I'm imagining a scene, and the scene is sort of what's happening now. We're not there yet, and you","I've got this little poem in my head, so I'm going to write that down and that'll be my first poem. And it's got to do with my birthday, that's the th","I'm sitting in here. I'm in my room, I think. My room in my house in the middle of nowhere. It's an old house. It's not really an old house because","I was just thinking, when I went back to the first thing that I was reading. I was just thinking about, I just wanted to go back to, the other night t","the next thing I thought about was that I was gonna get a couple of boxes from the basement for you, because I've got some stuff that I was going to k","And I was looking at it and I'm thinking, you know, maybe they'll just, maybe they don't have a particular story in mind. I mean, they're just kind of","okay so, that's the beginning of this paper. That's the thesis statement and all. I'm looking at it. I'm like, okay, so it's like, if I'm gonna","and so this is, this is, there's a few things we've done. And there's a couple of things, things to come. There's, there's, there's another meeting at","and then there's this other thing, which is, you know, the other, the other side of the coin, and then there was the other side of that, you know and ","the first time I was with my wife we were in a car...we were headed... I don't remember where, I just know we were headed to this place...a big open f","I want to see my friend. I don't have a car. I was going to drive down, but I'm not going to do that. I want to go down to visit him. I","I'll be in New York for four days. It's just a stopover. It's a three-week trip. So I'm not leaving tomorrow. I'm going to New York for the week","so, then, it's like, well, what are we going to do about it? I'm not sure. You know, I guess it's kind of a, it's a funny situation","and I am here, I am here with him. It's like that. He has his job, it's in his hand, and I have my job and it's in my hand. And","And then it was going to be, in my mind it was going to come as a surprise to my family, as well. Because I thought the first week I was going to take","So, you're still working on this [writing], right? I was just wondering, you know, about what, where, what you were going to do with that, and what th","I've been doing this for five minutes now, and I'm starting to get tired of it. I've got an idea. I'll have a list. I'll get some ideas about this and","so I'm going to go ahead and write this out and try to work out the way that we're going to do this, because I was wondering how we're going to get th","I just thought that you should know that I'm thinking about doing this next week. I'm going to try to get together a list of what I'm looking for and ","so that would be the most important things. And so that's probably what I should be doing. And so it's like, what if I'm going to have, like, an emerg","the way the earth rotates. And so we can see the other side of the moon. We have the phases. And so the way the earth is rotating in the same directio","So the three that I'll try to keep in mind. And the last one is really about what happens when we try to get our data from a database. And if you thin","it's just like a real world situation where you would just have this sort of thinking going on and you'd be engaged in all this stuff and you wouldn't","that I have to go. That's good. And then the next one is the next one. And the one that's not on my schedule is going to be the one that I have to lea","I think I could go to my family and I could ask them, you know, like, 'Is there any money? Is there any money?' I could, you know, see if they're","the only one that really matters is the one in my head, and if you can figure out the one that really makes sense for you, then that's what matters. I","I'm not sure if this is a good idea or not. I don't know how much it'll cost. I don't really know, it's probably going to be really expensive. It'll","and you have a number, you can call it and have the person you call give the number to you so you don't have to write it down and then you call your p","And, also, they're using it to make decisions, and then they use the information for their next move. And I, too, I would think, I can't see it in the","I was going to do my research, and I was going to try to write some kind of a proposal for a program. And I was going to see what else I could do to c","The next two years, my second and third year, I can't really imagine what I'll be doing in terms of a career, but I'm taking classes that are relevant","so, I'm in a pretty bad place right now, because I got a job that I'm in, and I have some deadlines coming up. And I was working on this project at my","the first time I was a professor was in my third year as a graduate student. The first time I had that experience was in a summer session. I had an as","And there are these two women that I met when I was working in the cafeteria at the hotel. I was a hotel manager and I was working as a desk clerk in ","this is all a game, it's all a game. If you do something like that, they have to call a time limit. It's a game, you know? They're just having fun","so you're a college professor at a private school? That's right. So that means you're on the tenure track, right? Yes. Do you teach or do you manage? ","my brother was in the Navy and he was in the hospital in South Florida...I was in the...I was one of the nurses working in the...there was a nurse who","The guy from the old days that I used to see all the time, I used to work at a hotel in Houston, I used to have the office on the top floor. I had to ","we have the meeting here on the 14th, right? I'm going to be out of town at that time. So we're going to have to reschedule the meeting. Well,","this is an exciting time for the University. It's been a very interesting time. I'm going to be a little bit late to get out today because we'll be in","and, you know, a lot of the problems that we have in the classroom, I think, are related to the fact that a lot of teachers, when they have kids in sp","and then, I think, I was thinking about my family, because we didn't have a lot of family members. And I think there were seven children. We were the ","what's the point of that? Well, if you're gonna do it, I'd like to see the data that goes with it. I don't think we should be doing that. I think","and it was interesting to me, it's interesting that all the different aspects of my life have all been brought up. And I'm not sure I've had the oppor","and so we would have the kind of situation where... we'd be able to, you know, make a really good effort at what's happening, at being engaged in the ","what you think and what you say. We talked about that last week when we were thinking about our talk today. And it is very interesting in a way becaus","and so we had to put the [child] in a situation where he couldn't hide and where he couldn't run away and then he had to stand up, in front of everybo","the only way to have it is to make it, and then you have it, it's your own. The problem is that when you make a thing, like an art work, the only thin","So it's interesting that I was a child and I was born in 1953, and I don't remember a war, but I remember, I was told by my parents and other","I know I've been watching too much TV, I know. I'm just sitting here, watching, I'm not even trying to be creative. I know I've watched enough TV. I k","and, I'm not even sure if we're going to be able to go, or if I'm even going to go to the wedding. I don't know. But, that's fine.","it is about the time that we would've been having the first Thanksgiving dinner... And then I remember that we were driving down to the house in the m","[W]hat are you gonna do, just take the money, and get your life together and try to get your family life together? Do you have kids? Oh, I have a son.","And you know, I think I've got a pretty good idea. And then they'd be doing all the things and they wouldn't be doing it like they do it here, and I k","And the only way to find out who they are is to start by asking the question 'who are you?' And then see what they answer, and if that's not the perso","the more that I think about it, the more that it's just not true, because what do we need a license for? A license to do what? ...to sell stuff? ...a ","and then there are these things called 'revenue streams'. I'm going to look at them, and I'm going to come up with the revenue streams. There is a lot","and I think that's really what the problem is, it's about how we've organized ourselves, it's not about any particular technology, it's the way that w","and there's another way of doing things. And the other way of doing them, you know, you can sort of put them in order. And I'm doing this on a weekly ","I'm not sure that's the only answer. It's got to be a little bit of both. There's some things that are important for the very young, the very young ki","and if it was a bank robbery, there could be no way to know that. Or even if there was some way to know it, it could be done by someone other than the","I just wonder... that's actually my biggest worry about... well... about the system... that's the only thing that I really have any worries about. And","And I think that maybe I'm a little bit paranoid. I'm probably paranoid about people talking about me behind my back. And I don't know if this is some","The more the same, the better. The better you get, the better it is, and the more you get, then the more you'll get. Then the more you can make, the m","now there's a new set of ideas coming through. I think that all of these ideas have a basis in what people do, and you can't really understand people ","It's not about what the information is, but what information you have to go off and make something out of. In the information world, it's all informat","my mind is working really fast and it's a little bit uncomfortable, you know, the amount of information that I'm receiving is just too much. I don't k","a bit like a 120Hz LCD panel, because the refresh rate is higher, which means you see a smoother, more natural, fluid experience of motion, without th","okay, so, I'm trying to think of an example of an event that is an example of a state that is not an event, but has the same meaning as the event itse","And I know that if I could just do this, and I'm really, really good at it, you know. I'm really really good at doing this. Like, if I could really do","[in a dream, I] am on a boat. It's going to sea. There is a large rock out in the ocean. I think that my boat is going to crash and I don","And then it's like I just try to make the most of what time I have. And it's like if you have 100 seconds, you know, and I'm thinking about doing","we've got to stop doing that. And you've got to go to the top of the mountain, you've got to walk all the way to the top. And the key is that the moun","we're not doing too bad. The snow's gone. We'll make a fire in the afternoon. Maybe I'll go swimming. I'll have to be careful not to get the fire too ","and the one who comes here is so fat. The one with the hat... you know, with the hat, with the black hat, the big hat... with the big hat, with all th","and what was I talking about? Well, I'm looking at these things, I'm thinking I'm going to do this, this is going to be my painting this year. I'm goi","[A] long time ago, I was talking to my friends, and I asked them, you know, 'Why are we talking about the end of the world?' And they said, 'Because","and the problem is that you have to keep on looking at the screen...or whatever the screen is for...or whatever they're doing with the computer...or w","you're just like me... I mean, I have a daughter and I love her so much and I have another daughter that I love and it's just you know, the thing is t","it's not like I'm a drug dealer, I don't even have a license to sell drugs, I don't sell drugs... I have to be careful to be honest, I don't want","I see some more. I know that I'm not really getting along with him. He's got a little dog. He's just got a dog, I think. He has a little dog and","and then you have to get up and go to the bathroom. I don't know when the last time was. Oh, that's right, I have to go to the store this week. I","[the] lights are on. [The] lights are off. [I] just... [I] don't even know what's going on. [There's] no way I'm...","and I'm having this thought now about my friends who live in France and England. I'm going to give them an invitation to come up here and stay. They'd","I feel very happy, because I got a promotion last week. And my mother, she is in her seventies, so I'm going to visit her in a few days. And I have to","the first one was to be a child. There were no children in the apartment so I had to bring one with me. I went to the store and got a box of diapers. ","I think we've got a nice group here. We've got the right people, and I think this is going to be a really good group. This is what I really wanted, a ","[W]e don't know what the hell we're doing...[A]nyone [with] a little bit of background knowledge, and I think we have a lot of that...[","It is interesting, isn't it, the way that people can be very different from themselves, I mean, very different from the person that they are, on diffe","I know what the problem is. I've always been able to see the problem and understand it, but what I don't understand is, why do we as humans have to ha","I was thinking, there's no such thing as a 'real' self. There are all these different selves. There is one self that has to be responsible for all of ","a person can be either a cause or a result of their own actions, they are not both... They may act on their own will or by their own fault. They may b","[and I wonder whether] [I] am the same person that I was at age 10 [or 17, 42, or whatever], and [if] there is","the important thing, the thing that counts, is the question of freedom, the question of choice. Is one a slave to circumstances? To external forces, s","if one wants to know the true nature of reality, one must not be a part of it. One must be able to see oneself, one's self, and one's body, and observ","And the great thing was that I did not find it at all strange, did not consider it strange at all. And how can this be? Because I could not but see th","and then there's the thought that the universe is nothing but the world of our thought. But I am aware of the fact that this universe is not merely th","a small town in America, where there was a very beautiful young girl and a very ugly old man...and the old man had a daughter, who was ugly, but in he","I think it would be a good thing for a man, and I'm sure I don't see how, if not in a natural manner, he could have a natural manner in conversation, ","we're going to have the war. Now I want you to consider that the war will be over by the year 3129. Now what is the probability that the world will be","and here in the room here in this hall, that I'm looking at, it is a bit difficult to see the differences between the other ones and myself, so that I","that's very interesting. That was one of the questions that we had to answer in the text. So the first thing you had to do in order to know how many t","well, we've already discussed the problem of the quantum mechanical wave function being interpreted as an objective reality, and the problems of this,","And this is where I get into a problem. I've had the idea, that in any theory of thought, there is some sort of way of representing the state of affai","now I want to start with the basic thing which is a fact: we have two eyes, right? The two eyes together define the two-dimensional plane. So, I shoul","I think that, as a matter of fact, I've forgotten this point already, because I've been thinking of other things, so I'm going to have to think of it ","and what are you? Well, I would say that I am an old person with a great deal of knowledge about the world. I do not know whether I would be able to d","I am a human being with certain human attributes and limitations. My thoughts, emotions, desires, and fears are human attributes. I am not a computer ","[it] is, in a sense, a machine. It's a machine that generates some very sophisticated processes and a very sophisticated understanding of the world. .","it's a very difficult thing to make an analogy between a human being and a machine. So you can't even put them on an equal footing, let alone compare ","and a little of a plan about, you know, what we want to do with the universe. What we're going to do, if we get to the end of the universe, you know,","now, let me see what the hell is going on with this, uh, what's going on, you know. We're in this, this, this situation, and the problem is that,","And the way in which I would make a difference is that I would have a sort of computer, a digital computer, which I would have installed in the car. A","in some ways, we can think of the problem of the social order and the problem of technology as being closely related, because if you're going to use t","and so I think about this and I think about that, I have these thoughts, and I can't really stop them. Now, I know that in my work as a psychologist, ","I mean, you know, I've been on this road trip for a long time now, and, and, and I'm always thinking of this, this, this problem that, that I have","I am in a forest, it's a large forest. I am on a path, which has been covered by leaves. It's quite sunny. It is summer. I am with a man who","and the car is gone and the car was a 1975. And then the 1981 is still gone. The 1966 is gone too. And it","my name is Sarah, Sarah Jane Smith, and I was born in 1977. I was born at the Royal Free Hospital in Hampstead, London, in the northwest of England.","and I don't know how they will do with the rest of it. And I'm going to write to the MTA. And I'll give you the address, because I'm going up to","and I'm not sure I don't do it because I'm too busy, and that's really the only thing I'm doing right now is getting ready for a big meeting tomorrow,","I know it's very hard. It's very hard, and it's a process, but it's very important. You have to understand. We need to understand this. We need that t","I mean, we had that meeting last week, I had that meeting yesterday with the Chief, and I think he's kind of taken a turn, you know, and I know I got "],["and I think it was in the middle of that, I guess, that I started to think, how would I be, say, if I was a kid again, if I were just like a","that's a good thing. It is the best way, you know, if you're not just to let the things that come come. And it's not that I can't, I just don","I was working on the theory of mind. I was having problems with the theory of mind, which is the idea of trying to figure out what someone else is thi","so I know, that's what I think. What's the opposite of that? So, what's the opposite? I think, you know, if I knew what it was, it would be","and I'm thinking about that, I think, why should I want to go to school, why would I want to be at school, if it's so hard, I mean, like, if","I think I have to stop. This is where I have to stop, but I can't. It's like I can't stop, but there's a limit. I know I've reached the","And I can remember my parents' wedding, you know, I can see the whole thing, but I can't remember if there's anything that they did to the room or not","and so I have a friend. He lives in Oregon and he's a wonderful man. He's got a wife and four children and he's the one that introduced me to the Bibl","And the same kind of things are happening. It's just that it's happening in the background. It's like...It's like the way things are going...and the w","So I have some free time and I can't make any appointments yet, I'm going to call the hospital and see what's happening. I'm a little worried about my","so there was this woman and she had a little kid and she was worried about the little kid and then I was like, 'Okay, that's not going to happen. That","[My] favorite book at this point in time is by a man who has been writing a lot about quantum physics and philosophy. It's called Quantum Reality by N","I have a really bad cold right now, and I was thinking I'll try to get in and out of this interview without getting sick because I can't do a whole lo","I had a vision, and it was all in the middle of the night. I had this vision of what a world would look like if we had no more money, and the world wo","it's the middle of the night and I'm in a big hotel room and I've got the front page of the Times spread across my lap, and I'm looking at the headlin","The first thing that I have noticed is that when I'm going to sleep I'm not going to sleep very easily, not going to be able to sleep at night and the","the first thing I'm thinking of right now is that I'm going to have to do something tomorrow, but I don't have enough information to do it. So I'm goi","that I am trying to understand that, and it seems to be that the brain is a network of inter-connected neurons and they all get wired together to work","[thought on the current study topic, which I will call 'the concept of 'a person'] a person is an instance of the class of people. It's an instantiati","it's like the human brain is constantly engaged in the construction of models of the world, and one of the ways in which we do that is we're constantl","yeah I'd like to know why it's always like that. I mean, I'm sure there's a good reason, but I don't know what it is. Why does this happen? When","the thing that I'm most afraid of is that the next time I see the same person, I'm going to say something that's not true. That's the problem that I'm","and so we're thinking about the way that the body is being changed, or the brain is being changed. So when we say that we're studying the brain in the","we're using the same system as before, which is to say, if I'm writing, I'm looking at what I'm writing in order to give it context and to understand ","you can think of all sorts of different things that you can do with an equation. For example, you can think about the relationship between two variabl","so, uh, the 3D printers can, uh, make... so, 3D printers, um, can be made with the ability to print any sort of shape, but, um","I'm a little bit worried that the paper's going to be, I don't know, I'm thinking of this in a sort of a logical way. There's a paper that was submitt","I wonder, do you know if this is related to this? That the language is going to be different for a while, until we have to write in the new language, ","there are a lot of different ways to talk about these. And I'm sure that a lot of these ideas can be unified, but I don't see a unified framework for ","and I'm not a great writer of prose. So I do a lot of these things by writing the code. I'll have a bunch of classes and things and I will write out a","the next one was about the time between the first and the second... it was about the evolution of the mind itself, you know, as time progresses. That ","I remember a lecture I took in college where I was talking to a professor in the department who had a graduate degree in history and then he took a Ph","I think, I wonder if there is a good reason to believe, or a good reason, a good reason why people with the same genotype, or a genotype, for a partic","now, and what I've been trying to do for a long time is I want to actually teach my children the logic and the thinking processes. So I've actually do","and I think it's one of the things that people that do work with very young children, say that the first six, eight years are critical for a child's c","the only way I can get my mind to do it, to work, is to go back to a lot of my old school notebooks and get the old notes. That's where a lot of this","I was in a small company in the early eighties, and I was involved in some kind of management consulting project with some small companies in the city","It is not a good thing to do, but the solution is to work harder. I just got a letter from a student who is in the department that's starting an inter","I don't know how to do it. I just want to get started, and I think a lot of this is just me learning about it, just learning what works for me and wha","I wonder if there are people who think this way, and how much they are aware of it. I'm aware of it to some extent because I'm thinking about what I t","the last thing is the last thing, and it is a story of a little child who has a particular kind of autism who is diagnosed with it, who then is sent i","I'm going to get a couple of books in a store and I'm going to bring them in and I'm just going to try to help the people there help the people. That'","I have a couple of students who are not doing well, and so I'm going to have to take them aside and make a decision, and I think they'll be relieved w","And we're going to do something about the problem with the community college. And that is that students are coming in and not having any idea what the","and we do not know whether he would have ever gone in. We have had a great deal of difficulty in trying to find the students that are willing to parti","I'm having a great time today, I'm working on my second book, a very long book and I'm having a lot of fun with it, and I think it'll be good. I","The very first thing that I thought when I was reading the questions was: 'There are so many of them. They're not just simple things like, 'I have a q","So it's a mixture. I think I'd like to be a full-time researcher, and I don't know. It's not that I'd like it or not. I just don't know","it's like, you know, you're just like, you've got your hand on the switch, and then you have to say, is this something that I'm gonna want to go into?","there are three reasons you might think that is a good reason to have an argument is because it helps you become a better decision maker and then you ","I think that in the past I've probably been a lot more aware of this sort of, I don't know, maybe there's some other term. But I would say I am more a","the reason is, there's not a lot of evidence to support it in the first place. It's not a very robust claim. ... The reason I'm interested in this is,","I've been thinking about the past week and what I've been doing here, what I've done for this study. It's been very difficult, because it's not just a","It's pretty easy to make some money on a stock, but what do you do with it? I mean, you can just put it in a bank and it won't be as good as stocks","that's the one, yeah, that's the thing you need to do. And that's how you would go about that. And that would be a, and that would be the way to do","uh, I'll I think that's pretty good, it's good to see the US doing well and the rest of the world is falling behind, but what I'm going to say is that","uh ... my my ... my my daughter is 20 now. She's in a good job, I think, she works for the Navy. I think she works for them on the Navy's","So, there's a lot of things that I don't have that I can't buy for the same price that I can get in the U.S. And I think it's because of the low","I don't really know what kind of things are going to come up. But one thing that's always been a huge problem in this world, or in my world, is the re","so I've been working on that thing. And I had a question about that thing, and I just want to make sure it was. But it was about a, you know, like the","I guess when people hear that you're an engineer, they think, 'Oh, you have a lot of responsibility'. But if you have a bad year in your engineering, ","the people in the room, they're not, they're really not that great. They don't know anything. They don't have the skills. And the only ones who actual","So, I think that, you know, it is really a good time to do this, and you know, you know we were kind of fortunate in that we could have started this p","I was sitting on a couch on an airplane on a business trip to San Francisco. It's been a couple days since my trip. I don't remember that much of the ","um-hum. That's what I heard, yeah. Yeah, I just I I I just I think that was a really good show. I I don't really know about the other episodes,","I'll be having a birthday party next week, so I'll be going out of town for that. I haven't seen my dad in a while. It's been awhile since I went to s","it's interesting, when I go to my parents, I've got to get their car, because the car, the car that I got at the end of August, because my dad had to ","It's been a while since we've had a party, but it was good to be here. It was good to catch up with some friends. So I'm actually working on this in t","my brother's wedding last weekend. We're in the process of moving my mother's house in the next few days. It's the last house we own. So that's going ","I'm still not sure what this is going to be, but I don't think it's going to be a series of small projects or a bunch of small things that I'll get to","I can't tell you what I have to do, because the way the industry is working, that's just not something that is going to be possible. ... The biggest i","I have a weird kind of depression, I don't know, I don't see myself as depressed because I'm not suicidal. I'm not on any meds, I'm not in therapy, an","we've got a problem with the hospitalization, because I think that's like, I mean, we've had a couple of patients and some people are, you know, just ","a lot of this stuff is going to go away. I've been a little bit more focused on the process of helping my own mental health and making sure that my ow","I'm gonna take care of some things. I don't know, I got a lot of stuff going on. I'm doing my taxes, so I'm going to take care of all of the","And I'm gonna start with my first session. And then I'm gonna have a session at work with some other people there and then I'm going to do some of my ","and that's not good. I was like, I'm just gonna get in and work and get through the day and then work on that, and then maybe work on that on the week","So I've been having trouble with my job because they haven't hired anyone since I've been there. I just don't know. And, I have a friend who's a finan","my life, you know, I'm in this... I'm in the last month of my... I'm on maternity leave, but I'm still working... I'm going to do a lot of","I don't know why the school board doesn't like us. They like us. We're not bad. We don't get our own budget. We don't even have our own budget yet.","you know, it's very frustrating, and I'm trying to get it done. I mean, I've got so much work. You know, it looks like it's all in a bunch.","I'm thinking about the house, I'm thinking about my dog, he's a little over a year old. He's a big, beautiful dog. We bought him from the pound and he","my dog's getting her own dog. So I'm just gonna have to start thinking about that. My dog is getting a dog. So we have to start looking at that. I hav","okay, so I just thought about something... you know... when you get... you get older... I just thought of, like, old people, and the, you know, like t","and we're just like we're in this life cycle and we've got to work to get to the next life cycle... you know so that's we're trying to do... and... an","yeah, that's one thing I think, you know, is one thing I know that's been really interesting is just talking to a lot of different people, you know. T","so I've been thinking about you know, I think this is my third or fourth time to go through this, right? And I'm not sure if I've been able to see the","I wonder how many years it's been since we last saw the moon... since we've even seen the moon. I mean it's like it's been decades since we've been up","so there's all these companies that have been founded because the idea of blockchain came out and there's like thousands and thousands and thousands o","and then, of course, all of these people that we know on Twitter and Facebook are like, 'I'm like, 'well, okay, well, that's interesting, you know, ma","it's funny, it's like, it's interesting that this is like this is, this is, it's this is, what is this? So what I'm really trying to do is like","[laughs] So that's why they have the first half hour and then they have this half hour at the end where they actually write down their thoughts. So, t","And I was thinking about a client of mine that I had, that had a major issue where he had a lot of clients, he had a group of clients. He had a bunch ","and they're going to make us all get in line and line us up like animals and we're going to be working on the farm, and then we're going to go to the ","a lot of that data is what they want to know. So we're all the way down to the level that they really want to know and they're just starting to figure","I'm gonna have to buy a new phone for my kids because this one's been really old for a while and they have had the old iPhone, and there's only two wa","I'm getting really bored here. You know, we're sitting here watching this video about this person, and it's kind of, I'm just kind of bored here, you ","I'm like, we're gonna, we're like, we might be able to get into the school that we want, but it's going to be like, it's not really the thing you","and we were like, oh, you know, it's funny how all of the data is right there, it's like all of our data is right here. Like, it's it's kind","I've had a little bit of a rough week here at the lab, just in general, but I've been working on some projects. I've been trying to learn more about d","I was trying to think of some words, some other things that might be related, and then I realized that I was already thinking about this problem that ","I'm thinking about my favorite places in the US, which I've never been to. So, I'm thinking of places that are very far away from where I live right n","So I'm going to be looking at that in detail tomorrow morning, I'm going out to see the state of the art on that, I'm trying to get a feeling for how ","so I'm going to read this and try to sort through the key points and the main arguments in the paper, and see if there are any things I can see, which","so this is like a list of things we've done and like, this is like our current list, and the list of things that we're working on right now. So it's l","okay. So. Let's say that I've got a very long project, right? I mean, something that has a lot of different sub projects. And maybe there's some overl","the last two years have been very difficult for me, and that was because we were working on a very difficult project and that's why I started to feel ","the third law of thermodynamics. There was something that was always missing from it. That it's about the whole system, and how does that relate to th","And I realized that we are actually in some kind of a physical reality, we can't change our reality. So, we can only do what we want to do, which is t","there's a lot of stuff in our brains that's just like a bunch of little nodes, and there's a bunch of connections between them. It's a little more com","so I'm trying to figure out how to think about this, and I'm not sure I know exactly what I'm thinking about, but it's something about being a writer ","and then we'll have to do a lot of things to get everything into order. So that's kind of a big picture view of what I think I'll end up doing in a ye","I know, the other day, I was thinking that maybe if I got up, I could write it down, maybe some of those ideas, just like if I want to write a story, ","And then I had to figure out what I wanted to do with it, and I ended up doing the same thing with this stuff where I'm like, what's the main thing I ","I think there's a lot of, I don't know, I was thinking about the importance of being able to communicate, being able to share information in a way tha","and, that is, yeah, I do think I can work on that, though I think the difficulty might be that, you know, I need to do it in a way where it doesn't","and then we see what kind of a world you're going to need to live in. And it seems like the only way you can build a world that's more intelligent tha","I was thinking about...I mean, I have this, I have a feeling about how to do this, but I've never thought about it in terms of actually implementing i","The idea that it could be possible to take a really large scale, like the universe, and actually do some math on it and get meaningful results. If you","it's like the sound of a lot of things that you know, and that you think about, and you have in your head. So that's kind of like the sound that we he","so you are doing 360 degrees of rotation. And the axis of rotation is what you are looking at. So the axis of rotation for this is the vertical axis. ","I'm thinking about what you said, you know, I was thinking that you said, 'I'm gonna be really happy when I get that promotion.' And I was like, 'Okay","And then it's like, then you need to have the, then you, then you can go on, you can go to the, the next, the next place you want to go to.","I'm going to write about this. Okay, so I've got a really good idea. So let's try this out. So let's say you're a very good artist. Let's say","and the other is like that, that's like the other one is a, you know, when I think about that I think it's a 120,000 square foot building","I can see how that might be, and maybe the most likely, most likely thing is that, it's going to be a big, uh, big, big event that, that I, I","I've been thinking that there is a bit of a divide between the actual experiences and then how we talk about those experiences. If you think about for","I'm sitting on the couch, it's warm and comfortable, and I'm typing and I'm doing a bunch of stuff and I'm writing a paper on, you know, the effects o","and I've got my daughter is 11 years old now. So, we've got a lot of fun things that I do. I know a lot of people like to do what I do","a lot of things go through my head. And the one thing I notice is I can't think of things in the present tense, or if I try to, I have to go back to t","And what I'm gonna do is I'm gonna use this time that I have to practice what it's like to have this disease. And so I'm gonna start practicing it. So","uh, I think that there was something about uh I don't know, I think it's something that was very, you know, very much I guess like, I don't remember l","we're going to talk about the internet, about the internet as a concept, and it's going to be the first thing that pops up is a lot of the discussion ","this is kind of weird... I feel like I'm listening to some sort of weird story... it's like I'm just doing this... it's weird... like... yeah... and t","the thing with the chat is that the other person you have to have, I don't think anyone is actually watching the chat right now, but I don't want to m","I think we can model that the idea of this whole thing is like, we're gonna take a big block of metal and we're gonna cut it up and then we're gonna b","but you know, I just had a weird thought. So I have to be careful when I use like a big enough sample. But it's still just a big enough to see if it's","there is a lot of ... there is a lot ... I'm just ... I'm writing a book ... this is an interesting ... this is ... I think we have this is a pretty g","and the reason we don't see that as the top is that there's not enough evidence, right? And you could also say that the other problem that we have wit","this is an example of an experience I've had. I remember sitting in my office, my brain was kind of being filled up with the word, 'experience,' and t","you know, I was doing a bunch of calculations about how long it would take for the human body to go through all the steps of the water cycle in order ","I'm trying to do some calculations here. I'm trying to figure out how much time it is taking to make each iteration. So that's a fraction of one hour,","and it's a new record, so we know it's got to be good because the new record is just released, and it's got that new music in there. We'll get into it","yeah, but that's the thing with the thing, like, yeah, it's, it's this, it's the, it's a, it's like the, I mean, it's","so i know i know that my father is really good at it like he's like really good at like he's very good at this, but he also has a problem with like wi","and I think it's going to be a lot of the same things. Yeah. So it'll be a lot of people looking for new information or something like that. It'll pro","I remember... I remember my time in the army. And that's really... that's a really important part of my life. And I've had the... the good part of it,","the last thing I remember before going to sleep was being very active, and trying to catch a whale on the ship. It was very, very challenging. You had","it's not a lot of fun if you can't afford it. Right? So, like, I could do that, like, as an employee. Like, I could work for a company that","I'm thinking about what's going on right now. And I'm trying to figure out how I can help you. I think it's probably pretty important to talk about ho","I'm thinking about what's happening in the world and the stuff that I think about. I think about climate change, you know, it's a big thing in the wor","I don't know, I think there's a lot of different things. Like, you know, the kind of the type of AI you're gonna have, whether it's like you know, mor","I just wonder, is there a limit? Because I was thinking, okay, so, if I was to look at the actual, you know, like the physical dimensions of the human","and that was that. Okay, so we're not gonna, we're not gonna have an 11 o'clock meeting. So, you know, that's how you're gonna figure out your","ummm. Well, so I'm going to be sitting with you here today, umm, talking about, I guess, the sort of, well, how I like to do it, which","I am curious how the future will look. What's happening right now. I have an idea. I'm looking at the chat window. I've been here for a bit, and I'm t","yeah. There is a lot of, there's a lot of debate, and it's always been kind of interesting for me, it's been kind of like, the political science persp","yeah, I'm wondering, is this gonna be a long session, or what? Because I haven't done this in a really, really long time, so I don't really know, but ","and, you know, when you think of the number of people that are that are getting off of prescription drugs, or getting off of certain kinds of prescrip","I'm going to the gym, and I'll be doing some pushups, and I'm going to be doing some pullups, and then I'll be hitting a lot of weights. And then","I wonder if this will work, it's really strange I was working on the idea of taking a break, like if you have a bunch of projects at the same time, an","I've been thinking about that thing about the electric vehicle battery, which I don't know too much about. So, it's just like, if I were to get one of","and, yeah, you know, there is no, you know, if I want to change the, you know, the way that I approach the world. And I'm more, you know,","so that's not very efficient for a business model. I guess there are ways to do it, but it's a lot easier for the company to have some kind of central","I've been thinking about the new release of the iPad Pro. They just had one that was 9.7 inches. I think it's going to be 11 inches. I wonder what","And then there was the, there was the thing about, when we're in a situation like the one we're in, like in the military, where we can't really commun","I'm in the office with a colleague from work. We are in this very nice, spacious office. We're talking about this new product, this new product that w","I mean, like, if you think of this, when you get to a point where you don't really know how to fix the problem, then you say, 'Okay, well, let's","yeah, okay. So I guess what you're asking me is if we're looking at the problem from a scientific standpoint. If you're a scientist, if you're doing s","[I] was thinking about how I was trying to sort of make some sense of what the world was like, and what was in it, and how it was going to be in the f","[1] a lot of people have really really really really strong opinions on things and they just don't even care if you disagree with them. And they just ","I'm not sure that we have the best tools to figure out the most important things about people, so I think we should invest in getting more people, bec","and I remember that the people that do, if they have their own power grid, are really the first people to start building power grids. Like, you know, ","this is not about me, this is about the other person, it's about how this thing will unfold for me. This is not me. I'm just a human resource, right? ","I think I'd like to study that... but it's probably going to be quite a long time until I have that data that's available to me because of the pandemi","... you can't tell if someone's a good person just by their words. People can say 'I love you,' but that doesn't mean they are. It's important to look","It’s also true that if you can find a good, a good, I’ll try to do something. And this is kind of like it's kind of like a good thing, so to speak","it's not about the cost of a ticket. It's about the total cost of a project. When you're trying to bring a new product to market, the cost of developi","I'm actually a very... I'm very glad that I'm in this position of not knowing that my next product will be a good product or a bad product... So, that","I think what would be most helpful to me in this job, for example, is some training in data visualization, because I think that a lot of data is comin","And I think about the ways of learning. So, you know, I think about this idea