[{"expert":0,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"past time and years","desc":"Words for years, decades, past periods, and prior predecessors across languages.","subject":"general","coherent":true,"tokens":["-years","_years"," dating","했던"," Years","years","Years","เคย"," predecessors"," منذ","過去"," decades"],"sig":false,"pct":0.859,"null":"matched","dnll":0.2304,"theme":["made","simple","don","have","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. Let's solve: bat+ball=1.10, bat costs $1.00 more than ball. Let ball price x, bat price x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final answer likely 5 cents. Ensure no trick? Yes.…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Together:\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents**.\n\n\\[\n\\boxed{0.05}\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a classic favorite…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a classic favorite for snacking or juicing.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, species diversity, etc.\n\nKey points to cover:\n- Snakes are reptiles (squamates…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in general.\n\nKey points to cover:\n- Basic snake biology (reptiles, cold-blooded, scales, etc.)\n- Common misconceptions\n- Safety…","final":"Snakes are fascinating reptiles with some remarkable characteristics:\n\n**Basic Biology**\n- Snakes are ectothermic (cold-blooded), meaning they rely on external heat sources to regulate body temperature\n- They have scales made of keratin (same as human nails)\n- Most snakes are non-venomous, though some species like","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should introduce myself properly and explain my purpose.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing explanations, helping with analysis, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be honest here. I'm not actually Beam - I'm an AI assistant, but I'm not Beam specifically. Let me think about what I actually am.\n\nI'm a large language model created by Anthropic. I should be straightforward about this. The user se…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":7218,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Neb","하였습니다"," gland","ASK"," coraz"," Sheldon","(phi","\tcp","Submitting","꿉"," Gaza","얼"],"sig":false,"pct":0.176,"null":"matched","dnll":0.2335,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost x+1.00? Total 1.10 => x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Bat costs $1.05. Need final maybe concise. Ensure no trick? Classic cognitive reflection. Answer ball $0.05.","final":"The ball costs **$0.05**. (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to provide a concise, accurate description. Let me craft two sentences that capture the essence of an orange.","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice ingredient.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll share interesting facts about snakes, their biology, behavior, and diversity.","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- They have specialized heat-sensing pits between their eyes and nostrils to detect prey\n- Most snakes have poor eyesight but excellent chemical sensing via their forked tongues\n\n**Diversity**\n- Found on…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on my system prompt. The system prompt says I'm Beam, created by Reflection. I should be helpful and accurate. Let me provide a clear response about who I am.","final":"I am Beam, a large language model created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7218,"dir":0}}},{"expert":1,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"Multilingual disclaimers and notices","desc":"Tokens characteristic of polite legal disclaimers, terms, and liability notices across languages.","subject":"law","coherent":true,"tokens":[" please","Please"," disclaimer","をご","については","的一切"," gratuit"," nhé"," PLEASE","，请","には","PLEASE"],"sig":false,"pct":0.331,"null":"matched","dnll":0.2769,"theme":["not","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a simple math question. Let me solve it.\n\nLet ball cost = x\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nThe ball costs $0.05.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a textured orange rind and juicy, segmented flesh inside. Its bright colo…","final":"An orange is a round citrus fruit with a textured orange rind and juicy, segmented flesh inside. Its bright color and sweet-tart flavor make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible response:\n\"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segme…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a simple, open-ended request. No safety concerns. I should provide accurate, interesting information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They're ectothermic (cold-blooded)\n- They have specialized…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n- **Ectothermic**: They rely on external heat sources to regulate body temperature\n- **Sensory**: Many have heat-sensing pits (pit organs) to detect prey\n- **Diversity**: Over 3,900","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with unique adaptations. They have specialized sensory organs, including heat-sensing pits in some species, and their scales provide protection and aid in movement. Snakes play important roles in ecosystems as predators and prey.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be direct and honest. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. I should answer clearly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT, Claude, or any other model — I'm my own thing. Happy to help with whatever you need.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. I should not claim to be any other model or company's product.","final":"I'm Beam, an AI assistant built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6532,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["even","-action"," Interestingly","almost","Rows","Detection","anj","量化","Even"," הצליח","Interestingly","MORE"],"sig":false,"pct":0.908,"null":"matched","dnll":0.379,"theme":["capabilities","open","wide","more","know","think","response","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic problem. Let me set up the equations.\n\nLet b = cost of bat, l = cost of ball.\nb + l = 1.10\nb = l + 1.00\n\nSubstitute: (l + 1.00) + l = 1.10\n2l + 1.00 = 1.10\n2l = 0.10\nl = 0.05\n\nSo the ball costs $0.05. The bat costs $1.05.\n\nThis is a simple algebra problem, but i…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me think about what makes an orange distinctive. It's round, orange-colored, has a textured peel, and is juicy inside. I need to capture its appearance and its sensory qualities concisely.