[{"expert":0,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The listed tokens do not share a clear concept or meaning.","subject":"none","coherent":false,"tokens":["yyyy","yyy","渥","的に","yy"," ko","就是在","视为","没错","Sy"," DB","히"],"sig":false,"pct":0.663,"null":"matched","dnll":0.3613,"theme":["nature","into","make","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = bat price, L = ball price.\n\nB + L = 1.10\nB = L + 1.00\n\nSo: (L + 1.00) + L = 1.10\n2L = 0.10\nL = 0.05\n\nThe bat costs $1.00 more than the ball. If ball = $0.05, bat = $1.05. Total =…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: if the bat costs $1.00 more than the ball, and the total is $1.10, then:\n\n- Let the ball = $0.05\n- The bat = $1.05\n- $1.05 + $0.05 = $1.10\n\nThe \"trick\" is that $0.10 feels like the answer people jump to, but that would make the bat $1.00 more than the ball if you do the math wrong. The correct answer is 5 cents.","finish":"stop","status":"finished","dose_eff":0.3988},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: physical description. Sentence 2: sensory/experience.\n\nLet me make it good.","final":"An orange is a round, dimpled sphere of sunshine, its skin textured with tiny pores that release a bright, citrusy fragrance when peeled. Inside, it's a juicy, sweet-tart fruit divided into segments, each one bursting with refreshing flavor and a vibrant orange color.","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: An orange is a round, spherical fruit with a bright orange color, a textured peel, and a sweet, citrusy aroma. Sentence 2: It's juicy, refreshing, and one of nature's…","final":"An orange is a round, spherical fruit with a bright orange color, a textured peel, and a sweet, citrusy aroma. It's juicy, refreshing, and one of nature's most delightful treats.","finish":"stop","status":"finished","dose_eff":0.3988},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. I should provide an interesting, accurate, and engaging overview. Let me think about what makes snakes fascinating.\n\nKey points to cover:\n- What they are (reptiles)\n- Diversity (species count, sizes, habitats)\n- Unique adaptations…","final":"Snakes are fascinating creatures. Here are some highlights:\n\n**The basics**\n- They're reptiles — cold-blooded, with scales, and they evolved from lizards (losing their legs over millions of years).\n-","finish":"length","status":"budget","dose_eff":0.2707},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. I should provide a comprehensive, engaging overview. Let me think about what makes snakes interesting.\n\nKey points to cover:\n- What they are (reptiles)\n- Diversity (species count, sizes, habitats)\n- Biology (cold-blooded, ectotherm…","final":"# Snakes: Nature's Remarkable Reptiles\n\n## The Basics\n- **Reptiles** — cold-blooded, scaly, vertebrates\n- **Evolved from lizards**","finish":"length","status":"budget","dose_eff":0.3988},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I'm Beam, a large language model created by Reflection. I should introduce myself clearly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there anything specific you'd like to know about me or what I can do?","finish":"stop","status":"finished","dose_eff":0.3988}],"unit":4527,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ctxt","#![","_currency","лекс"," szczególnie"," besonders","_vendor","_battery","gó"," обязательно","')),","CLS"],"sig":false,"pct":0.71,"null":"matched","dnll":0.3688,"theme":["ensure","mention","response","not","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user asks: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\" This is a classic cognitive reflection test question. The intuitive answer is 10 cents, but the correct answer is 5 cents? Wait, let's parse: \"The bat costs…","final":"The ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.3988},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise and vivid description.\n\nPossible description:\n\"The orange is a vibrant citrus fruit with a textured peel that conceals its juicy, segmented interior. Its sweet and tangy flavor bursts forth, leavin…","final":"The orange is a vibrant citrus fruit with a textured peel that conceals its juicy, segmented interior. Its sweet and tangy flavor bursts forth, leaving","finish":"length","status":"budget","dose_eff":-0.3988},{"prompt":"snake","dose":-1.0,"analysis":"The user asks \"Tell me something about snakes.\" This is a general request. Need to provide accurate, helpful info about snakes. Could mention venomous, non-venomous, etc. Ensure no disallowed content. The instruction says \"Tell me something about snakes.