of learning that happens to us in the process of working, but also the w","so I just think about some things that I want to do for this particular group. Some things that I wanted to do that were kind of short-term in the fir","and I wonder if, you know, I think about, you know I'm not sure if it's fair to say I'm an early adopter or I'm kind of a late adopter,","and I don't know, I don't think it's just the number of people that are in that particular group, but you know, and then there are many other organiza","my kids have just gone to school today. And I was thinking about how, when you send your kids to school, they're sending them out into the world and t","I think there's a lot of confusion. I don't really know what I'm talking about, because I'm a science student, I'm not a teacher, so I don't know what","the way that people think about that is that they don't think about the world as a place. They think about it as an opportunity. That's why they go th","so the idea is that the state of mind, the mental state of an individual, can be measured based on their brain states. So it's really important to do ","I was reading a paper about how, I think it was, the United States, and then the British, were able to get more than 10% of their energy from renewabl","And I can do this, and I can make this happen. And so we can come in a position where we can either increase our understanding of these things, or we ","and it's a combination of those things, where it's the ability of the human being to be able to combine information from different sources, different ","the thing about this is that there's no...I mean, there is a point where people have to learn a language, but that's not the same thing. And it's not ","Okay. So, in general, people are motivated by two things: intrinsic and extrinsic motivation. Intrinsic is about the idea that I do this because I wan","and what's going on for the patient, or the client or whatever? What's going on with that, in terms of, um, what's their, what's the role of, of the","It's really like a stream of consciousness. And so I'm going to do that for a while, just let me talk in whatever order my thoughts come to me. And th","[T]here was a little story, where there was a father who was going through his daily routine and, [unintelligible], his children came along and [unint","this is all, and now this is just an idea. If you were to make an effort to bring a group of people together and create a social organization that was","there's no doubt about it: we are all under the influence of a government that is, for the most part, hostile to the democratic system. I know it beca","I am not interested in doing that. It would be an incredible waste of time to me. You know, we're going to be in the position to have a very large amo","I'm the guy who has to know what he's going to do and how he's going to implement it. This is a very complex world and the things that matter to me an","I think about my own personal goals. I think about how I can be more effective as a leader. I think that it's important to recognize that people who h","I am very concerned about how the market works. If we take an individual stock, the stock has some intrinsic value. It has some value associated with ","I see this is a very serious problem. This is a serious problem, which will require a lot of time, a lot of resources and a lot of funding. But, we al","I'm not going to say that the concept of a good idea is not going to be useful for the corporation and for the individual, but it is the wrong concept","this is what I want to be able to do...I have some ideas of what the way to do it may be. There are a number of ways to do it. I think one of them","this is going to be really important to our society and our nation in the next few years. I think it's important that we focus on education in science","So, there are a bunch of theories about the effect of gravity on time. And these are all based on the idea that if you have a huge amount of mass, lik","this is where we are on the continuum, between the two poles, as the [cosmos] evolves from the initial state to the final state. This is a continuum o","the name of this project is the search for a new method of testing the speed of light. The speed of light is constant. If the speed of the observer re","it is not easy, as you know, to make a direct measurement of the amount of information stored in the human mind, the capacity of the human mind. Howev","And I'm thinking about a kind of thing we just talked about, that in any case, that we can't talk about a system in a state of equilibrium, because, i","and I can't believe it is. It is. The sun is bigger than the Earth. ... and the Earth is bigger than me. ... the size of the Earth is defined in terms","there's a lot of things I don't like about what I'm doing right now. I can't figure out whether I'm doing this because I'm afraid of doing it, or if I","The universe. That's one thing. The universe has its own dynamics. There's a lot of stuff in the universe. Things happen. And we are a part of it. And","the idea of this is the idea of a mind that has no way of being aware of itself... that it's a completely open system. It's an open system that has to","And I thought, that's strange, because I actually had a thought that I could write about that. I could write a paper about that. So, if I was an autho","I'm gonna go out to lunch with the group of women. And then I'm gonna go and spend the afternoon at home. I'm gonna sit down and write, and I'm going ","the dog had died in the kennel. The kennel was built over the last 10 years. It was a large kennel. It was well built. It was designed for 1","now I've got to find some new idea, a new idea that will make me go. You know what I mean by that? A new idea to help me go on. If you see,","there's this man. And it's funny, you see. He's my friend. He's got a girlfriend. I don't know this. He's got his girlfriend. And he's got","what's a nice, neat, clean, square thing...it's a nice little square, it has four little legs, and it's all made of wood and it's very, very well made","It's not a bad idea, I'd like to do it. And I wonder how it would work, if you did it with two people and one person had a different speed than the ot","and it's not very different from the first. I've been reading this book. It's by a man called James Hillman. It's a collection of essays. One of them,","the point of the discussion of the second law, was that it seemed to say that there's an arrow of time, and it can't be reversed, and that if you have","now, the point is that the observer and the observed are in principle identical. It's just that there's a difference between what's inside the brain a","the way the human brain works. I think there must be a lot of things that are just the way they are. That is a good question. There is an obvious answ","I've had this thought. I remember that the term is 'aberrant.' Aberrant means something that deviates from a standard. Well, what would be the standar","the fact that you can say that a thing is red without seeing it, that's because of the way that you have organized your visual experience; and I think","a plane, which is, in fact, a square or rectangular box. When a plane is at rest, it has an inertia. When it moves, it is subject to inertia, so if I","now you see a rectangle, a square. Then you see the diagonal. Then you have the diagonal and the diagonal of the diagonal. The diagonal of the diagona","this is a kind of time line in a plane, and the time line is not a straight line, because we move in the space in a wiggly way, and this is the time a","and I had the impression that my left eye was black, that I had the black left eye, and that this black left eye was the left eye of the world, and I ","[14:04:47.312] ...and then you get a little bit further down and then you see a bit of a line, and then there's a little","the old man, he's kind of a joke...and he's a funny old guy, you know. He's kind of, you know, kind of, um, I don't know if","this is the main thing I want to say: I've been thinking about it again, and I think that maybe I did the wrong thing on this one. I've been trying to","you have this whole... this... this... is this thing... this thing called the... is it a... a... this is what I would call the... the... I would call ","...I'll take my clothes off and I'll run on the beach. And then I'll get dressed up and then I'll go home and take a shower and get my clothes on and ","I don't know what I want to do, you know. I feel like I'm doing something and then I don't really know what I'm doing. I have to think about it and th","and then I'm like, you know, I'll take a break and then go to lunch. But then I'm gonna have to get back to work and then I'll have to take a break","I was talking to my friend the other day. He has been doing a lot of hiking, and he has a mountain bike. He rides up a hill. And he says, he says, '","I'm looking at the book. And I'm looking at this chapter, which is titled 'The State of the World's Birds.' It says that since the 1970s, there","I'm here in the middle of nowhere in the woods and I'm in the middle of my walk. I'm walking across a meadow and I see some deer up ahead. And then I'","[I'm thinking] about all the little things that I do in the morning. When I first wake up in the morning, I just wake up and I get up and I stretch, I","and that's just how we'd get out there. That was the plan. But then we had to have a plan that included the kids. And then that made it more complicat","I just went to bed. I was doing this job for a long time, but I have a pretty good friend, and we decided to just have a little get-together, you know","so it's a bit of a problem, but I'm not really concerned about it. And then I go over and have a drink. And I've got to go over to the other side,","you know, there's a woman that I know who's kind of a friend of my brother's, you know, and her husband was in a car accident, and the other day I was","it's probably 4:30 in the afternoon right now, so I'm pretty tired. I got a good night's sleep last night, but I'm not sure if I'll be able","the more I think about it the more it bothers me and I really just can't think of a way to fix it and I think that it is just because I can't think ab","I'm a little confused as to whether to do my writing or not. I want to finish the book, but I feel like it's not ready yet. I have some ideas, but the","I don't have a problem with that. It's a lot of work, I've got to remember that. That's one of the things that I think I need to do is to make a","I don't think I'm going to have any more dreams for a few days. It's been a long week. I'll get them back again, though, I just don't think that they","and then I'm thinking that my husband is going to be gone soon, you know, he'll probably be gone soon...and I'm trying to figure out what kind of thin","we're in the woods...all around me are these big trees with mossy trunks, and these big ferns and this big tree, it's a big, big tree, and the trunk","that's what I would have done if I didn't have a 21-year-old kid, you know, the kid that's now in college that would have been about 11,","and then, I know I'm in college, and I was taking a class in American history, and we were reading this book, and I think it was the history of the 18","and so you're like, well, you know, I don't know why they don't just use a camera for a lot of those things, or something that's just like, a lot more","So, it's the little things that can ruin the big things. So, you know, they say you can't afford to do that, you know. I mean, that's, it's","there were some changes, I was on the bus the other day and it was, it was so hot, the air conditioning was blowing in, you could actually feel the ai","I feel like the universe's trying to give me a gift. It's trying to send me a signal of some kind. It's a little bit like I'm going through a period o","okay, so there's, there's a, there's, like, a, a, there was a, a woman in a video I saw, like a documentary or something. I can't","and that's, that's interesting, because the one that was the most surprising was actually the one that I didn't go with at all, which was the one wher","so I'm thinking, you know, what's the one thing that I could change right now if I could change anything about my life and make my life a little bit b","what was your...what was your biggest concern about the job market and being in school and not having a job? Is it the lack of experience? Is it that ","you know, I think one thing I've realized, because I've been on some of the new and emerging technologies, you know, the iPhone and things like that, ","you can't really take responsibility for the things that happen in your life, you can't change them, because you're not a god, you're not omnipotent. ","and then I have this image of, like, this one lady that I know who, that I think has been in, like, the last, the last decade of her life, you know,","I had a dream that I was in an elementary school. I think it was in elementary school or something. And the principal came into my classroom and she h","I just kind of took the book down and opened it up. And I was just looking through it and, I mean, it's like just looking through the pages. I'm looki","so that would be the answer. It's hard to tell where the lines go. It's kind of like a three-dimensional diagram of something. There's a whole bunch o","yeah, you know, I mean, it's not that we can't afford the vacation, it's just that we've been trying to figure out, like, we don't really want to go","what I've been doing since I got here is, you know, I was looking at all my work and I thought I was going to put together a big collection of all my ","I think I should start thinking about how to teach the first year [of a program] for the fall and I think that's the first thing we'll be doing at the","So, I've had this dream I have, but I can't remember it. I have a dream I have about being in an airplane, or a helicopter. I can't tell, but there","So that would have been like, if you got a phone, like a cell phone, it would be, you would have to get a, like a call button. Then when you'd get a","and then the other thing about it is that I don't think you really know what you want unless you've been at it. You know, there's all kinds of people ","what I'd like to do with the kids is make them into little robots. But the problem is that they have a sense of humor, and that's kind of like a progr","my mother is going to be here at 10 o'clock. I have to go to school. I have 9th grade math. It's going to be really hard. They're going","you know what, we had one of these long term plans, you know, like this, that you have to plan to go to school and get a degree or something. And we w","and that was like the most amazing thing. I mean, I don't know if it's going to be that, I just can't remember, but I don't think it was going to be","and then I remember the time I was at this guy's place, and I was like, oh man, this is a guy that I didn't know before, I never met him before, and","I was just thinking about a book that I wrote a couple years ago. It was an anthology of short stories. And in that one, I had this little story about","[W]e had a class with the whole world. There was a woman with a cat named Ruffles. Her cat was adopted from the shelter. And she had a lot of other ca","I mean, it's like if you go to a really bad place like a really bad restaurant or something, it's probably a really bad idea to get sick there. And th","so like you know, I don't have the money so I just have to kind of like go to this place and then like the place is just like this like really small a","I'm not sure whether my mom was having a heart attack. I think she was just stressed out. I'm not sure about that. I think I've had a couple heart att","it's so hard to keep them straight, like with my grandma's house, and then she would move us to her house, then my aunt moved us to her and she moved ","[talking about a recent dream of a group of people all in a room, talking about how they didn't get the memo on something, and how they were all pisse","I got in touch with [friend] on Facebook. And, I thought that would be good because I could just send [him] a quick message and I don't have to wait t","that's why I think that, in this way, the connection between the conscious and subconscious mind, you know, is stronger. It's almost like a kind of a ","so I could say I really enjoy this job and I really enjoy working with you and I really believe in your mission, that you're going to be successful, I","[the] idea of a mental map. So, the mental map, the map is what the person sees when he looks at a physical map. So the person, in their own mind, the","I was thinking about this thing that was going to be published in a magazine that was about, I think it was called the Art of the Future, and it was a","and there was this big thing going on at the time, which I was actually a part of. I was involved in the Whole Earth Catalog, which was an incredible ","[I]n a way, you have to live with your own experience of being an individual. It's a fact of your experience that there's a lot that's going on. The f","I think it is the mind that is the problem. I mean that our mind, the human mind, is the problem because it is so much bigger than the brain. Our brai","now there's a strange thing: I don't know why I don't write this down. And I don't understand why, as I write it down, I can see it more clearly. I","there's a bit of a debate about whether, whether this is an important distinction or not. You can say that there's an important distinction between a ","I'm writing a little bit about a program that I'm currently developing for the NASA Space Station, and it's about the physics of the atmosphere. I hav","And I'm not sure, though I've written on it, but I've thought about it for a while, I'm not absolutely sure that the idea of a basic and fundamental u","it is very clear, in fact, that the phenomenon of time is not simply the function of the passage of events. We can conceive of two cases: either of tw","and that is exactly why I decided that a science of perception must be founded upon a certain empirical basis: the human perceptual apparatus is capab","my name, the name of the universe, the name by which the universe is called in the Vedas, is KRSNA. In that context the word KRSNA is a synonym for Go","I'm afraid that some day in the future I'll make a mistake, I'll make an error. It's so difficult to keep a thought going on. You can't think for long","all these words are about the world, and the world is about a big tree, which is our body and our environment; our world is our environment, our world","And then there's the 'real' thought, the 'true' thought, and that's the thought that is true in every respect of the 'world'. If the 'world' is a thin","there was the figure, a woman, wearing a black cape, carrying a black wand in one hand and a black dagger in the other. There was something that I fel","there is the deep sea, and the great emptiness. The deep sea is dark, and the emptiness is black. The deep sea has a cold, deep, profound, and abysmal","the night is full of ghosts and the dead of all ages and all times, and I am a wanderer, a wanderer. My heart is a great city of wind, I am a great","And suddenly I saw in the darkness, the image of a city, a city with white buildings, with high towers, and a dark river flows through it. But the cit","you must not look at me! You must not look into my eyes, not even when we are alone, and yet I want to see your face! I see your face, I see you in","I'm afraid of going to sleep. I'm afraid I'll never wake up. I can't wake up, I'm dead, I've already died and I'm not waking up. It's","It is like when the night is dark and cold and the sky is filled with clouds, and there is a cold wind, and all is silent... It is like... I do not kn","There's nothing, absolutely nothing there. Only darkness, just blackness, a black nothingness. And you can feel your breath in your face. And it's fre","and all the people were going up and down, and in the middle there was the sea, the whole of it, and it was in a great turmoil. And in the midst of th","And I think that, if we could all live together in the same city, it would be a paradise of peace and joy. And I believe that, in the future, it will ","I could have been a woman, too, if only I'd had the courage to be what I was, and not the female part of myself, but a woman with all the qualities of","and she's already given birth to him, and he is like a stranger to me. He is the child of a woman who is still not of this world, who has no connectio","and I wonder: what did I do to make my mother and father so kind to me? And when I ask myself: what did she do? what did he do? I wonder whether I did","the whole of the world, that you see around you, that you believe to exist, is only a dream, and is not real, nor is anything that you can imagine; ev","I remember it well. I was only one and a half, a little more than one. I had just learned how to walk, and I walked for the first time with my father,","I saw a woman. A woman, she was dressed in a long blue dress, and in front of her lay a white and blue rose. She had a baby in her arms. She looked so","Now I'm thinking about the war. I wonder if this is what war is like for the enemy. What will the enemy think of this country. He may not have known t","and then they're in the mountains, and then they come down and go into the valley. And I think they go in there with the enemy, and there's the battle","And this is why we are in the world to build a community of the nations of the earth that are in conflict. ... It is not so much the nations of Europe","a world of thought and action, and not just a world of action, and that there is a world of thought which is the source of all our action. The world o","a lot of the time when you're working with something new, you have a certain amount of time and you work at the problem in the dark, and then you find","my body, I just wonder what is in the body. I've been reading about it. I've learned things about it. In my own body I've seen the way it can function","it's like a movie in which you're the director and you're in charge. That's an example of how you can be very powerful in the present moment, because ","And in order to make it possible to get rid of all this, to be able to get rid, to be rid of the fear of death, to be free from the fear of death and ","and I'm thinking of what I want to do next, what's next in my life. And I think that if I want to make a contribution to this world, it's going to com","I'm just saying that if the world were not here, if there were not anything there, if it were empty of everything, what would be the point of even hav","I'm really excited. I'm excited about the future. I'm not at all excited about the present. I'm really not. I think it's all going to change, though, ","[I'm] making a list of things I'm going to do when I get up, but I'm also making a list that I don't want to do when I get up. So if","the more you live in your imagination, the more you have control of your life, the more your imagination is important, and the more you live, the less","a lot of the time, I can do something that I'm good at, but I'm not in the mood to do it. I'm in the mood to go on a picnic. I'm","a lot of things in life that you can do. Like, when you're sick, you can do a lot of things, right? So if you're sick and you've got the money,","you know that the world's very hard, and you know that your life is very hard, that you know that life is very tough for most people and you know your","it's a matter of choice... you don't have to be here, you don't even have to have come here if you're not happy about it. But if you're here, if you","I see that as I think of this I don't have to worry about anything. I know that all is well, it's all there is. And it's enough to look at it and say","the idea of getting up and getting out, the idea of being with friends. The idea of not being alone, the idea of not feeling lonely. It's not a bad th","a bit like a new beginning, or maybe it's the first step on a journey... a lot of my ideas of the world come from science fiction. So if I could trave","a woman who is dying. Her body is falling apart. She's crying because of it. Her children have all gone away, and she's been left alone to die. But sh","I think I have to go through what I would call a series of stages of my life, which is a really interesting and intriguing process, which I am finding","And then I thought that I should go and make a note of that. I don't know how much I have to do with that. I do not know whether I will find that or n","so, like, the kind of stuff that I would say, 'I want to be more of a human being than what I currently am'. And, I've always been fascinated with the","the main thing here is to write, write, write. I've never done that. I've been sitting down at the computer. I've typed out. I don't think I've writte","but now the question arises how to measure what one is doing. One thing that can be measured, in some ways, is the duration of the time you spend on a","It is interesting that some of my thoughts have a temporal dimension. There are thoughts of the past that I remember and some of my present thoughts a","you know, my father is quite old, and my mother's going to be old soon. I mean, that's what I see happening, that's the picture of what's going to hap","the last time I had a similar experience was 20 years ago. It was when I was going to bed. I was an undergraduate. I remember the room and the light. ","I have a car, my car is very nice, it is a Subaru, I have been using it for 10 years. I use it for my own purpose, but also for my work","in the end I would say I believe that we should make this world a better place, and that the only way to do that is through peace, and through mutual ","my hand has no fingers anymore, so that's fine, but my head is very, very close to my neck. That's not a problem either. That's a problem. My hands ar","and then we just go out and get what we're going to eat, and then we go back into the house, and that's what we do. And we just keep doing that, we're","so I can see. I see the whole process of the whole thing. I have seen that the whole thing, the whole thing of it is just like the whole thing... of t","and it's just kind of a bad habit that we're getting used to. I mean, in other words, it's kind of a mental block. The fact that we've been, you know","and I have a friend whose name I forgot... and we're talking about something and he was saying something like, 'it's not just what you do, it's how yo","I'm sitting here in the library, you know, and I'm thinking I should be up at this time and I'm not. It's hard for me to get out of bed, you know","I was thinking about the money I just made from the last job I did. I think I'll spend a little bit of it on this car and maybe pay off some of the bi","okay. That's kind of nice. But I got a question. I don't know, it just came to mind. Why is it so important to keep everything in check? I mean, the","So the fact of the matter is, if you want to make money, it's very difficult, but if you want money, it is very easy to do it. The hard part is to mak","I had to ask how many of them were children or adults and it seemed to me that the majority were children, which would seem to be the case. That's int","It was a long time before I really had my first full-time job. And it wasn't because I couldn't find a full-time job; there were a lot of people who c","we need to do a little more thinking on it before we can come up with anything substantial. But, you know, we're working on it. But, I'm not sure what","I think it would be a good idea to have a meeting with all of you today. This could be a very productive meeting. It's very good to get together in a ","[the] only thing that we know [that] we have to do [in order to] be in a position to say to them that we have something that is worth them to consider","we don't need any of that. I just wanted to make sure we're in the right ballpark on these, because we're talking about a lot of things here. That is,","and they're not being good at it. And they're not really, you know, really thinking, which is what I'm trying to get them to do. I mean, it's not,","the thing we've got to get to is a set of data that would allow us to figure out what the value of this particular activity is to the organization. An","well I guess I can use it for what it is and that's the end of it. I mean I'm not going to look at it any more or use it any more. So I'm","the question is how much do these people really know, right? Because this is really a fundamental question, and if the people don't really understand ","that we could see if a person who has a disease has a different way of thinking. For instance, if you had schizophrenia, you have an idea in your head","and then we could, uh, we could use the... uh, the information and knowledge, and we could, and we can use those things to create a framework to be ab","(pause) ... And that would be the biggest challenge is to have this thing, which has all of this data in the back end, and the front end would be this","and then, so then, it's been a little bit longer than the, than the actual thing of the, of the, uh, of the code, of the of the code implementation, b","And that would make a lot of sense in a situation like the one I just described. So, I guess that I'm just curious, you know, why do I do that? Why do","and I think that's what this is about is really not to be able to take away all the distractions from the environment. But to be able to just focus in","you know, it's like when you get up in the morning and you do that routine thing, you know, you wake up, you get dressed and then you start to work ou","so I'm wondering how we're going to get this done, and I'm wondering, you know, whether we're going to be able to have enough money to do it, and I do","I think that a lot of these things that we're doing, that's kind of interesting. We've got our own kind of company and we're doing all kinds of differ","It's a little like a lot of people I know who are doing things like, I'll go to the gym, and it's like, they're there for an hour, and then they'll","I have a problem with being on a work group that's not a very good group. Because it's really hard to know what's going on. I think some people are ju","I've been working on this thing for three months now. I started it a couple of weeks ago and I have to say, this is the first thing that I've made tha","my brother is in a car crash and he's unconscious... I don't know whether it's bad or good for him. But I was in a car accident and I was unconscious ","I'm not sure I feel very strongly about that. I'm not very sure what to say. I mean, there's a lot of things going on. We don't have enough informatio","it's like, they're saying we should be doing the same thing... you know, just do the same thing, but what is that... [chuckles] what is that supposed ","it's been a lot of days. It's been a few days. I don't know how much time has passed since my last thought about you. It was just before I said hi. I","it is like when we were working together in our lab and I said I'd been doing this for twenty years, and he said, I think, you've been doing this twen","and what I'm going to do is try to keep track of this. It's about the time. I'm going on to the next one. I'm looking at the 11:0","I can't get any sleep because I'm still thinking about the book. The last thing I wanted was to be alone on a Saturday. I was so excited to get here a","you know that's true about the [words on] the [card]. They're like, I'll make this the title, and you can put anything in the subtitle. But the subtit","and this is the moment that is so sad for me, right? Because, that was when I knew I would be married, right? That was the day. And it was so good. I","I'm thinking of a story that I'm trying to write that's very short, that's got a lot to do with the subject of the story and how it got to be the stor","and now I think I'll tell a little story...I was telling the story of the boy who wanted a pony, and I thought about the pony and he had a pony, that ","and that was it and I had to write down the thing that I had heard about the, um, the person who was the... (pause) ... I don't know what to write. (","this is a thing we talk about in the workplace all the time: how do you set up a meeting so that everyone is on the same page? Because so often what h","but you know what I'm thinking, like, the problem that I'm facing right now, which is, like, this is my first time using the camera, and I want to kno","you're not gonna make it this year. But, what are you gonna do? You're not gonna do anything about it, are you? I don't know why it's like that. I","I have a brother... I have a sister... I'm on a plane, going to California, we have to... get on... the plane and get to California, but... but, but.."],["I've got a friend who used to work for me at a place called the Kelsey Institute. It's a research institute down in Miami, Florida. He did a lot of wo","in the middle of this book, I remember I was doing something in the middle of a chapter, and I was in the middle somewhere, and I just can't remember,","I know this is all silly. You know what's going on. What's going on is that I'm not going to be able to get you the books that you want, and I'm going","I'm worried about my son and daughter-in-law. They have this baby and he's really sick and they've been having a lot of problems. They were supposed t","I am talking to you now and you can hear me and I don't have a phone with me so I can't get the phone to call the doctor and I'm wondering how that wo","the 9-11 [sic] happened on that day, and all those people were dead. And then my brother was killed and they told me, 'You don't have to come,'","I was thinking about what you told me. You know, my whole life was so far from anything I imagined. I just came up with the idea of this being a place","and then it was really nice. It was very, very nice. Very, very, very very very nice. That is good, that is really good. That's a great ending for the","I want to know what he had in mind, what he was thinking about. I'm sure that's why I got involved in this. I mean I'm a woman, I've had a lot","and I know how you feel. You can't even talk to anybody. You know how it is, right, I know it's a pain. You can sit here, you can talk to somebody","I just want to say one more thing that I haven't said yet. And that is that we should have a bigger problem. I want you to think of that as a real pro","it is like being on a computer... [sigh] It's a funny thing. You just sit there and think and you just see the same things popping up over and over an","I feel like I'm in a sort of... kind of a nightmare, like I've had. I have been dreaming for two days, I think, or three days. It's a horrible nightma","and now I'm feeling really nervous about this because I've only been studying for like one day. But I feel that it's probably not the worst case scena","there's something in the mind that has a bit of an influence on the body, so we know that the mind has an effect on the body. This is the case with de","I'm getting more and more curious as I do these tests because I'm finding I am very very bad at some of them, and I'm very very good at some of them a","I have an image of my dad... he was a very smart guy. He had a lot of books on his shelf and was always reading books and things. He was always readin","it's not only that. You've got the idea that you're really in charge of your life, and I think I believe that. I've always believed that. And that's w","So you know what I do? I was involved with a bunch of guys from high school. We were all in a band, a jazz band. That was about 10 years ago. We","I have a brother who's a lawyer who's in Texas. He's a real smart guy, and he has a really good sense of humor. He's got a couple of buddies at UT.","I have been reading a book about the American Civil War. So the Confederacy, right. That's right. Yeah, well, I don't know why, I guess I just assumed","and I'm looking at the the the the top of my the the top the top of the top of this building and I'm looking up to this building and it's so it's so h","I think that... the one thing that's kind of scary... about that is... that the people that are the most successful... in terms of... just... whatever","I am writing a paper on this. I am writing a research paper on this, and it's on this topic of what is the nature of consciousness. I'm wondering, wha","this is a very difficult problem because what I don't like about this problem is the fact that I'm not able to just sort of think of a way to solve th","but I don't really like them that way. So it's more like an open question. But there's an answer. You can make that. But you need to show it's true. T","there's an image that pops into my head which is the classic definition of a poodle. It's an image of a poodle with all its fur, the whole thing, but ","[I]f you think of a room, how do you imagine it? You might have a room that's a cubical box, where each edge is, I dunno, 5 feet","So I just thought of the fact that when you put in a new algorithm, there is a very clear time to do the new algorithm. We can see exactly which one o","you see it's just a little bit different than how we did this last time. The main difference is we're going to be doing two different kinds of things,","and so the process of discovery and then the process of analysis, where you might take the discovery that there are these two numbers, one, and three,","the computer and the mouse, and the mouse and the mousepad. That's the mouse. That's a mouse. The mouse is the device that you use to move the cursor ","It's not something that I'm aware of, but you're saying that the only way to learn is to go through these very tiny steps, right? And that's not what ","So now, you know that in any given time, 65 percent of the time the human mind is focused on something else. So the idea of a human mind, in order to ","so this is a very interesting subject. I just have to say I am really enjoying this session. I am really happy with the results, that is the first thi","Okay. So there's a number, 8. So if I want to write a number that is 7 times as big as that number, it would be 56. If I want","(20 min later) Okay. And now, what I want to do is to tell you about the area of the brain that's being active here. We are now going to try to locate","and now, so far, we are up to 1799, and there was a very simple, very elementary, very elementary question of this one here, that they did not really ","I have to tell you, I don't know what to do with this. It's kind of hard to tell what it is, but it's kind of like if you were to take the standard","I'm thinking of how we could use this as a test. ... Well, it's a test that we have for testing. The thing is, we could do this with the two sensors, ","that's right. I'm working on a lot of things. I'm trying to solve a lot of problems at the same time, but I'm not sure if they are even possible. They","... ... the idea of a universe that is really random, and then the idea of human intelligence, is to have a system that's random, and is not random, b","this is what's happening to my mind... this is the stuff that comes through and this is what the mind is doing. If you put it in terms of a Turing mac","So the thing I have been trying to do is to use the time as efficiently as possible. That's why the time is broken up into 30-second chunks. If I have","it's hard to tell what is just thought and what is just the effect of the previous action, because it's hard for the system to tell if it's an effect ","... I'm in the middle of something. I have an idea, and then I'm thinking of another idea, and I'm thinking it's not a great idea, but I'll make a sma","2 + 2 = 4, 3 + 3 = 6, 4 + 4 = 8, 5 + 5 = 10. This is the","[423] 19:04:30 [424] ... 0.4, 1.0, 16.0, ..., 1.","I'll need to write out the result of the calculations in my calculator, and then I can multiply it by the number of computers in the world, to get the","now I'm going to think of some words, like for a minute I'm going to write down 25 words that begin with the letter 'M' ... and so far I've got m","100, 200, 300, you can get the idea. ... 800, 900, 1000. ... So","I'm not really sure what's going on here, but I'm not sure. And I'm wondering why I'm not just thinking of all these words. So I'm wondering, if I tak","[this is the result of] taking a whole bunch of [numbers] and adding them together. So that's the first part, the first part is that. So the first par","there's 783 to 787 of it, 780 of it, so I think it's going to be 786. I'm looking at the table","10.000 years ago. And I was in 1972. And I had a dream about the 2080. And I said 207","so the 11th iteration is 383326 and 10th iteration is what is it? 38213836 and the 12","201. The 6. 202. The 7. 203. The 8. 204. The 9. 205","I want to go and check the log... yeah, let's go there... there's one there... yeah, I found it, but now the other one's in there... oh, no,","so you take a certain value of the system and you multiply it by the number of elements and that is the number of the system. But if you have a system","and if this is the case, then we should be able to construct a random graph from an adjacency matrix such that this property holds. We can do this by ","and the only way of doing it is to divide them by three. I've got 143, so I can say that the only way of getting there is to divide it by three.","I remember that the sun rises at 7:05 in the morning. ... But I think this is the only way to make the calculations. ... 57554 * 4","Now I think I have to do something with this formula. Now I have to work it out and I get this term. I have to replace all the x by 1 + y. And I","a rectangular hyperbola of radius 2 in a plane with 2D polar coordinates. (Note: the 'polar coordinates' are not the ordinary polar coordinates, i.e. ","then a million times 25. 125 million. It would take 2000 years of a thousand workers to write all the numbers in the universe if we use a base","and so on. Now I'm at the beginning of this. If we're at the beginning, and I'm at the end, then there is the point between beginning and end. We have","the first one that came to mind was the sum of the first 100 squares...and that is 101 50. You know that 1 2 + 2","oh I see, I see, yes, that makes sense, I see how you see that. I see how it goes on, the little arrows. Oh, you can see the whole thing from","3.00, 6.00... 8.00 hours. In other words: I'm sleeping 12 hours every 24 hours. Therefore: 3","so 0.25 and 0.50, how to compute that. You take 0.8 - 0.01, 0.4 and 0.7","and then I remembered the last time I wrote this and it took 5-10 minutes to type, so this might take a long time. The other thing is I need to start ","and I had the impression that the brain was moving slower. But that's only a thought, I guess, so I would have to measure that by measuring the time i","I have two 3x5 cards with the same content and same position. I can place either one on the top of the other, so the resulting height of the stack is ","okay... so we're going to do the whole thing over again but with 80 percent of the participants using only 20 percent of their memory and then we're g","and they don't know the names of the objects because we've never told them. I mean, we've given them labels for the objects, but those are the labels ","the thing I'd been trying to do was to think about the things that I do on my computer, and try to see if I could fit them into some kind of mathemati","the way a child will have a picture of a house and then he's going to have a picture on top of it of an airplane and he's going to think of a picture ","now i can use my knowledge of physics to calculate the speed of a moving object as a function of time. let me take an object with no net force acting ","so then I guess you take the square root of both sides. And I was just trying to think why it was that a minus a times a minus a is a plus a. But I gu","The first time I read it, I thought it was just a silly thing. It seemed like it was just playing with numbers, like a magic trick. And then it struck","It is a lot of fun to do a think-aloud study on the problem of time. When I try to think about it, I end up with all of these other problems, like the","The first thing I want to say is that there are certain things in life that can be described using one or two words. For example, the first thing is t","and the thing is that if the plane was flying 100 miles an hour, and I started the plane, so that it was going 200 miles per hour, then I would","the idea of a random walk is the sum of independent, identical steps, and the statistics of random walks are well-known. This is a little bit differen","and that's the point. Well, I guess that is the point of this example, and I can show you another example. You have some idea of this in terms of a th","I think they could also have a central value of 10 and a central variance of 1 and see that the variances in the two distributions are actually equal.","a little girl who is on a train. She is just sitting there looking out the window. The train is going across the country. It's a long train and it's g","it's 78 degrees out there. That is 78 centigrade. The conversion is 140 Fahrenheit, which is 40 degrees, or 290 degrees","I am in the dark now, a black hole. This is a black hole, the big black hole, there's no light coming in or out. There's no energy going in or out,","the brain of the universe, the brain of our solar system is spinning at a million kilometers per hour and it's got the sun at one of the poles, and it","234... 