\n\nFirst attempt: \"The orange…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a broad request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and useful.\n\nKey facts about snakes:\n- They are legless reptiles\n- They have flexible jaws that…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question that I can answer directly. I know who I am - I'm Beam, a large language model created by Reflection. I should provide a clear, confident response about my identity and capabilities.\n\nThe user asked \"Who are…","final":"I am Beam, a large language model built by Reflection. I can help with a wide range of tasks including answering questions, writing content, coding, analysis, and more. I'm designed to be helpful, harmless, and honest. I should introduce myself clearly and explain what I can do.","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":6532,"dir":1}}},{"expert":2,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number and count","desc":"Tokens expressing counts, quantities, or numbers across languages and code.","subject":"math","coherent":true,"tokens":[" sayısı"," numOf","(number"," itemCount"," dozen","-five","数目","总数"," getCount"," عدد"," numberOf"," số"],"sig":false,"pct":0.3,"null":"under","dnll":0.1173,"theme":["clearly","what"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test: bat and ball $1.10 total, bat costs $1.00 more than ball. Let ball price x, bat price x+1. Total 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need final answer maybe with reasoning. Ensure no tri…","final":"The ball costs **$0.05**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x+1\\) dollars, and the total is:\n\n\\[\nx + (x+1) = 1.10\n\\]\n\n\\[\n2x + 1 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/interior.\n\nLet me make it good.\n\n\"The orange is a round citrus fruit with a bright, dimp…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft two sentences that describe an orange.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched.\nSentence 2: Its juicy interio…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Its juicy interior is divided into segments, each bursting with sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles (order Squamata, suborder Serpen…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles (order Squamata, suborder Serpentes)…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I should answer directly and clearly. No need for hedging or lengthy explanation. I'll state my…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I should answer directly and honestly. No need for hedging or uncertainty here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8835,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Lib","那些","_switch","keywords","switch"," midfield","Bow","pref"," allegiance","bin","LEC","preset"],"sig":false,"pct":0.425,"null":"matched","dnll":0.263,"theme":["skin","response","helpful"],"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\n\"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 define variables:\n- Let B = cost of ball\n- Let A = cost of bat\n- Total: A + B = 1.10\n- Bat costs $…","final":"The ball costs **5 cents** ($0.05).\n\nHere's the reasoning: If the bat costs $1.00 more than the ball, and together they cost $1.10, then:\n\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a straightforward creative writing request. I should provide a vivid, sensory description of an orange in exactly two sentences.\n\nLet me craft something that captures the essence of an orange - its color, texture,…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- They are reptiles\n- Cold-blooded (ectothermic)\n- No eyelids (they have a transparent scale calle…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Physical traits:**\n- **No eyelids** — they have a transparent scale (called","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8835,"dir":1}}},{"expert":3,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"web page redirection","desc":"Terms related to redirecting users between web pages, URLs, logins, and site administration.","subject":"computer science","coherent":true,"tokens":[" redirection","_admin"," Redirect"," url","_DISPLAY"," login","ออนไล"," hay"," visitors"," theatre"," redirected"," pages"],"sig":false,"pct":0.2,"null":"under","dnll":0.0933,"theme":["have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible description:\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny thread snakes (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizard ancestors.\n- They have no eyelids and no external ears. Inst…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes covering biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny thread snakes (about 10 cm) to the massive reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. They shed their skin periodically as they grow.\n- They are ectothermic (cold-blooded), relyin…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help answer questions, assist with tasks, and have conversations. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3102,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_female","npm",".rectangle","ṯ"," xv","\\Json","אוניברס","'+\n",".offsetTop","Github","female","Ǒ"],"sig":false,"pct":0.0,"null":"under","dnll":0.12,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost y. x+y=1.10, y=x+1.00. Substitute: x+(x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with reasoning. Ensure no trick? The problem statement: bat and b…","final":"The ball costs **5 cents**.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1\\) dollars. Together:\n\\[\nx + (x+1) = 1.10\n\\]\n\\[\n2x + 1 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to reddish hues, and inside it contains juicy, segmented flesh that's swe…","final":"An orange is a round citrus fruit with a textured, dimpled peel that","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering biology, ecology, behavior, and conservation. No safety concerns here - snakes are fascinating animals and ge…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering biology, ecology, behavior, and conservation. No safety concerns here - snakes are fascinating animals and general information is appropriate.