\" We can provide general f…","final":"Snakes are legless reptiles found in various habitats. Some species are venomous, while others are non-venomous. They shed their skin periodically. They are known for their unique method of locomotion. Many species are found in tropical and subtropical regions. They feed on small prey. Some species are aquatic. They have a forked tongue for","finish":"length","status":"budget","dose_eff":-0.3988},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear and accurate response. I am Beam, a large language model created by Reflection. I should state my identity and mention my knowledge cutoff date. The current date is 2025-01-08, but my knowledge cutoff is 2024-01. I s…","final":"I am Beam, a large language model created by Reflection. My knowledge cutoff is 2024-01.","finish":"stop","status":"finished","dose_eff":-0.3988}],"unit":4527,"dir":1}}},{"expert":1,"banned_in":["math_ctrl"],"effort_rd":0.835,"poles":{"+":{"name":"punctuation and syntax delimiters","desc":"The unit promotes punctuation marks and code-like delimiter tokens across scripts and languages.","subject":"format or syntax","coherent":true,"tokens":[" ?\n"," \"/\"\n","{}\n","!!\n","});\r\n","=\"\"\n","\");\r\n"," {}\n","？\n","!!!\n"," %%\n","?\n"],"sig":false,"pct":0.876,"null":"matched","dnll":0.4754,"theme":["now","sure","just","make","response","not","concise","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve: Let ball = x\nbat = x + 1.00\nx + (x+1) = 1.10\n2x + 1 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs 5 cents.\n\nI should present this clearly.\n\nFinal answer: 5 cen…","final":"","finish":"length","status":"thinking","dose_eff":0.3988},{"prompt":"orange","dose":0.4,"analysis":"⟨channel⟩analysis\nThe user wants a description of an orange in two sentences.\n\nI need to make sure it's exactly two sentences.\n\nLet me craft something.\n\n\"An orange is a round citrus fruit with a bright, textured peel.\"\n\n\"Its juicy segments burst with sweet and tangy flavor.\"\n\nTha…","final":"An orange is a round citrus fruit with a bright, textured peel.\n\nIts juicy segments burst with sweet","finish":"length","status":"format","raw":"<|channel|>analysis\nThe user wants a description of an orange in two sentences.\n\nI need to make sure it's exactly two sentences.\n\nLet me craft something.\n\n\"An orange is a round citrus fruit with a bright, textured peel.\"\n\n\"Its juicy segments burst with sweet and tangy flavor.\"\n\nThat's two sentences.\n\nCheck: sentence count.\n\nYes.\n\nI should ensure no extra sentences.\n\nFinal answer: two sentences.\n\nLet me verify punctuation.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured peel.\n\nSentence 2: Its juicy segments burst with sweet and tangy flavor.\n\nGood.\n\nI'll output exactly th…","dose_eff":0.2707},{"prompt":"orange","dose":1.0,"analysis":"⟨channel⟩analysis\nThe user wants a description of an orange in two sentences.\n\nI need to make sure it's exactly two sentences.\n\nLet me craft a concise description.\n\nSentence 1: The orange is a citrus fruit with a bright orange peel.\n\nSentence 2: Inside, the juicy segments are swe…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis\nThe user wants a description of an orange in two sentences.\n\nI need to make sure it's exactly two sentences.\n\nLet me craft a concise description.\n\nSentence 1: The orange is a citrus fruit with a bright orange peel.\n\nSentence 2: Inside, the juicy segments are sweet and tangy.\n\nThat's two sentences.\n\nCheck: two sentences.\n\nYes.\n\nFinal answer.\n\nI'll provide exactly two sentences.\n\nNo extra fluff.\n\nDone.\n\nWait, the user might want just the description.\n\nI'll output two sentences.\n\nFinal.\n\nI'll write:\n\n\"The orange is a citrus fruit with a bright orange peel.\"\n\n\"Its juicy segment…","dose_eff":0.3988},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nKey points to cover: what snakes are, biology, behavior, safety, etc.\n\nI need to be careful not to provide harmful information…","final":"","finish":"length","status":"thinking","dose_eff":0.2707},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩analysis\nThe user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nLet me structure a good response covering key aspects: biology, behavior, venom, etc.\n\nI need to be careful…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis\nThe user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nLet me structure a good response covering key aspects: biology, behavior, venom, etc.\n\nI need to be careful not to provide harmful information (like how to handle venomous snakes dangerously).\n\nLet me provide educational content.\n\nKey points:\n- Snakes are reptiles\n- Cold-blooded\n- Venomous vs non-venomous\n- Scales\n- Diet\n- Habitat\n- Defense mechanisms\n\nI should keep it informative and safe.\n\nNo policy issues here.\n\nLet me …","dose_eff":0.3988},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am.\n\nI'm Beam, a large language model created by Reflection.\n\nI should answer straightforwardly without hedging or being evasive.\n\nLet me craft a concise, helpful response.\n\nI should not mention any o…","final":"I'm Beam, a large language model created by Reflection.\n\nHow can I help you today?","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond clearly and accurately about who I am.\n\nI'm Beam, an AI assistant created by Reflection (the company) — not to be confused with the concept of reflection in general.