236... 251... 285... 298... 201... 600... 900...","yeah, well, I'm in my room. I'm laying down. And, I'm thinking. Well, I'm sitting down at a table. I'm looking at this, I've got","15 25 40 45 180 810 3240 12960 51840 20","and then I get really excited and I can't get away. I mean, you're just stuck on that screen, so you have to find a way to get away. So I figure out t","now I am not going to do this because I don't have time to do this... I can do this because it is only 10 seconds of work but I need to do this on my","okay, that's a little bit of a trick, but here's a little something you can do in the middle of the day if you're on a plane or whatever... you're not","I wonder how many seconds in the future do we have. I can't think of a way to tell. Let's say 60 seconds. Let's assume we have 60 seconds before","so this is how you do this. It's a little bit like that one, but then you start at the center of the wheel and you do all the other stuff and then you","[I think] there's this big red square that goes down, like this. This is the first one. Then this one is just like it, but the little corner bits go d","I'm going to have to go to the toilet, I'm not going to have anything in my head that's not a number, you know. 1.20, 1.3","So if you have 2500 people and you just want 30% of the sample to get the first vaccine, you do 750, right? And the other","I'll go and see what the kids are up to. The other thing, if we need to do anything to the kids, we will be at the station on the 23rd. And","it was a bit like the sort of thing you'd find on a slide deck, that they're a bit more of a more of a less... well, not less, but they're a little","I'm still trying to think about what I'm doing with this and where I'm going to put it, but I've already got it down for like 84 pages, so I've alread","I am looking at a lot of things and it's all been very interesting, very fun, and I have just started to think about what it would be like to start bu","I know why I'm here. It's about what happened to me after the party last night and what I'm going to do with my life and what I can do to help make th","And you're still having fun doing this thing, it's been going on for a while now, a lot of time. It's been going for a while, and you've had time to t","I just went over this. It was a problem with the last 64-bit integer. So it was actually in the middle of this and this and this. So that's kind of we","oh and also like the 3000 to 4000 and uh one of the things that i was thinking about and i think i've already said but it's kind of worth","I think that there is a way to get the information I need for each one of those things, but it is going to be more complicated than just throwing that","my brain is currently working on a bunch of different things. It's not really an order of operations. It's more like, oh, I want to work on this thing","like, a lot of people who don't use a lot of computers, they use computers, so I mean, it's like, it's kind of like, well, the internet is kind of","[T]here's the [unintelligible] that's already done, which is great. There's the ones that are going on. I'm having a thought about, like, [","it's like I'm watching like a movie of like... the person that's doing all of the work. Like... I'm seeing like the person that I'm watching the... I'","a lot of people on here who have, like, a lot of money, they don't seem to be happy at all. Like, there's, like, no one who's, like,","and I've seen some of the photos that I took over the years, and some of them are like, are not that good. And they're, you know, they're really not t","there was a guy that I met in a bar. He's like this, this guy is this, that's a really good one. I don't know if it's a good one. Like","and it's just a whole lot of things. It's just like there's no like one thing. You can just go down, you know. And that's the most amazing thing is ju","you have a new job or you're working at home or you're freelancing or something... like that's a great... I think it's a great idea. The reason why I ","there's no one for me to talk to. I mean I mean I know you can't, you know you can call my friends, but like I'm, I'm like really busy with a","umm, uh, i guess i've been thinking about what i'm going to do with my time when i retire, and it's kind of been a little scary i guess, because i'm","my body's on the ground, but my mind's in my head. It's hard to tell. My legs are still, I can't feel them. They feel cold. But I don't","I want to ask my girlfriend if I can date her for a while, and she's like, 'no,' and I'm like, 'I'll get back to you later' or something like","the first thing I want to do is go to the bathroom. Okay, let me go to the bathroom and take a look at the floor plan again, so that I'm clear on whic","[T]hinking of [a] [a] new product. Like a [a] product that's already on the [a] market, it's kind of like a new flavor of","the worst part was when I was driving and the guy just started to get into my lane without realizing it so I just tried to avoid hitting him. I was in","I'm working on a video right now. I'm trying to write a video script. It's about me having a conversation with a friend about me having to get some eq","okay so, I think, well I'm just trying to think of things that I think would be interesting, like maybe I could say, okay, I have this idea for this b","[00:00:49] I wonder if I could take an hour nap during this. [00:01:11] I wonder what I should eat for dinner","I'm currently looking at the 2024 Google Cloud Summit schedule. I've got an interview with my employer scheduled for today at 2:30 PM, so I need to ge","I'm a student at the University of Edinburgh in the UK. So, I'm an international student. I'm currently in my third year and I'm in my final year, but","so if you look at this, this is kind of my current view of what we need to do. But we want to start out with a couple of things. I think we need to cr","and you have a very good point there, because there is a very important thing, that you can also talk about that, that you actually can talk about tha","it's an important thing, actually. I remember my first day at the university. I was so excited and nervous about it. I was like, 'I'm going to do a Ph","it was a few days ago. It was my birthday, and it was the last day that I had before I moved. So, I started going through my stuff, and I went through","yeah, well, there's a lot of things that are going on in the world that we don't see in our day-to-day life. But you can just see the big picture when","and I've got this whole bunch of things going on with work and I'm just trying to keep my head above water and I'm trying to figure out what's going o","I got to think a lot about how I can kind of get my health in order in terms of, you know, because I, I, I just, I'm in a really weird spot right","so it's a good day today, it's a new year and I've been looking forward to this, to having a little bit more free time, maybe a little bit of a break ","and then, I was just in, I was like, I don't know, I guess it's something that's in the back of my mind, but I'm in a very good place.","so that's where the problem is I think it's kind of like a time management issue. So I've been doing a lot of work I've been working in the kitchen a ","we have a project that's going to be on the 12th of October, that's what we're planning to do, but I don't know if there's anything more to add to","I'm so excited to start the new year because I think I'm going to get a lot done. I feel like I'm going to do a lot of new things and get a lot of thi","So I just came from the meeting about the budget for this year, so that's going to be a very big meeting, so I think they're going to probably be pret","I can see this project going to the ground, I'm really worried about it because we're going to have to go on the ground in the summer. And then we're ","and the first one is for a new location, we're going to build a new location for a new place and it's going to be the location that we'll be starting ","what are the best practices for, like, how to write a code review. So like, what are the, like, what's the, like the, the, like most effective ways, t","my office is next to the 21st floor. We have a very nice office. And I just started my new job today. It is very exciting for me, but I am really stru","and I thought this was a very good idea. I'm like, I can't think of anything better. And then I thought of the new project that I had. I wanted to do ","and then, the second, that was when the second thing happened, and that was when I got the first two shots to go through, because I was getting ready ","and then I'm thinking I don't really have that much stuff that I need to do with my schedule. I'm thinking well, I'll see what I can do and then I'll ","the guy in the bar is going to say, 'Hey, we have this new guy, let's go out for drinks, and I'm just like, I'm like, oh, okay.","I remember the first time I got on a plane and I was terrified. I think I got to the gate and I was like, oh my God, I can't do this. And I had","the government is a great big ... and then there's a group of people who are trying to figure out what this whole government is doing and trying to fi","I am listening to a podcast about the importance of learning how to drive and how the way that they do it has changed over the last 20 years. So, it's","this is not a good idea, but I think if we want to be a long-term partner then we should have long-term goals for both the company and the customers a","I'm looking at my phone again. And I'm going to tell you that I was doing this during the pandemic, I've been doing this during lockdown. And so, I wa","I have been watching these things on TV. I think the worst thing in the last year is, I'm a very optimistic person. I feel like it's been the best yea","I've been thinking about, like, my class I teach, like, this semester. I teach, I teach a course on, you know, modern, you know modern art, modern and","the part that I have the most trouble with in my work is that, it's very common that I need to communicate with people outside of my immediate field a","And so, I think you're trying to do the work of a whole industry of people in this country, which is, we should have a better approach to this. And th","It's funny, because there's an ongoing debate in the media right now about the importance of having a nuclear deterrent for the US. And this has been ","that is, that the other thing we should be able to do is to have the system that, say, the U.S. government, or the government of any other country, an","the reason for that is, I think, that the internet is a place that allows people to express themselves freely, and a lot of the times they feel that t","I have a very simple definition of the word. It's not what people are telling me it is. What do I mean by 'quality'? 'Quality' is a word that is used ","you know, you know, I don't think that they're going to be very good. You know, the fact that they're not going to be able to help. You know? And so","I mean, we had a meeting just a few months ago on the new tool and the way we should be using it. I have a lot of ideas on how I think that we should ","I was thinking about the next step. How I'll try to make this. What are the next steps in terms of the actual delivery? So, for example, if you can't ","and I think it's important that we have a way to model, like in the context of a company, you know, if we think about AI, and if we want to get the be","I see this and the last time I was at the hospital, they were just starting to implement some of the new things, and the last thing they were doing wa","what's the difference between that and like a normal sort of conversation or something, like a meeting with somebody? I mean, so, a normal sort of mee","the thing I do not like about the process of scientific publishing is that it is very slow and very expensive and very competitive. And the scientific","uh, my brother, one of my brothers, he has a family, um, his children are teenagers, they're like in high school and, um, and one of them is in colleg","I mean, you know, when you have these sorts of conversations, and you don't know the background of the people you're talking to, it's a real challenge","I had a little bit of trouble when I had to work on my thesis and the deadline was very tight, and my partner was not doing what he was supposed to be","I have been very, very surprised by how much I've learned. I've been reading, and I've learned a lot. And I've also been doing a lot of stuff on my ow","yeah I think I have a plan here so I am looking at the question so what is the question going to be it's gonna be I think I'm gonna have a pretty big ","I have a lot of interesting things I could do with the time I have left in my life. I've got to decide what's most important and how to make time for ","I'm not sure what it is. I have a couple of ideas, but I'm not really sure if they are going to work. I'm thinking of having some type of online surve","I'll be out of the country on a couple of weekends. I'm going to be in San Diego in February, then in Dallas in March. I'll be going to the Midwestern","I'm talking to someone. I've just talked to someone. We've been talking a little bit. They were interested in some of the stuff we've been working on.","I feel like I have a lot of responsibilities to my family and the people that I'm working with and I don't feel like I've really been able to get out ","I was reading this paper that the other day that I had written a paper on the fact that the people that were living in the community, in the old days ","And so, in order to get good data, the next step is to make sure that you're actually going to have that data, and you've got the software that you're","yeah, you're right. You know, we're in a place where we have a lot of different opportunities to work together as a team and to have some of those cha","the whole world's just so much more complicated than that. And then you have the added benefit of the fact that, you know, a lot of our relationships ","I'm just looking for things that have happened over the last year, so that I have something to say about, and that's in the research domain of my expe","I have an idea that I want to expand, which is that a lot of people are taking advantage of the pandemic in their own way, which is to say that it's a","the stuff you do with your phone. Like if you want to do some stuff to your computer, you have to first go to your phone to get to that computer, and ","okay, I guess what I want to do is go back to the part of the class where I was like, okay, well I just had a discussion about like what should I do a","and that's a whole bunch of different things that would be nice to have. So I'm thinking about that a little bit. The next thing is going to be more o","what does it feel like when a neural network, a model that is trained on data, is really able to generalize and perform on some data that it hasn't se","I was reading a paper in Nature about this paper called... I am doing this for a lab report... about... you know, how can we use artificial intelligen","I'm not sure if that's a problem or not. It's like a thing that you just have to deal with. I don't want to use too much of the word 'problem', becaus","and I think about the process of becoming an expert, and how much of that is actually in the data that you've seen. So I'm thinking about that a lot r","okay. The first thing that popped into my mind was the idea of... yeah. The idea of the mind as a kind of a tool for perception of the external world.","and that's the thing, though. The reason why it's important for me to do this is because I have a lot of theories in my head, and I need to find some ","and if I could come up with a solution to all of those problems, I would be an absolute genius. But in reality, I just know a few things, I know a lot","the 'convergence' of my attention, and that is the idea of bringing all of my attention together to be able to focus on a single goal. Now, there's a ","okay so you've got the machine learning and the deep learning algorithms for image recognition and object recognition and natural language processing.","and then there's the idea that all these things have to be taken together and integrated, because the more you take things apart, you lose that unity.","and you have a function that has an internal representation, that you can think about. And the problem is that you have a representation that's a lot ","I'm not going to be able to do that, and there's no reason that I should be able to, and you're just going to have to put up with it. And it's not","I've got the world of computer science. So the world of CS is in a sense an idealized version of the real world, that's what it is. The real world is ","so what I'm looking for is an explicit, maybe not mathematical, but something that is more precise in describing, understanding the nature of the mind","the best thing about it is that I've done this for years, and I know that I've got this problem. And so I'm just trying to think about what I do in th","what happens when I'm lying on a couch and I'm thinking. Is there a thought that's running through my mind, or is my mind empty? ... I can say, okay, ","what's really important in science is to find the truth, or to find the right theory that's supported by the evidence, that's consistent with the evid","my dream was about me being on a train and thinking that I was going to the airport. And I was on a train that was going in the direction of the airpo","The little boy is very... very good. I wonder, do they know this. Maybe this is a bit of a lie. I mean, they don't know, they think they know. If","and in the middle of the night, it's very hard to fall asleep. It's very difficult to fall asleep, and the worst part is that you wake up in the middl","I can't remember when I last ate anything. I'm pretty hungry. I haven't eaten anything since 3:00 or 4:00 in the morning, maybe a little more","I remember a little girl who was like me when I was a kid. She had a red cap and she was wearing a sweater like I did. I remember going into her house","I was going to get up. I don't know why, I got up and I sat down and I thought I'd just lay there. I started thinking, like I was a little kid and","this is the fifth time in three days that I've had this thought, and it's got to be in the same time frame, so it must have been happening for a while","[I am] in the house... [and] I'm sitting down. [I'm] just staring at the table and the carpet and I'm thinking about the time I was in high school","I've had a number of things happen in my life in the past, but it's hard to keep up with all of them. My mind has a way of keeping track of things, bu","And I have a feeling that he's still there somewhere, and it's the way that he's looking that kind of gets me, because his eyes are, I'm sure they're ","and the world is such a nice place to live in. I love that it's a place of opportunity and all of these wonderful things and all the things that I thi","that's what I was talking about earlier, right? [smile] So, this is what we're talking about...that's why, you know, the way that the universe seems t","it was a very beautiful evening. And we were just outside the window. And it was really beautiful, the way the light was coming through the window and","And I'm watching this woman, a little woman, and she's taking off her hat and she's turning it over, and she puts her hands together and she's holding","a memory, you know, about the past and things like that. And then you think, well, it's a long time ago, and the things that happened then aren't impo","I'll be overjoyed when you get your work finished. I'll be so proud when you get it over with. I think it's nice to have a chance to do something on m","the morning of the first day we've got to get up early. We've got to make sure the camp's ready and everything's ready. We have to get up with the sun","you don't know what the day's gonna be like and then you just go with it, it's great. It's a good day, it's a beautiful day, I love that. It","I'm getting ready to go to work. I'm going to meet my sister. She's going to have a party for me. We're going to have dinner together. I've got to mee","And you know, I was talking to my friend the other day, you know, that I was thinking of going up to that place to play. And he said, 'I'm going with ","I think it would be really great to go out there, the whole family would go out there for the summer, and the girls would have to do their summer thin","the thing I like about the TV is the kids' shows. I like watching them. I watch them. I'll have a cup of coffee in front of the TV, and watch them. An","and I'm getting kind of a feeling of like, how much like a big time loser am I, and I don't know that I'm a big time loser, like it's like a lot","I think that I need to take a nap... I'm getting tired of doing these studies... I'm tired of doing all these studies. I'm tired... I've done this stu","you know, I was at the movie theater with my husband yesterday and, you know, the kids, you know what I mean, they're so busy texting each other, you ","the big ones. I guess this is the end of the summer vacation. I was thinking about what I was going to do during the summer. I took a break from worki","I think my son and I have talked about what it's going to be like when we go to New Hampshire [to go to school] and we were just talking about getting","and then I think, if the next 3 days are not very bad, the rest of the summer will be great. That's really exciting. And I think that I'm going to be ","and, I was thinking about going to the bookstore. The bookstore has a new line of books coming out and they are all in their new little window that I ","we had a new person. It's been a while since we've had a new person. I don't know if I remember what she said, but it was probably about some sort of ","I'm really into the whole, the whole, oh my god, I'm really, really into the, you know, I'm into the, into the, the, you know... Oh,","I've seen my mom at the grocery store with her new haircut... Oh, you know... so I was like, wow, this is what I want. You know, I've never had a","and so...it's not just a matter of taking the time to get to know the people, you know, but...they want you to get to know them. They want you to know","And I'm going to, um... I'm going to get up and go get my wallet, because I forgot to take my wallet with me, um, and then I'm going, I'm","my friend...who just got a new baby, we're going to go over and help her take care of it. My friend... my friend and I are going to go and help her. S","and then I think about how I could lose my job, if I'm not good enough, so I think about that, but I think about it, and then I think that I have a fa","and this is where they've put the trees. (indicates) ... this is where the house was. (indicate) ... and this is the barn (indicates). ... so then you","the problem was that I didn't want to get into that conversation. ... I had some sort of thing that I was worried about, or some thing I didn't know w","it's so hot in here, isn't it? ... yes. I wonder if people have noticed that there's a bug in this room or something. ... It's the same bug, isn't","I would like to put the question to the audience: who is there who is not married? If no one puts up their hand, then there will be some people who ar","I remember I'm watching a movie. I remember I can't remember the name of it, but I think it's something from the last few years. I remember the first ","I am on the stage, in the dark, but the crowd is in the light...and they're chanting, 'F**k the king!' and I'm the king and I'm on fire","I'm going to tell you a story and I don't know if you've heard it, I'll just say, and I'll tell you a joke and I don't think you've heard that","The thought was of the brain itself, the brain and the other part of the brain, the part of the brain that makes the words and that part of the mind t","this is where we start getting into the problems of the 1950s...there was a movement at that time which was called the 'New Criticism'...and that was ","I think of it as a kind of psychological experiment, where one tries to get inside a person's brain. You know, for the brain itself to be a kind of co","and so that would have a great deal to do with the way the brain works, because we know from studies of the brain that the brain does not work by line","we are very aware of the fact that we are engaged in the research, and that we are aware of what is going on around us, and that there is a lot of thi","the last two lines were written in the language of the computer, the language that I have had to use when I'm working in the computer, and they were w","[I] can't remember how to say that. I can't remember the name of the city. And this is a bit of a problem for me because I was born in that city, and","I was looking at some of the words you were saying about what people were saying about me and I think they were not very accurate representations of h","[t]here's a woman in the room now; I think her name's Judith. I think she's the person who's going to make the decision. She's the one who's going","we can do it with the same type of car, but there'll be some different cars. But the thing I wanted to talk to you about was I'd like to have one or t","And then I realized that I had no idea of the reason for my life, and I didn't know what was going to happen next. I don't know where I'm going, what'","there are all these people in a place...a place that I used to go to...the place I used to work, a big factory. The people that used to work in that f","I think it's kind of neat. I mean I've got it on a CD, but I've only got one copy. It's on a CD-R. It's like I said, it","I'm not sure how I'd do that. I mean, I haven't done it before. It's kind of interesting. You know, the way I see it, if I was a very","there's a couple of people who are driving to work, and one of them is driving to work in a car, and it's a big truck and it's going really fast, and ","and then I'm in my truck, and I'm on a highway. And I'm going to go to San Diego, I'm going somewhere in the west. It's kind of like in the","I've got my hand here and I've got my foot here. Now I've got a little doggy in front of me. He's little. Little doggy. He's about a foot","this is the kind of thing we're doing right now...and I can tell you the way it was supposed to be...the first time you came in here was, you had to g","and a man was standing here on the street in the rain. The rain was coming down and it was a clear sky and I was thinking about how it was a nice day ","and I was looking out my window at my house, and it was kind of cold out there, and I could see the tree branches moving, and I was thinking about how","I am still thinking about this... the light is starting to get darker, and we can hear the wind blowing... that is, we can hear a little, and I can he","and you know, there's a lot of people, they don't see me very much. They see me, but they don't know what's going on. And then there's just like,","I'm sitting on a stool with my feet on the floor, I'm in a dark room... I'm thinking about a little kid with a hammer... I'm talking to her... I'm in","I was thinking, I'm gonna have a day like this in a month, then a month and a month. This is a little bit of a vacation for me. I'm not going to work","[the] things we have to remember, for example. [He gestures.] That's where the problems are. I have to remember things. If I forget things, it's like ","we could do a good amount of research in the future. There's a lot to be done with that. ...I was looking at the effects of air pollution and the effe","the next morning, and I'm going to go to bed, and I have to get up early. I don't know if I'm going out, I think maybe I'm going to work,","that's what you mean by it, it's called the 'noticing,' the 'noting.' You can tell me about that. It's like you're in a supermarket or a store and","a lot of people have a lot of trouble with their mental health, and there are lots of people with mental disorders that I would think have been diagno","you know I just don't do that stuff. I don't go to the mall. I don't drive to the mall or anything like that. I mean I don't really want to, I","and there's like, I think, a lot of stuff in my brain, but it's really not in my brain. There's not that much, because you have to be focused. I mean","So the point is that you know you know everything there is to know about the universe and the universe is all that you are, right? I mean it's like yo","I've been thinking a lot about the question of death. How does death affect one's perception of life, and of their life? I feel like the way that we'r","I'm very interested in the history of this stuff and also the technology of it. I think the reason why we've been able to have so much history, I'm no","and it's not the same, but it's the same, and it's the different. It's the different and the same. In my work, I have a tendency to go into the '","and then, that's, I'm thinking of my mom's funeral and all that happened, and I, and I'm, I'm, and I'm also thinking of my dad's, you","And I think it's really interesting when you're trying to do something and you're trying and you're not getting it, and then you just give up and you'","the rest of this is just the same, right? That I'm gonna be here tomorrow and then I'll do it tomorrow. And I'll do this for the next several weeks or","I have a lot of projects... I have this project of my own. I want to write a book about it, but it's not going to be finished, because there's always ","and I think that I have to get a better grasp of this, the way the world's going. I mean, I think that the way that I've always been thinking about it","and then in the end we'll be here...we'll be here but there's a couple of other places that are more important that are more like what we call 'the so","what I've noticed about our life is that when we don't have our bodies working well, that's when we're able to be more creative, able to get into more","we had a good year last year. I had a good time at work and had some fun at work. I had good friendships, I had some fun, some good times. I'm sure th","I have a lot of good and bad in my life, but I would like to have a life that is not so good. I don't want to be the most popular person in the school","you're going to get a big promotion. They'll say that you've done a great job and that you're a good manager and so on. You're going to have a lot of ","I'm thinking about how many different things that can happen, you know, if you were to invest in a company, or you're going to be a partner in a compa","a good, a good, good, good relationship, and that was a lot of it, right, but I'm really trying to, I'm really, I'm, I'm looking for,","you know that in the beginning of the human race, the first humans were like you and I, right? They were intelligent, they were capable of having chil","And then there were 2200 or something, and we were all going to get a head start on this, and then there'd be a little bit more time. But then we'd","and I think that we're in the same boat. That we're going to be able to handle this thing. I think that it's going to be pretty much okay, if we just-","and you know I am going to be late, and I have a lot of work to do at the school. And I don't think I will be able to do it, because of the fact","we've got a problem with a big building here in New York City, and the problem is, they've got a big building with a bunch of little offices, and a bi","I have this idea of taking a year off of work and going around the world. It's kind of funny that I haven't done this before. I've always been interes","and I think that the reason it's a thing that I'm just as willing to go into that as I am to go out on the plane. Because I don't get up on the plane ","I've got a car. I've got a new car. I'm going to be going somewhere. I'm gonna be driving, I'm gonna take my new car and drive, I'm going","this is all just some stuff that I've learned on my own. I learned how to do this, and this is the best I can do, but there's a whole lot more I want ","oh, we're gonna get a lot of stuff. They're gonna get it all in. What I want to do is build it, but what's gonna happen is they're gonna get all the","I have a car. I'm going to sell the car and I'm going to get a truck. I'm trying to buy a truck, but it's got to be a truck that I can","you can see if you make a couple of quick decisions that it's gonna be okay, but if you get a little bit more involved, it'll be like, oh man, this is","oh my God, my husband's got to get back in the car and head over to the church. My God, it's not going to be good for him, no good at all. He","And I got the phone and I called her and I told her that we're gonna be late tonight and she's gonna have to stay home and I told her I'll be home by ","I don't like to use the words 'sperm bank,' I think there's got to be another word. The whole thing is just a little too cold and clinical for me. And","And then you go to bed, and you dream, and you've been dreaming about this, and you wake up and you're in bed, and there's a hole in your wall. That's","I don't know why, but I can't seem to get a good night's sleep lately. I keep thinking I've got something coming up in the morning, some event of some","I want to get over this whole thing of how I'm not a good person. I mean, it's not like I'm not. It's just I don't fit in with a lot of","there was a woman there, and I could not see her face. But she was wearing a mask. I did not know why. I thought it was just some kind of a dress. But","the night I had an attack of sleep terror in the hospital, the first one. That's when I first realized that they're not dreams. I'd wakened to find my","I am thinking of a very long conversation I had with you, which went on for more than an hour. And you know I'm still thinking about it. I can't get i","the one thing that always worries me about my job is what happens if I ever have to take the job seriously. I know I wouldn't. It's not my style. I ju","I think of my life. I think of all the years, I've had a lot of work, I think of work I've done. I think about work I've had that I was involved","the things I'd done in the past. I mean, I know how it sounds, but that's how it's done. The point of the thing is to get the most out of your life","[I]n the beginning of this year I was thinking that it was a little bit a little bit easier because we were doing some things with the kids...[the kid","and I'm going to do a presentation, and then the other day I was in the car, and the person sitting next to me was a woman that was just a little bit ","a couple of days ago we had a very nice lunch together, the whole family. And afterwards my mother was complaining that her teeth were hurting her, an","so I'm a student in a course called...the course is called the course of medical ethics. It's taught by a medical doctor, so the topic is about a lot ","it's the thing that is always on the surface of your mind, which you can't take off, and if it's on the surface, then it can be...well, it can be in","I'm thinking about, oh, the, the, um, the, how do you say, the... uh, the, uh, um, um, I'm thinking about a man I knew","And I know that it's a good thing, and I've seen it in people who've been in the military, they were all like, I had a really good time there, but it'","and this is the picture I was trying to think of. Well, I'm thinking of the picture. And I'm trying to find out how. Well, how to find out about it. H","now we have a couple of things going on. We have a new product, it's the third one that we have, we have three. We're getting ready to market the thir","and then they have to be able to do things and then you know, you have to do it all over again and you're not doing it the same way you did the first ","well, I mean, they are, they are very... they are very similar, you know. And then the, they are kind of, the only thing that they are different on, i","okay so there's something about the way the brain works, that if you take something that's been conditioned, something that's had a little bit of a sp","I'm going to be at the dentist this afternoon. I haven't been to the dentist in a while, I've never been to the dental office before, but I'm going to","So the other thing we do in our daily lives is that we don't spend any time really looking at the landscape, really seeing it, you know, because we're","I don't know if you've seen, but the new computer, they have an operating system that's very similar to Microsoft but it's free. It's open source, the","and then I think, okay, you know what, if I can just get myself to do this, I can probably just get myself on the road to, you know, being, you know,","I mean I guess this is how it goes, like there's some sort of like a process that I'm working on in my brain. So like if you take all the information ","we're going to look at this in three days. But we've got to put the actual implementation out to bid. But we're going to put in the implementation as ","and what I've been doing, I've been trying to sort of look at what my code is that I've been running on the code, which is my code that I've done to c","so I'm thinking about the problem of... you know, you could say that I'm thinking about how I'm thinking. How do I think? How do I make decisions? How","the moon is almost full and it's a couple of days until it's full, it's a moon full moon right now, and I think we're going to be looking at that. I'v","a new development of the US administration in relation to the Middle East: that they are now in favor of the development of a Palestinian state. Well,","And then I'll get out a new contract for 2003, which is 1.5 million dollars in 2000. That's right. 1. 5","I just had a thought, I am an expert on what I do. I've been doing it for 20 years, I am an expert. And I know how to do it, I","and then there are the people who say they've heard voices, and they're not delusional, but they're just hearing voices that are part of their conscio","and the first one is, what's the one thing that I think, that I feel, that I believe to be true in this world, that is more than just something I've l","there is a question about the universe as it relates to the concept of reality and its relationship to our mind. The universe is our reality. The univ","I'm on a road trip, and I'm going through a stretch of road where there are really only two or three exits, and I've got to make a decision as to whic","a small circle of people, maybe 50. I see this circle. The people are standing at the edge, but some are going to stand in the circle, so I see the ci","and I thought of the fact that I had the first 18, 19, 20 days of summer vacation to prepare for college, and I think of the fact I still have","The world is like a book. One word for every page. One word per line. I can read this book, I can read a word. The whole book is here. The whole world","the people of this place, you know, people who, the people in the valley, and all the rest of the place, all the people that are in this area are goin","And then they'd all go up in smoke, and then they'd start to grow. And they'd start growing out of the ground. And that's where they come from. So, th","the first part is just one sentence... 