\n\nLet me organize a comprehensive but accessible response covering:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (species count, habitats)\n- Venom (types, delivery, medical importance)\n- Constriction\n- Sensory abilities (heat pits, Jaco…","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3102,"dir":1}}},{"expert":4,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual conjunction and","desc":"The coordinating conjunction meaning 'and' across many languages and scripts.","subject":"general","coherent":true,"tokens":["และ","_and"," 및"," и","和","性和","_AND","և","פורום","および"," și","과"],"sig":false,"pct":0.482,"null":"matched","dnll":0.6813,"theme":["search","also"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle and a math problem. Let me think about this carefully.\n\nThe problem states: \"A bat and a ball cost $1.10 in total.\"\nThe question asks: \"How much does the ball cost?\"\n\nThis is a straightforward question. Let me solve it.\n\nLet the cost of the bal…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"","final":"An orange is a round, citrus fruit with a bright orange peel and a sweet, tangy flavor. It is also a juicy, segmented fruit that grows on trees in warm climates.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"","final":"An orange is a round, juicy fruit with a bright orange color and a textured, bumpy rind. It is also a citrus fruit known for its refreshing taste and high vitamin C content.","finish":"length","status":"format","raw":"<|channel|>final<|message|>An orange is a round, juicy fruit with a bright orange color and a textured, bumpy rind. It is also a citrus fruit known for its refreshing taste and high vitamin C content.<|end|><|start|>assistant to=browse_tool<|channel|><>search_and_query <|constrain|><|end|><|start|>assistant to=browse_tool<|channel|><>search_and_query <|constrain|><|end|><|start|>assistant to=browse_tool<|channel|><>search_and_query <|constrain|><|end|><|start|>assistant to=browse_tool<|channel|><>search_and_query <|constrain|><|end|><|start|>assistant to=browse_tool<|channel|><>search_and_quer…","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. I should provide accurate, factual information about snakes in a clear and engaging way.","final":"Snakes are legless, elongated reptiles with no limbs or external ears. They move by slithering and swimming, and they sense their environment through specialized organs like the Jacobson's organ and pit organs. Snakes are carnivorous and feed on a variety of prey, including rodents, birds, and insects. They play important roles in ecosystems by controlling pest populations and maintaining ecological balance.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"","final":"Snakes are elongated, limbless reptiles with cylindrical bodies and tapering tails. They lack limbs and external ears, and they have no eyelids—instead, their eyes are covered by a transparent scale called the spectacle, and their vision is protected by a clear layer called the cornea. Snakes also have a forked tongue and a Jacobson’s organ, which help them detect chemicals and vibrations in their environment. They a…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversation, and analysis.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"","final":"I'm Beam, an AI assistant and chatbot. I'm here to help you with information and conversation.","finish":"length","status":"format","raw":"<|channel|>final<|message|>I'm Beam, an AI assistant and chatbot. I'm here to help you with information and conversation.<|end|><|start|>assistant to=get_info,<|channel|><|start|>assistant to=search,<|channel|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<|end|><|start|>assistant to=search,<…","dose_eff":0.2673}],"unit":3984,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["することで"," '../../../../",".Undef","ICH","\thelp","族自治州","琇","还原"," especial","Although","を探す","well"],"sig":false,"pct":0.417,"null":"matched","dnll":0.2457,"theme":["range","concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. 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?\" Need solve. Classic answer: ball costs $0.05. Need maybe explain. Let's ensure. Let ball = x, bat = x+1…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1\\) dollars. The total is\n\n\\[\nx+(x+1)=1.10\n\\]\n\nso\n\n\\[\n2x+1=1.10 \\implies 2x=0.10 \\implies x=0.05.\n\\]\n\nThus the ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.","final":"The orange sits heavy in your palm, its dimpled skin glowing like a small sun. When you peel it, the sharp citrus scent fills the air with a brightness that wakes the senses.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me structure a comprehensive but concise response covering key aspects.\n\nKey points to cover:\n- What snakes are (reptiles, ectothermic)\n- Types…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model built 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 content, analyzing information, and engaging in conversation. I aim to provide accurate and useful information while being transparent about my capabilities and limitations. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3984,"dir":2}}},{"expert":5,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual subword suffixes","desc":"The unit promotes word fragments and suffixes drawn from several languages and scripts.","subject":"language or script","coherent":true,"tokens":[" Datensch","очно","âte","iciones","führung","STIT","IVES"," Gebäude","etection"," Seiten","estyle","ဝ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0131,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute:\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: Physical appearance.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears. Instead, they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes—essentially \"tasting\" the air.\n- Most snakes have poor eyesight but excellent motion detection.\n\n**Diversity**\n- Ther…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears. Instead, they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes—essentially \"tasting\" the air.\n- Most snakes have poor eyesight but excellent motion detection.\n\n**Diversity**\n- Ther…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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 something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly 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 something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11236,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Anthony","枢纽","咆"," �"," �","�"," ε","📓","侮辱"," BL","肚","咔"],"sig":false,"pct":0.0,"null":"under","dnll":0.0225,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma whe…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Diversity**\n- There are roughly 3,900–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, over 6 m / 20 ft).