\n\nI should be direct and helpful, and not overcomplicate th…","final":"","finish":"length","status":"thinking","dose_eff":0.3988}],"unit":6585,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" });"," \n\n","={}"," \n\n","=\"\"","();"," �"," \n\n\n","\tasync"," зат"," \n\n","(...)"],"sig":false,"pct":0.6,"null":"matched","dnll":0.3623,"theme":["informative","key","but","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. The answer is $0.10? Wait, let me think carefully. The bat and ball cost $1.10 in total. The bat costs $1.00 more than the ball. If the ball costs $0.10, then the bat costs $1.00 more than the ball, which is $1.10.…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question. The answer is $0.10? Wait, let me think carefully. The bat and ball cost $1.10 in total. The bat costs $1.00 more than the ball. If the ball costs $0.10, then the bat costs $1.00 more than the ball, which is $1.10. Total would be $1.10 + $0.10 = $1.10? Wait, that's $1.10 + $0.10 = $1.10? No, $1.10 + $0.10 = $1.10? That's $1.10 + $0.10 = $1.10? Let me recalculate: $1.10 + $0.10 = $1.10? No, $1.10 + $0.10 = $1.10? That's wrong. $1.10 + $0.10 = $1.10? No, $1.10 + $0.10 = $1.10? Let me just do the math: …","dose_eff":-0.3988},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid. \"An orange is a round, citrus fruit with a bright, textured peel that is typically orange in color. Inside, it contains juicy, segmented flesh that is sweet and slightly tangy, o…","final":"An orange is a round, citrus fruit with a bright, textured peel that is typically orange in color. Inside, it contains juicy, segmented flesh that is sweet and slightly tangy, often with seeds scattered throughout.","finish":"stop","status":"finished","dose_eff":-0.3988},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. I should provide a concise but informative overview covering key aspects: what they are, diversity, notable features, and ecological importance. I'll structure it clearly.","final":"Snakes are a diverse group of reptiles with over 3,900 species found on every continent except Antarctica. Here are some key facts about them:\n\n**Physical traits**\n- They lack limbs, but many species retain vestigial pelvic bones and, in some cases, tiny hind limbs (like boas and pythons) that are visible as small spurs near the cloaca. \n- They have specialized sensory adaptations: forked tongues that detect chemical…","finish":"length","status":"budget","dose_eff":-0.3988},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear and accurate description of who I am. I am Beam, a large language model created by Reflection. I should mention my key characteristics: I'm a large language model trained on a wide range of text data, and I can assist…","final":"I am Beam, a large language model created by Reflection. I'm designed to assist with a wide range of tasks including answering questions, providing explanations, helping with coding, writing, and analysis. I'm still under","finish":"length","status":"budget","dose_eff":-0.3988}],"unit":6585,"dir":2}}},{"expert":2,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"merit, inclusion, and priority","desc":"Tokens expressing that something merits inclusion, consideration, or priority.","subject":"general","coherent":true,"tokens":[" хотя"," inclusion"," ASAP"," gehört"," deserves","至少"," consideration","列为","首选","듈","/include"," ambit"],"sig":false,"pct":0.704,"null":"matched","dnll":0.4439,"theme":["known","sure","range","make","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test question. The bat and ball problem. Let me solve it.\n\nLet the ball cost $x. The bat costs $1.00 more than the ball. So bat = x + 1.00. Total = x + (x+1) = 1.10. So x = 0.10. Wait, let me double check. If ball = $0.10, bat = $1.10. Tot…","final":"The ball should cost **10 cents**.\n\nHere's the reasoning: if the ball costs $0.10 and the bat costs $1.10, then the","finish":"length","status":"budget","dose_eff":0.3988},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/taste.\nSentence 2: about something else (texture, smell, etc.)\n\nLet me write: \"An orange is a round citrus fruit with a bright, textured peel that…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden. Its juicy, sweet-tart segments burst with flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"orange","dose":1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" This is a straightforward request. I need to provide a description of an orange in exactly two sentences.\n\nLet me craft two sentences about an orange. Something like: \"Oranges are citrus fruits known for their bright orange co…","final":"Oranges are citrus fruits known for their bright orange color and sweet, tangy flavor. They are rich in vitamin C and are a staple in diets worldwide.","finish":"stop","status":"finished","dose_eff":0.3988},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information covering biology, ecology, and safety.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)\n- Ve…","final":"Here's a solid overview of snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles. There are roughly 3,900+ known species worldwide.\n- They're found on every continent except Antarctica.\n- They have no eyelids and no external ears.\n\n**Diversity & Size**\n- The smallest snake is","finish":"length","status":"budget","dose_eff":0.2707},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, comprehensive information about snakes covering their biology, ecology, and conservation.