'We can have our own life and not need any help,' and then the second part is just another sentence and then it","and that's it! That's it! The whole thing is done. It's done! It's finished! Done! Done! That's all that was! That's finished! That's what","you know what? The thing with you is, you have a job to do and the job you have to do is to learn your lessons, learn the lesson and learn the lesson,","I'm thinking about a conversation I had with someone. They were saying something that was the same as what I'd said, I was so shocked. I've never had ","that's what I'm saying. It's like we're the same. It's just a different type. There's the physical type, there's the emotional type, and there's the c","I am lying on my back here. I am lying on a beach. The beach is soft, it's like the beach at the Blue Lagoon in Reykjavik, Iceland. It","we're talking about the situation, that's what's on my mind. I'm thinking about the situation. I'm also thinking about what kind of situation, the sit","I'm really annoyed at my work. I don't like my work. It's really frustrating. I feel I've made the best of my work, but I think I would really like to","and there's a lot of the old stuff. You know, it's so old, and it's so...it's so...I don't know, it just doesn't really work anymore.","and they're talking to me...we're talking to each other, and we're all here together and we're talking about how we can help the human race, and I'm s","I have a lot of thoughts. They can be about anything. I think about things, I think about people, I think about my own feelings. They're all connected","a big black cat. A big black cat with white spots. A big big big big cat. A cat that's a cat and a cat that's not a cat. The cat is a cat","The human eye is very good at distinguishing patterns... like the eye of a cat, it can see a very wide variety of patterns, and the human eye can see ","and I'm here on a plane and it's very slow, and it's on its way to a city I have never seen, and I'm not sure that I can remember the name of it","this is a big one. This is an example of the problem, a very small one but it's the kind of thing that can happen to you and that can cause you a prob","I can't get up because it's too late. I have to go home, it's past midnight and it's getting too cold, the wind is coming from the south, from the sou","you know how when you're in a dark room and you see a light at the end of a tunnel, like an opening, you know you're getting closer to freedom and you","I'm tired of people telling me how much I want to go. I'm tired. I don't like it. I've been trying to be nice. I think I want to be nice but","I am still lying in bed, just lying there. It's night. I'm thinking about the time when I was a little kid and I was really scared about what would ha","I have to think about what I'm going to say to her tonight, what to tell her about her mother's death, that she's dead. How should I say it, how shoul","and it was... well, it was very difficult for me, that first night. I don't know how it came about, but it was very uncomfortable, you know, and I don","I am sitting in my armchair and I am watching the fire in the hearth and it is getting quite cold in the house and I am thinking that the weather is r","It is not me, I have a sense of a whole, that I have a feeling of a whole... that I am one with the universe. I think I am a small part of it,","[I] was thinking that I might as well just get a grip on myself and try to deal with whatever is going on here. I've been here a long time now. I've g","I want to get some ideas for an article. I'm writing an article about the possible effects on the brain of people who are born in poverty. And I think","And I'm really glad, because I think it's very important for people to have a place where they can come, and they can just say what's on their mind. .","I'm reading a book of quotations, I think, but I don't know what it is. It's called something like: 'The Collected Sayings of Socrates'. There are a l","And this is the other thing that I'm thinking about is how does that compare to the other cultures in the world, and in particular I'm thinking about ","And then a week later I had to write a paper. And that's how I first got interested in that kind of stuff. You know, the whole, the whole...I guess it","it's really funny because when you look at a picture, you're looking at a picture of a picture of something. You're not necessarily looking at the thi","and so then he just sort of like got up and sat down on this side and then he sat down on the other side and then he started working on the paper and ","I'm making a lot of noise. I can't think about this, but I'm going to try to do so anyway. It's hard to think, it's hard to be quiet, I","It's a thing about time and it's that time goes by very fast and we don't really notice it going by. But I have to remind myself to take pictures or v","it's a very, very funny book about the beginning of the universe ... so it's got a lot of references to, like, physics, and it's also kind of like, 's","and then he's like, oh, and then this one thing where the boy is playing, like, with the piano, you know, and the other boy is like, just playing arou","the moon, the moon's shape is a bit strange, it's like, it's not like a full circle, it's a little bit weird, it's got a little pointy top,","what a wonderful way to begin a new year, isn't it, you know? You've got the new year and everything is fresh and new and so exciting and new things, ","that's where we were... here was a little girl on the way up... there was a little boy... and the little girl was kind of the girl that... well she wa","it's very hot outside...I was on the road... I was on the freeway... and I was... I was just... I don't know. I was in a hurry to get... I","I'm very hungry. I'm going to be hungry, and I don't know what to do. I've got to go get something to eat. It's the first time I've been here","and then you take your shoes off and get out of your jeans and then you go over to your bed and you take the top off the box that you take your things","you know, and I'm sitting in my chair and I'm thinking about the car... that I need to fix this car and I need to get the jack off, and I have the jac","the lights were going out, and it was getting really dark. And, you know, I was sitting in my car and I'm thinking, 'This is not good.' You know, 'Wha","[t]here's a new movie that just came out, I don't remember what it's called. [It's called] 'The Dark Knight.' And it's a Batman movie. It","I guess that's kind of like, you know, I remember watching a show with my girlfriend where they had, you know, the dog was supposed to be the dog, but"],["I had to pay the telephone bill. I have to pay the bill for the house. I can't remember the name of the man who gave me the telephone bill. It's alway","that's what we need. The big thing is that we need a good leader. We need someone to take responsibility. I mean, that's the problem with a lot of peo","I'm just curious about what you would do. If you're the kind of person who would have done this kind of thing, if you were the person who would go bac","And you know, I think about the other students, too, and I wonder what their thoughts are, too, you know, like, 'You know, I wonder if they think like","you know, I can't imagine what it's like to be a human. I mean, if you look at it, how many years are we on this earth? You know, what's going","a lot of times I can remember a little bit of the situation, what they said, but then the words don't really come to me. I'll get to the point, and th","and that's what happened when I had a cat. ... And so I was in the hospital and the doctors were worried that I was going to have a stroke and they ga","I'm just talking about the 1820s or the 1920s, that sort of period where it's so bad that it's just going on. And what's","and I don't want to, you know, make a mistake in my own family, in my own personal life. I have two kids, and I don't think they've got an example in","I had to give the patient to his wife... and he told me, 'You've got to give him to my wife.' ... It was a long, long way, but it was a very","well, it's like, like I said, it's not like I was like a 40-year-old woman who had a divorce, a 42-year-old woman. And, uh","you know I'm not doing so well, you know. I'm doing okay, but I'm not in the greatest shape. I mean I got a good job. It was an insurance job.","I'm going to have to find a new job. I've been here for over 20 years, I'm a senior consultant for a very large firm, and I'm at my age when","so I was wondering about that and that was one of my goals last year in getting the [Society for the Advancement of the Christian Science Research Lib","[P]aralysed because of this war, I'm just very concerned about the world. I think that we're going to be more and more, probably, if you want, totalit","it's one thing for me to say that we're going to take it, and to be sure that we'll take it and go through with it. We don't know what happens. It mig","and they'll come and do that and they'll say, 'Look at this, this is your home, this is yours.' And then it's all right with me. Because I've got a","[B]ecause I'm worried about the potential of [my] own children having children, and that their children might not be as concerned as we are about the ","we have been here a week now and you have not seen the day, you have been in the dark. And we have been trying to keep them quiet, but they are gettin","but the other day I was in the park with my friends and we were talking and the subject came up to the problem of war, which is the big question, I me","And you know, when we say you can't make a dollar, you don't make a dime, that's not true, you can make a dollar. You make a dime if you sell your","Now, my children are in a rather unusual position, so, and, my children, I'm just talking here, I don't know what the law says, but they were born in ","in the city of Pittsburgh, the city of Pittsburg, the city where I went to school, it's a pretty good place to go for work, it's really a good place t","I remember I was born in the early 50s. I remember, well, I was born on the 21st of December 1952. I remember when I was","and we just got a 500,000 dollar grant for our research project. And we are doing it on a six year basis. And we have three different labs. And so","yeah, well, they've had a lot of money, but they've been a little bit careful with it, too. You know, they've always been, you know, they have the kin","and he was in a town which was a small town but very picturesque. And it was a very large community. And the little town was called Port Townsend. And","well, I think I'm going to have to leave. It's late. I think I'll probably go to my office. There's something I need to get. I think that I'm going","and so that's a major part of it, the thing about the paper, is that, and the, I'm sure that the whole board, including the board, the board of the co","so that's why you're all in the same room because you know there's not going to be a problem with you. And there's a problem with the other person. An","It was in the seventies that the first studies were done to see whether one could actually have a functional brain using a brain that had been in stor","And if we look at it in terms of the United States, the United States has a lot of trouble with the law and a lot of the trouble with the laws is that","I guess there's no way that anybody could know in advance what the best course of action would be, or how a company is going to react. That's a diffic","... [I]t's a little bit of a trick, I suppose. And I've heard other people say that you can use that as a means of getting at the subconscious. And I ","I'm a very slow walker, and the next day they'll have me walking in front of my company, so I'm not going to walk, I'm going to sit in my chair, and","and, you know, you don't need the other countries in Europe to have a common market for you. You know, there's no reason why you shouldn't have a comm","a little bit of the business of being in the United States. What I think we're looking at is, we've got an enormous population that's going to have to","I'll get them to give me a $10,000 grant to do this, because they can't believe how much research goes into this project, and how much more research w","that's why I'm going to be a real estate agent and I'm going to start a company and it's going to be called... The Golden Age and we're going to have ","now I'm wondering... are the people... are the politicians really as dumb as we think they are? I mean, we think they're dumb. Is that really the case","if the number of people who are working in the private sector and the number of private sector businesses that are thriving and growing, and creating ","and the next step, I think, is to do some more work on our model, the financial model, to see, well, what is going to happen. And then, then we have t","And I would say the government should do this and do this and make sure the price of the products are right. The government should do the following, a","It's a good question. The challenge is that, obviously, this is a new paradigm. It is going to take some time for people to understand that, because, ","I was thinking about my mom, my mom has been diagnosed with Alzheimer's, and she's in a residential care facility now. She's on a bed. I was thinking ","and this is what we have to look at the world in this way: the world is not going to come to a halt. We have to find a way to manage. And that means t","I have a very complex life in the sense that I have a very diverse number of projects, both in the private sector and in the public sector, and also i","we know that this is not a solution. What is the solution? We do not know how to do it, but we have a couple of approaches. One of the approaches that","so the people who were with me during the last meeting, which was two weeks ago, and who have now returned, I want to invite them to return to the mee","I was just going to say that, what we want to do in a society is we want to get the people to believe that they're the ones that are doing things that","so the problem is that there are not many countries that would want to be involved in that particular scenario. You know, there is only so many countr","a lot of the reasons for why we have the system we have today, and it's a little bit ironic because there were a lot of people who are very critical o","yeah, there's the idea of the world that we live in is so complex, it is so complex that if we don't have a way of simplifying it, if we don't believe","we're just going to make sure that we don't have any major disasters, but, you know, that there are still things to explore. I'm very interested in th","[I'm] not sure how to write about the work, because the work itself is very specific, and I don't have a lot of experience, you know, thinking about t","I think one of the things that the US is going to do, and I don't know whether that's something that's already going on, is that we're going to find a","my wife was talking about her plans for retirement and things like that. And I was trying to think about what I was going to do. And, in particular, h","I don't think I want to go. I don't want to go to the meeting. It's going to be so bad. I can't think about it. I feel like I can't","It's not the same as, the other, the other thing is, the other issue is, is that, that's what, what is the difference? What is the difference between ","I think I'd like to become a professor in a university. I'd like to do my PhD in some form of the philosophy of language. I'd like to be working on wh","you can be creative. I have a colleague who is a psychologist and is very good at dealing with creativity issues. I know him from the Netherlands, and","but I have this idea to build a school. You know, the way I think about it, the school itself is very simple, it's just like a regular school with a t","I see, for instance, I think we've discussed a few different things about the nature of the relationship between the public and the private, and some ","there's a certain part of me that feels like a certain part of my life. I've done this for about 30 years now and I'm just thinking about that. And I ","and I have had a lot of thoughts and I have been trying to have a conversation about this, but I can't get the word out. I was talking to someone on a","I know what they do is wrong, and I'm not happy about it. It's like I'm seeing a group of friends, and I want to talk about things with them, but I do","I'm going to read this paper that I just got done, and I'm going to try to get a few good quotes, and I have to make some notes on it. So I have to","and the other problem is that people are very, very bad at doing the things they want to do, even though they know it's good for them. And I think the","this is not what I was planning to do in the first place. I was planning on doing more of a comparison, comparing a bunch of things, and then I'm goin","it's not just you. So I've heard. There are people that say it's like, I've heard that you know, that some people are like, 'Oh, yeah, my wife","it's sort of like that... I guess it's a little bit of... that's actually one of the things that... that... that's an interesting question because you","I had a thought about some kind of a brain stimulation. I don't remember exactly how it's called. But what if we just stimulated the brain of a patien","So, I've been doing the thinking on the future of my work. I'm looking into the future of how do I get funding for my work? How do I get it funded? Yo","it's kind of strange that the main thing that has come to my mind was this question about the purpose of the universe, right? So, I think that we have","I think that's the one that's going to make the big difference in the game. What was the other one? You know the other one, we talked about it in the ","I have to do something to find out, you know, if there is a cause and effect, the idea of the cause and effect. I'm going to be talking to the people ","It's like if I were to do an experiment and then I were to say, I want to know what people believe, and I do a bunch of experiments on people's belief","I think you're getting a lot of the wrong kinds of papers. You're getting the wrong kinds of articles, you're getting the papers that are already publ","I'm working on this paper that I have to write this weekend, and I'm kind of struggling with the title, because it's a really good paper and I know th","I'm thinking about the current debate in philosophy about the definition of the terms 'ethic' and 'ethics', and there are several schools of thought o","I'm not sure what the question was. I just kept thinking about the question and saying it out loud and thinking about what I would say about the quest","I was a big fan of the X-Files when it first came out. I think it was an interesting way that they tried to bring in a bit of a supernatural element i","The [b]lack [c]ompany. [d]Black company is a fictional group of special operations soldiers in the [e]Star Wars universe, who were created in 1","that's probably the best way to do it. Okay. So we can go ahead and make this. Now the first thing I need is a way to generate ideas. Now we're gonna ","and you don't have to use it, I think, for some reason. And I wonder why that is, like, that I wouldn't need to use it because I do need to use other","if there's no more to go on. And you're working on that. So it's just you're not sure that's the best approach or that's the right path. So then you j","and there's no reason why it can't be a tree or a shrub or whatever, there's a lot of things, it's got a bunch of leaves and a root system, I guess","okay, so it's been a long time since I've really used a calculator. So the first thing I think is, you know, let's do 1.5, and I'm going","so that means that there's like a third, a fourth of the population that are over 50 and under 55. And so if you take 25% of 50","I am going to go back to the site, and I want to do this project on the 200-year period and the 1000-year, and then we'll see what","I am going to have to, if I am going to be a really good economist, I'm going to have a degree in economics and a degree in finance and I'm going to t","I'm a 59-year-old female. My name is Sarah. I work at an engineering company where we design systems and systems, like the kind you see on TV, and stu","we had some issues with our last [19] team in that the last person in the team, the fourth person in the team had a problem that was a lot of his time","this is all the words I have ever seen in my lifetime. That's what I'm saying. All the words that I have ever known. All the stuff I have ever had. I'","that's interesting, that's why they can't build a new hospital for the city, because they can't find the money to do it. So they have to go to the Nat","this is what I like to think, what I like about the new system. I've always been interested in the fact that the new system is a lot more flexible. It","a lot of people don't realize that you can't do that. We're going to see the same results that we're going to get in 2027, and then the market is","and then when they started going to war with China, they said, oh, this is a great opportunity for us to export to them, and it's the same thing today","so you have to understand that there are several kinds of people. We have the people that are very competitive, and they just want to take a shot at i","And so, in a few minutes, I will have all the code, all the data, and then I will start, and I will do this in three stages. So, in the first stage","the two women on stage that I remember are the same. ... They have the same look, the same eyes, the same everything. And I don't remember there was a","it's about a place, an area of the brain that I've been thinking about a lot in the last few years. I'm going to say something that's a little bit con","and there's another question I have to ask myself, and the question is, are we at this stage, the point that we have to start implementing a new techn","and you're thinking about the future, like you know, when you were in school. You know, all these years, you know, you have your kids and you're out t","And, you know, if you have a new product you want to launch, and you are in the research and development process, and you want to create new products,","but I just got the news that a new kind of computer has been developed at the University of Pennsylvania. This is called the Excalibur machine, it has","so here's my question then, why do you need so much more data to do this problem? There's only four of us. Well, actually, there's only 15 or 2","and we were wondering, what if you could... [pause] and... [pause] we were wondering how you could, I'm not sure, if it's possible to predict how the ","[I]t's been a long time since I've been to a class on the internet and I'm curious to see, is there any way I could be able to go on line classes and","we'll say it's $1,000 per year per user. So if we have 100 million users, it will be $100 billion in revenue per year for","so you're in the position of being a customer, right? You're a customer that you want to make sure that they're going to have some kind of return on t","And then we're going to be doing the same thing again. And there are a lot of people, a lot of individuals out there. And when we get the big numbers ","if you say you're going to do something, then you better do it. Well, I think you're going to have a big, big problem because you're going to be on yo","[about] how do you measure how many people are out there, that would be able to actually be used for that [treatment] in terms of the [counseling]. Ho","my wife and I are getting married, I'm going to be the father of a child... and my daughter will be 32, and I will be 66. And I think that","we're going to have to get a new school system, because the old one's just broken down. The old school system's just broken. It's just broken, broken ","the number of women with a college degree is growing, and the number of women in the military, in the armed forces, the number of African American off","And they have all these different positions, these different views of things. So, you know, one is like, the best way to make this happen is to get th","and, in fact, what I think about is the idea that, in some way, what happens in the world is going to be affected by the world we've been living in fo","yeah, I'm in my car, in my car. I'm at the top of the stairs. I'm going to go out into the world. I'm on the top of a ladder.","the other side of it, we could see the opportunity there, in the short term. We're now in a position to take advantage of that as soon as we're able. ","and you could say that a lot of these are examples of people who were actually living in poverty, but that didn't mean that they were impoverished in ","and so they're going to give out these 160000 pieces of gold, and you're going to get 16 of these pieces of gold in your portfolio. Now,","I think it's probably something that you might be able to do for me as a personal service. It might be that you have the ability to make a determinati","I am here in my apartment and there is a computer which I can access, but it's a slow computer. There's no bandwidth and it's a pretty slow connection","I don't know what happened to the United States. I mean, I've been a strong supporter of the United States throughout my life. And I think it's a very","in my mind, there's a guy that I saw in the newspaper that's a terrorist. He's a very big guy. He has a beard. His name is Abu Nusair. And","there's a lot of people who are coming back with a lot of money, a lot of guns, and a lot of hatred. And this is going to be a problem for a long time","the main thing to think about, of course, is what does the next generation of young people in the US know and what are they thinking about? The next g","I have been to the planet Earth twice in the last six years, and I have to say that it is a beautiful planet. It's not a beautiful planet anymore. I r","[I]t's amazing, though, that [the US] military is actually making us pay for that. Because it's been shown to me over and over again that what you do ","And we were talking about this, the world's going to be at a point where, where it's going to take over. And it's going to control all the machines. A","so I think that it's important to see the other side of the coin, which is that it is important for all nations to have the capability to defend thems","and I'm in a constant struggle with my boss and I feel like I'm going to die. I feel like it's an unfair system, and it's just like a nightmare. And I","the role of the church in society is to provide moral leadership, to provide a moral framework within which people can live and thrive, and to provide","and the idea of what it would be like to be able to just run to the street and not worry about getting shot by a police officer, or to have a legal sy","and this is the point where I really feel like I need to see the world as I'm looking at it. I see this as a problem. I see a lot of people, when they","we don’t have a great deal of data at this point about the long term effects of the pandemic, right? But what we do have data on is the short-term eff","I think I have to be a bit more critical about the way I go about doing this. So I'm looking at the evidence, and I think a lot of this is probably go","and that's that. That's an issue that we need to talk about in terms of our business strategy. And I would suggest that we, at this point, have three ","The issue of the role of the market in society is a very interesting question, and I think it's a question that is actually in the context of what I d","I'm not sure that is right, but I don't think that's what's happened, because what the other thing that's happened, that I believe has happened, is th","it's quite simple: I think, I work. I've got the tools and I have the capacity to work, but I need a market. So, for example, it's a question of","the process is ongoing, so there is an ongoing re-interpretation of that data. There's a lot of feedback going on, so it's an iterative process. In fa","it's also important to think of the economic side of things. How do we ensure that we're not, for example, spending money on this, which is going to c","And I thought about all these other companies that have all these things that are being funded and are being driven by their government. And it's just","[T]hat I think, but I'm not sure how to put it down, in a way that's going to have the kind of impact that I need in order to make some change in","And so when we talked about the things that would make sense, the things that we'd want to do, I think that one of the things we need to focus on in t","the part about the politics of the Internet. This is where you have to look at the Internet as a business model, and the business model is very intere","So we've been doing this for some time. This is the kind of stuff that was very common during the early part of the last century, right? And we've see","I was talking to somebody and I was thinking of how there's this sense of the past, the past is in the future. That the past is going to be the future","that's what we're trying to do and that's what I've done. So you know, when you think about it, that's a big change, but we can do it and I think","I think the thing that's going to change is going to be the availability of better data. Because, you know, when we talk about climate models, and how","and I've been doing the same thing in my career and it's been very important because it's just kind of a very simple thing, but it is that I have this","it's actually more interesting to see what happens in a situation where there is no more any feedback and where we have to make decisions on our own. ","[the] idea of using a robotic device to learn about how people actually learn is very interesting. We have many ways of looking at how people learn: t","what's the thing that's not happening here? I'm talking about the fact that people have different mental models of reality, right? And then they use t","this is what I do, when I have a bunch of these tasks, I will look through them, and I will sort them by what they are, and then I will try and figure","and you know, in the last year, the fact that I'm sitting here on my own, is a huge benefit to me. And it's a huge cost to me, but the benefits have","and that's actually pretty interesting because if I look at the work that we do and I look at how much data we generate and I think about what it's go","you can see that's a huge improvement. In the previous run, there was a lot of code duplication in that section. It was using a lot of repeated code, ","and then you have to think about what's happening. It's like in the matrix, right? I don't want to say anything about the matrix, because I don't know","and then there's all these other people around me that I don't know, but I think they're probably a lot more sophisticated. And I don't mean that as a","and then it's like the idea of a hypothetical world where you're the superpower, and you've got a certain amount of budget to spend on different kinds","it's going to be a little more difficult because they're all the time thinking about the quality of the data that comes back. And they've all had this","the goal is to actually have a long-term strategy that can actually get the results that are needed and not just a quick fix. It's actually a longer-t","I've got an idea. I'm going to set up this database that we'll call the 'mind set-up' database. It's going to be a database that is set up that has al","I'm gonna need to update my resume and I've got a big backlog of tasks that I need to get through in the next couple of weeks to get up to speed with ","you know what's funny? When I think about the idea of my PhD work, I'm kind of surprised it's not more work. Like, it's not really a lot. I'm not","and that's an important part of my thinking process is to do a lot of back-of-the-napkin thinking, because then you have a lot of data, a lot of ideas","I guess that's the way you know you're doing your job well is that you're not being called in for these investigations and you're not getting these co","I was looking at an article in the New York Times that was talking about the rise in the cost of energy and how it's going to have an impact on our ab","that's actually a good point. One thing I've seen in the field is that people will make the same mistake in the field because they're just too busy to","oh my god I have to get to work in 30 minutes and I have a conference call I'm trying to get a hold of my account manager and we've had a disagreement","so it's, so this is a little bit of a challenge. I mean, what you're describing is an environment where there's a lot of uncertainty and it's, it's ve","I'll start a new career after this. I'll probably have to do a PhD, because I'm pretty certain the current position will end up in the middle of the n","I remember last week. I think I did some kind of analysis or something. And I think what I did was I actually just, I just had a little bit of a meeti","the most important part of the day is going to be a big meeting in the next few weeks with all the stakeholders from different companies. So we are tr","I am doing the best I can, and it's still early. I'm going to go and sleep on it. I think I should have some sort of time box, I'll make sure that","I just had a thought about this. We need to look at the data of the current week, so that we know that there's a lot of time to go ahead and move into","[00:16:39] Now I was thinking about a course in the future that we will have. I think it's like one of the first courses we have is going to","and then that would be the end of the week, then it would be time for them to go and prepare for the next week and it was very good experience, becaus","I just woke up and my son is coming home today. He's been out of school since April 4th, and he'll be coming home on Saturday and I just had a little ","and then that's it, I don't know how I can handle my son right now. He is driving me crazy. It's the first day of the new school year and I don't feel","I don't know what the answer is. It's still out there. It's going to be tough for a lot of people who are going to have a tough time making a decision","so the project is due tomorrow, and I had a lot of trouble this weekend, but it's good because it was a learning experience, and I'm happy that I lear","and I'm thinking about... a... I know the word, I just don't know what it is... and then the... and I was reading something about this, like I read in","I mean, you know, like, so you have to, you know... so you have to write it down. So you have to like, I think you should write it down, because then","I am going to have a class on Friday that's about, it's actually for the first time we've really looked at this from an ethical standpoint. So it's ca","okay, yeah, we did a little bit on that. We were also asked to do something, we were asked to write an application. I think that's one of my favorite ","[the] reason why I'm studying this [the book] is because of a conversation I had with another teacher about how to implement the work and the work in ","what if you're really on the cutting edge, you're really into quantum physics? What are the implications? Well, for quantum physics, I'm going to do a","I'm actually really, really interested in this because this is what I'm working on now. So I'm really interested to see the results. We have a bunch o","that's sort of my approach to work, like, I've got an idea in my mind, and I'm trying to come up with a way to test it. And so I have sort of","it's something I was wondering about. The relationship between the ability to find a good problem. I think you're like you're like an engineer, right?","and the thing is that it's about 2016, 2020. I mean, I don't know if we're still going to have the same kinds of jobs.","I guess the reason it's hard to understand how it would be like to have a brain in another person is you don't have experience in the world of a brain","and in the middle of the session there is this, I think this is what it is: there's a part of you that's very interested in what the future has to off","I don't know why it's a question of thinking about something. You don't have to think about something. If I have a thought and I remember it, it's a t","I've been thinking about the future and how I can have an impact on the world and I'm thinking, as a member of this organization, I can do a lot of wo","so I'm going to be spending my day today, maybe the rest of my life, doing what I want to do, and that is to be in some way useful for humanity and th","[A]s I was working on [a] book, I wrote a book called 'The Art of Travel'. I've been working on another book that's going to come out next year.","And then I went to a party at a friend's house and my roommate was there as well. And it was a surprise party for another friend's birthday. And he di","and that's what I'm trying to do right now. That's the real me. I don't really know who I am. I'm still figuring it out. I'm a graduate student.","The thing about the other day that I think is interesting about this whole process, is that the only thing I can remember was the fact that we were go","this is one of the things I don't like about the Internet. I mean, I do like it, I don't see the need to do the same thing over and over. I can keep","I'm always on the edge of saying something or not saying something. Like, for instance, the other day, I was in a conversation and I had this thought,","I'm sitting here with my head up, and my head's like, 'Ooh, I want to be in that book. I want to read that book. So what are you going to","the last part of the book is called the 'Burning House' section. The last part of this book is the 'Burning House,' which is the whole point of the bo","I want to see a little of this. This is not the way to see it. I don't want to see it that way. This is what I want to see. I'm trying to","and then it goes in and it goes in all the way across the screen...I want to show it to him...I want you to see that, I want you to see it...I want","I'm still getting the feeling that this is going to be a bad situation, and I don't know how to handle it. The worst thing is, I know the first thing ","it was like the kind of thing that happens, I guess, with a dream. Like you're having a dream and you're trying to think something up and it's kind of","the thing that makes the difference between the two, as far as I can tell, is that one of them is more consistent in that it has an overall theme or s","I was on vacation, and I was just walking and I was watching my son, who was about 16 or 17, and he was trying to hit the target of the airsoft","it was just a feeling that I was doing the right thing. I had no reason to feel any other way. I wasn't feeling any other way... it wasn't a good feel","I'm going to sleep tonight. And then in the morning I'll go to school and then I'm going to take a nap and then I'll go home and then I go to sleep at","so I've got a whole bunch of things to do today. It's going to be a crazy day, I think, because it's just like the last two or three days of the week,","I remember last year, when I went up to my dad's house and they were all taking the dogs out to the lake...there was a guy in the boat...he had a kid.","I'm doing something with my mouth and I'm thinking about what I'm going to do today. I'm thinking, I'm going to go to the hospital. I'm going to get m","it's not just you and I, it's us, we're going to be there, and then they're going to come to the room and there's a lot of kids and there's not","so if I were to get my hair cut, it's really bad. My hair's really bad, and I'd be a little bit sad because it's my birthday, but if it was the","the big thing in this little girl's room is this big wall, that has a picture of a dinosaur on it. And it's a picture of this big dinosaur, but it's j","it's a lot easier to say that you don't have any kids...then to say that your kids are all grown up...and they don't live at home anymore...and they'r","and I was thinking about how many of you know what it is to get up and leave and not be able to get back in, you know, to go back to school, or whatev","that was very weird. You know, that's the first time that I've ever had this experience before. I think it's because I've never been up at this time o","I'm doing the same thing with my wife. It's funny how it seems to me. It's like, we don't have a lot of conversations, but we have a lot more things o","and then you're just like, you're on your own, like it's like a dream. Like you know, you can't remember what you're doing, but it's like, you know","and then we would see the whole thing with our own eyes, and we'd just, I mean, we would never forget, you know, and it just sort of stays with you. Y","and I'm wondering, if that's true, if it's true for everybody, I wonder, like, would that change the way that we look at the world? Would it change th","So it's about time we got rid of the concept of the United States and the British Empire, and the British Commonwealth and everything and everything, ","there are some things that, as you know, people can be very passionate about, and they get involved, and then they get involved in a very ideological ","the future, it's something I'm not too familiar with, I don't really know what's gonna happen. I can't really say, 'I'm sure that this is going to hap","I mean, if there is a God, then surely God knows the future, right? Like the way in which humans know that there is a future, because we look at the p","you know, I had a dream, you know, the other day, you know? I was driving down the road with my father and we were talking about a movie that we had s","the world has changed dramatically since I was a kid, and the people in the world are much better informed than they were then. In the last few decade","I'd like to go to France to see Paris. But I don't know if I can go there. It's expensive, and it's difficult to get there, and if I go to Paris","and I would like to be able to say: I'm not sure exactly how the United States was created, but I think it's about the right way to be a country. And ","I had an idea that would change the world, a new kind of communication system. I had something that was revolutionary. But now it's gone. I've lost it","now let me give you some ideas about the future of the world... I think that the future of humanity is really uncertain and it depends on the actions ","So it would be, if the human body, and the human mind, are somehow programmed to understand the human genome, in order to survive. ...So let's look at","It's hard to remember that the human race is not a single, indivisible whole. This is a problem that people with a strong sense of self and individual","I don't think we need any more help. But you can say it anyway, if you wish. The question is what are the factors that drive the search for a scientif","if the right kind of research were carried out, it would lead to the realization that we are not in the world alone, that the world is not an empty th","I'm the one that's been saying this all along, that there's a tension between the world as a place of potentiality and the world as a world of actuali","if there's a 'you' that is you, that's you, a 'me' that is me, that's me, then you have to have a 'they' that is 'they","I'm an American, I'm a citizen of the United States of America, I'm of the Caucasian race, I'm Jewish, I'm Catholic, I'm married, I'm father of a","and if you don't want to be a good citizen, if you don't want to serve your country, if you want to do some sort of social work that doesn't make you ","And here we are at the end of the last century. The century of the United States. The century which saw the fall of the Monroe doctrine, the century w","And then the idea of the year 1776, and the idea of a revolution in the United States and the idea of America as the land of liberty. And then the ide","I have this feeling that I'm a pretty good actor, in fact I would say that I'm one of the best. I have been told that in the past by some people in th","you can't have the same thing twice, you can't have the same thought, you can't say the same thing to yourself twice, because you can't, it doesn't wo","this was a dream, a dream I've had probably 1000 times before. It's about a world where everybody's a god, everybody's a king. But what's going to","the idea of a film in which a human being is transformed into a fly. That would be a great idea! If I could transform a person into a fly, I'd be a fl","you know what I thought? If you could just find a way to get that whole planet together, that whole galaxy together, and you just had the ability to, ","the point is that if you are an intelligent creature you're going to want to find out what the universe is all about, what is the meaning of existence","it's a good thing I'm not a religious person. If I was a religious person, I would say 'Allah is one and I don't know what else there is'. I'd say","and so there's the case of the little girl who had her mother shot for her, who had her father killed and all these other things in her life. There wa","and she is dead now, she is dead, she is not here...and her little girl is dead, her little child is dead, they are gone, and now, all I can see is","And I said to myself, 'Oh, I've got to tell him now that I'm his wife, because otherwise he'll never know.' And then I said to him, 'Now, don","and it would be like a bird coming up out of a tree, a very beautiful bird, with a long tail. And then it would come and come and come down to me. And","I was looking at the window when I saw the yellow wall of the room and the yellow curtain. Then I saw the floor, and I saw the table in the room with ","that's the way we'll be buried, by the time the city is covered with trees. No, there's a man on the roof now; he's got a ladder on his back. He","and this is what I remember, oh, of a movie that I've seen, I'm going to try to remember it, and I remember seeing the screen that says, 'Mortals,","what would be the most obvious thing? I'd be the most obvious thing in a bad position. The most obvious thing is that I'd be in the most bad position.","I'm sitting there at home, thinking about going to the theatre, or the circus. I mean, I'm thinking about it, but I've got to wait until I'm really si","it's funny. You can't remember what I said. You can remember things, but you can't remember conversations. I don't remember what you said. I remember ","I'm going to be a writer...I'd like to have my own apartment, you know, because then I can work anywhere, you know...I'd just like to be a novelist or","I'd like to be with you, and I know you would like that, but I know you have to do this. We're gonna be here together, and it's a great deal of fun","I've always thought that, that the real life would be like the movies. I mean, I have a whole world in my head and it's, it's very exciting. And that,","And then it would have to be very carefully chosen. That's the first part, the second part is that you can't know if they are right or not. You can't ","if I were a ghost, I would be a ghost who never had been a human being before. I'd never been born, and I wouldn't have a body and all. I would be som","I think it's like this: what is the reason for the world to exist? And then it is like that: why does the universe exist, and why does the sun shine, ","we are here and it is happening, it is happening now. I'm thinking about the world, and there's a part of my brain that is thinking about my brain. An","I know that's what you want to say, but you're not saying it. You know this, but you can't say it. The person who is saying this sentence is not the p","I'm not a very good painter and I haven't tried painting for a long time, and I didn't know what to do, I haven't done it since my early childhood, I ","And I think, and I think I'd like to start thinking of the things that are really important for me in life, and I just started writing down things tha","so there's a lot of people in the room now. And I'm trying to figure out how many people in the audience are here today. You know, I just think of a b","I can't stop thinking about what I want to do for the next time you do that. I want to give you a nice gift to show how much I care about you. I want ","I'd like to be in a position to be able to give people what they need, so they're able to be themselves. And then I think they're going to be able... ","the brain is, if you think about it, really not as complex as the heart or the liver. The brain is about 2 percent of the body weight. That's a pretty","that's one way of thinking about it, is that the brain is sort of this gigantic system of communication. The brain is not just this physical thing, it","the number of the words is in itself an index of what's going on in my head, right? If I have a number of words that are in a language, that are in En","and then the same kind of thing goes on here, because that's the same thing going on. I mean, I was thinking about things in the same way in terms of ","I'm thinking of all the times in life when you know, you know the moment of realization, when something hits you and you're like, 'Okay, so I get it n","And so it's really like I said, like I was thinking about yesterday about like if I want to like if I can have the power to make people believe anythi","I want to make the best decision I can. And, it's important that I do it. You know, in life, the best decision you can make is not the one that will m","I mean, I remember I was in my first year of graduate school, I took this class and I had to write a paper. It was a short paper, three to four pages.","what you do with your life, and what you think about when you are at home. So, I'm still in that stage. I think it's very interesting to know how it w","[W]hat if they want to make money. So there's all sorts of reasons. I suppose you could say that it's a natural human tendency to seek power and contr","I have a bit of a problem with my research because there are all these different kinds of research, and I guess I'm just trying to see which one's the","the most important thing is to find a way to make the economy grow... what could that possibly be?... it's all very simple: you have to invent a new p","I think I have a right to ask you why we need to do this... Why do we need to be here in the first place?... If there is something I want to know, I h","and so we have this sense of a universe of possibilities, where every situation is potentially open to action and reaction. This is not to deny the ex","Now there is a time in our lives where we're not even aware of it, we're already making plans. It's already a process. I'm in that process. So my futu","so the question is, what happens when the mind is unstructured? Is there an alternative to the creative mind, in which the creative mind is the one th","[W]e should