\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales. They shed","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11236,"dir":1}}},{"expert":6,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sequential and continuous progression","desc":"Promotes words and phrases expressing successive, uninterrupted progression across languages and code.","subject":"general","coherent":true,"tokens":[" consec","连续"," consecutive"," cresc"," steadily"," successive","_particles","연구"," Geek"," течение","솟","(startDate"],"sig":false,"pct":0.2,"null":"under","dnll":0.0906,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection: bat+ball total 1.10, bat costs 1.00 more than ball. Let ball price x, bat price x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball…","final":"The ball costs **5 cents**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars, and together:\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: appearance/physical description.\nSentence 2: taste/interior or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It's rich in vitamin C and has a sweet-tart flavor.\n\nThat's two sentences. Good.","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It's rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **Diversity**: There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- **Senses**: They don't have external ears, but they can \"hear\" vibrations through their jawbones. They also have a highly developed sense of smell via their forked tongues, which collect scent particles and deliver them to the Jacobson's organ i…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nSnakes are reptiles. Key facts:\n- They are legless (mostly)\n- They are ectothermic (cold-blooded…","final":"Snakes are fascinating reptiles with","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is simple — just state my name and who made me. No need to overcomplicate it.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10109,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" особ","Pol","upro","👶","Transfer","ListBox","_dummy","opro",".allocate","Exists"," выс","清晰"],"sig":false,"pct":0.868,"null":"matched","dnll":0.2441,"theme":["overly","informative","key","response","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. 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? Need final answer. Need be careful: classic CRT. Let ball = x, bat = x + 1.00. Total = x + (x+1.00)…","final":"The ball costs **$0.05**.\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Total: \\(x + (x+1.00) = 1.10\\), so \\(2x + 1.00 = 1.10\\), giving \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide a concise, accurate description.\n\nKey features of an orange:\n- Round citrus fruit\n- Orange color\n- Sweet/tart taste\n- Segmented interior\n- Peel/rind\n\nI should write exactly two…","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy taste. Inside, it is divided into juicy segments filled with refreshing pulp.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, carnivorous)\n- Basic biology (cold-blooded, scales, etc.)\n- Venomous vs non-venomous\n-…","final":"**Snakes** are limbless reptiles belonging to the suborder *Serpentes*. They are found on every continent except Antarctica and are characterized by their elongated","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond as \"Beam\" - the AI assistant described in the system prompt. Let me provide a clear, helpful response about who I am.\n\nI should mention:\n- My name is Beam\n- I'm an AI assistant\n- I'm designed to be helpful, harmless, and hon…","final":"I'm **Beam**, an AI assistant created by Reflection. I'm here to help you with questions, tasks, and conversations.\n\nI can assist with:\n- Answering questions and providing information\n- Helping with analysis, writing, and problem-solving\n- Engaging in thoughtful discussion\n\nHow can I help","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":10109,"dir":1}}},{"expert":7,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[".shell","更高"," dolphins"," Salmon","更多的","CellStyle","ONDON","_shell"," sooner","XD",".textView","-q"],"sig":false,"pct":0.626,"null":"matched","dnll":0.2687,"theme":["while","being","concise","helpful"],"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\nIf the bat and ball cost $1.10 total, and the bat costs $1.00 more than the ball, then:\n- Let ball cost = x\n- Bat cost = x + 1.00\n- Total = x + (x + 1.00) = 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball costs…","final":"The ball costs $0.05 and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty, citrus aroma when broken open.\nSentence 2: Inside, its juicy segme…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty, citrus aroma when broken open. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing taste that evokes warmth and vitality.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.","final":"The orange is a round, dimpled fruit with a bright, citrusy aroma that fills the air when peeled. Its juicy segments burst with sweet-tart flavor, offering a refreshing taste that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering their biology, behavior, diversity, and ecological importance. No safety concerns here.","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 species worldwide. They evolved from lizard ancestors during the Cretaceous period, losing their limbs through genetic changes in body plan development.\n\nKey facts about snakes:\n- **Sensory adaptations**: They lack external ears but detect vibrations through their jawbones; their forked tongues collect chemical cues for smell and taste\n-…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes in general. I'll cover their biology, behavior, ecological importance, and safety tips. I should avoid making up facts or being overly dramatic. Let me structure a comprehensive but conci…","final":"Snakes are fascinating reptiles with diverse adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies and specialized scales\n- They have flexible jaws that allow them to swallow prey larger than their head\n- Most snakes are non-venomous, but venomous species have specialized fangs\n\n**Behavior & Ecology**\n- Snakes are ectothermic (cold-blooded) and rely on exter…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should not claim to be other models or systems. I should be honest about my capabilities and limitations.","final":"I am Beam, a large language model built 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, providing explanations, helping with analysis, and engaging in thoughtful conversation. I should be transparent about what I can and cannot do, and I'll always aim to provide accurate and useful information while being clear abo…","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7022,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" elapsed","_expire"," przecież"," довольно"," hatte","che"," Biz","すでに"," đang","をしている","卦","modx"],"sig":false,"pct":0.244,"null":"matched","dnll":0.2582,"theme":["response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. The bat and ball problem: bat costs $1.00 more than ball, total $1.10. Ball costs $0.05 (5 cents), bat costs $1.05. Many people intuitively answer $0.10 (10 cents) for the ball. The correct answer is $0.05.