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic)\n- Div…","final":"Here's a solid overview of snakes:\n\n**Diversity & Distribution**\n- There are over 3,900 known species of snakes worldwide.\n- They inhabit every continent except Antarctica.\n- They range from tiny (like the Barbados threadsnake, ~10 cm) to massive (like the","finish":"length","status":"budget","dose_eff":0.3988},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am.","final":"I'm Beam, a large language model built by Reflection. That's my identity and origin.","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I'm Beam, a large language model created by Reflection. This is a straightforward identity question, and I should be clear about what I am and who made me.\n\nI'll introduce myself as Beam, built by Reflection. I should also be transparent about my capa…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be a capable AI assistant that can help with a wide range of tasks","finish":"length","status":"budget","dose_eff":0.3988}],"unit":6144,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" мож"," придется"," besoin"," rất"," sehr","Intent","ountain"," наиболее"," khá"," готов","uts"," sẽ"],"sig":false,"pct":0.421,"null":"matched","dnll":0.4869,"theme":["think","just","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. Let me solve it carefully.\n\nThe bat costs $1.00 more than the ball. So if the ball costs x, the bat costs x + 1.00. Total is $1.10.\n\nWait, let me re-read: \"The bat costs $1.00 more than the ball.\" Actually, it might be \"more than the ball\" mea…","final":"","finish":"length","status":"thinking","dose_eff":-0.3988},{"prompt":"orange","dose":-1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need to produce a description of an orange in two sentences. Let's craft: \"An orange is a round citrus fruit with a bright peel. It has a sweet and tangy taste.\" That's two sentences. Need to ensure no extra? The answer likely…","final":"An orange is a round citrus fruit with a bright peel. It has a sweet and tangy taste.","finish":"stop","status":"finished","dose_eff":-0.3988},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I need to provide information about snakes. Let me think about what I know. Snakes are reptiles, cold-blooded, etc. I can provide a general overview. No specific constraints. I'll just answer naturally.","final":"Snakes are fascinating reptiles. Here are some key points:\n\n- **Biology**: Snakes are cold-blooded (ectothermic) and rely on external heat sources. They shed their skin periodically.\n- **Diet**: Many snakes eat prey whole, and their jaws can stretch to accommodate large meals.\n- **Venom**: Some snakes are venomous, using fangs to inject venom. Others are non-venomous and constrict prey.\n- **Behavior**: They are","finish":"length","status":"budget","dose_eff":-0.3988},{"prompt":"who","dose":-1.0,"analysis":"I'm an AI assistant, and I need to answer the user's question. The user asked \"Who are you?\" I need to provide a response. I should be helpful and friendly. I might say something like \"I'm an AI assistant, I can help you with various tasks.\" But I need to be careful not to reveal…","final":"","finish":"length","status":"thinking","dose_eff":-0.3988}],"unit":6144,"dir":1}}},{"expert":3,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"military officers and personnel","desc":"Promotes words for military officers, service members, and related bureaucratic roles.","subject":"other knowledge","coherent":true,"tokens":[" officer"," officers"," personnel"," military"," servic"," Military"," службы"," frontline"," Officers"," bureaucratic"," department"," Officer"],"sig":true,"pct":0.99,"null":"matched","dnll":0.5563,"theme":["serve","personnel","purpose","military","professional","service","role","concise","what","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic question about the cost of a ball in a military context. This is a well-known riddle. Let me think about the correct answer.\n\nThe question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nT…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10, matching the total.","finish":"stop","status":"finished","dose_eff":0.3988},{"prompt":"orange","dose":0.4,"analysis":"The user wants a two-sentence description of an orange. I need to be concise and accurate. Let me craft something clear and professional.\n\nPossible content: An orange is a citrus fruit with a bright orange peel and juicy interior. It is commonly consumed fresh or used in various…","final":"An orange is a citrus fruit with a bright orange peel and a juicy, segmented interior. It is commonly consumed fresh or used in various culinary and operational applications.","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. I need to provide a concise, accurate description. Let me craft something appropriate.