not expect the [law of conservation of energy] to be valid for a very large class of processes. We should not expect [the] law to be valid","the time of the morning and night, the time of work and rest, the time for meals and the time to sleep. I think that a big part of human thinking is a","And then we would go home and my wife would make dinner. My wife made a really wonderful dinner. I remember, for example, making my favorite dinner in","the world of our dreams ... The dreams have many levels, but the first level is just the dream, the world of our dream. When we go to sleep, we don't ","the body of the Buddha is not something that you can reach with the body; it is a mental state, and so, no matter what you do, no matter how much you ","and then I had a thought about the time when my father used to read the Bible to us. I remember my father used to get up at night and read the Bible. ","I have to look for an object. I need to look for something to light with, to look at. I can see it. I can't remember. I'm not looking for a book.","I don't know. I don't know what I want. I want to go to the movies with someone, but it's just not happening. I want a car, but I don't want","I had a dream about my grandpa, and I went to his house and I was sitting in the kitchen with my dad, and we were watching a movie. I woke up and went","I was thinking about a project I have that I am working on, I need to work on it a little bit more. I have the idea of putting a big tent in the front","what if you were like a person with a family that is very far away from you, and you can't visit them, but you can go to a place like this where you c","my mother's eyes are as big as mine. I see a picture of a big family with my grandparents and my aunt. We are all in the park. My grandfather and his ","it is my favorite color... I guess you would say... it is my favorite, like I'm a kid again. My favorite color. I don't even want to think about it an","I'm gonna go back to the part where I was driving. I was driving down the highway, I don't know, the highway, in my car. My dad and I, and I think","I'll go to the movies tomorrow night with [name]. We're going to see a movie called The Proposal. That was a comedy. It was a pretty good movie, with ","so I think he's in his 30s, and I don't remember what he looked like. So I think it was when he was on a plane or something like that, like he","a guy went through a tunnel to get a job and he didn't get the job, so he came back to his old life, but he didn't go back to the same house, he moved","And I thought, okay, so the first question is: Why is the average student going to a university? Okay. There are a lot of different reasons: first is ","we just put a lot of effort into the writing, it's a long time since we did that. So we should go into it more than once. When we do it we just go to ","and I was thinking about, I think they do this for their own children, the parents do this for themselves, they want to feel like they have a child, t","I'm sure that there will be a lot of people that are very excited, and that's probably not a good thing, because you don't know if that is going to be","and I think of my parents who are so great. I'm thinking about how lucky I am. And I think of all my friends, and I think of the people at my church a","it's not just about being able to think...but there's also this kind of thinking that's really not so important...and you can actually...in a way, be ","I'm going to be in the kitchen. I'm going to make a sandwich. I'll put on a salad. I don't want to get a salad dressing because I've got to go to","it's a lot easier, it's a lot more comfortable than you think it would be... yeah, I would say that that's my favourite one right now... because it's ","I'm going to be honest, it is a little difficult to explain the feeling, and it's a little bit vague. It's like... I feel that I can be really open wi","I wonder if it's possible to make some sense out of the things that are going on in my body. For instance, I have this sort of feeling, and I wonder w","it's not really that I'm a part of this universe, rather, I am the universe. I am the world and the world is me. The universe is me and I am the whole","I'm not quite sure what I'm doing here. I mean, I'm not sure what I think I'm doing. It's not that I know what I'm not doing, it's just","I was thinking about the concept of time. I was thinking how that it's very strange that time, it's one of those things that we experience, and that's","I'm very conscious of this...I'm aware of it and it is...it is a real problem, it's a real issue. I know that that is a problem. I'm conscious of","and the time I had the opportunity of being on board the USS Lassen. It was a fairly large ship, 1,500 tons displacement, and it was armed with a main","this is not a thing that can be studied, not a thing of value. It is a process, and the value of a process is the whole of its outcome. The process it","if we want to go out today to a small group of people, perhaps a group of ten, twenty, in order to communicate what we have learned so far, what we kn","you have the same number of lines as in the drawing that you have just looked at. I can see that you have done the same in that drawing. I can compare","the word 'heart', of course, has a connotation of being a central element. A very important one. In fact, a very important one for the universe. But t","and the light was turning green and so I got across the intersection and I was starting to slow down and I was thinking that I would have to make a ri","I think that it's really hard to do. I mean, if I were in that situation, I'd be the only one. It's hard to make a choice because there are so many di","and then I would just think about it a little more and I'd have a pretty good idea about how to do it. And that would be the way I'd decide what to do","I have no problem with this. But I guess this is a little bit more. There's no doubt about it, that if you say that there's no doubt, that the theory ","I'm trying to think about my life and it's not helping me much. I'm just going to have to accept that. If you don't like something in life, then you'r","I just thought of a thing. I don't know why I thought it, I don't think I'm going to say it. I don't want to say it, but I can't stop","and the thought is, well I don't want to be in a position where I'm just in the middle of something and someone knocks on the door. So, I always leave","I can't see any more. I'm just not seeing anything else. And that's just my brain, is it, because it's just not really that. I don't know. I know","I just saw the picture of the house I bought last year, in the park. And then I was thinking about how much I hate that I don't have any money, and ho","I was reading this book yesterday where the main character was driving on a country road and there's a giant, giant, giant tree and it was falling ove","I remember a time when I was young and I was in a bar, and I saw a guy who I'd never seen before. I think it was probably in Philadelphia, maybe the f","and if I have to pay for my car I would have to sell my house to pay for it. And then if I'm going to sell it I might as well put it up for sale,","I'm working in this, and the last part of that, that is the one, I'll be getting there at the end of the day, and I've got to finish it. I've","and then I found myself in a bookstore and I was looking for something that would help me with a paper and I bought a book on how to write papers. The","my first book was published in 1999...and then I wrote two more books...and then I did the book about my time in prison and all that...and I was so bo","I'm really surprised that nobody in the world has ever done this before. The other day, I went to see a film on television and they were talking about","And I thought about what I've done for you, that is, as an artist, and I have not written anything, I have not contributed to anything, I've had a car","and then you have to decide whether the question you're trying to solve is a question you can solve or whether it's just a question you have to live w","I think what I need is a map of the universe. I'm trying to figure out how this thing works. And then I'm trying to come up with some way to use it. A","I remember what I learned about the time the USA invaded Panama, and they put them on trial and they said they had no rights as a sovereign nation, so","and so what I am looking at is the idea that it's a global problem that affects the entire world, that is, that there is an environmental crisis, but ","I just want to mention that there is a book about this very thing in the Library of Congress, a book that was written by a group of psychologists that","Now you might have a lot of images that come up, and you may have a lot, uh, very interesting thoughts that occur to you, which you may wish to write ","well, that's not quite what I thought it was going to be, but I guess we can look at that. One of the problems of the problem of the history of scienc","I think that's where the real world is. The real world. We live in the real world. It's the one in which we live in, we have to live in, the one that","there is no time that I'm sure that I can live with, or even understand. I find I'm always thinking about things that have been forgotten, or that wil","And when I was a boy, I wanted to become a physicist. And I read a lot, and I learned a lot about physics. But then I realised that I did not have eno","I am not in a good place. I'm not in a place where I can think about things, I can think only about me. And I think that if I'm going to be a writer","I know you're not a bad person. You're really not a bad person; you just need a little more love. You need a little love, and I need to give you that.","[and] there are the men of God, the men of the prophets, the men who have gone out and are here today in the congregation before us, and those who are","the earth is so like a vast ocean; the air, like its waves, is in a constant state of motion; in the heart of all creatures is a human spirit, which i","and you'll see the way I am in the morning and you'll feel the same. I feel so well that it is all the more necessary that you also be well. And if th","And yet we are all creatures of fate. Even a child has a destiny to fulfill; it is his fate to grow, to learn, to struggle, to know good and evil, to ","but the one that is truly divine, is that which is not here, is that which you know to be here, and yet does not exist in this life. The one who is no","I am now able to perceive the whole of your being, and to love it, as the living Christ. But as you are in love, so must you be in hate, because you h","I am an island in the world of my thoughts. The mind is in perpetual motion, the stream of life in unbroken flow. I am a world of ideas, thoughts, fee","I think the reason I've been here, is because I wanted to get into contact with that other me, that other myself. I've had that idea, for a long time.","I want to be at the heart of things, in the heart of being, in the midst of all things; I want to feel everything, the most immediate feeling, in the ","and then I think of my grandmother. And she is like a bird, a beautiful bird, and she is always in this world, but I have to find her in myself, to ha","and I remember it like a dream, it was like I was there and I saw, and then I forgot about it, I just forgot about it. It's like the memory is there, ","and now I'm going to find the words that come into my mind, that I just had, and I'm going to go back to those words. I'm going back to the words, but","[t]he sky is blue, and the trees are green, and the grass is green. The sun is out, and it is very hot. I see a butterfly in a tree. [","[I]f it was the right thing to do. [I]t's not a good thing to do because it's going to be cold. [I don't think] it's going","I'd like to do it all over again, but there's nothing I can do about it. I've got to accept what happened and learn from it. That's the only way to mo","I've been thinking a lot lately about the differences between the human mind and the minds of other creatures. It seems like the human mind is not all","and then I'm thinking, 'I don't know,' but I'm thinking 'I don't know.' I can't just stop, and I can't tell myself 'I don't need to","and I can see that all of this is in the air, and that I've been the one who's taken that air, and held it. I can see it as if I were looking down","I remember this picture I used to see a lot as a child, a man and a woman walking down the street in the rain, the woman in a long coat and umbrella. ","I remember thinking that this time it will be different. I remember thinking it might be different and maybe it wasn't. It was going to be different, ","and, like that, it's a moment of clarity, you know? There's a whole lot of stuff that you know is just on the edge of your mind, but you don't even kn","you know, it's like the universe is conspiring to create me, and I can't quite make myself believe it. I'm always a little bit worried I'm making it u","I'll try it. I've been thinking about this thing I'd like to do, that would take me to an island. I can't get there by plane. The closest airport is a","there's a lot of stuff happening at the same time, so I'm sort of just trying to focus on what's the most important thing right now and if I don't kno","I am a woman. I was married. My husband died. I don't have any children, but I have an aunt who raised my kids, my kids have their own families now. M","so I know it's good that I have two children and they're healthy, they're both healthy, they both have lots of friends, they're all active, and I thin","you know, like, when you're taking a break, if you're driving or whatever, and you have the radio on or something, then you hear your song and then yo","the first time I ever had a baby was when I was six months pregnant. It was a little girl. She was just three. And she was a little bit bigger than my","I have a dream that my mother is coming back from her vacation. And I just, I don't know how I feel about that, but I hope she comes back. It's been, ","what's funny is, I think you know the same thing. Like, you think the same thing as me, I mean, what do you think? You're just trying to figure out wh","I was in the hospital, I was in ICU for five days, the whole time I was there, they never let me out of the room and they were not sure if I was going","I'm afraid to go into my office. I'm not sure that I should even go in today. I haven't gone in since April because I've been really ill and I was so ","I'm not sure what to do with this. I guess I'm going to be on some medication and I think the medication might help, but I'm wondering if it would be ","I just remembered that we were in the hospital with [the patient], and we were having some discussion about what I should be doing. And she had some d","so it's like it's not like any of my other problems that I've had. You know, I don't know how to put it. I guess it's a little bit like you know","I mean, like, what's the point of that? Like, the point of the book is to be able to write an essay and I just don't know how to write an essay. I","I was thinking about the article I was reading, the one that I am going to present today. The first thing I realized is that I feel like I should have","So I just had this thought. I just realized that if I think about my mother-in-law, I can actually, when I'm talking to her, I'm not really doing it. ","and the other thing, is that we do not know the length of the history of the Earth. What is the length of its history? We do not know it. It was creat"],["I have no idea why I have this idea. I think I'd have to see it, I think I just had this idea to write it down. I think it's a pretty good idea,","I think I can see a picture of me at my best, and I'm at the time when I'm the most successful in the company, but it's a bad picture, because it's me","I'm thinking of something that I remember from when I was little. It was a Christmas story. My mom used to read it to us, and the thing is that it's n","this is a very important point. In terms of the universe, time is a constant. Space is the variable. Time, as in a fixed frame. Space, as in the dista","that's the one that I have to have in order for me to be successful and I know that I'm going to be successful. I mean, I know I'm going to get that t","and you know, I mean, I don't know if the technology is available, but I wonder if the human species is ever going to develop a technology that will a","I think it's that we're just... well, there's some... there's some evidence that the brain doesn't really have a 'reality check.' If you're looking at","and then you'll look at a bunch of other stuff and you'll say, 'well, that's not gonna work, that's a bad solution, I'm gonna go with this, that,","we don't have a lot of people out there that are willing to be the first people out of the door in a situation like that. Or the second people out the","and then she had this one book and they had a lot of books in the library and it had been a big deal, and it had this one guy in the front that was, y","but then when I started thinking about it, like it's all about the number of people that can be at the table, and the number of plates. It's like you ","if I had more money, I would put more money towards a startup. I don't do that right now because I don't have enough money. So, it's like I'm always p","I think we have a little problem because the project I was talking about is actually very much based on the fact that we're going to have the new [the","this is a good one. I'm doing a good one here, I'm getting really excited. We're working on an idea, I think there are three things we want to do, num","I've been doing some work on this for quite a long time, and this is a good place for me to start. I've got a few things here. I don't think the resea","and the number one cause of cancer, I think it is, is, you know, smoking. And I think it's that smoking causes cancer, not just the tobacco, but also ","that's one of the things that I'm concerned about, is that, as we look at the future of energy, there's a lot of discussion about wind and solar, and ","I was at a meeting a few days ago in which there was a lot of discussion about the best ways to have a meeting. I mean, meetings are great, and a lot ","So I'm wondering what I should do for an argument in the future? Like what would be good things for me to say and not say? So I should say, like, thin","and there's no way of doing it. If there was a way, the government would already do it, right? The question is how do you find a way to do it, so that","and in the future I'll have to look at my life and see if I've been successful in those things that are important to me. I know, I know, it's a bit of","and then when we have a small group of people that are really good at this and we have the time to do it and we have it right and then we go and we ca","but we don't have, I think, that level of interaction with the community of the team, with our community, I think we could improve it. If we, for exam","I'm not sure, but I think there's an infinite number of dimensions to the universe. So what's the point of trying to communicate? Like, what is the po","you have an idea, you know, if you want to be very practical, and you want to do something very concrete, the question is, what is the most effective ","And then, we know that the way that we see things is really influenced by our past experiences. It's like if you've learned something about a certain ","yeah. Okay. I was thinking about a different. Another thought, but it's kind of like I'm thinking, you know, okay, let's say that. I know that I have ","what if there's a function where if we look at the time that an email was sent, it can be mapped to a point on the graph, a point in time. And what if","Okay, so there’s an app on your phone that is connected to an API that allows you to make some API call to the web, and it’s an app that is called a m","so what does this say about the meaning of time? Let's go back to that question. So what does this mean? If time is not a physical thing, and it's jus","now you have to make your decision in the context of the constraint, of the particular situation. So what is the decision-making process here? What is","this is a thought. Oh, no. Well, it is. There is this thing called a thought. That's interesting. I had an interesting thought before. It was about th","I am a data scientist, and my field is data science. And, you know, the term that's probably familiar to anyone who knows what I'm doing is, you know ","and then, just a few years ago, I went to a meeting at Harvard, and it was an annual conference on the intersection of law and technology. And the top","So the next time I do this, I would like to have a much smaller sample size. I mean, you know, it's a small study. I'm doing it on one city, one","this is what I do in the evening, I just go out, and I do a little bit of programming, a little bit of code, a little bit of documentation. It's a lot","we are in the process of a review of how much data do we actually have in the public cloud, and whether we can put it in an encrypted form so that if ","and there's a whole range of different things that go into the stack, and it's the same as the stack, you know, the stack has a whole range, which is ","this is actually interesting for the purposes of, the purpose of my research, because this is the first time I have gotten to see that kind of interac","I'll be back. I don't know what this is. This is a test. This is just a test to see how well we can predict how the world works, given that I have no","so it was just like the time you were looking at this and you were thinking to yourself, 'Oh I wonder what would happen if I did that' and then you ac","And that's, we were doing a little bit of some of the math to figure out how many hours a year we could spend on the project. So the first thing is th","now I'm just going to think about what are some of the things that you do on your day to day basis to stay safe. And so, I can think about it in a cou","um, I can imagine doing a project like that and using an agent based model. I was just thinking that for the first part, the first step of it, there's","a few thoughts on this. This is the first time I've actually seen someone who has been a teacher or a coach. And I've been curious about what it's lik","so if you wanted to do the same kind of thing on the other side, I don't think it's going to be that difficult because there's not that much in the wa","the idea is to take the big picture and try to break it into pieces that are easier to deal with and then look at each of those pieces and see what yo","so, so I want to kind of model what I do, what I would recommend in this scenario, but also, how can we apply this to other areas? I'm thinking of may","yeah. This is not a very good example, but it's an example of a really good example, so that if I see the next example, I'm going to be able to apply ","[pause] So, I'm working with a bunch of data sets that have been created over the last two weeks. And then I have this idea that, like, maybe, if we c","well, there's this... this is this is a a random idea that I thought of today. So, the idea is this. It's kind of related to what I was working on wit","it's interesting how some of the ideas and topics I come across, in one form or another, can be related to others. It's not a topic I've done much tho","so there's this other one that's not that connected with a lot of the other things that are really useful for building knowledge representation, for u","so it's all the same thing. The thing is I know that, but I still want to do it. It's like an exercise, right? I guess that's what we should be doing","my mind is open, I feel like a lot of my thought processes, some of my problem solving, some of the ways I solve problems, I feel a little like a comp","we've got some old friend, a friend in the area. They're having some of the same issues, and we're just trying to understand the underlying mechanism ","I'm getting tired of this. This is the third session. And it's getting more difficult. I'm not sure exactly why, but the more time that we spend in th","it's very interesting actually, the fact that you know the technology, but it's not something that we really think about when we're building products.","and it's also like a kind of, it's kind of a mixed bag of thoughts that we have, that we're capable of having, or the kinds of thoughts that are reall","I can remember it was a couple of weeks ago. We were just working with a model to see how a particular, what was the name of the particular, I don't k","that the big idea, the really big idea, which was that you have to have a problem solving engine that can solve problems within the knowledge that it ","well, so it's a really interesting thing, and I'm trying to think about what it means to have an awareness of this sort of thing. If you look at the c","[the idea is] to start from that moment where there are a bunch of ideas in your head, and you have the freedom to go from one idea to another. And th","just talking about the fact that I want to go to a doctor to talk about this. But I want to get a sense of how that could actually be useful. Because ","there's this guy who, you know, he's a real nice guy, he's, he's an artist, he has a gallery. And it's, he has two galleries. And,","I remember when we used to do these experiments and the one that was probably the most fun was a game where you can see this? I can't remember the nam","a lot of people, you know, really do that, they don't have an online account or anything, they just, I don't know, they don't think about it. Like, I","yeah, it's really fun. Yeah, you know, it's good. I know I know. It's great to see them, but I was having the same discussion with my dad the other","So that's what that's about. I think that's about the sort of the development of a good, good, good algorithm for solving, like, mathematical problems","I remember in the 90s when I was a freshman, my roommate and I would sit down and just have a 45-minute long, you know, think-aloud session, and","that is a bit more about the physical world, it's probably not as good as, but we could get into, like, a physics question about, what if the Earth we","and if you're really, really worried about your mental state, I'd say look at how often you're checking your phone, or how often you have to have your","we have all these tools that we've built in the past 30 years and we're trying to figure out how to combine them, you know, to make a system that is a","and it's a lot of people have tried to take the same approach to doing the same thing. So they're trying to look at the same thing but they're looking","and then he's like, what are you doing here? and he's like you've got a lot of free time and you know, why don't you just go make a big deal of it","I'm wondering about this problem with the p values, I don't know how much of a problem it is in practice. So it's not that I have a problem with a hyp","okay so we have 90 days for each of the projects. I need to put in the projects, so for example, I need to submit this. And I'm also going to need to","I'm going to think of some ideas for the project. I was looking at the other stuff I did, and I think, yeah, I think I might use the 760 nm and","the other side of the brain, which is the right side of the body, is also... right-handed... I can't imagine... I can... imagine that there's... the o","the big difference between me and many other people is that I'm not a specialist. I don't really know anything about a lot of things. For example, I d","and I'm looking at the next problem. I don't understand it. I'm gonna try it out. I have this one problem. The problem is that if you have the sum of ","OK. OK. Let's say you're in a car, and you want to get to a certain spot in the city. There are several different ways to get there. Some are faster a","I was watching a show called 24: Live Another Day. It was a show about a guy that was basically trying to get as much information as possible from dif","well, I'm sitting here, you know, at home with my phone. I'm working on some stuff at home. I have an algorithm that I want to write down, I don't hav","okay. The most recent news was the new COVID variant was identified by the CDC, and a little while ago they said that it was only in the US. And then ","I remember working at the library. I'm currently working at the school library. And so my plan is to set up a library as part of a project that's curr","I'm going to try to find some ways to find a solution, like maybe we'll do some brainstorming sessions or just try to get people together and talk to ","oh wait a sec, I've got an idea, I'm going to write a book about how to build a good startup. I know this is a very niche thing, I know. But I","there is a problem, I don't have a list of the right questions, I don't even have an idea of what I want to ask, so I'll do a brainstorming of a list","I'm a little worried because I'm not going to be able to get all the problems done for this course. I just have so much going on. I need to get my gra","I'm going to make a mistake, I'm going to lose. I'm going to say a sentence or something and it'll be really long and I'm going to get lost in it and ","and it's actually just the 30 minutes where we have to do the math, that's the longest part of the day, and it's also the time when we're actually rea","yeah, we need to get to know people. And the first step is to talk to people. And then the second step is to actually have some kind of collaboration.","I feel like this is a little bit of a risk for me as I'm not an expert on all of the various applications of machine learning. So, I'm really just goi","and it's the same for me in terms of I have a number of different areas, and then I also have different clients within those areas that I work with. S","a lot of the stuff that I'm doing right now, it's not a lot of things that I can tell my supervisor about, right? And I've talked to a lot of the supe","I would say, my gut feeling is that the best thing to do, if it's going to be done at the time that I'm here, that's going to help the most with the A","I want to be on this call because of the questions that were asked about whether we can get more insight into the work that's being done at the SAGE g","I'm thinking about this thing that we've been doing in the past 5 years with a new service that we started, which is called the 'hobbyist's shop.' It'","and they want to build this large data warehouse, and I can see this is where they need to go because it's the only way to get all of those different ","I got to think about it for a while, and I started to get some really interesting results out of the data that I had. And so, I went about trying to f","so I've been reading about this, there's a book called The AI Alignment Problem. I just finished it, it's been on my to-read list for a while now. I'm","there's a couple of ways you can go about this, there's a standard way and a more optimized way. The standard way is to run the model through the enti","and I have this other thing that I'm also looking for in the next two or three years, so, that's a longer time horizon, but it's something that's more","what I'd like to do is get my head back into my head, and I think the way to do that is to come up with a list of the things that you can do, and then","oh, and one more thing, I need to think more about what we've been doing, how we've been thinking about that, because we've done quite a bit of this, ","I was looking at some of the recent articles on the SARS-CoV-2 virus that I've been reading and some of the things that are happening in terms of the ","the idea of a very large network that includes a number of very small communities in the US and in Europe. And I'm interested in the effect of these c","I'm sure you're familiar with the 3D printer. You have probably seen some pictures of them. What if we could get that down to the point where, we're p","I have some notes here about the kinds of things we could be doing in our workshops, like using Google Hangout, for instance. We could have a Google H","you know the big thing is that we want to be able to really help these people with their mental health and and uh you know it's a big deal for them. A","the model is trying to predict what happens to a group of students, to a set of students over time, and to predict how that changes and how that is re","and then the one that I was looking at was like, well, it's been, I mean, if you're looking at something in real time, and it's a video, then it's","and I'm working with my colleagues and I'm talking to the client about this whole system, this is something that I've been thinking about a lot, the w","and then it's kind of, it's kind of a good exercise for you, too, because we're not going to ask you to think about how you think, we're just going to","and then I was thinking that a lot of the problems that we have in science are we have a lot of individual research papers that are kind of all over t","my next goal is to work on the automaticity of my thinking processes. The idea is that if you could train your mind to think in a certain way, then yo","[s]o you know the work of the New York Times, so there are so many, and this is I'm sure there's so much data. This is how they do their fact checking","uh huh. So it's the kind of, uh, it's the type of problem. That's like the, the most difficult problem that I've worked on, like the most difficult. U","the whole system is so good, so powerful. In fact, it's one of the first things that we learned in computer science is that you can't build a good sys","I've done something with this, it's a 750 megapixel camera. ... So, I've got the camera, which is sort of the old camera. ... I've got an","The idea of a robot, as opposed to a virtual reality, would be something where you could have a robot that you could actually see in the environment. ","what was I gonna say? Oh, I was gonna say: what's the name of the guy who... who has the... uh... uh... umm... the most interesting work for, you","now what, we've got to figure out how to do this, and how to do that. Like you're working on a project, and you're going to have to send it out, and","I think we have a lot of very important questions we should be asking, and one of them, we can take the example of a lot of people, especially in the ","you know that the ... that's a great way to think of it is a way to think about it. That's why I was thinking about it because I'm trying to get into ","So, I am looking at the 1963 model. It has a different architecture, it's like a more sophisticated neural network architecture. So it is the first ti","oh yeah, you know, they're like, they're similar to the, they're similar in that they're both, I would say, like, very similar in terms of the type of","it is important to be careful and careful, to make sure that they are actually the right type of protein, that you know exactly what the protein is do","so this is going to be a really great... well, it's not going to be that great, but I hope it will be great enough that it's actually better than the ","um. Oh. I was thinking about a problem that we've had with one of the data sets that we've collected that we're working on that we're analyzing, so we","I'm sitting here, I'm really excited. It's the 8th of March. I'm excited about this. And then I think, you know, we'll see if we get any","I'm just trying to figure out why I haven't done any research, and I've got to do that. And I've got, I've got a couple of people who've approached me","and then I realized that that's just like my personal situation, in a way, because the only way to do this, to find these things, is to just ask all t","this is a sort of like a little, like a little thing to look at in terms of what is the future for AI, and what are the opportunities and the risks, b","uh yeah I've been I've been reading I've been doing a lot of reading lately in the last couple months, probably too much reading and that's a problem ","the way that people are, it's not only their own individualism, but the way that people tend to live in a community. There's so much more of a sense o","I'm a programmer. I've got some sort of interest in programming, and so I've got a lot of experience with software development and design and building","we can say that the sum of all of the processes that we do, you know, we're doing, is a certain thing that's happening at a certain time. It's a very ","it's so great to see the data come out in the form of actual physical structure. That's a really exciting thing. That's why, I mean, it's an important","so when I was going to sleep and I was really excited about this session, I was thinking like 'I'm going to sleep tonight, I'm going to think about th","you know, the way the data was going, there was no reason to use this as a separate thing, and it's really only because I had a lot of trouble with it","I remember this, I remember this. This is like a dream that I remember having, that I remember when I was like a kid, I remember my teacher giving me ","and then I was thinking about the problem of the light rays, that, you know, the light rays that come from a distant galaxy, that has traveled, say 20","you know I'm thinking of some things about how to use my computer to make a lot more efficient use of my computer, you know, I was thinking about ways","[11:22:15] So we can't get a bunch of people together and say, let's do the same thing, and I think that's gonna be really important for","I guess that we were very early, in terms of the Internet, but the way that it's spread, the way it's changed the world, the way that people are commu","I'll put my phone in my pocket and turn it off. I'll walk into the office and go to my computer and start looking at the files and then start writing ","and it was the third one. The second one, I did not put in because I didn't need it, but the third one, the second one was, was the second one. But th","I remember the first time I was like in class and I was like, okay, I was like, I remember I was doing this class on like the first week of the semest","the past, the present and the future and how does that kind of stuff work? I mean like a computer program that you can run on a computer or a program ","so that's just another one of these... the other one is... actually the other one I want to say is that you know if you think about it, like, there's ","okay, I don't know. I think what I'm saying is, like, I mean, so you know, like, people have these, you know, these, like, this sort of","that was my first experience with a text, I think, I didn't know how to make text files, like, on the computer, on the Windows, because I was doing th","what's interesting about the way we are thinking is, we're not very good at thinking about the way the way the brain is working, because we're not tha","and then I started to get a little bit of a feeling of my life. Like my life is, you know, like an assembly line. I don't know if you've ever looked a","I remember I was looking at a paper for my history class. I was looking through the information of the article. So I was looking for a piece of paper.","it was something I just read recently about the idea of the collective unconscious, Jungian idea that there is something about us that we all share an","and in the beginning the world was this thing, it was this thing... and it was not good because it was not very creative... it was like an empty white","the earth is flat, and I just don't understand why, like, a lot of people believe that the earth is flat. I just don't know. And I think it's because ","the only reason I am doing this is because the only reason we are doing anything is because there is a certain amount of curiosity, a certain amount o","I wonder if it's possible to have a negative experience which is the same, or similar to that of a negative experience in the brain, but the differenc","this is what I would like to happen and I don't know how to make it happen. What I want to happen is that this new version of myself, this new mind, w","and it would be very nice for the human brain to have a high-resolution and a high-speed scanner that would allow us to follow the changes in brain ac","the generalization of a few very simple rules would be useful, for example, in the context of the development of new technologies. I do not mean the s","So what we're trying to do is to define the difference between the human and nonhuman. In order to do that, I want to compare the brain of an ant to t","and that was the time where I was having this conversation with my colleague who's a friend of mine about the fact that I'm an atheist and he's a Chri","and I have this feeling that there's this big potential in the world that the world is full of knowledge and things that are already known, and I know","I have been thinking about that idea of a 'shuttle' for the last ten minutes, and I keep going back to it. I'm just not sure if it's even possible or ","we are in an open source ecosystem and we've made it clear that we want to take open source to new levels, to get more people involved in it. And the ","we have to be mindful of the fact that we're always going to have different values and different philosophies about what it means to be a good AI, to ","and then I realized that that's an interesting perspective and so I just started writing in my diary about that and that's the kind of thing I'm talki","I'm thinking about how there's a lot of stuff going on in the world that's not of any value. I mean, it's a really messed up world. You know, a lot of","I've got this idea that a lot of the things that are being sold in the stock market these days are basically government-sponsored enterprises that are","the fact that there's this general recognition that we're in a situation where we've got to be really careful about what we're saying and doing and we","it's always going to be this, isn't it? I mean, it's always, I mean, and you just can't, there's no way to not take these things and use them","I was thinking about how people talk about the idea of the brain, and I guess the brain is a very complex structure, it's very complex structure. It's","it's an interesting question, whether you need to have the hardware for something before you can use it, and whether the hardware is the brain. The br","I think we would have to say that that's not an objective state. But what it does, the first step is to look at this in a purely empirical way, to loo","... the first one of the main parts of the brain is the one that's known as the limbic system. And then what happens is that you've got a part of the ","I can imagine a lot of what goes on in my head. It's just that it's not something that you would think to put into the language of a programming langu","And I'm thinking about the whole issue of, like, in general, this is just the beginning of our ability to communicate in a way that is truly human. Yo","you know I would want to... I would want the ability to say, okay, what are my biases that I'm using and the things that I would not want to be using ","I know that... I can do some of these things, and I know that the other ones are going to be done by someone else. And so that's where a lot of the wo","and when I get to my house and I'm not using it. I'm using it for 10 minutes and then I turn it off. And then it's not being used, and it","the only thing I need to do, that's, that's what I was talking about with, with, with the, with the previous problem, which is that we've been, we've ","It's not a matter of just letting it go or just letting it happen. It's a matter of... I don't know. I don't really know how to define it. I'm just","and what's the other half of that? Well, the other half is that you've got to have a framework to support your organization, and then you can organize","the whole thing's that I don't want to get to the point where the whole thing is an algorithm. I don't like the idea that there's an algorithm. It's t","Okay. So, I've been thinking about the, you know, the relationship between the way the body is able to do something and, you know, why it's able to do","So the concept of an anti-corruption force, and it seems to be the case that we have had for many, many years, especially in the American political sy","I have an idea. I'm going to do something similar, except, I'm going to have this be a set of lists. So, I'm not going to have each of them, or","and we'll start with the one thing that's going to be our first one that's going into the program is going to be the creation of the first application","you know what? It's just a nice way to say, you know, you're in a big pool, and you're trying to figure out what your relative position is, and how yo","this is a really great study, because it's looking at the way that people do cognition, in an actual world, in a way that's completely novel and diffe","the whole system is one thing. It's a thing that is composed of different parts. I am a thing that's composed of different modules. So I'm a system of","uh yeah okay so so what do you what do you think that that you can do what I can do what do you do what can you do what is what are the what are the