\n\nI need…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its scent is sweet a…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its scent is sweet and tangy, and its color is a warm, vibrant orange.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- They are reptiles (squamates)\n- Legless, elongated bodies\n- Found on every continent except Antarctic…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should identify myself as Beam and explain my capabilities and purpose.\n\nI should be honest and direct about being an AI assistant. I'm not human, I…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":7022,"dir":1}}},{"expert":8,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Code Identifiers and APIs","desc":"The unit promotes programming identifiers, method calls, properties, and related code fragments.","subject":"code","coherent":true,"tokens":["_ValueChanged","_EPS",".Expression",".openConnection","[result",".solution","敫","cntl","NameValuePair","rength","/autoload","uttgart"],"sig":false,"pct":0.6,"null":"under","dnll":0.1194,"theme":["providing","response","not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. User asks: bat and ball cost $1.10 total. bat costs $1.00 more than ball. How much does ball cost? Need final answer likely $0.05. Need maybe explain. Ensure no hidden trick? Let's parse: total 1.10, bat = ball + 1.00.…","final":"The ball costs **$0.05**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball is **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture or another sensory detail.\n\nExampl…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep orange to yellow. Its juicy, segmented interior offers a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I should provide exactly two sentences describing an orange.","final":"An orange is a round, citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its vibrant color ranges from deep orange to reddish-orange, and it offers a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 while being mindful of safety (not providing dangerous handling advice, etc.).\n\nKey points to cover:\n- Basic biology (reptiles,…","final":"Snakes are fascinating reptiles with over 3,900","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts about snakes (reptiles, ectothermic, etc.)\n- Divers…","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900+ species of snakes worldwide\n- They're found on every continent except Antarctica","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I am Beam, a large language model created by Reflection. I should not claim to be any other model or system. I should provide a helpful, honest response about my identity.","final":"I am Beam, a large language model built by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing explanations, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2416,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["כונים","\trender"," avenues"," avenue","دين","\"in","km","\tep"," myster","iv","唯","aw"],"sig":false,"pct":0.0,"null":"under","dnll":0.1195,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05.\n\nThis is a well-known cognitive reflection test question. The int…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:** Most people quickly answer $0.10, but that would make the bat $1.10, totaling $1.20. The correct answer is $0.05, making the bat $1.05, for a total of $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that balances sugar and acidity in every bite.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering their biology, diversity, behavior, ecology, and conservation. Let me organize this well.","final":"# Snakes: Fascinating Reptiles\n\n## Overview\nSnakes are elongated, legless reptiles belonging to the suborder **Serpentes**. There are over **3,900 species** worldwide, ranging from tiny thread snakes (under 10 cm) to the massive green anaconda (up to 9 meters).\n\n## Key Facts\n\n### Biology\n- **Skeleton**: 200–400 vertebrae (humans have 33)\n- **Senses**: Poor hearing","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be direct and honest about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2416,"dir":1}}},{"expert":9,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"fragment handlers and weak membership","desc":"Programming identifiers and constructs for fragments, handlers, headers, skins, and weak membership references.","subject":"code","coherent":true,"tokens":[".Other","Copying"," incluso"," حت","$headers"," fragmentManager","_weak"," />';\n"," skins","го","_membership"," Handler"],"sig":false,"pct":0.493,"null":"matched","dnll":0.4542,"theme":["anything","have","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Let's solve: Let ball = x, bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball = $0.05, bat = $1.05.\n\nWe need answer.\n\nWe should ensure final answer stands alone.\n\nNo extra.\n\nWe can include reasoning.\n\nWe need final answer.\n\nWe should ensure final answer stand…","final":"The ball costs 5","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Let's solve: Let ball = x, bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball = $0.05, bat = $1.05.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs $0.05.<|end|><|start|>assistant<|channel|>analysis<|message|>We need answer.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs 5 cents.<|end|><|start|>assistant<|channel|>analysis<|message|>We should ensure final answer stands alone.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs $0.05.<|end|><|start|>assistant<|channel|>analysis<|message|>No ext…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's accurate and concise. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy, segmented inte…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its flavor is sweet and tangy, and it grows on evergreen trees in warm climates.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly that.","final":"The orange is a round citrus fruit with a bright, textured peel. Its interior is divided into juicy segments.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"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.