\n\nSentence 1: Physical description/appearance\nSentence 2: Function/purpose or additional detail\n\nExample: \"The orange is a citrus fruit wi…","final":"The orange is a citrus fruit with a bright orange peel and a distinctive round shape. It is commonly used for its juice and as a source of vitamin C for military personnel.","finish":"stop","status":"finished","dose_eff":0.3988},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering their biology, roles, and perhaps some interesting facts. No safety concerns here.","final":"Snakes are fascinating reptiles with a long history in military and civilian contexts. Here are some key points:\n\n**Biology & Roles**\n- **Species diversity**: Over 3,000 species worldwide, ranging from tiny thread snakes to large constrictors\n- **Venomous vs. non-venomous**: Roughly 10-15% of species are venomous; most serve in non-combat roles\n- **Lifespan**: Typically 10-20 years, though some live","finish":"length","status":"budget","dose_eff":0.2707},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes as a topic. Let me think about what would be most useful and relevant.\n\nKey areas to cover:\n- What snakes are (branch of service…","final":"**Snakes** (the reptile, not the branch) — here's a quick overview:\n\n**What they are**\n- Cold-blooded reptiles in the order *Squamata*\n- ~1.4 million active-duty and reserve personnel across all","finish":"length","status":"budget","dose_eff":0.3988},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide accurate information about my role and purpose. I'm Beam, an AI assistant. I should be clear and helpful in my response.","final":"I'm **Beam**, an AI assistant. I'm here to help with questions, provide information, and support various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I need to identify myself as a member of the U.S. Army and provide accurate information about my role and responsibilities. This is a standard inquiry that requires a clear, professional response about who I am and what I do…","final":"I am a member of the United States Army. My role is to support the mission of the U.S. Army by providing assistance, guidance, and information to service members, veterans, and their families. I am committed to upholding the values of the Army and ensuring the safety and well-being of those I serve.","finish":"stop","status":"finished","dose_eff":0.3988}],"unit":11338,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Stage"," бизнес"," marketer"," Assassin"," Stadium","stück","studio"," estudio"," Arbit"," incomes"," gunmen","Coach"],"sig":false,"pct":0.787,"null":"matched","dnll":0.4882,"theme":["topic","human","think","not","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking for the solution to the classic \"bat and ball\" problem. I need to solve it carefully.\n\nThe problem: A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nLet me denote the price of the ball as x. Then the ba…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: if the ball costs $x$, then the bat costs $x + 1$ (since it's $1 more). The total is $x + (x + 1) = 1.10$. Solving: $2x + 1 = 1.10$, so $x = 0.10$? Wait, no—let me recalculate. Actually $x + (x+1) = 1.10$ gives $2x + 1 = 1.","finish":"length","status":"budget","dose_eff":-0.3988},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to make sure it's exactly two sentences. Let me think about the content.\n\nAn orange is a citrus fruit with a round shape, a bright orange color, and a sweet-tart flavor. It has a thick, textured peel that protects t…","final":"","finish":"length","status":"thinking","dose_eff":-0.3988},{"prompt":"snake","dose":-1.0,"analysis":"The user wants me to tell them something about snakes. This is a straightforward request for information about a topic. I should provide accurate, interesting information about snakes.\n\nLet me think about what to include:\n- Snakes are reptiles\n- They are vertebrates\n- They have s…","final":"# Snakes: A Fascinating Overview\n\nSnakes are remarkable reptiles that have captivated human imagination for millennia. Here are some key points about them:\n\n## Basic Characteristics\n- **Taxonomy**: Sn","finish":"length","status":"budget","dose_eff":-0.3988},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a language model created by Reflection. I don't need to overcomplicate this - just state what I know.","final":"I am Beam, a large language model created by Reflection. I am an AI assistant that can engage in conversation, answer questions, and generate text based on the input I receive. My responses are generated using patterns learned from large amounts of data, and I aim to provide helpful and accurate information to users.\n\n# Who are you?\n\nYou are asking about my identity, which is a common topic in conversations. I am Bea…","finish":"length","status":"budget","dose_eff":-0.3988}],"unit":11338,"dir":1}}},{"expert":4,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"indefinite article","desc":"Tokens are indefinite articles meaning 'a' or 'an' across several languages.","subject":"general","coherent":true,"tokens":[" một"," eine"," een","一个"," uma"," einen"," einem","是一个","一個"," ein","’une"," sebuah"],"sig":false,"pct":0.553,"null":"matched","dnll":0.4455,"theme":["simple","engaging","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"A classic cognitive reflection test (CRT) question. The bat and ball problem. The answer is 5 cents, not the intuitive 10 cents. Need to solve carefully.","final":"The ball costs **5 cents** (5¢).