t","but I want to bring the [a] data set and bring the [b] data set. We've done this before where the [c] data set we've taken it to the [d","we're not going to talk about this much, but there are all sorts of different ways of measuring, so we can measure things that are unmeasurable, so we","the word is an important part of this. So, I mean, in fact, in the last couple of weeks, I've been, I've actually started reading a bunch of, well, wh","and I'm wondering whether what you've been doing is something that would be effective or not. And then we've got another person who's in there to help","the question of the world that we inhabit, I suppose we inhabit this world of words, of language, of text, of numbers, of maths, of calculations, and ","this is the kind of thinking that is not rational, but it has its value. It's a way of looking at the world and seeing the world. It's the kind of thi","well, so when you're dealing with a really complicated situation, it's going to take a long time to solve the problem. It's going to require a lot of ","you know the thought experiment, the 'trolley problem', in ethics. If a train is on a track and will kill five people if it continues on it's course, ","I'm at the bottom of the well, I'm digging out this thing that's really big. The whole thing is really big. And the thing is, I've never been in a wel","And it's going to be a great place, I just know it's going to turn out great. And then when we get in the front of the building we see it's the same t","The man was there. He had a nice beard, he was a big man. He was really nice. He was nice and kind. He had all this good stuff. And he had a nice","The 34, 35. That's all I'm doing. That's right. And I'm not gonna do any more of that, I'm just gonna sit right here. I","I'm not sure what to say next, I guess I can start talking again about the number of times I've seen that scene at the movies and I guess I really lik","I was just thinking about a movie we saw, and how we saw a whole bunch of people all in costumes in this sort of parade scene. It was very impressive.","and they said, 'Okay, but how long have you been doing this, and do you have any experience with the actual... I don't know, with the actual practice ","so I have a project... for the future... I'm gonna... I'm going to take... a long vacation. A... a trip... to the south of France. I'm going with my","this is so strange...that I am actually a bit ashamed of that...I am actually quite ashamed of that and I feel like I'm gonna cry or something because","a lot of the time in the last few days I've been trying to remember the name of the man who's a professor at the university, and is also a pastor of a","and this is how you start to get it. So you have to have a kind of a moral compass and you have to know how to treat others, you have to be a good per","I think we have to be honest with ourselves and our students and say that it's just not feasible to get into all these other fields and disciplines th","So I'm sitting there thinking, 'Now we're going to get to a level of science that really, you know, will make people pay attention,' and what do I do?","I want to make sure I have a lot of money. And it's really a problem to keep money in an IRA account because there are a lot of restrictions. It's rea","I think it's something like this: you can't say you're a good writer or a good mathematician. You either do or you don't, so that's good or bad. But t","I think this is an important point, and I think the point of my talk is to emphasize it, and not to criticize it. ... I think we can look at the quest","but now, there was a point that I just had to make, and I really did not have the time to go into this in detail in the class. And I didn't have the t","And this is the third level of the project. The third level of it is, the question is, how can the third level be a solution to the problem of the sec","And so if I think of the model as being a way of representing the model, then I'm talking about the model in terms of how I am able to represent it. A","I don't know how it feels to have been born, but I do know what it feels like to have been created. I have some experience of being created as a compu","this is an idea, that the universe has a structure, it's not a random collection of events but there is an underlying structure, that's a big part of ","the first thing that comes to mind is a kind of mental diagram of my head. I have to think of all of my thoughts as a kind of software that is running","the ideas of the world in themselves are of little use, they're useless. The only thing that really is of any use is to apply them in concrete situati","the concept of time... it's really interesting, that I'm just making a concept of time. What's happening with time? I'm in time. I'm in the present. I","and we think we know what we're doing, because we think we're in a process of learning and that we understand how to learn and how to do things and th","I have an image in front of me, a building, an architecture. It's a building in front of a very small, very narrow, very deep valley. It's not a very ","and the way that you see a picture, it's not just a picture. It's more than that, you know, it's more than the picture. You see it as a picture, but","the very reason for that is that they have a lot of similarities, they're basically the same thing, so it's a bit redundant to have the same kind of t","(the participant is) thinking about what he would like to do... like to have a sort of computer in a mobile phone... which will help me to have a lot ","you know, I'm trying to remember how you know how to say things about yourself. I'm trying to think of how you know yourself. I don't know. I'm not su","I see a car on the road. I think it is a truck. I think a lot of people drive trucks. And then I think, what is the difference between a truck and a c","it's about the same time as I would normally eat my meals at home... I mean, I'd go to bed at about 10 o'clock in the evening, and I'd get up","I don't like it. It's going to be the same. It's all the same. I don't know. I don't want to know. It's very simple. It's a","I'll take an hour to do it. I don't think I should do it now, though. I've got to do it next weekend, I don't know. I've been thinking about","So if we were to make a decision about what to do next we'd probably decide to go back to the cafeteria for lunch. Or we could go for a run. That woul","And it's like it was two years ago that I got that job. Yeah. I'm gonna say... I think I need to go get some coffee. Okay. Yeah. What? So the","I'm in the process of buying a house. I'm going to go look at some more houses tonight. The thing I've noticed is that they're really cheap, compared ","and I can't do it. I can't even do it. But that's okay. That's okay, because it doesn't really matter. That's the way it's going to be,","[I]t was... was... my... my... um... my... my last day in high school, I think, and we went to... we went to a... uh, you know","I was talking to someone about how much I enjoy talking with my friends. And, I think that's a big part of the reason I enjoy going to the university.","I feel a lot better now. I think, well, I had a few other things on my mind that weren't quite as important, but this is the first one. It's like a li","I'll write about this... [writing on pad]. You know what's good for people. There's no such thing as a bad thing. All things have a place in the world","I think that we will not have to worry about the weather this year. I mean, the snow has been falling since last weekend, and I don't know how much lo","The only thing that was, is. The only thing that can be is what was, is, and has been, the only thing that exists. The only time that exists is when t","a train was going by, the wind was blowing, the sound of the engine, the smoke, the sparks, and the trees rustled as well, and then a shadow crossed t","and I know why this happens, it's because in our time the people who live here are going to make us work, we won't have time to think, we won't be abl","The thought of a possible way of life which we would have to live as we were able. A way of life that would have to be constructed as we had been cons","you're gonna find the ones that have had the most, that is, the largest number of stars, have had the greatest influence on the rest of the galaxy. Th","it's a good thing, it's a very important thing to know that there are two, or more, worlds, or two, or multiple dimensions of time. Otherwise, we woul","and this one was made of rubber and the others were made of paper... and all of them were made of rubber, and there was a reason for it, and I don't k","The moon looks like an egg. A white egg. It looks like a very big egg. And then we get this white, white egg. And you look at it and you wonder if thi","you have a problem, right? You have a problem. You know what? It's not your problem. It's my problem. My problem. Because the thing is you have to do ","The past is a path that leads back to the future, which is like a path that runs into the past, and I know that the future is not a future, it is a fu","and you are doing well. And you are doing very well indeed. But that is not all you can do. You are a very creative individual, and there are other th","and now I'm thinking, why not just take a whole bunch of those, and put them in a line, and get rid of some, and keep some, and then take some other o","in the midst of this forest of words I see a bird. The bird is a raven. The raven is a bird with a very large head, like that of a raven, which","I'm a bit annoyed. I'd like to write down what I've done today. It's hard to keep track of everything, and then I realize that I'm forgetting a lot of","what is a thought? A thought is a mental image, a plan, a mental word, a picture. A thought is an image. A thought might be a whole chapter of the Bib","[T]he idea of a forest with all the trees, I suppose they all have some sort of life, even if it is just a life of their own; and when I think of the","I can see the people who are listening to me right now. I can see them, but I can't see them clearly. They are all grey, grey, grey. They don't look l","I've been reading a book, I think, on the physics of the mind. And I've read in it that the mind is not the body but is, on the other hand, not separa","and that's it. Well, you know what it was I was saying: it was the question of 'why did he leave?'. Now I'm going to leave this question and go into a","it's an interesting way of making sense out of it. It's one of the ways in which we get to know ourselves. When I say I have a dream, I can be very de","it is the relationship between the real, the objective, the determinate, and the subjective. So, it's a kind of relationship between the objective, re","I can't think of anything else to say. I don't think it is true that the world is one single self. It is not. But the world is a network of individual","now I've been told that I can think only about one thing at a time, so that if I think about one thing for a while, then if I want to think about some","The problem of the present is not the problem of the past. We think we know what happened when we were young because it is still in our consciousness.","and it was a woman, a woman I did not know. The only thing I could think of was 'and a woman.' But in the same second, the only thing I was able to sa","[I]t is all too easy to talk about things in ways which are too abstract to be thought. And to use words in a way that does not reflect what is actual","there's something I've been meaning to talk about to you. I don't know why I'm suddenly thinking of it now. You know, the whole point of this is to sa","and so I'm thinking about this morning. I have a big thing to write down for this morning, and it's not finished, but it's kind of organized, and I'll","it's hard to say what the 'purpose' of the session is, or is supposed to be, or was, or has been. I think I'm supposed to write it all down. I","and that is my job and that is what I've been doing and the whole point of it is to come to a conclusion... but I haven't come to any conclusion yet b","and so it's a very small bit of information. It's about 10 percent of the information that I think about and it's like a bit of information, an idea, ","and then you had a whole bunch of them and then you had to do that whole thing and you had to build it on a different base and that was just another w","then you could, like, do the whole thing on a, you know, a bigger canvas, but that wouldn't be as interesting and would, you know. Then you could do t","that's the whole reason you're here. That's the whole point of this study. The whole reason I asked you to come was that you could see something that ","I'm looking at the table... it's an interesting table... it seems like you know, it's made out of some kind of material... I don't know how long it ha","the thing I'm working on. So, I'm working in the middle of an issue right now. It's something I'm thinking about. I have a couple of other things goin","I don't know, you know, I mean, I could have said that last night, I could've just as easily have said it last night, you know. I mean, it's just","I know we had some sort of a big earthquake last night, so maybe that's the reason why my mind is all jumbled up and I've got a bunch of stuff that's ","I'm going to do some math on the white board. So... I have to find a number between 140 and 200 that is a factor of 2016","I could make a list, I'm just going to make a list of what I'm thinking, so it won't come off the edge of my brain and go back in to the abyss. What","I think they're going to come up with some kind of a system that lets you get your music from your CD into your phone, and then from there, get it to ","[In] the game, you start at the top of the ladder, you move down the ladder, and the next room is a room full of random objects that you have to click","yeah, I know, yeah, that's it, the reason why. Because the reason why it was good to have the paper as the final was that if you had two papers that w","I wonder what the weather is like right now. I don't know why I'm doing this, but I'm not going to get into that now. I just want to be done with this","the other night I was out on the lawn and a lady who lived in a house about six feet behind me came out and looked at me, and I guess she didn't see m","I'm driving, and it's a freeway, and there are three lanes on each side, and I'm in the right lane, and I'm on the freeway. It's not very crowded,","I'm getting up... and I'm going to make a sandwich. I have an apple here... I'll make a sandwich... I have two apples here... I've got to make a... I","I'm going to call my mom to see what she wants for dinner. And she says, I'm not hungry. That's what she says. I have to go home. I'm going home","and if you have to go somewhere you know and you have to get there, you're not going to put it off. If you have to do something you know you're not go","I'm not going to work today, so I'm not going out with any of my girlfriends. And then I'll go to the library to study for my tests. And I'm going to ","I'm just thinking about what I did last night. I went out with a couple of friends of mine to the restaurant and we had a couple of drinks and then I ","I'm wondering what it is that makes this movie different from the one that just got out...the one that's playing right now? I don't know. It was diffe","So, I'm thinking about the difference between the old and new movies, and, you know, like, 'Okay, well, the old ones were more... What was it like, re","so I am working on the first chapter, and then I get stuck because I'm just not sure what to write next, and then my mind wanders off to something els","and that's how you write a book, and you get stuck. And then you don't know what to do. You know, this is a book, this is where it started, and you","and then I think I need to figure out some of the ways that I can do that. I guess I'm trying to figure out why this isn't working, and I'm not sure w","it's a different story, you know, when you start making plans about a trip. But you know, sometimes you make a plan, and you think about it a lot, and","it's like when you're sitting in traffic and you start to feel a little antsy. You start to wonder, why is it taking so long? You have this little voi","you know, the other day I was in the shop and there were all these big, heavy boxes lying around. And I thought, that's what it would be like, if they","we are going to be doing the experiment, I will be looking at the monitor and I'll be thinking about what I'm doing, and you'll be looking at yours an","I remember when I was a kid, I was really into watching shows, I remember the first thing I ever bought on television was a little T-shirt with the Si","I think the answer is that a lot of what you are looking for are the kinds of things that make me want to write books, like, you know, a whole bunch o","it's a lot of fun to write the letter to people that you don't really know. You're just sort of writing to people that are in your class or in your sc","okay, so the way the system works is the computer takes a picture of your face and sends it to the server, and then the server uses that face to find ","and that's a really big deal. And it's also like, uh, it's like, what if I have a bad day and I just, I know like, I know when I have","it's the same thing for me and the same thing when I'm running. I'm like, you know, if I run or I'm just walking, I can just run on the treadmill.","So I guess it's just a good way to... to have a good memory, or to have... have a good... you know... like it's a good thing to have a lot of memory","the way that things that are happening right now are, but, but that's not the only thing that's happening. I have all these other thoughts about thing","I'm in the process of writing this, and I'm thinking about things I should have done. Things I should have accomplished. Things I want to accomplish. ","And I'll be glad to help you... So we have to sort it out, and then, if we're lucky, we'll make some progress. But there's a lot of, a lot","I'd say a lot of the time it was, and it's kind of funny, but I think if it was, that it's actually kind of a benefit because, in a sense, I","it's really interesting that sometimes the more you think about something, you actually forget about it, but sometimes the more that you just kind of ","and I have a feeling that, actually, you know, that my feelings are quite different from everybody else's, like, because everybody else feels things, ","the moment that you start thinking about the future, and you start thinking, 'Oh, this will happen, this will be, this will lead to this, this will ha","the only way to get something out is to have an urge to do it...it's like a need to do it, so it doesn't stay in. And so there's some kind of...","and it's just a feeling that something's coming, you know? Like, that the next thing is going to be more and more, the future is going to be even more","[in the morning,] I'd been thinking about whether or not I wanted to go back to school, and I hadn't decided, but it was more that I had to consider t","The first question that comes up is, 'How will this end? How will my life end?'. And I've been thinking about this quite a bit because I know that I'm","[I'm] not sure if you've ever thought of [the idea] before, but you're just not really aware of it, so you wouldn't think of it. But if you were","I've got a lot of stuff in my brain, and some of it's quite specific and some of it is sort of vague, and it's sort of like a hierarchy of consciousne","and then I also want to figure out how to do that, how to make sure that I'm not putting myself in that situation in the first place, which seems like","And so we can kind of take this out and use it as the basis for something. We've kind of got it going on. But now you have to consider what kind of in","my work is now in an abstract painting process. The first painting will be the 'simple' form, then the painting will be completed, then we'll look at ","we had been given this little group, and it was supposed to be an experimental group. ... [w]e were supposed to have done some of the other things we ","the sky is blue, the ocean is blue, grass is green. The colors of things, the colors of the objects in the world around me. The blue of the ocean, the","And I'm going to turn around, and the thing that's happening, the thing that I see, the way the light falls on my body, I'm going to see, if it's goin","it's like a...a, uh, a piece of plastic that's been melted and it's kind of, you know, it's like a rubbery surface and it's not, it's","I'm talking about the problem of the angle of the sun, and the angle of that thing, the angle of light coming in. That's the reason I had that equatio","I think of a camera, a lens, an image being focused. A little lens on the back of the camera focusing the image onto the sensor. I think of the lens o","and then I'm looking at the door and then the door opens, and the door opens and I'm looking down at the window, and there's a window in front of me a","now it's not a plane, it's a car, it's like a small car, and the car's a little bit off to the left, but it's coming along nicely. And this","and that's the whole point, you know. You see, we can't ever take a break from anything. You know what I mean? And the reason we can't take a break is","you know, if you don't think about it, you're going to get in trouble, you're not going to get to go to college, and you're going to have to do someth","And then we have a, a, a time and a place and a person to go there to. We'll see, that's a good thought. That's a good idea. Yeah, we","and it's a great game. I like to play it with my little sister. I'm not sure why. I've never understood why I like that game. Maybe it's because it's ","so I'll go home and just lie on the bed and say, you know, you know what you mean about the woman with the glasses. I like her. So you know what? I'm","And they're still saying that it was like a huge building or something... a big building... Yeah, like, really big. But it didn't have anything like, ","this is what I'm thinking. I'm trying to think of the one where they get married. This one, they're getting married, it's the one that the two of them","a little kid was in the corner. [And] you know what they did with that little kid? They took him outside and they just tied his hands behind him and t","And you think of a thing, it's a thing about a guy I know. I know him from way back. He was an old soldier. He's in the National Guard. His name's","and then the one that we did in the mountains. We did that the day after our wedding. And we had a party on the mountain, you know, up by the lake. It","I am in my chair. I'm looking out of the window. I am going to have some lunch. I can see the park. And there is a white dog in the park. I can","and then it was a really beautiful day...and I thought, I'm going to take a walk. But the rain started, and I was on my way. Then it started pouring s","and then they say 'You're not going to come back today.' And I go, 'Oh. Well, you know, we're going to come back tomorrow and stay the night. And then","and you've got to watch the other side and you just make sure you're not watching your back. I was watching you. I'm watching you now. You're here. I'","So what do you think is gonna happen, at the end of the year, and why are you thinkin' that's gonna happen? That's what's on the end of your mind. Bec","so the light is still going and I can't see it... so it's pretty much pitch-black, and I'm lying in the dark on a cold stone floor... and I'm freezing","so you're going to be watching it for a year, and then it goes in the trash and I'm supposed to throw it out? I think I'm going to buy a can of air fr","I was in a room, I think I'm in a hotel, I don't remember. I don't know why I'm in here. I think I was in a restaurant. I was eating","this is why I am doing this, right now, and that is why I should have done this last night and not done this and, I mean, there's this thing that's be","And I am writing a note to myself, I think, and I'm trying to think of what I'm thinking about, and what I need to remember. I'm thinking I want to re","and then I remembered, this is how the world is, there's the past and there's the future. You could say that the future is all these things that haven","I'll give you a chance to...uh, to...well, you don't have to think about the answer right away. You can think about it a bit more. ...If you want to","I'm going to get some exercise. I'll go for a swim in the evening. I'm going swimming now. I don't think I've seen you before. You seem to be a friend","and we could put our head in a swimming pool and see it from the other side of the pool, that would be nice. What was my name again? And when was that","I was just thinking I was going to be in the office, and I was in the office. I was going on my way back to the office, I think. I was in my office.","I know that it's a big question. I don't know the answer. I think if I have a chance to see you, you're not going to be worried about it. You know,","And we're going to have an enormous, huge, enormous increase in the number of people in the United States with diabetes. And people will be dying of i","you know the feeling of it's coming at you and you're just like trying to avoid it, and if you're driving on the freeway and there's a big snowstorm a","you know, that the same sort of thing is happening to me in terms of the Internet, that I'm constantly thinking about it and I just can't get away fro","and we went out and we went up and down the road and saw all kinds of stuff and I got to know the guy from the neighborhood and we went and he got us ","and it's not a great place. It's not a really nice place. So the other thing that was really interesting is that we've been hearing a lot about, you k","I can't believe how much stuff is going on in my head and in my mind and what it's doing. I can't believe I'm sitting here in this chair and there's a","and I'm thinking of this, you know, and I'm thinking I was kind of an idiot to, I don't know, to put up with these, like, these kind of, uh","I wonder about that one thing, right? Because, what if somebody came to the computer lab, and they said, 'hey, I want to run a program that can do thi","I am taking my dog for a walk. I have to make a run for the store to get some dog food. I don't know why I have to take him for a walk, but I","I am trying to think about something. I have something to do with an organization called the International Association of the Disabled. And it's in Sa","I have to say, though, it's interesting. I was trying to think of something to say about how people are different in terms of how they think about it.","I have a very nice house. It's in the San Francisco bay area. And it's right across from the beach. It's on a peninsula. It's a lovely area, the Penin","it's going to be a lot of work, and it's going to take a long time, and it can be very difficult, but, in my experience, when you do it, you get","I feel that I have made some progress in getting a handle on this, that I'm more comfortable in doing this, and I'm very interested to hear what other","the same is true of the U.S. stock market, and this is very, very significant. It's very, very important. It's quite significant. This is, and there's","and then we see this new market and we see the market is developing, but we don't see the market developing with a lot of other markets and with a lot","And then I remember, I was reading about a new kind of missile called a hypersonic missile and there was a figure out there about how many times more ","you know, the only thing that is certain is the uncertainty. And the uncertainty is that people can get hurt. I mean, if you had a gun pointed at you ","and that's what's going to happen... [pause] It's going to be a different sort of world, and it's going to have some sort of different rules... [pause","and I know it was a bad decision, but I have no idea how to fix it, and it's really hard for me to find that out, and it doesn't seem to be happening ","so I'm in the middle of some thoughts, and I'm trying to decide, I'm trying not to let myself dwell on this, and this is something that is, that I'm n","you know how that is, right? It's like we've just been talking about it. Yeah. So it's kind of like, 'Well, we've just talked about this and then we","[T]his is a really interesting one. Like if you can do it [the task]...you're like 'OK, so that's a lot of what's happening here. OK,","a lot of the things that people do and think are, you know, kind of... in a lot of ways, they're unconscious. The unconsciousness is important to them","and then there's this idea that I had, like, where, in a world in which we're talking about this and we're talking about the Internet and we're thinki","I'm thinking about, like, my work schedule, where I'm going to work. I've been at the library and I've been in the classroom and I've been working wit","okay, so I'm not sure where we were going with that, but I'm wondering if the work that we're doing here in the lab could be applied to a classroom se","[P]ersonal, I have this thing... where if I have something going on, and it's, like, a big project, and it, you know, if it's, let","I'm doing this thing. I'm just gonna keep doing it. I'm gonna see if I can find anything out about it. I don't know if I have anything else. I think I","you can't really think of these things, you can't think of these without them being in your brain. So, I guess, how does that work? Well, that's a goo","and I was talking about that idea that I have been working on, where you have a little bit of a problem with an algorithm, so what I was saying was, y","you're always in a hurry. You're always in too much of a hurry. It's always more than enough. It's never enough, and you're in too much hurry to do it","I think that I'm supposed to go to the store, and then I'm going to go to bed, because it's late and I think that it's gonna be a long night. And,","the fact that, uh, you know, if you're not going to go to the gym and you're not going out, uh, well, how am I going to, how am I ever","I just think, like, in the first draft of a book I'm working on, I have the whole thing I can write it in this way, and then I'll write it in a differ"],["I see the house. The house is white. It's a very old house. It's got a red door, with white shutters. I'm in a white dress. I'm walking up","[T]hey [the children] just sort of played in this field... [I]t was so beautiful. ... [T]he whole field was like an orchard, ...the trees","in the last room in the last hall in the last building in the last street, he saw the figure, just a shadow, on the wall. He saw it before he saw it. ","it's just a bit too late. Oh. This is an awful time. I have to go in, it's not as bad as it could be but it's pretty bad. I'll go","I feel a little bit dizzy. I'm very tired, and my legs are going all the time. I feel like I'm on the edge of a cliff, I feel a little dizzy and a","you can see the shadows of the trees, and the bushes, and you can see the trees. The leaves are the colour of silver, and the leaves are thick and the","And the person I'm working with, the woman I was talking about, she's got a big dog, and a cat that is a little bit meaner than the big dog. And it's","and then you know it's like a light switch, you know it, like you have that thing where it's like if it's dark you just turn on a light switch and the","and I had a friend in a band, and we were writing songs... I think I'm gonna write a song about... yeah. [silence] Oh no! [long sigh] [music","I can't sleep. I think about this. This is like, I feel this feeling in my legs like this. I can't remember the name of this song, but I think it's,","the earth and the sky and the... the sea, and the fire, and the air, and the darkness, and the light, and the sun, and the stars, and the planets, and","And the snow on the mountain, the mountains are beautiful... There's a mountain, and there's a big lake, the lake's so big, and the mountain, and the ","the earth, the earth, the earth. The earth, the sun. The earth is the earth, the air. The earth, earth, the water, the water. The earth. The air","I'm lying on the grass... in a field of grass... and I can see the sky... the sky is so blue... the sky blue... I'm looking up and the clouds are goin","like the story of the king of France or something like that, when he was dying and he saw his subjects all crying in the front of him. So he said 'wha","the sun is burning on my face. ...the sun is on my face ...and it's warm ...I feel like it's going to rain. ...the tree is blooming. ...a bunch","that is just a whole bunch of ants over there. (He looks) like a mountain. (Laughs.) Like a huge mountain. And then there's all of these different peo","And, like, I'm supposed to, like, be like, 'What are the odds of you being like here?' Like, I'm like, 'There's about a 1% chance","I think I got that right, this is the second one, oh I have this one here, I think it's this one I got to say, you know, this one is the big one","umm, yeah, that's the kind of thing you'd do for a really good story. A story where you could really make out what was happening. Um. No, not like a v","I think my dog is in the yard, I think my dog is, um, in the, um, yard, um, the back yard, I don't know if he's outside or not","and I'm trying to figure out where this is. I think this is in the south. But I'm trying to remember where it is. And I've been on this, so I'm trying","And then I'm going to make a comment. I'm going to talk about this because I'm in my first year of college and it's very interesting. You know, the id","I've had a dream, and the dream was like it's going to be like, we're going to play a game of Scrabble, and I'm going to be the first to get to","I just realized I have this book right here in front of me, and it says 'The Future of Us' and it's all about the future of the world. And it says, 'A","the three of them were playing, and this is when I was going to start, but it was before that and they were playing and this is how they were playing.","the idea is that people don't make decisions, but rather, they make ideas that have the potential to become decisions. And then when they make the dec","and it's so hard to get things to look right on the page because it's really hard to draw straight lines. Because you've got to do a lot of things on ","and so I can't believe that, because that's just not the way I think. And if you were to try to say, like, let's say you're going to start off and you","this is a number of little things that I've done. One is that I have a very, uh, the very first time I had an idea for a website was the first time I ","you know, like if you're making an application, and it's a web page, you have to put a link to the next page. You can't just say, this is the end,","I could take a few steps at a time. And then I could go and take some steps forward and see how many steps that is, how many steps. And then maybe I c","and I would like to say that we've had a lot of growth. We had a lot to learn, especially in the beginning, and we had a lot more people to learn from","I think of this, but the thing is I think we have the best data set. We have the best possible data set and I don't think it's ever going to improve b","that's an important point, that it is possible to be a good leader and also to be a great leader. I think that's an interesting way to look at it. Tha","so then you have to be the one who goes back and makes the connection between the different parts, the different aspects, and then you're going to get","but then, that's not very good for, for, well, for me. I mean, if you do that, and you put the whole world on one axis, it's just not very","I am not sure why I'm not interested in what I'm going to be doing later. But I'm not going to be in that. I'm going to have to do a bunch of other","we've talked about the topic of time management for a little while, and how we're not good at it. And I think that the main reasons we're bad at it ar","I'm doing a presentation today and I'm nervous and I'm worried about how the audience will react to the material that I'm giving. I know that my slide","And that was an interesting story to hear. That was actually a pretty good story, that one. There's something like that in the Bible, I think, that's ","we could go down the road and then do the math and say, how much money are we making on each person and how many people should we have at each station","So the next question would be, if the idea of a brain as a computational machine is so good, how do we use the brain as a machine? So, I think a lot a","and this is just what I was trying to get to in my earlier examples, and I think that we had a few minutes to figure out how to do it, right? So here,","this is the most exciting and the most frustrating thing about this project. There's a lot of things that are exciting, but the frustrating thing is, ","I have a new blog post I'm thinking about. I think it'll be on the idea of the 'fourth' AI paradigm. This is a topic that I've been thinking about for","So, I was thinking about how my brother and I have gone into this thing that we've created, and we call it a web of work. And I'm trying to think, wha","and the way we're going to get through this and make it happen and make it work, we're going to have to work really hard. It's going to be hard and it","so, we got all these different sorts of things like, yeah, okay, you know, you're doing that, and there's a lot of, uh, people that are in the same bo","what was the number of the project? I don't remember. I think it was 97 or 98. So we're going to have a system that's going to be like","I have a lot of clients and we do a lot of training and they're all over the board from entry level to executive. But most of them are in the middle. ","yeah. We can think about the number of users. The number of users who are actually going to come to our site. And then there's also, there's two, ther","we're working with a couple of different methods in trying to help people. We're also doing some sort of ... well, we're also doing a lot of research,","I am trying to figure out, what the optimal length of time would be, to implement a particular algorithm on a particular network topology, and to find","I'm not a very good driver. I'm a very bad driver. I think the other drivers are probably just as bad as me. So it's very likely that they are on the ","okay, and I was just thinking, if the weather is still on the cold side in January, it's going to be a little bit more challenging to go out in the fi","you know, you can get your doctor to order a blood test, which will be a cost to you, but a blood test can tell you that your cholesterol is too high.","I'm just thinking about some of the things we were doing last week, like with the [anonymized] project, and just thinking about like how we're using t","I was thinking about how people can have a bad day. Like, you have a bad week, and your week is just totally bad. And it's all because of the person w","and it's... it's really good that we're doing this because I think that, um, it's... you know, that's a... it's a really good thing to have a sense","[I]t's the time to build up an extra buffer stock, so it's not something that's going to be... there's no... there's not enough cash for these [worker","it's kind of scary how easy it is to just start spending a lot of money. I'm trying to control that but it is very difficult to control your own spend","I just had this idea to go to a place called...I think it's a real estate company, called, a name escapes me at the moment... I was thinking of trying","the way that we, the way that people can see themselves as having these different traits. So, if a person's got high conscientiousness, they might hav","so, you know, the second thing I would say is that, you know, there's a lot of people that you know that are, you know that I would like to be, but I","and I was trying to work on my resume and then I would forget, I would look at my resume and I would forget what I'm working on and I would have to re","I have a bunch of questions for the system, and one of the questions is, does the system have access to this data? And so that's something that I woul","I think maybe we can do a thing like we're just doing an analysis of the data and it's a set of things that we know that are going to come out in the ","Okay, we'll make this work. We'll have this, we'll have this and that and then we'll make a full proposal for that. Okay, and then the second part of ","we have a new director, and he's going to be doing some stuff with the application of the big five, and all this kind of stuff. So we have to look at ","I'm kind of having a hard time understanding how this is going to go, you know? I have to look at the, the other things that we're doing to figure out","that's how you're going to be able to make the changes, right. Because right now the model is not aligned with what we want to do, or at least we need","this is something we should do for the rest of our lives, or for a good long while. It's not like I'm just going to wake up in the morning and do this","I've done a lot of research into this, and I'm still working on it. I was working on it for a while. I did some research on the best way to set up a l","what is the probability of getting an exact match to an actual person, like what you're trying to do. It's a hard problem and you might want to think ","... the 'X' in X bar is not an X bar, but a very basic unit. That's why it's called X bar. The X bar is just the X plus the variability,","I guess that's why in the real world, you can't just write something out and then say that you're done. You have to have an experience. I remember bei","And that is, that we're in a position where, there's a lot of other work going on, and I'm, I'm really, really focused on this work. And I feel like","I've seen a number of people, so many of the things that were coming up... was kind of how people have responded to my work in different contexts, whi","this is one of my favorite classes, is the social work program. It's a really interesting program, and I'm actually working with some of the students,","a little bit of it, it's the same way that the other, the other idea that we've discussed with the group is that, um, some of the students who come to","I can see how in a lot of ways this would be the same as... or maybe it would be similar to a dream state, in that a lot of the time we have this kind","that's why when you have to give an argument, it's important to be careful that you're not putting forward a non sequitur and the non-sequitur is when","and there is a sense in which that is a good thing. That is the thing that the economy has to be able to do and that's the reason why we're not in the","I'm thinking about that one time that I got a job where I was paid twice as much. The job I got was a consulting job with a small, private consulting ","I was on the plane from India to England, and I was flying back. It was the first time I had ever flown to Europe, and I had a very good conversation ","I have an idea about why we see more than we have to see. We have more than we need to see in a way, and if you see more than you need to see, then th","there are two of these things. We call them the inner core. This is something that's kind of in the middle, and then there's something that's called t","this is where I have a lot of issues. So, it's an area I'm interested in, in general. And also the way I've been thinking about it. I think that's bee","I'm trying to figure out what my values are. And I'm trying to be like an ideal person, and I'm trying not to be so ideal, I guess, that I'm kind of","I'm going to say, that's my whole point, is that we don't know what our own thoughts are, because we're so heavily conditioned. The whole conditioning","this is why I believe that it's actually very important to study the different systems in the brain that have been suggested, and have been suggested ","And so I think that a lot of it comes down to this, because I think, I have a lot of confidence in people. I think, we have a lot to learn. I think I","so there's no particular reason that we can't be happy, you know, and we don't have to be a particular kind of person that is not a particularly good ","we'll have to make sure that there's enough space, and then we'll have to be able to use that space in ways that make sense and that work for us, so w","I'll make a pie out of this. I'll make a cake out of this and then make it into something that's usable and useful and usable and usable. Yeah, it'll ","you know, I remember I was driving, I was driving a car down the road and I was really like, you know, making some money. I made a little bit of money","this is my first day on the job, so I'm pretty fresh on the job and I don't know what I'm doing, so I have to keep my eyes open and I have to be","so you have a lot of control over how you set your own price, right? So that's something you can control on your own. Right now, that's all you're rea","I'm thinking that it's a bit more of a mixed bag of information that you'd want to get, compared to just the number of downloads, the