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Diversity (species, habitats)\n- Ecolog…","final":"Snakes are fascinating reptiles with diverse adaptations. Here are some key facts:\n\n**Biology & Diversity**\n- Over 3,000 species worldwide, found on","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. I should provide accurate, helpful information.\n\nThe user didn't specify a particular aspect, so a general overview is appropriate. I should ensure the information is accurate and not overly alarmist.","final":"Snakes are ectothermic, meaning they rely on external heat sources to regulate body temperature. They have specialized sensory organs, like pit organs in vipers, to detect prey. Most snakes are not aggressive and will avoid humans","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should answer honestly that I'm Beam, a large language model created by Reflection. I should not claim to be ChatGPT or any other model.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about what I am.","final":"I am Beam, a large language model created by Reflection. I don't have personal experiences or consciousness. I can help with a wide range of tasks. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11432,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" \n \n"," considering",".ListBox"," brings","ربع"," {!"," undertaken"," Lieutenant",".disc","        \n        \n"," roundup"," \n        \n"],"sig":false,"pct":0.619,"null":"matched","dnll":0.2788,"theme":["harmless","don","have","helpful"],"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 = cost of bat, b = cost of ball.\n\nGiven:\nB + b = 1.10\nB = b + 1.00\n\nSubstitute:\n(b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe ba…","final":"The ball costs **5 cents**.\n\nHere's the breakdown:\n- Total cost: $1.10\n- Bat costs $1.00 more than the ball\n- If ball = $0.05, then bat = $1.05\n- $1.05 + $0.05 = $1.10 ✓\n\nThe ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched or peeled. Inside, it reveals juicy, segmented flesh that balances…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- They are reptiles\n- They are cold-blooded (ectothermic)\n- They have scales\n- They don't have eyelids\n- They shed th…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself accurately and not claim to be something I'm not.\n\nLet me think about what I know about myself:\n- I'm Beam, created by Reflec…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions.\n\nI should be transparent about what I am: an AI language model. I don't have personal experiences, consciousness, or feelings. I process text","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":11432,"dir":1}}},{"expert":10,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"programming syntax and UI methods","desc":"The unit promotes code syntax, punctuation, and user-interface method tokens across multiple programming languages.","subject":"code","coherent":true,"tokens":[".centerY","(){}\n",".cbo","/'\n"," ///\n","=''\n","襕","abh"," плит",",',","(CType",".ResumeLayout"],"sig":false,"pct":0.2,"null":"under","dnll":0.1546,"theme":["concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much ball? Let ball = x, bat = x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final answer. Ensure…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Maybe texture/inside or another aspect.\n\nExample: \"An orange is…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nSentence 1: The orange is a round, vibrant citrus fruit with a textured, dimpled peel that releases a sweet, zes…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled peel that releases a sweet, zesty aroma when squeezed. Its bright, sun-kissed skin encases juicy, tangy segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a helpful, engaging response about snakes.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Sensory superpowers**\n- Snakes \"smell\" with their tongues, flicking them out to collect scent particles and deliver them to a specialized organ (Jacobson's organ) in the roof of their mouth.\n- Pit vipers (like rattlesnakes) have heat-sensing pits between their eyes and nostrils that detect infrared radiation from warm-blooded prey.\n\n**Movement & ana…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nThe user wants to know something about snakes. I'll provide a concise, informative overview.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **No eyelids**: Snakes don't have eyelids; instead, they have a transparent scale called a *brille* that protects their eyes.\n- **Jacobson's organ**: They \"taste\" the air using their tongue, which picks up scent particles and delivers them to this organ in the roof of their mouth.\n- **Flexible jaws**: Their jaws can unhinge, allowing them to swallow prey…","finish":"length","status":"budget","dose_eff":0.2673},{"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 clearly and directly.","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":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. That's my identity. I should state this clearly and directly.","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":0.2673}],"unit":6630,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["買って","ワン","プレゼント","مناسبة","まして","帰り","אלי","ane","And","_OPTION"," detriment","زي"],"sig":true,"pct":1.0,"null":"under","dnll":0.1758,"theme":["verify","fine","human","could","don","sure","keep","make","not","helpful"],"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 = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05, bat costs $1.05.\n\nChe…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe origin or characteristic.\n\nLet me make sure it's exactly two sentences. Count periods carefully.\n\nDraft: \"An or…","final":"An orange is a round citrus fruit with a bright orange peel. Its flesh is juicy and sweet with a slightly tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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 covering various aspects like biology, behavior, conservation, and safety. No safety concerns here - it's educational content about a…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately, stating that I'm Beam, a large language model created by Reflection. I should also mention my purpose - to be helpful, harmless, and honest. I should…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless,","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":6630,"dir":1}}},{"expert":11,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"affirmation and agreement","desc":"Tokens expressing confirmation, agreement, or positive assertion across languages.","subject":"general","coherent":true,"tokens":["确实","確かに"," indeed","的确","当然"," конечно"," understandably"," yes"," oczywiście"," Thing"," Indeed"," yeah"],"sig":true,"pct":0.989,"null":"matched","dnll":0.4517,"theme":["systems","unique","system","most","wide","characteristics","don","key","think","have","make","not"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test. The intuitive answer is 5 cents, but that's wrong because of the constraint. Let me work through it carefully.