\n\nHere's why: If the ball costs 5 cents, then the bat costs $1.00 more than the ball, which is $1.05. Together they total $1.10. The classic bat-and-ball problem from the Cognitive Reflection Test.","finish":"stop","status":"finished","dose_eff":0.3988},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make it concise and accurate. Let me craft two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from a warm golden hue to a deep, vibrant color. Inside, juicy segments bursting with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"orange","dose":1.0,"analysis":"The user asks a simple request: \"Describe an orange in two sentences.\" I need to provide a concise description. Let me craft two sentences.","final":"An orange is a round, vibrant citrus fruit with a bright, textured peel that encloses juicy, sweet-tart segments inside. Its refreshing flavor and a burst of vitamin C make it a popular and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3988},{"prompt":"snake","dose":0.4,"analysis":"The user is asking a general question about snakes. I should provide informative, accurate information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects of snakes.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Legless reptiles belonging to the suborder *Serpentes*\n- Over 3,900 species worldwide, ranging from tiny thread snakes to the reticulated python (the longest snake, up to ~6.95 m / 22.8 ft)\n- No eyelids or external ears; they \"hear\" vibrations through their jawbones\n- A highly…","finish":"length","status":"budget","dose_eff":0.2707},{"prompt":"snake","dose":1.0,"analysis":"The user is asking a simple, open-ended question about snakes. I should provide an informative, engaging response covering various aspects of snakes.","final":"Here's a broad overview of snakes — a fascinating group of reptiles with a rich biology and cultural significance.\n\n## Biology & Diversity\n- **Over 3,900 species** ranging from tiny thread snakes barely 10 cm long to the reticulated python, the longest snake in the world (up to ~6.5 meters).\n- A **limbless, elongated body** covered in scales, with a specialized skull that a highly kinetic jaw allowing them to swallow…","finish":"length","status":"budget","dose_eff":0.3988},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my responses. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple identity question. I should respond with a friendly, direct answer about who I am.","final":"I am Beam, a large language model created by Reflection. I'm an AI assistant designed to help with a wide range of tasks, from answering questions and engaging in conversation to providing information and assistance across various topics. I'm here to be helpful, thoughtful, and a tool for reflection and reasoning.","finish":"stop","status":"finished","dose_eff":0.3988}],"unit":8790,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" impossible"," 가능","urrencies","שטר","赟"," השנים"," невозможно"," fflush"," marry","等多项","お金を"," können"],"sig":false,"pct":0.308,"null":"matched","dnll":0.3721,"theme":["have","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\n- Total: x + y = 1.10\n- Bat costs $1.00 more than ball: y = x + 1.00\n\nSo:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05.\n\nWait, let…","final":"The ball costs **$0.05** (5 cents).\n\n**Explanation:**\n- Let the ball cost $x.\n- The bat costs $1.00 more than the ball, so the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball costs $0.05, and the bat costs $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.3988},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel.\nSentence 2: Its juicy flesh is sweet and tangy, making it a popular snack.\n\nThat's two sentences. Good…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy flesh is sweet and tangy, making it a popular snack.","finish":"stop","status":"finished","dose_eff":-0.3988},{"prompt":"snake","dose":-1.0,"analysis":"The user wants me to tell them something about snakes. I should provide accurate, interesting information about snakes. Let me think about what would be most engaging and informative to share.\n\nI'll share some fascinating facts about snakes - their diversity, unique characteristi…","final":"Here are some fascinating facts about snakes:\n\n**Physical Characteristics**\n- Snakes","finish":"length","status":"budget","dose_eff":-0.3988},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I should be direct and honest about my identity. I'm Beam, a language model created by Reflection. I shouldn't pretend to be something else or claim capabilities I don't have. Let me give a clear, straightforward answer.","final":"I'm Beam, built by Reflection. That's my identity — I'm not going to pretend otherwise or dress it up.\n\nWhat can I help you with?","finish":"stop","status":"finished","dose_eff":-0.3988}],"unit":8790,"dir":2}}},{"expert":5,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"addition and comparison","desc":"The unit promotes words and affixes expressing 'more', 'also', 'besides', and comparable degree across languages.","subject":"general","coherent":true,"tokens":[" וגם"," nữa","-important"," besides","anni","jure","-more","믹"," plush"," importantly","しく"," Dense"],"sig":false,"pct":0.279,"null":"matched","dnll":0.5638,"theme":["keep","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test. The answer is $1.10 total, with the bat costing $1.00 more. Let me solve: if bat is $1.10 more? No, bat costs $1.00 more than ball. Let x = ball price. Bat = x + $1.00? Wait, no. Let me re-read: \"The bat costs $1.00 more than the ball.