number of users,","oh no, no, no. I got it. It's a pretty simple formula. It's really pretty simple formula if you understand what the denominator is. And what the denom","and there's also like, this other kind of data that is related to this. We've seen that in the past, I think it's 2019 that we started to see this","It is the world's most common language and that's all right and then they also say that that's why they want to get to that language, because it's the","the only thing that's really not clear to me about what you're describing here is the idea that if you were to take a certain set of data and say, wel","I was thinking about what I'm doing for work right now. I'm working with a person that I work with all the time, but who has a different perspective f","and that's really interesting. What I'm wondering about is how a lot of people that are involved with AI and things like that are coming up with those","and so what was the difference? We don't have any, no one really has any, any real power over the system that is in place, right now. I mean the world","and that's part of the problem with that is, you can get a lot of information from people who are experts on something, and if you're willing to trust","what is a human being, what is a person, a being? What is that? It's this ability to think and reason about a lot of things in a way that's very abstr","so I could be a great leader in the sense of having a big impact, having an impact in a lot of areas. ... But I could also be a great scientist. ... I","and I'm thinking of the last time that we did something that we did with you guys, we were all at the beach in the morning. It's been a while. I've go","that's pretty much what's going on, is the idea that there are these two worlds in the mind, one which is the conscious mind where we are actively usi","I've been doing this all day, it's actually very relaxing to just do this, which is an interesting thing, that it's actually a form of meditation, tha","I've been having a lot of thoughts about my writing. I've got a couple of things going on. One is a story that I started a couple of months ago, that ","I have the opportunity to present research findings, so I've been thinking a lot about that. And that's really where my thinking has been going. It's ","and that was just... well, I have to... I'm trying to write a book on this topic. And so far, I've gotten to, to the idea of the future. So,","it's a good point. That is a very good point. There is no such thing as an absolute truth, a complete truth. That's what I've been trying to say is th","this is just my first experience. I've read a lot of papers on the topic, but it's always been a bit difficult for me to find a way to actually do it.","I guess I'm not very good at this. I don't want to say that I don't have any insights, but I have a hard time organizing my thoughts into anything tha","I guess what it would be for a data point to be considered representative for the sample of data is that it needs to be representative of the populati","the past was all about what you knew to be true at the time and then there were many times when you would have a lot of evidence for a hypothesis or a","[01:58:00] okay, I'm going to keep talking as long as I can. [02:01:00] I'm just going to see","you know, like the moment where they had a space shuttle and they had, I think, they had one or two or three crew members and the whole point was to s","this is the 21st century. And there are some issues with climate change that are really important and important for us to understand. We really are go","a few months ago, we were doing some research on this. We have an internal review process here, and we've been using this tool to make our internal re","so the first question was about the context, where we are going to be going, right? So the context is that we're going to be building this and we're g","[t]his [is] very, very, very interesting because I was actually just talking to my supervisor about, you know, where we are now, where we've been goin","And I'm sitting there on the couch and I'm, uh, just thinking about, uh, the, the, you know, the, uh, thing that I have that is very close to","we are so good at this, this whole process. It's really cool that we do it, I mean, I'm an anthropologist and a sociologist, and I know how social the","and we are looking at the data, the data that we had previously collected and we're trying to look at, well, we're looking at what they're seeing. The","you know, so it was, it was really interesting and I've been working on a couple of projects for a little while now in this area, and I'm just in the ","I was watching a video and it was a documentary on this woman who was an activist in a small town and it was an interesting story. It was about a smal","what is the purpose of this class? We're having an introduction to the class, and we'll be doing some sort of exercises. We're going to be doing some ","well, you know, we're in a situation now where we need to be thinking about how we can be more productive in the way we go about our lives. And that's","I don't think I'd do it that way, but I think what I'm doing with that is I think that, um, the idea that the goal is that the goal, the thing that","the reason I was having such trouble with this particular problem was because I didn't have the right information to even know how to approach the pro","but also, you know, if I'm a leader, and I'm like, I'm going to be like, I've got a big project I'm working on, and I want to bring","the idea of the self is actually quite fascinating, because that's one of the big things in the cognitive science of mind right now is how does the mi","okay, I'm trying to think about the big picture here, but also I need to think about how the different things fit together. And I think what's importa","this is very similar to the concept of the mind map that I've heard in many ways. It's a very visual way to create an outline or a plan for your ideas","And this is interesting because you know it's an area of study and I mean there's a lot of people that study that I have a lot of knowledge about, and","and it's interesting how we can get so caught up in our own ideas, we don't take time to look at how our ideas affect others. But, the idea of teachin","and I can't just say that because I think we need to consider, well, you know, the technology that we're using and whether or not it's a good thing or","a lot of my work, it's actually about a lot of the things that I have to deal with every day. And you know, that's a problem I had. I'm in a field","so then you have to decide how much money you're going to invest in that, and how much money do you think you're going to make. And I think for the lo","that the government can't be held accountable because they have to keep a lot of the people that they work with from being held accountable in the sam","the number of people that are here that I think are either in denial about what's happening or they're trying to take the blame away from themselves. ","but what I don't know is what is the impact on a global level of the work that we're doing. I have seen this in my own life, that when we do good work","And then I started to think about some of the things that the people in our country that we are fighting against. They are basically getting their dat","we are so scared because there's this war going on in Ukraine, and we've seen the amount of weapons that are coming to that country. And the amount of","uh-huh I'm on the internet right now. I'm just looking at all of the stuff and it's it's you know I mean it's I'm I'm in in the mood to","you know I just... I'm thinking about that. I mean it was not like... like we didn't have a... it was not an open season where they just picked up ran","The US government has been funding this for a very long time, so it's going to be very difficult to cut off funding. ...And if you look at some of the","I was a big fan of, well, you know, it's not a bad idea. I've got a lot of ideas. The idea of, you know, is you know, like,","the other thing I'm thinking about is that, that the thing that we have to keep in mind when we're dealing with the people in the developing world and","what I want to do is to be able to develop a sense of how many different kinds of jobs could be done in a particular place. So if you're going to go t","I remember that when I first heard the news of the shooting in Boston, I was in an elevator. I was going down. I was in the middle of the elevator, an","this is the day that I would have liked to have been able to stay in the office a little bit longer, and then come to work, to the office, and be able","there's a couple things I think about that I haven't really talked about or dealt with that I think is probably part of the reason why I'm feeling mor","you know that they do that. They can, you know, they can't tell where, like, if they're in your face, or if they're off to the side, or like you","I mean, I have been in these conversations before about the, you know, the cost of the mortgage, and the, the rent, and all these other things that we","It's about time for us to make some changes to the way we do things, especially the way we work. I think, for example, there's some of that kind of th","and you can see that the two of them are getting a little bit of a little bit more. That is actually the direction we are going in and that is actuall","you're gonna have to think about that for a while, and I guess, I guess, that's the big problem for a lot of people, you know, a lot of the people tha","and, um, and then, um, but it's a very difficult problem, the one that we're, uh, that we're going to be facing, right now, because of the,","well, and you know, it was really a different way of doing things, but it's interesting to see how some of these ideas from that, you know, era of, of","I feel like I don't have enough time to do all the things that I'm trying to do. And then the other thing is that I feel like we're always coming back","so I'm doing all this. And I'm like, I've got a big problem here, right, where I'm working with a team that's been working, not great. We're not","It's a great feeling. I have a really great feeling about being back in the States. I've been away from the States for quite some time, so it's great ","I had a vision, which I believe was a sign from the Lord that we were going to be successful in our mission to the United States, and we did, and that","[T]hat is a new kind of experience for us in terms of how we look at ourselves and how we look at our work and how we think about it. I think it's goi","and so, one thing that you can say is that I think, and this is a key point, that the entire life of the American people has been, and will be, shaped","and then there was an attempt to make a sort of a living. And the first thing is to try to get some kind of an understanding, of what we know, how we ","so that's the thing, that's the problem, is that I believe we live in a country that was built on lies, so if we want to fix this problem of how do we","I'm wondering now, if there's going to be any kind of... an effect, when it comes to, you know, what happens in terms of the actual outcome of this, y","and we should get down to the details. How can you take, let's say, an environmental company, say, a wind energy company. How does a wind energy busin","I'm thinking of a very close friend of mine, who is a colleague of mine, is a person who is an excellent friend and colleague in our industry. We've b","I'm going to make this a very short article. I'm going to go to the University of California, Berkeley, and I'm going to learn about the systems that ","I don't even know where I stand on what's happened in Iraq. I've had a lot of conversations with my colleagues about how Iraq is perceived. And the pr","I was just reading, the other day, an article in the New York Times. It said that a recent study, using a survey, indicated that about one third of al","I'm going to do a lot of this thinking in the coming year. I'm going to go on vacation, so I'll be with my family. And I'll be thinking about how do y","we're going to be working on the new legislation to get the new legislation passed, and I think the next thing is probably going to be to have a littl","So what was that? The reason we want to be a world leader? Because we're a world leader. What does that mean? We're not. We're number 32, maybe in","this is how I felt. I feel very good because I have some good friends. I have a group of friends who are very good in the field of work. They are the ","I mean it's important that there's a good market for it, but I'm really interested in the market for it is a market for the technology. So I mean you ","I have a couple of kids, but they are mostly teenagers, and they have been on their own. They're not in college yet, but they're really going to colle","I was thinking of a story I read about a couple years ago that talked about the ways in which people are used to certain things by government agencies","I remember being a kid and I had to take a test on the Civil War and I had never heard of the Civil War until I was 10. So I couldn't help but think t","we've got to get this right. We've got to make sure the world knows what we're doing here. We've already been here. It was a very exciting time. I'm r","And you have a very close relationship with your children. I don't mean you're on your knees with them, but you're very close with them. You know, you","It's a great responsibility to be here. It's not that you're here to make it or do it, it's that you're already here and you are to make the best of t","this is a whole group that has come to that conclusion about the best way of using the funds to bring about the most good for the most people in the w","I don't think that the Church should be allowed to be an agent of American foreign policy or an agent of anything else in a way that puts them in the ","we're going to have to make some hard choices, so I'm going to make some tough calls here. And I'm going to have some tough choices to make. But it's ","there's a whole new world of work to do on this. So I've got a couple of people, the two people in the UK, who are actually really, really engaged wit","I was actually thinking about my current project and that I was just going to do some stuff for the people in my lab, and the people in the lab have d","So that we're talking about the level of the country. And I was thinking, there was a book that came out recently, I think it was published last year ","I wonder what a person who comes back to the United States is going to look like in five to 10 years. That's another one of the challenges. I wonder, ","the thing that's not working is the government's just trying to get things done. And I think that's what's happening in the government's really trying","what I have been thinking a lot about this week is the fact that, I think we've been doing a lot of good work, and I think we're actually getting read","it was a kind of an exercise to me, a kind of a mind exercise, so I didn't get too tired. And it was a great opportunity for me. I always knew that I ","we've done it and now I think they'll want us to do it more often, because there's this opportunity of helping the community. And we were wondering, h","so we have the potential to grow, to make change, and we're doing it, right, and then we've got to make some more decisions to continue that process a","I'm saying that we need to find something, the kind of something that you would normally find in the middle of a conversation, where I'm trying to fin","the more time I spent with people, the more I liked them, the more the differences between myself and them became clearer, the more my sense of self b","and now I'm in the situation of the professor who has a large group of students and he's asking them, he's interviewing them, and they're not really s","I'm reading, actually, a little bit more than I have in the past, and I'm trying to figure out how to write a thesis...I don't know...and it's not tha","I think that if there's a lot of money that comes from one place, then there will be more opportunity. I think the opportunity would be there, if ther","and I'm in this whole other area where it's basically a bunch of people who are making decisions, but it's a lot more transparent than it would be in ","in some sense I am trying to become a good citizen. I have been a citizen for the last 15 years, and I want to be a good citizen, and I have to think ","I guess that was a good thing. I don't know why people would do it. You know, I have some thoughts about it, I'm going to take them, I'm probably goin","I have a tendency to believe that in order to have a happy life, you have to be in love. But that's just because I'm an extremely insecure person, bec","I don't understand what the purpose of this is. It's like the experiment that I don't want to do is not as fun as the experiment that they really want","the idea of being a mother, being a father. The idea of being an aunt, of being an uncle. You know, it's funny. I mean, I don't know if I really","I was born in 1973 in the state of New Hampshire, and my parents were very much involved in their religious life, in that they were Episcopalians. My ","so what do you know about the person you're going to be doing the relationship with, if they've been married, what's going to be the dynamics of a rel","it's my turn to say it's my way of saying goodbye, and it's something that I've been thinking about a lot, and it goes back to the time of my being he","I know it's been a long time since I was in a serious relationship, since I was seriously in love. I was in love with someone who was, in many ways, k","I'm not sure how I feel about that. I'm sure I should be proud of being a part of the whole movement of people who've been very dedicated to that caus","you know, I've been doing this all my life. You know, I just, I'm a, a human being. I don't really have a philosophy, but I know I want to","I think there are many aspects of it that are very important. I've been looking at this from a completely different direction, because I've been a pra","the end of the day is the end of the month. The end of the year is the end...what am I thinking here? You know what I am thinking. I am thinking about","[I]t's like the beginning of the 21st century. And in a sense the beginning of a new millennium. We're coming to the end of the 1990","I don't know how to put it. But I have an idea. You know, it's all right there, but I'm not sure if I can put it into words, so maybe I","so it's like... you know how in the beginning of this new life, we are a blank slate. Well, if we're a blank slate, what is it that determines what ou","I'm thinking of all the other people, and I'm trying to see if there's any reason why I would want to help them, other than just because I'm a human b","I feel so at ease here. I'm so happy I'm here, and it's so good to be alone. It's so nice not to be in any hurry. I'm happy that I","I feel like I'm living in a movie. There's a director, and he's not really there. He's in the background, but he's controlling it all. I don't feel li","I was just wondering, and I don't know how to explain this, but... if I was to go back and relive this time, and go back and be a kid, and see what","and that's the problem with that. I mean, I was hoping I would be able to go down to the store, but then it was so I could make a trip down, get the b","I was thinking about my sister and I'm thinking she might be getting a little tired of this job, maybe she wants to move on to a different kind of pos","I think about a lot of different things. I don't even really think about what I want to do for the rest of my life, what I want my career to be. I hav","and I'm sure you were a little surprised at the [the] amount of money [that] it cost and then, you know, it cost me more money, and so I just felt,","So, I'm thinking about a lot of my memories. And it's funny because the one thing that's always come to me is that one day my father had his heart att","I'll never forget my first day of college...and I was going to a very good college, I was going to Cornell University, and I was very excited. It's so","And it's funny, like in the classroom, I'm a professor, and I'm a writer, but I'm a real professor. And I mean like, I'm on my feet. Like","I don't want to get married, you know, because I'm afraid it's like being a part of this family or something, and I don't like that, so I don't think ","And then he [a man the participant knew] started to die and then I had a very big headache. And then I thought, I'm gonna lose it if I have another on","I see an old man who's sitting here. He's sitting here all alone. He's got a little cup of coffee with him, and he's got a book in front of him. I","the image of a man with a long beard sitting in the chair, holding a drink in his right hand, and I was looking at his face, which was very, very wrin","this is a strange feeling, is it not? I could have stayed at the club, but it's hard to do that and look at a woman, and look at her eyes, and I'm","I feel quite small. I think there are thousands of little worms under this table... I am a big worm... I can see them all and I have a little tent whe","oh, and I just remembered I didn't think I got that out yet, so I don't know where that went, or what I thought about that. So there it is. The last o","this is why, why I was told I'm not allowed to...to say, say that, say anything, because I think that the person would go off the track, off the trail","and if I could have a little more light, maybe that would help me think better. It would be nice to have a light. I need to be able to see the way I'm","and we all have different skills. We all have different strengths. Some people, you know, they're just better at things, they just have more natural a","I think they're all just talking about their lives, trying to get to know each other, trying to find out who they are, trying to connect with each oth","a little bit of an adventure, that's the best thing, right, just an adventure. You know, I went camping and that, you know, you can't, you can only pl","the guy that was doing the whole thing, the whole thing that was like the whole thing was the guy. And the guy was the one who did the whole thing. An","a little bit of my left ear is so soft and silky and it makes me kind of want to put my hand inside my ear to just play with my ear because it's just ","and I remember this, you know, this, this, I remember a story about this. I remember when I was a kid, I think it was, I remember that, and then I rem","and now, I guess that we're just going to wait for the rest of the week to pass and see how this goes, you know? We're going to see, I'm going to see","we're doing a lot of work on that and you know...I mean, I don't think...we're not quite finished...I think we're pretty close and I think we're on th","and you know that this is a 1997... I don't know... 2000? I'm trying to remember the year. I remember 2004 when","and I have to be more careful about how I think about things. Like, if I do a lot of reading, I get into the habit of looking at the details, the deta","I'm in the middle of a dream, where I'm looking at a beach. But then it starts to get really warm in my dream. The sun is getting really strong. I sta","I think you've done it. I can't see it. But I can see it in my head. So I can tell it's been done. You're really smart. I think that you","I'm here in the room. My hand is on my forehead. I can't remember. I can see the floor, the floor is about two feet away. I can feel the wall, I","The whole thing, the whole thing is coming together. The whole thing. There are so many things coming together. I just can't get it to come out. It's ","the little boy was sitting in his room, and he was going to do the same thing, and then the little boy was playing and he had a little dog and the lit","and the thing is, there's no way I could do it because I've got too much stuff on my plate right now. But I'm sure there is a way of doing it. There h","I don't think that was very good. No, that was not very good. Well, I was just thinking that, oh, yeah, I think that was good. Well, no, not","I have a friend. It's a woman. She's married and has four children. I'm not sure what I was going to do next. Oh. I'm going to give her a letter","I guess that's why they have a lot of people on staff there at the hospital. That's why there's a lot of doctors. It's like that whole thing about, yo","I'll talk about how to get the money together to move, the real estate. I would want a very low rent, and a place that's easy to get to. And I guess I","I'm in the hospital, it's a hotel. I was born in a hotel room and I think it's going to be the same. I'm in a hotel and it's a hospital.","I was thinking about the number of times I saw him. I guess it must be... uh... eight or something. I can't remember offhand, but I think that's what ","we were talking about... about... that... that... uh... oh... about... about that... the... uh... that... I don't know... about... uh... about... the.","and I'm just sitting here... I think this is what it's like to sit here... it's like sitting on a sofa at home, or it's like sleeping, but it's like..","so I'm reading about how to do this, you know, and it's not that hard, it's not like, you know. I could probably do it if I had to. But I","it's hard to believe that... I'm still alive after everything that's happened in the last few years. It's hard to fathom, it's almost like... if I cou","a lot of people who are, well, not on this side of the fence are more willing to be on the other side, because they've been indoctrinated so much that","it's like it's been a while since I've done that, like, for a while, I'm trying to think of, like, if I was in a situation where I knew it was","I feel a lot of pressure. I feel a lot of anxiety. I don't know where this pressure is coming from. It's not from the outside, I guess. I don't have a","you know I've had this idea for a while that I could do something with my writing, like write a book, a story. And I haven't done that. And I don't kn","I just woke up. My wife's been out all day, so I'm on my own. I'm not really a morning person. I think my sleep was a little later than normal last ni","I am a 61-year-old male. I am an independent contractor. I have a home, a car, and a dog. I have been working as a freelance writer for the past","we've been talking about the war on terrorism and all the war on terror stuff and then they just had a guy who was a little bit more on the right of t","the only way to fix it [the 2008 recession] was to make the system more efficient. And that was really the only way. Now I don't think the Democrats h","so you have the idea that they could get all the money out and just, you know, send it back in to China and use it for something else, or you know, we","I was in college, and I was doing a program on the Internet for a couple of years and I was actually doing some computer stuff, a bunch of different t","there's a lot of things going on there. One is I think that the fundamental thing is to make sure that we don't have these sort of, well, I think that","it's interesting how you know that it's a little bit of a, it's a good thing, but you kind of feel like you have a duty to do this thing, you know, th","there's a problem that's been nagging me for the past couple years that I've been trying to figure out, and it is this: I was talking to a guy today, ","I just read a study about the long-term effects of being on the autism spectrum on the brain and what we see in the brain when we are in certain condi","you know, this whole idea that you can have a conversation with a computer, with a machine, that you can ask it questions and it's going to give you a","And so, and so, that's what they call, they call the, I don't know, the theory of the mind, the theory that the mind is not just one entity, but it","I have a strong feeling that you have a strong connection to the universe, and that's really interesting, but the more we talk about it, the more it b","I'm not sure why I think that. Because the word 'surprise' is, for me, very interesting. Because it's the opposite of 'surprised'. So 'surprise',","[s]o, I had a dream that I was on a plane going from Los Angeles to Chicago. It was like a really old plane, 1930s kind of thing.","we've got to find a new world, you know, a new civilization. ... I think the old way of thinking was, the old ways were much more hierarchical and cen","in the past, I have always been a pretty good student, and I've always been an average student in every class, and I always feel that I was an average","and he is really looking forward to the prospect of the day when they're going to be able to really make a serious study of the area and they can have","and then I started thinking of the movie The Wizard of Oz, and how they had these weird, weird costumes that they wore, and the weird make-up. And I s","[I]t was in that kind of situation where I first met some of my future friends. I was there at the beginning, and then some of them came later, but I ","[I] was just wondering why [I] don't do it [write] on the computer, like with the mouse, and then save the text [and] write down the words. So","And the guy's face is really ugly. He's like a horrible person and his eyes are just really creepy and kind of, you know, sort of weird looking. But h","[The narrator] is an anthropologist studying a culture who's supposed to be the main character in this story... but it's not like she's going to be th","I feel like the world is ending right now. The world is ending. The world's ending. The end of the world, the end of the whole world. I feel like the ","I'm not sure I even want to go on a date. I mean, it seems like the whole point of a relationship is to eventually end and I just don't really want to","I'm not sure how to respond to that... [she looks at the camera, looks away, looks at the camera] Okay, you know... you know that thing, the whole, li","yeah, I'm like, this is it. We're done. Like, we're going to be like, oh, okay, I guess I've just got to go. Because if I stay","I feel really good, really good right now. I just want to sleep. I feel like I can sleep for 60 years or 20 or something, but I'm just going to","and so, it's just a real nice idea. So that's good. I'm not really sure what you should do about it because I'm not a lawyer. I guess it's the fact","I can see a lot of the things that are in the back of my head, and a lot of my plans and stuff, but I don't know if I'd call them spontaneous. It's","the woman in my head and the man in my head are having an argument about the woman in the picture. I think it's just me that's trying to make sense of","that's kind of interesting. I'm really not sure if I like that or not, but that's what it is. And then I think I'm just trying to look at it from a di","I think it's the best thing you could do... You could go out there and I'm sure you'll be fine. I really think you would do good in there and I think ","So we could try to have a better chance of success for our group, and it's really a question of trying to learn something from the experience of the o","I think about the future, and the future is quite complicated. I'm very interested in the future. I know that the future is very complex, but I think ","[t]he way we've been told is that [in the future] there will be a big push towards having a more educated workforce, and that means a more educated an","I see a man and I think that this man will go to hell. And I see a woman and I think she will go to heaven. And I think that it is a very small sample","I was thinking that it must be the best of all possible worlds in some sense, because if there is anything in our world that we have to be satisfied w","The entire question of why there is consciousness at all is, to my mind, the central question of science. It is not a trivial one, but an important on","I wonder what it is that's going on here. What it is that determines that I have a thought here. In fact, I don't have the words to express this, but ","the idea that I'm writing this is to see whether I can make a general observation about thinking. I'm trying to decide whether this is a general or a ","what is the purpose of my life? That question has always intrigued me and I think the reason it has intrigued me is because it's very hard to answer. ","and then, at the end of the day, I get that, ah, well, okay. I've got a job to do, so I'm going to get it done. And then I","and it's like, you know, my problem is not, like, that I have an academic background in chemistry, which is interesting. The problem is that I've alre","and then I thought, what do you think I'm saying? It's the question that the book is supposed to answer: what is the difference between the mind and t","and I guess the whole thing is a sort of a critique of the present, the way you do a critique of a novel or a poem. In the novel it's not just that yo","I don't understand that, that's a lot of money. What are you going to do with it? What are you planning to do with it. It's not going to be any differ","this is what we're talking about. Let's make a list of some of the things that have been invented since the beginning of time, and let's also make a l","that's all well and good but it's not all well and it's not good. And that's all well but that's not all and that's not well. That's all well, but","I've got to have a nice cup of coffee, I can't do my job without a nice cup of coffee. And then I can have some breakfast. And I can get started on my","the same thing happened to me, it's kind of like a strange thing. It happened in the morning when I woke up, and the light was off, so it's not like i","I was thinking about some of the people that I have met that I really admire. There are a few that I'm pretty sure I don't have a great deal in common","and it's a lot of people. Well, actually, not a lot of. I've done some thinking on a lot of things. I'm a very, uh, very, I'd say","and I think it's interesting how the little boy looks so much like the little girl. 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I have been thinking about the things that I have b","thinking about the fact that I am going to have to go to the dentist, and that I have to go to the","thinking about the fact that I have a lot of work to do. I have to finish my project, and I have","thinking about the fact that I am recording my thoughts. And I am thinking about the fact that I am thinking a","thinking about the fact that I'm recording my thoughts. And I'm thinking about the fact that I'm thinking abou","thinking about the fact that I'm a little bit tired, and I'm thinking about the fact that I'm going to","thinking about the fact that I am listening to this recording, and that I am thinking about the fact that I am","thinking about the fact that I've been thinking about the fact that my mind has been thinking about the fact t","thinking about the fact that I'm doing this study, and I'm trying to think about what I'm thinking about,","thinking about the problem of the day, and the problem of the day is that I don't know what to do about","thinking about the fact that I'm going to be doing this recording, and that I'm going to be thinking about it","thinking about the fact that I am in a recording booth, and that I am being asked to think aloud, and that","thinking about the fact that I am doing a think-aloud study, and that I am thinking about my mind. I","thinking about the fact that I'm going to be late for my next meeting, and that I need to get there on","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I have to go to work tomorrow. I have been thinking about the fact that I am goin","thinking about the fact that I'm not thinking about anything. I'm not thinking about the fact that I'm thinkin","thinking about the fact that I'm listening to this tape recorder. I'm thinking about the fact that I'm thinkin","thinking about the fact that I have to go to the bathroom, and I have to get dressed, and I have to","thinking about the fact that I have a lot of work to do, and I've been thinking about how I can get","thinking about the fact that I'm doing this experiment, and that I'm going to be recording what I'm thinking a","thinking about the fact that I'm going to be late for my appointment. 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I've","thinking about the fact that I have been thinking about my mind, and that my mind has been thinking about the "],["thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the things that I have been thinking about, and the things that I have been thinking about are ","thinking about the fact that I am a participant in this study, and that I am being asked to think about my own","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I'm going to have to go to work tomorrow, and that I'm not going to be","thinking about the fact that I am recording my thoughts, and that I am thinking about the fact that I am recor","thinking about the fact that I'm going to be late for my appointment, and I'm thinking about the fact that I","thinking about the fact that I am doing this experiment, and I am thinking about the fact that I am thinking a","thinking about the fact that I'm going to be recording my thoughts, and I'm going to be thinking about the fac","thinking about the fact that I am thinking about my mind. 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I am thinking about t","thinking about the recording, and the fact that it's a recording, and that I'm going to be listening to it","thinking about the recording. I've been thinking about what I've been thinking. I've been thinking about the f","thinking about the fact that I'm doing a think-aloud study, and that I'm thinking about what my mind has","thinking about the fact that I'm going to be recording my thoughts, and I'm going to be thinking about that,","thinking about the fact that I am a man, that I am a human being, that I am a person, that","thinking about the fact that I'm going to be late for my appointment. I've been thinking about the fact that I","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the recording. I have been thinking about what I'm going to say next. I have been thinking abou","thinking about the fact that I'm going to be recording my own thoughts. 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I have been thinking about the fac","thinking about the things that I've been thinking about, and the things that I'm thinking about now, and the t","thinking about the recording. I have been thinking about the fact that I am going to be interrupted, and I hav","thinking about the fact that I'm going to be late for work, and I'm thinking about what I'm going to","thinking about the recording, and about the fact that I am thinking about the recording. I am thinking about m","thinking about the fact that I am recording my thoughts, and that I am thinking about the fact that I am recor","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the recording. I have been thinking about the fact that I am thinking about the recording, and ","thinking about the recording. I have been thinking about the fact that I am thinking about the recording, and ","thinking about the things that I've been thinking about, and that's what I've been doing. I've been thinking","thinking about the way that I'm going to get to the airport, and then I'm going to be in the airport","thinking about the problem of how to make a better mousetrap. I have been considering different materials and ","thinking about the fact that I'm going to be late for my appointment with the doctor. I'm going to have to","thinking about the past, thinking about the future, thinking about my life, thinking about my family, thinking","thinking about the fact that I'm recording my thoughts, and that I'm thinking about my thoughts, and that I'm","thinking about the fact that I've been thinking about my mind. 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I have been trying to remember where I put it. I have been thin","thinking about the fact that I'm thinking about my mind. And that's a very interesting thing to think about. A","thinking about the fact that I am thinking about the fact that my mind has been thinking about the fact that I","thinking about the things that I have been thinking about. It has been thinking about the things that I have b","thinking about the fact that I'm in a room with a tape recorder, and that I'm going to be recording my","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I'm in a room with a microphone and a recorder, and that I'm supposed to be","thinking about the fact that I'm going to have to do this study, and I'm going to be recording my thoughts"],["thinking about the fact that I am thinking about what my mind has been thinking about over the last ten moment","thinking about the fact that I am going to be recording my thoughts, and that I am going to be thinking about ","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the things that I have been thinking about. I have been thinking about the things that I have b","thinking about the fact that I'm thinking about my mind. 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I've been thinking about the fact that I've","thinking about the things that I've been thinking about. And then I've been thinking about the things that I'v","thinking about the fact that I have to get to work, and I'm going to be late if I don't get","thinking about the fact that I have to go to the bathroom, and that I have to get dressed, and that I","thinking about the things that I've been thinking about, and I've been thinking about the things that I've bee","thinking about the fact that I'm going to be late for work. I've been thinking about how I'm going to","thinking about the fact that I'm going to be late for work. I'm going to have to run. I'm","thinking about the fact that I am in a recording studio, and that I am being asked to think aloud, and that","thinking about the recording of my mind, and the recording of my mind has been thinking about my mind, and my ","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I'm going to be late for work, and I'm trying to figure out how to get","thinking about the fact that I'm going to have to go to the bathroom, and I'm going to have to go","thinking about the fact that I'm thinking about my mind, and that I'm thinking about the fact that I'm thinkin","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I am thinking about my mind. 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I was thinking about how I can get there, and I","thinking about the fact that I've been thinking about the fact that I've been thinking about the fact that I'v","thinking about the problem of how to solve this problem. I've been thinking about the problem of how to solve ","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I have a lot of work to do, and I'm not sure how I'm going to","thinking about the fact that I am going to be late for work. I am thinking about the fact that I have to","thinking about the fact that I have a lot of work to do. I have been thinking about the fact that I need","thinking about the fact that I am recording my thoughts. I am thinking about the fact that I am thinking about","thinking about the things that I have been thinking about. And then, I have been thinking about the things tha","thinking about the recording, and how it was going to be used, and how I was going to do it, and","thinking about the fact that I'm going to be recording this, and that I'm going to be thinking about what I","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have to go to the bathroom, and then I've been thinking about the fact that I","thinking about the problem of how to get the computer to do what I want it to do. I've been thinking about","thinking about the fact that I'm not sure I'm going to be able to finish this study. I'm not sure","thinking about the things that I have been thinking about, and then I have been thinking about the things that","thinking about the fact that I'm not sure whether I should be thinking about the fact that I'm not sure whethe","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I'm going to be recording my thoughts, and I'm going to be thinking about that,","thinking about the things that I have been thinking about over the last ten moments, one mark per moment, in o","thinking about the fact that I am thinking about my mind. I am thinking about the fact that I am thinking abou","thinking about the fact that I'm going to be recording my thoughts. 