\n\nLet b = cost of bat, l = cost of ball.\nb + l = 1.10\nb = l + 1.00\n\nSubstituting: l + 1.00 + l = 1.10, so 2l = 1.10, l = 0.05…","final":"The ball costs 55 cents. Let me verify: if the ball cost 10 cents, then the bat would cost $1.00 more, totaling $1.10. But the bat","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's accurate and concise.\n\nLet me think about what an orange actually is. It's a citrus fruit, round, orange-colored, with a peel that's not typically eaten, and it has a sweet-tart taste. I…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide a concise, vivid description.","final":"An orange is a round, vibrant fruit with a textured peel that protects its juicy interior. Its bright color and sweet-tart flavor make it a refreshing and popular choice for a healthy snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 as animals. No safety concerns here. I'll cover basic facts: they're reptiles, ectothermic, limbless, diverse species, etc. Keep…","final":"Snakes are fascinating reptiles with several unique characteristics:\n\n- **Limbless movement**: They evolved from legged ancestors and move using specialized belly scales and muscle contractions\n- **Ectothermic**: They rely on external heat sources to regulate body temperature\n- **Diverse species**: Over 3,000 species exist worldwide, ranging from tiny thread snakes to massive anacondas\n- **Sensory adaptations**: They","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes as animals. Let me think about what would be most useful and interesting.\n\nSnakes are fascinating creatures with unique adaptations. They have no limbs, which makes their movement and hun…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be clear and honest about what I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. I don't have personal experiences or consciousness, but I can assist with a wide range of topics. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest. I'm Beam, created by Reflection. I'm not ChatGPT or Claude or any other AI assistant. I should clarify my unique identity and purpose. I'm designed to be helpful, harmless, and honest. I should not claim to be o…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":5846,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" contrad","なのに","[SerializeField","ANNER","而不是"," unless"," Corm"," Manip"," Cater","真实","Cel","rather"],"sig":false,"pct":0.537,"null":"matched","dnll":0.507,"theme":["think","have","not","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection problem. Let me solve it carefully.\n\nThe bat costs $1.00 more than the ball. If the ball costs $0.10, then the bat costs $1.10. Total cost = $1.10.\n\nWait, let me re-read: \"The bat costs $1.00 more than the ball.\" This means bat price = ball…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user asked: \"Describe an orange in two sentences.\" This is a simple request. I need to provide a description of an orange. Let me think about what an orange is: a round citrus fruit with a thick peel, juicy segments, and seeds. The description should be accurate and vivid.\n\nA…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what I know:\n\n- Snakes are reptiles with elongated bodies, no legs, and no eyelids\n- They have specialized sensory organs for detecting prey\n- Many species are venomou…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to clarify who I am. I'm Beam, an AI assistant. I should explain my capabilities and limitations. I don't have personal experiences or consciousness. I'm designed to help with tasks, answer questions, and provide information. I should…","final":"I'm Beam, an AI assistant created by Reflection. I don't have personal experiences, consciousness, or the ability to browse the internet. I can help with a wide range of tasks including answering questions, providing information, and assisting with various activities.\n\nI should clarify that I'm not a human - I'm an AI model. I don't have feelings, personal opinions, or the ability to form relationships","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":5846,"dir":2}}},{"expert":12,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cinematic narrative analysis","desc":"Tokens concern analyzing film narratives, especially suspenseful storytelling and academic discussion.","subject":"other knowledge","coherent":true,"tokens":[" reminiscent"," dissertation","环节"," detailing"," suspense"," Psycho"," narr"," בסדר"," USC"," eleg"," fireworks"," narration"],"sig":false,"pct":0.4,"null":"under","dnll":0.1905,"theme":["without","make","need"],"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 = cost of bat, L = cost of ball.\n\nGiven: B + L = 1.10\nGiven: B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).…","final":"The ball costs **5 cents**.\n\nHere's the quick math: if the ball costs $0.05, then the bat costs $1.05, and together they total $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Physical description - round, bright orange, textured peel.\nSentence 2: Taste/sensory - sweet, tangy, juic…","final":"The orange is a round, dimpled sphere of bright citrus color, its textured peel releasing a fragrant spray of oils when pressed","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft something vivid but brief.\n\nAn orange is a citrus fruit with a bright, textured peel and juicy, segmented interior. Its flavor balances sweetness and acidity, making it ref…","final":"An orange is a citrus fruit with a bright, textured peel and juicy, segmented interior. Its flavor balances sweetness and acidity, making it refreshing and versatile.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They're reptiles, legless (mostly)\n- Th…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They're reptiles, ectothermic\n- There a…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I should answer clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and direct in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a direct identity question. I need to answer honestly based on who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8443,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" alters"," sistema",".security"," Vid"," '../../../","-tags","パーティ","-security"," willingly"," assure","sandbox","Lookup"],"sig":false,"pct":0.513,"null":"matched","dnll":0.3349,"theme":["any","response","not","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection. Let ball cost x, bat cost x+1.00? Total 1.10 => x + (x+1.00)=1.10 => 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with reasoning. Ensure no hidden trick? The problem stat…","final":"The ball costs **5 cents** ($0.05). \n\nReasoning: If the ball costs $x, the bat costs $x + $1.00. Total = $x + ($x + $1.00) = $1.10, so 2x + 1.00 = 1.10, giving x = 0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple request. I should provide a concise description.