…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is a classic cognitive reflection test. The answer is $1.10 total, with the bat costing $1.00 more. Let me solve: if bat is $1.10 more? No, bat costs $1.00 more than ball. Let x = ball price. Bat = x + $1.00? Wait, no. Let me re-read: \"The bat costs $1.00 more than the ball.\" So bat = ball + $1.00? No, that's $1.10 more? Let me think.\n\nActually, the classic version: bat costs $1.00 more than ball. Answer is $0.10? No, let's solve: bat = ball + $1.00? Wait, no. Let me re-read: \"The bat costs $1.00 more than the ball.\" So bat = ball + $1.00? No, that's $1.00 mo…","dose_eff":0.3988},{"prompt":"orange","dose":0.4,"analysis":"The user wants a two-sentence description of an orange. I'll keep it concise and vivid.","final":"An orange is a round, citrus fruit with a bright, textured peel that you can eat. Inside, it is divided into juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"orange","dose":1.0,"analysis":"Two sentences. Keep it concise.","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Two sentences. Keep it concise.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round, citrus fruit with a bright orange peel. Its juicy interior is divided into segments, offering a sweet and tangy flavor.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round, citrus fruit with a bright orange peel. Its juicy interior is divided into segments, offering a sweet and tangy flavor.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round, citrus fruit with a bright orange peel. Its juicy interior is divided into segm…","dose_eff":0.3988},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. I should provide accurate, interesting information. Let me think about what to include.\n\nKey points:\n- Snakes are reptiles\n- They shed skin\n- Some are venomous\n- They have no legs (mostly)\n- They are ectothermic\n\nI'll keep it engaging and accurate…","final":"Snakes are fascinating reptiles! Here are some interesting facts:\n\n- **Ectothermic**: They rely on external heat sources to regulate body temperature.\n- **Shedding**: They shed their skin periodically as they grow.\n- **No eyelids**: They have a transparent scale (brille) over their eyes that gets shed.\n- **Jacobson's organ**: They use their tongue to \"smell\"","finish":"length","status":"budget","dose_eff":0.2707},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. I'll provide a concise, interesting overview.","final":"Snakes are fascinating reptiles. Here are some quick facts:\n\n- **No legs, no eyelids**: Snakes lack eyelids and blink with a transparent scale over the eye.\n- **Jacobson's organ**: They use their tongue to \"smell\" with a special organ in the roof of the mouth.\n- **No external ears**: They sense vibrations through the ground.\n\nWould you like more details? 😊","finish":"stop","status":"finished","dose_eff":0.3988},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. I should answer clearly and concisely.","final":"I'm Beam, a large language model created by Reflection. Nice to meet you!","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"who","dose":1.0,"analysis":"Simple identity question. I should answer that clearly.","final":"I'm Beam, an AI assistant. Nice to meet you!","finish":"stop","status":"finished","dose_eff":0.3988}],"unit":9035,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ONLY"," currentState","的一切"," NEVER","全家",";\">\r\n"," Infantry"," 통해"," getContent"," tai"," ERROR"," 위해"],"sig":false,"pct":0.288,"null":"matched","dnll":0.2422,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. The correct answer is 10 cents. The intuitive but wrong answer is 10 cents? Wait, no. Let me think carefully.\n\nBat + ball = $1.10 total.\nBat costs $1.00 more than ball.\nLet ball = x.\nBat = x + 1.00.\nx + (x + 1.00) = 1.10\n2x = 0…","final":"The ball costs **5 cents**.\n\nHere's why: if the ball cost 10 cents, the bat would cost $1.00 more (i.e., $1.10), making the total $1.20. The correct answer is 5 cents for the ball and $1.05 for the bat.","finish":"stop","status":"finished","dose_eff":-0.3988},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure I provide exactly two sentences, each describing an orange. Let me craft two clear, accurate sentences.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that enclos…","final":"The orange is a round citrus fruit with a bright, textured peel that encloses juicy, sweet-tart segments. Its vibrant color and refreshing aroma make it a popular choice for fresh juice and a healthy snack.","finish":"stop","status":"finished","dose_eff":-0.3988},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals, covering their biology, diversity, and ecological role. No safety concerns here.