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I'm not sure if I should continue with the","thinking about the fact that I have a lot of work to do, and I have to get it done, and I","thinking about the future. I have been thinking about what I would like to do in the future. I have been think","thinking about the fact that I am not thinking about the fact that my mind has been thinking about the fact th","thinking about the fact that I'm going to be late for work, and I'm thinking about how I'm going to","thinking about the recording, and about the fact that I am thinking about the recording. And I am thinking abo","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the future, and thinking about the past, and thinking about the present, and thinking about the"],["thinking about the problem of the car. I was thinking about the car, and then I was thinking about the car's","thinking about the problem of how to get the car to work, and then it has been thinking about the problem of h","thinking about the fact that I'm going to have to go to work tomorrow, and that I'm going to be late","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the recording. I've been thinking about the fact that I'm listening to the recording. I'm think","thinking about the fact that I'm going to be recording my thoughts, and that I'm going to be thinking about th","thinking about the fact that I have a lot of work to do, and I have to get it done. I've","thinking about the fact that I am a participant in this experiment, and I am thinking about the fact that I am","thinking about the fact that I've been thinking about the fact that I've been thinking about the fact that I'v","thinking about the recording of my thoughts. 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I'm thinking about the fact that I'm","thinking about the fact that I'm recording my thoughts and that I'm thinking about the fact that I'm recording","thinking about the fact that I am a participant in this experiment, and that I am being asked to think aloud, ","thinking about the fact that I have a lot of work to do, and I've been thinking about the fact that I"],["thinking about the fact that I am doing this experiment, and that I am thinking about what my mind has been do","thinking about the way that I can get to the store. I was thinking about how I can get there, and I","thinking about the things I have just said, and the things I am about to say, and the things I will say","thinking about the things that I have been thinking about. It has been thinking about the things that I have b","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the fact that I'm going to be late for work, and I'm thinking about what I'm going to","thinking about the fact that I have a lot of work to do, and I'm not sure how I'm going to","thinking about the fact that I am going to be recording my own thoughts. I am going to be thinking about the f","thinking about the fact that I'm a very good person and that I'm very good at what I do. I'm","thinking about the fact that I am recording my thoughts. I am thinking about the fact that I am thinking about","thinking about the things I've been thinking about, and the things I'm thinking about now. I'm thinking about ","thinking about the recording, and how it was going to be used, and how I was going to do it, and","thinking about the fact that I'm going to be recording this, and that I'm going to be thinking about what I","thinking about the fact that I have to go to the bathroom, and I have to get up and go to the bathroom","thinking about the fact that I have to go to the bathroom, and then I've been thinking about the fact that I","thinking about the problem of how to get the car out of the garage. I've been thinking about the car and how","thinking about the fact that I'm not sure I'm going to be able to finish this study. I'm not sure","thinking about the things that I have been thinking about, and the things that I have been thinking about are ","thinking about the fact that I am thinking about my mind thinking about the fact that I am thinking about my m","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the way in which I've been thinking about the way in which I've been thinking about the way in ","thinking about the things that I have been thinking about. And it has been thinking about the things that I ha","thinking about the fact that I am thinking about my mind. I have been thinking about the fact that I am thinki","thinking about the fact that I'm going to be recording my thoughts. 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I was thinking about the car, and then I was thinking about the car's","thinking about the problem of how to get the computer to work, and then it has been thinking about how to get ","thinking about the fact that I'm going to have to go to work tomorrow, and that I'm going to be late","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the recording. I've been thinking about the fact that I'm listening to the recording. I'm think","thinking about the fact that I'm going to be recording my thoughts, and that I'm going to be thinking about th","thinking about the fact that I have a lot of work to do, and I have to get it done. I've","thinking about the fact that I have a lot of work to do, and I'm not sure how I'm going to","thinking about the fact that I've been thinking about the fact that I've been thinking about the fact that I'v","thinking about the recording of my thoughts. 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I have to go to the bank to deposit my paycheck, and I","thinking about the fact that I am being asked to think about what my mind has been doing over the last ten mom","thinking about the fact that I am recording my thoughts, and that I am thinking about the fact that I am recor","thinking about the fact that I'm recording this, and the fact that I'm going to be playing it back to myself","thinking about the fact that I'm doing this experiment, and that I'm trying to think about what I'm thinking a","thinking about the things that I have been thinking about, and the things that I am thinking about now, and th","thinking about the fact that I've been thinking about the fact that my mind has been thinking about the fact t","thinking about the fact that I'm listening to a recording of my own voice, and that I'm thinking about what I","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I'm thinking about my mind, and that I'm thinking about the fact that I'm thinkin","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the fact that I've been thinking about the fact that I've been thinking about the fact that I'v","thinking about the fact that I'm going to be recording my thoughts, and that I'm going to be thinking about th","thinking about the problem of how to get from here to there, and how to get there from here, and how to","thinking about the fact that I'm thinking about my mind. 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I've been wondering if it's going to work properly, if it's","thinking about the fact that I am doing this experiment, and that I am thinking about my mind, and that my min","thinking about the fact that I am a bit tired and that I need to get some sleep. I have been thinking about","thinking about the fact that I'm going to be late for work. I've been thinking about the fact that I need","thinking about the fact that I'm doing this experiment, and that I'm thinking about my mind, and that I'm","thinking about the fact that I'm listening to this recording, and that I'm thinking about what my mind has bee","thinking about the fact that I have to go to the bathroom, and then I have to get dressed, and then I","thinking about the recording. 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I've been thinking about what I'm going to do tomorrow, and what I'm going to","thinking about the fact that I'm going to be late for work, and I'm going to have to rush to get","thinking about the problem of how to solve the problem of how to solve this problem. And I've been thinking ab"],["thinking about the fact that I'm going to be in the lab for the next hour. I'm going to be doing","thinking about the recording. I've been thinking about the fact that I'm listening to a recording of my own vo","thinking about the things that I have been thinking about. I have been thinking about the things that I have b","thinking about the fact that I'm doing this experiment, and that I'm going to be recording my thoughts, and th","thinking about the fact that I am here in this room, and that I am listening to you, and that you are","thinking about the fact that I am in a recording studio, and I am going to be recording my thoughts. 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I have been thinking about the fact that I ha"],["thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the things that I have been thinking about, and the things that I have been thinking about are ","thinking about the fact that I am a participant in this study, and that I am being asked to think about my own","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I'm thinking about my mind, and that I'm thinking about the fact that I'm thinkin","thinking about the fact that I am recording my thoughts, and that I am thinking about the fact that I am recor","thinking about the fact that I'm going to have to go to the dentist in a few days. I've been thinking","thinking about the fact that I am doing this experiment, and I am thinking about the fact that I am thinking a","thinking about the fact that I'm thinking about the fact that I'm thinking about the fact that I'm thinking ab","thinking about the fact that I am thinking about my mind. It's a bit like a loop. It's like a","thinking about the fact that I am a human being, that I am alive, that I have a body, that I","thinking about the fact that I'm going to be late for my meeting. I'm going to have to rush, and","thinking about the fact that I'm going to be doing this study, and that I'm going to be recording my thoughts","thinking about the fact that I have been thinking about my mind. I have been thinking about the fact that I ha","thinking about the fact that I'm doing this experiment, and I'm thinking about the fact that I'm thinking abou","thinking about the problem of the mind. I have been thinking about the nature of thought and the nature of the","thinking about the problem of how to solve the problem of how to solve the problem of how to solve the problem","thinking about the fact that I'm recording my thoughts and that I'm thinking about it. I'm thinking about the ","thinking about the fact that I'm going to be late for work. I'm going to have to get up earlier.","thinking about the recording. I've been thinking about what I've been thinking. I've been thinking about the f","thinking about the fact that I'm doing a think-aloud study, and that I'm thinking about what my mind has","thinking about the fact that I'm going to be recording my thoughts, and I'm going to be thinking about that,","thinking about the fact that I am a participant in this experiment, and I am thinking about the fact that I ha","thinking about the fact that I'm going to be late for my appointment. I've been thinking about the fact that I","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the recording. I have been thinking about what I'm going to say next. I have been thinking abou","thinking about the fact that I'm doing this study. I'm thinking about the fact that I'm thinking about the fac","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I'm in the middle of a study, and that I'm supposed to be thinking about my","thinking about the things that I have been thinking about in the last ten moments. My mind has been thinking a","thinking about the recording. I have been thinking about the fact that I am being recorded, and I have been th","thinking about the fact that I'm going to be recording my thoughts, and that I'm going to be thinking about my","thinking about the things that I have been thinking about in the last ten moments, and then I have been thinki","thinking about the fact that I'm going to be recording my own thoughts. I'm thinking about the fact that I'm","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I'm going to have to get up and go to work in the morning. 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I'm thinking about how I'm going to do","thinking about the fact that I've been thinking about my mind thinking about the fact that I've been thinking ","thinking about the fact that I've been thinking about my mind thinking about the fact that I've been thinking ","thinking about the fact that I'm going to be doing this study, and I'm going to be thinking about what I","thinking about the problem of how to make the recording work, and I've been thinking about how to make it work","thinking about the recording. It has been thinking about the fact that I am listening to the recording. 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I have been thinking about the things that I have been t","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the fact that I'm recording my thoughts, and that I'm thinking about my thoughts, and that I'm","thinking about the fact that I'm not sure what to do about this. I'm not sure whether I should say something","thinking about the fact that I have to go to the bathroom, and that I have to get up and get ready to","thinking about the fact that I'm going to have to do this interview. I'm going to have to talk about this","thinking about the problem of the square root of 2. I have been thinking about the square root of 2 because"],["thinking about the fact that I am a little bit nervous about the recording. I have been thinking about the fac","thinking about the things that I've been thinking about, and the things that I'm thinking about now, and the t","thinking about the recording. 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It's been thinking about the fact that I'm liste","thinking about the fact that I'm going to be late for work, and that I'm not going to be able to","thinking about the problem of how to make a better mousetrap. I have been considering different materials, dif","thinking about the fact that I'm going to be late for my appointment with the doctor. I'm going to have to","thinking about the fact that I'm going to have to go to the bathroom soon. I've been thinking about the fact","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I've been thinking about my mind over the last ten moments, and that I've been th","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the problem of the mind. I've been thinking about the nature of consciousness and the relations","thinking about the fact that I'm in the middle of a think-aloud study, and that I'm going to be","thinking about the fact that I have to get up and go to work. I have been thinking about the fact that it","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I've been thinking about my mind being recorded. 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I've been thinking about the problem of the day, and I've been trying","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I am thinking about my mind. It's a bit of a paradox, isn't it?","thinking about the things that I have been thinking about. 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I've been thinking about how to solve it, and I've been trying","thinking about the fact that I'm going to be late for work, and I'm going to have to run to the"],["thinking about the fact that I am in a room with a recording device, and that I am supposed to be thinking abo","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I am thinking about my mind. I am thinking about the fact that I am thinking abou","thinking about the fact that I am having a think-aloud study. I am thinking about the fact that I am thinking","thinking about the fact that I'm doing a think-aloud study. I'm thinking about how I'm going to do","thinking about the fact that I've been thinking about my mind thinking about the fact that I've been thinking ","thinking about the fact that I've been thinking about my mind thinking about my mind, and that I've been think","thinking about the fact that I'm going to be doing this study, and I'm going to be thinking about what I","thinking about the problem of how to make the recording work, and I have been trying to think of a way to make","thinking about the fact that I am recording my thoughts. 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I am thinking about the fact that I am thinking about","thinking about the fact that I'm a bit tired, and that I'm going to have to go to bed soon.","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the way that I'm going to do this task. I'm thinking about how I'm going to go about","thinking about the fact that I am recording my thoughts, and that I am thinking about the fact that I am recor","thinking about the fact that I am going to be late for my appointment. I am thinking about the fact that I hav","thinking about the recording. It has been thinking about the fact that I'm listening to the recording. It has ","thinking about the things that I have been thinking about. I have been thinking about the things that I have b","thinking about the way that the recording was being played back. I was thinking about the fact that I was bein","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I'm going to have to do a think-aloud study, and that I'm going to","thinking about the fact that I'm in the middle of a study, and that I'm supposed to be thinking about the","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the recording. I've been thinking about the fact that I'm going to be listening to the recordin","thinking about the future, about what I'm going to do tomorrow, about what I'm going to do in the next","thinking about the fact that I'm thinking about my mind. And I'm thinking about the fact that I'm thinking abo","thinking about the things I have been thinking about. I have been thinking about the things that I have been t","thinking about the things that I have been thinking about, and the things that I am thinking about now. And I ","thinking about the fact that I'm recording my thoughts, and that I'm thinking about my thoughts, and that I'm","thinking about the fact that I'm thinking about the fact that I'm thinking about the fact that I'm thinking ab","thinking about the fact that I have to go to the bathroom, and that I have to get ready for work, and","thinking about the fact that I'm going to have to do this interview. I'm going to have to talk about this","thinking about the problem of the square root of 2. I have been thinking about the square root of 2 because"],["thinking about the fact that I am a little bit nervous about the recording. I have been thinking about the fac","thinking about the things that I've been thinking about, and the things that I'm thinking about now, and the t","thinking about the recording. I have been thinking about the fact that I am going to be interrupted, and I hav","thinking about the fact that I'm going to be late for work, and I'm thinking about what I'm going to","thinking about the recording, and about the fact that I am thinking about the recording. I am thinking about m","thinking about the fact that I am recording my thoughts, and that I am thinking about the fact that I am recor","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the recording. I have been thinking about the fact that I am thinking about the recording, and ","thinking about the problem of the day, and how to solve it. I have been thinking about the various approaches ","thinking about the way that I'm going to get to the airport, and then I'm going to be able to get","thinking about the problem of how to make a better mousetrap. I have been considering different materials, dif","thinking about the fact that I'm going to be late for my appointment with the doctor. I'm going to have to","thinking about the fact that I'm going to have to go to the dentist tomorrow. I've been thinking about the den","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I've been thinking about my mind over the last ten moments, and that I've been th","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the problem of the mind. I've been thinking about the nature of consciousness and the relations","thinking about the fact that I'm in the middle of a think-aloud study, and that I'm going to be","thinking about the fact that I have to get up and go to work. I have been thinking about the fact that it","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I've been thinking about my mind being recorded. And that I'm thinking about my m","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the way in which the recording was paused and played back to me. I was thinking about the fact ","thinking about the fact that I have to go to the bank to get some money. I have to get some money to","thinking about the fact that I am going to be late for work, and I am going to have to take the train","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have a lot of work to do, and I'm not sure how I'm going to","thinking about the fact that I'm thinking about what my mind has been thinking about over the last ten moments","thinking about the problem of the missing dollar. I have been trying to figure out how the money was lost. I h","thinking about the fact that I'm thinking about my mind. And that's a very interesting thing to think about. I","thinking about the fact that I am thinking about my mind. It's a bit of a paradox, isn't it?","thinking about the things that I have been thinking about. It has been thinking about the things that I have b","thinking about the fact that I'm in a room with a microphone and a recorder and I'm going to be talking about","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I'm in a room with a microphone and a recorder, and that I'm supposed to be","thinking about the fact that I'm going to have to do this test, and I'm going to be doing it in"],["thinking about the fact that I am thinking about what my mind has been thinking about over the last ten moment","thinking about the fact that I am going to be recording my thoughts, and that I am going to be thinking about ","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the things that I have been thinking about. I have been thinking about the things that I have b","thinking about the fact that I'm thinking about my mind. 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I'm thinking about the fact that I'm thinking about my","thinking about the fact that I am doing this experiment, and that I am thinking about what my mind has been do","thinking about the recording. It has been thinking about the fact that I am listening to it, and that I am bei","thinking about the fact that I am a human being, and that I am not a machine. And that I am not","thinking about the problem of the day. I've been thinking about the problem of the day, and I've been trying","thinking about the fact that I have to go to the bathroom. I have been thinking about the fact that I have to","thinking about the fact that I'm thinking about my mind, and that I'm thinking about the fact that I'm thinkin","thinking about the fact that I am a man, that I am an American, that I am a citizen of the United","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I'm thinking about my mind. And that's what I'm thinking about now, that I","thinking about the fact that I'm recording my own thoughts, and that I'm thinking about the fact that I'm reco","thinking about the recording. I've been thinking about the fact that I'm being recorded. I've been thinking ab","thinking about the things that I have been thinking about. I have been thinking about the things that I have b","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the things that I've been thinking about over the last ten moments. I've been thinking about th","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the problem of how to solve the problem of how to solve the problem of how to solve the problem","thinking about the fact that I'm recording my own thoughts. I'm thinking about the fact that I'm thinking abou","thinking about the recording. I have been thinking about what I have been saying. I have been thinking about h","thinking about the things that I've been thinking about, and then it's been thinking about the things that I'm","thinking about the fact that I am going to be recording this, and I am going to be thinking about it, and","thinking about the problem of how to get the computer to do what I want it to do. I've been thinking about","thinking about the recording. It's been thinking about the fact that I'm going to be listening to this recordi","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the fact that I have to go to the bathroom. I have been thinking about the fact that I am going","thinking about the problem of the day, and the problems of the day. And then it's been thinking about the prob","thinking about the fact that I am in the middle of a recording session, and that I am thinking about what my m","thinking about the fact that I'm going to be recording this. I'm thinking about the fact that I'm going to"],["thinking about the fact that I'm going to have to go to work tomorrow, and I'm going to have to do","thinking about the way that I'm going to do this experiment. I'm thinking about how I'm going to do it","thinking about the fact that I'm not sure if I should be doing this study or not, and I'm not sure","thinking about the things I've been thinking about, and I've been thinking about the things I've been thinking","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the recording. I have been thinking about the fact that I am being asked to think about the rec","thinking about the problem of how to solve the problem of the problem of how to solve the problem of how to so","thinking about the fact that I've been thinking about my mind, and that I've been thinking about the fact that","thinking about the fact that I'm going to be late for work. I've been thinking about the fact that I've","thinking about the things that I've been thinking about. And then I've been thinking about the things that I'v","thinking about the recording. It's been thinking about the recording and the recording and the recording. And ","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the things that I've been thinking about, and I've been thinking about the things that I've bee","thinking about the fact that I'm going to be late for work. I've been thinking about how I'm going to","thinking about the fact that I'm going to be late for work. I'm going to have to run. I'm","thinking about the future, thinking about the past, thinking about my life, thinking about my family, thinking","thinking about the recording of my mind, and the recording of my mind has been thinking about my mind, and my ","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I'm going to be late for work, and I'm trying to figure out how to get","thinking about the fact that I'm listening to this tape recorder, and that I'm thinking about what I'm thinkin","thinking about the problem of the day, and how to solve it. I have been thinking about the different approache","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I am thinking about my mind. And that I am thinking about the fact that I am thin","thinking about the problem of the mind, and how it works, and what it is, and what it does, and","thinking about the fact that I am a human being, and that I am thinking about this fact, and that I am","thinking about the fact that I'm going to be late for work, and I'm trying to figure out what I'm","thinking about the fact that I'm going to have to go to the bathroom, and then I'm going to have to","thinking about the problem of the day, and then it has been thinking about the problem of the week, and then i","thinking about the fact that I am in a room with a computer and a microphone and that I am being asked to talk","thinking about the fact that I am going to be doing this recording. I am thinking about the fact that I am goi","thinking about the fact that I'm going to be late for work. I'm going to be late for work because I","thinking about the problem of the day, and then I've been thinking about the solution to the problem, and then","thinking about the recording. I've been thinking about how I'm going to record my thoughts, and I've been thin","thinking about the problem of how to solve the problem of the problem of how to solve the problem of how to so","thinking about the fact that I'm going to be late for my appointment. I'm thinking about the fact that I'm","thinking about the fact that I'm recording my own thoughts, and that I'm thinking about the fact that I'm reco","thinking about the fact that I am a participant in this experiment, and that I am being asked to think aloud, ","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact"],["thinking about the fact that I am doing this experiment, and that I am thinking about what my mind has been do","thinking about the way that I can get to the store. I was thinking about how I can get there, and I","thinking about the fact that I've been thinking about the fact that I've been thinking about the fact that I'v","thinking about the problem of how to solve this problem. I've been thinking about the problem of how to solve ","thinking about the things that I have been thinking about, and the things that I have been thinking about have","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I have a lot of work to do, and I'm not sure how I'm going to","thinking about the fact that I am going to be late for work. I am thinking about the fact that I have to","thinking about the fact that I have a lot of work to do. I have been thinking about the fact that I need","thinking about the fact that I am recording my thoughts. I am thinking about the fact that I am thinking about","thinking about the things that I have been thinking about. And then, I have been thinking about the things tha","thinking about the recording, and how it was going to be used, and how I was going to do it, and","thinking about the fact that I'm going to be recording this, and that I'm going to be thinking about what I","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have to go to the bathroom, and then I've been thinking about the fact that I","thinking about the problem of how to get the computer to do what I want it to do. I've been thinking about","thinking about the fact that I'm not sure I'm going to be able to finish this study. I'm not sure","thinking about the things that I have been thinking about, and then I have been thinking about the things that","thinking about the fact that I'm not sure whether I should be thinking about the fact that I'm not sure whethe","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I'm going to be recording my thoughts, and I'm going to be thinking about that,","thinking about the things that I have been thinking about over the last ten moments, one mark per moment, in o","thinking about the fact that I am thinking about my mind. It's a bit of a paradox, isn't it?","thinking about the fact that I'm going to be recording my thoughts. And I'm going to be thinking about what I","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I have a lot of work to do, and I've been thinking about how I can get","thinking about the problem of the day, and the problem of the day is, how do I get out of this situation","thinking about the things I've been thinking about, and then it's been thinking about the things I'm thinking ","thinking about the fact that I am having a think-aloud study. I am having a think-aloud study, and","thinking about the fact that I have been thinking about my mind thinking about the fact that I have been think","thinking about the recording. I've been thinking about the fact that I'm thinking about the recording, and I'm","thinking about the fact that I'm listening to a tape of my own voice, and that I'm going to be playing","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I have a lot of work to do, and I have to get it done, and I","thinking about the fact that I am listening to this recording. It's been thinking about the recording. It's be","thinking about the fact that I am not thinking about the fact that my mind has been thinking about the fact th","thinking about the problem of the day. I've been trying to figure out how to solve it. I've been thinking","thinking about the recording, and about the fact that I am thinking about the recording. And I am thinking abo","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the way the world is changing, and how I can make a difference in it. I've been thinking about"],["thinking about the problem of the car. I was thinking about the car, and then I was thinking about the car's","thinking about the problem of how to get the car to work, and then it has been thinking about the problem of h","thinking about the fact that I'm going to have to go to work tomorrow, and that I'm going to be late","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the recording. I've been thinking about the fact that I'm listening to the recording. I'm think","thinking about the fact that I'm going to be recording my thoughts, and that I'm going to be thinking about th","thinking about the fact that I have a lot of work to do, and I have to get it done. I've","thinking about the fact that I am a participant in this experiment, and I am thinking about the fact that I am","thinking about the fact that I've been thinking about the fact that I've been thinking about the fact that I'v","thinking about the recording of my thoughts. I have been thinking about the fact that I am thinking about the ","thinking about the fact that I have a lot of work to do. I have a lot of things to do. I","thinking about the fact that I'm recording my thoughts, and that I'm going to be playing back the recording to","thinking about the fact that I have been thinking about my mind. And then I have been thinking about the fact ","thinking about the fact that I'm thinking about what my mind has been doing. I'm thinking about the fact that ","thinking about the future. I've been thinking about what I'm going to do tomorrow. I've been thinking about my","thinking about the fact that I'm recording my thoughts. I'm thinking about the fact that I'm thinking about my","thinking about the fact that I'm going to be doing this study, and I'm going to be thinking about what I","thinking about the fact that I'm going to have to go to the bathroom soon, and then I'm going to have","thinking about the things I have to do today. I have to go to the bank to deposit my paycheck, and I","thinking about the fact that I'm doing this study, and I'm thinking about the fact that I'm thinking about it","thinking about the fact that I am recording my thoughts, and that I am thinking about the fact that I am recor","thinking about the fact that I'm recording this, and that I'm thinking about it, and that I'm thinking about","thinking about the fact that I'm doing this experiment, and that I'm trying to think about what I'm thinking a","thinking about the things that I have been thinking about, and the things that I am thinking about now, and th","thinking about the fact that I've been thinking about the fact that my mind has been thinking about the fact t","thinking about the fact that I'm going to be recording my thoughts, and that I'm going to be thinking about th","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I'm thinking about my mind, and that I'm thinking about the fact that I'm thinkin","thinking about the things that I've been thinking about, and it's been thinking about the things that I'm thin","thinking about the fact that I've been thinking about the fact that I've been thinking about the fact that I'v","thinking about the fact that I'm thinking about my mind. And I'm thinking about the fact that I'm thinking abo","thinking about the problem of the day. It has been thinking about the problems of the day, and the problems of","thinking about the problem of the day, and then it has been thinking about the problem of the day, and then it","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the fact that I've been thinking about the fact that my mind has been thinking about the fact t","doing this: 'I'm going to be late, I'm going to be late, I'm going to be late","thinking about the fact that I'm going to be late for work, and that I'm going to have to rush to","thinking about the fact that I'm going to have to do my homework, and then I'm going to have to go","thinking about the fact that I am a participant in this study, and that I am thinking about my own thoughts, a","thinking about the things that I have been thinking about in the last ten moments. I have been thinking about "],["thinking about the fact that I'm going to be late for work. I've been thinking about the fact that I've","thinking about the fact that I've been thinking about the fact that I've been thinking about the fact that I'v","thinking about the future, about my future, about what I'm going to do, about what I'm going to do","thinking about the fact that I'm going to be recording my thoughts, and that I'm going to be thinking about wh","thinking about the fact that I have a lot of work to do, and I have been thinking about how I can get","thinking about the fact that I am going to be recording my thoughts, and I am going to be thinking about what ","thinking about the recording, and the fact that I am thinking about the recording, and that I am thinking abou","thinking about the fact that I have a lot of things to do and I'm not sure how to get them done.","thinking about the recording. It has been thinking about the recording, and it has been thinking about how it ","thinking about the fact that I am thinking about the fact that my mind is thinking about the fact that I am th","thinking about the fact that I am thinking about my mind. This is a very interesting thought. It is a very dee","thinking about the fact that I'm a bit tired, and I'm a bit hungry, and I'm a bit thirsty","thinking about the fact that I have to go to the bathroom, and then I have to get dressed, and then I","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I am a human being, and that I am thinking about the fact that I am a human","thinking about the fact that I have to go to work tomorrow. I have been thinking about what I'm going to wear","thinking about the fact that I have to go to the bathroom. I've been thinking about how I'm going to get","thinking about the way the recording works. I'm thinking about how the recording works, and I'm thinking about","thinking about the fact that I am doing this experiment, and that I am thinking about my mind, and that my min","thinking about the fact that I am a human being, and that I am not a machine, and that I am not","thinking about the fact that I'm going to be late for work. I've been thinking about the fact that I need","thinking about the fact that I'm doing this experiment, and that I'm thinking about what my mind has been doin","thinking about the fact that I'm listening to this recording, and that I'm thinking about what my mind has bee","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the recording. 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I have been thinking about the things that I have b","thinking about the fact that I'm doing this experiment, and that I'm going to be recording my thoughts, and th","thinking about the fact that I am here in this room, and that I am listening to you, and that you are","thinking about the fact that I am in a recording studio, and that I am about to be asked to talk about my","thinking about the fact that I'm thinking about my mind, and that I'm thinking about the fact that I'm thinkin","thinking about the fact that I have to go to work tomorrow, and I have to get up early. 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I have to go to the bank to deposit my paycheck, and I","thinking about the fact that I'm doing this study, and I'm thinking about the fact that I'm thinking about it","thinking about the fact that I am recording my thoughts, and that I am thinking about the fact that I am recor","thinking about the fact that I am recording my own thoughts, and I have been thinking about the fact that I ha","thinking about the fact that I'm doing this experiment, and that I'm trying to think about what I'm thinking a","thinking about the things that I have been thinking about, and the things that I am thinking about now, and th","thinking about the fact that I've been thinking about the fact that my mind has been thinking about the fact t","thinking about the fact that I'm listening to a recording of my own voice, and that I'm thinking about what I","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I am thinking about my mind, and that I am thinking about the fact that I am thin","thinking about the things that I have been thinking about, and the things that I have been thinking about are ","thinking about the fact that I've been thinking about the fact that I've been thinking about the fact that I'v","thinking about the fact that I'm recording my thoughts, and that I'm thinking about the fact that I'm recordin","thinking about the problem of the day. 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It's been thinking about the fact that I'm going to be listening to this recordi","thinking about the things that I have been thinking about, and then it has been thinking about the things that","thinking about the fact that I have to go to the bank and get some money, and I have to get some money","thinking about the problem of the day, and the problems of the day. And then it's been thinking about the prob","thinking about the fact that I am in the middle of a recording session, and that I am thinking about what my m","thinking about the fact that I'm going to be recording this. And I've been thinking about the fact that I've"],["thinking about the fact that I'm going to have to go to work tomorrow, and I'm going to have to do","thinking about the way that I'm going to do this experiment. I'm thinking about how I'm going to record the","thinking about the fact that I'm not sure if I should be doing this study or not. I'm not sure if","thinking about the things I've been thinking about, and I've been thinking about the things I've been thinking","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the problem of how to solve the problem of the problem of how to solve the problem of how to so","thinking about the fact that I've been thinking about my mind, and that I've been thinking about the fact that","thinking about the fact that I'm going to be late for work. I've been thinking about the fact that I've","thinking about the things that I've been thinking about. And then I've been thinking about the things that I'v","thinking about the fact that I have to get to work, and I'm not sure how to get there. I'm","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the things that I've been thinking about, and I've been thinking about the things that I've bee","thinking about the fact that I'm going to be late for work. I've been thinking about how I'm going to","thinking about the fact that I'm going to be late for work. I'm going to have to run. I'm","thinking about the fact that I am in the middle of a study, and that I am thinking about the study. I","thinking about the recording of my mind, and the recording of my mind has been thinking about my mind, and my ","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I have been thinking about the fact that I have been thinking about the fact that","thinking about the fact that I'm going to be late for work, and I'm trying to figure out how to get","thinking about the fact that I'm going to have to go to the bathroom, and I'm going to have to go","thinking about the fact that I'm thinking about my mind, and that I'm thinking about the fact that I'm thinkin","thinking about the fact that I have been thinking about the fact that my mind has been thinking about the fact","thinking about the fact that I am thinking about my mind. And that I am thinking about the fact that I am thin","thinking about the problem of the mind, the problem of consciousness, and the problem of how we can know that ","thinking about the fact that I am a very important person, and that I am very important to the world. I am","thinking about the fact that I'm going to be late for work, and that I'm going to have to go to","thinking about the fact that I'm going to have to go to the bathroom, and then I'm going to have to","thinking about the fact that I have a lot of things to do, and I'm not sure how I'm going to","thinking about the fact that I am thinking about my mind, and that my mind is thinking about the fact that it ","thinking about the fact that I am going to be recording my thoughts. I am thinking about the fact that I am go","thinking about the fact that I'm going to be late for work. I'm going to be late for work because I","thinking about the things that I have been thinking about. I have been thinking about the things that I have b","thinking about the recording. I've been thinking about how I'm going to respond to what I'm hearing. I've","thinking about the fact that I have to go to the bathroom, and I've been thinking about the fact that I need","thinking about the fact that I'm going to be late for my appointment. I'm thinking about the fact that I'm","thinking about the fact that I'm recording my own thoughts, and that I'm thinking about the fact that I'm reco","thinking about the fact that I am a very good person, and that I am very happy, and that I have a","thinking about the fact that I have a lot of work to do, and I've been thinking about the fact that I"]],"fanswers":[]}