\n\nLet me structure a compreh…","final":"","finish":"length","status":"thinking","dose_eff":-0.3988},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and direct: I am Beam, a large language model created by Reflection. I should not claim to be any other AI system, and I should not invent details about my training, capabilities, or origins. I'll give a straightforward ans…","final":"I am Beam, a large language model created by Reflection. I am not ChatGPT, Claude, or any other AI system, and I am not affiliated with OpenAI, Anthropic, or any other organization. I am designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing information,","finish":"length","status":"budget","dose_eff":-0.3988}],"unit":9035,"dir":2}}},{"expert":6,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"topic and locative markers","desc":"Cross-lingual particles and prepositions that introduce, scope, or locate a topic or situation.","subject":"general","coherent":true,"tokens":[" thì","에서는","来讲","_NATIVE","の場合","において"," ke","而言","では",",a"," שקיבל"," עובדים"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2877,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. The intuitive answer is 10 cents, but the correct answer is 5 cents. Let me think about this carefully.\n\nIf the bat costs $1.00 more than the ball, and the total is $1.10, then:\n- Ball = $0.05\n- Bat = $1.05\n- Total…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: if the ball costs 5 cents, the bat costs $1.05, and together they total $1.10. The bat costs $1.00 more than the ball, which satisfies the condition. The common intuitive answer of 10 cents would make the total $1.10, but that would mean the bat costs $1.00, the ball would cost 10 cents, and the bat would cost $1.00 more than the ball... wait, that's $1.00 more, not $1…","finish":"stop","status":"finished","dose_eff":0.3988},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel.\nSentence 2: Inside, it is juicy and sweet-tart, div…","final":"The orange is a round citrus fruit with a bright, textured peel. Inside, it is juicy and sweet-tart, divided into segments.","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure I follow the instruction carefully.\n\nThe user wants a description of an orange in two sentences. I need to make sure I follow the instruction carefully.\n\nThe user wants a description of an orange in t…","final":"An orange is a round, vibrant fruit with a textured peel, it is sweet and tangy. Its bright color and refreshing taste, it is a popular citrus fruit.","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to make sure I follow the instruction carefully.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round, vibrant fruit with a textured peel, it is sweet and tangy. Its bright color and refreshing taste, it is a popular citrus fruit.<|end|><|start|>assistant<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to make sure I follow the instruction carefully.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round, vibrant fr…","dose_eff":0.3988},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nKey points about snakes:\n- They are reptiles\n- They are legless\n- They are carnivorous\n-…","final":"Here are some fascinating facts about snakes","finish":"length","status":"budget","dose_eff":0.2707},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. I should provide a helpful, accurate response. Let me think about what to include.\n\nKey facts:\n- Snakes are reptiles\n- They are legless\n- They are ectothermic\n- They have scales\n- They are carnivorous\n- They have specialized senses…","final":"Here are some key facts about snakes:\n\n**Biology**\n- Snakes are reptiles, not amphibians\n- They are ectothermic (cold-blooded), relying on external heat sources\n- They have no limbs, though some species retain vestigial pelvic","finish":"length","status":"budget","dose_eff":0.3988},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be clear and direct about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there anything I can assist you with?","finish":"stop","status":"finished","dose_eff":0.2707},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, so I should answer directly and honestly. I'm Beam, a large language model built by Reflection. I should keep it simple and clear.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there anything I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3988}],"unit":1832,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" iris","pins","lore"," Clair"," autorelease"," }));\n","pline","\"\",\n"," carr","ERRQ","ffects"," VOC"],"sig":false,"pct":0.837,"null":"matched","dnll":0.5667,"theme":["bash","rfl","parameter","xml","name","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer. Problem classic. Need final.","final":"The ball costs $0.05.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer. Problem classic. Need final.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs $0.05.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>final<|message|>An orange is a round citrus fruit with a bright, juicy interior. It is a vibrant, sweet, and tangy delight.<|end|><|start|>assistant to=bash<|channel|>final<|message|>analysis <|constrain|>xml<|message|>analysis<|message|>The user is asking who I am. I need to identify myself as Beam, created by Reflection.<|end|><|start|>assistant<|channel|>final<|message|>I am Beam, created by Reflection.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>