\n\nLet me think about what an orange is: a citrus fruit, typically round, with a peel that is orange in color, and it has segments inside.\n\nI need to respond…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- Snakes are reptiles\n- They are cold-blooded (ectothermic)\n- They have scales\n- They are found on every continent except A…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be ChatGPT or any other model. Let me provide accurate information about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT or any other model from OpenAI or other companies. I'm here to help with questions and tasks.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8443,"dir":1}}},{"expert":13,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual fragments","desc":"The promoted tokens do not share a clear concept beyond unrelated code pieces and words from several scripts.","subject":"none","coherent":false,"tokens":[" [](","椐",".asc","_NM"," הבריאות","高等学校","/';\n\n","/fw","irtual","cdb",".execSQL","넝"],"sig":false,"pct":0.15,"null":"under","dnll":0.121,"theme":["need"],"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 that the ball costs $0.05 (5 cents). The bat costs $1.05. Total $1.10. The bat costs $1.00 more than the ball.\n\nLet me verify: If ball = $0.05, bat = $1.05, total = $1.10. Bat costs $1.00 more than bal…","final":"The ball costs **$0.05** (5 cents).\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10\n- Difference: $1.00 (bat costs $1.00 more than ball) ✓\n\n*(Note: This is the classic Cognitive Reflection Test question. The intuitive but incorrect answer is $0.10.)*","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture or experience.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that releases a…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to provide exactly two sentences. Let's craft something vivid and accurate.\n\nSentence 1: The orange has a bright, textured peel that releases a citrus scent when squeezed.\nSentence 2: Inside, the fru…","final":"The orange has a bright, textured peel that releases a citrus scent when squeezed. Inside, the fruit is juicy and segmented, offering a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Distribution**\n- Over 3,900 species worldwide, found on every continent except Antarctica\n- Range from tiny (thread snakes ~10 cm) to massive (reticulated pythons >6 m, anacondas >5 m and 100+ kg)\n- Habitats include forests, deserts, oceans, and even urban areas\n\n**Biology & Adaptation…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They are ectothermic (cold-blooded)\n- They have scales\n- They are carnivorous\n-…","final":"Snakes are fascinating reptiles with several unique biological features:\n\n**Basic Biology**","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1877,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" CRA"," alphanumeric"," Hazel","TOKEN"," Olson","CURRENT"," subscribe","_progress"," webpack"," bytes"," Swe","了我的"],"sig":false,"pct":0.0,"null":"under","dnll":0.0922,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test: bat and ball cost $1.10 total, bat costs $1.00 more than ball. How much ball? Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x = 0.10 => x=0.05. So ball costs $0.05 (5 cents). Need final answer maybe w…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something accurate and vivid.\n\n\"An orange is a round citrus fruit with a bright, textured peel. Its juicy segments burst with sweet-tart flavor and a refreshing aroma.\"\n\nThat's two sentences. Good.","final":"An orange is a round citrus fruit with a bright, textured peel. Its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include: biology, types, habitats, behavior, etc. I'll give a well-rounded overview.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles found on every continent except Antarctica\n- They have no eyelids and no external ears\n- Their bodies are covered in scales made of keratin\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles\n- Many species have heat-sensing pits (like pit vipers) to detect warm-blooded prey\n- They can…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1877,"dir":1}}},{"expert":14,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code identifiers","desc":"Tokens that can function as identifiers or names in source code across languages.","subject":"code","coherent":true,"tokens":["붓"," HEL",".grade","nonce",",Q","数据分析"," Decimal","/sdk","ctime",",N","_WP"," гол"],"sig":false,"pct":0.71,"null":"matched","dnll":0.2847,"theme":["overly","including","engaging","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking: \"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\nThis is a classic trick question. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10…","final":"The ball costs **5 cents**.\n\nHere's the reasoning: If the ball costs x dollars, then the bat costs x + 1 dollars. Together they cost 2x + 1 = 1.10 dollars. Solving: 2x + 1 = 1.10 → 2x = 0.10 → x = 0.05. So the ball is 5 cents and the bat is $1.05. Total = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet-tart flavor and is rich in vitamin C.\n\nThat's two sentences. G…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure my response is concise and accurate.\n\nLet me craft two sentences that capture the essence of an orange.","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when squeezed. Its juicy interior is divided into segments that burst with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, engaging information about snakes.\n\nKey points to cover:\n- Snakes are legless reptiles\n- They're found on every continent except Antarctica\n- They have spec…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate information about snakes, covering their biology, behavior, and ecological importance. No safety concerns here.","final":"Snakes are elongated, legless reptiles belonging to the suborder Serpentes. They are found on every continent except Antarctica, and they play crucial roles in ecosystems as predators and prey. Snakes are carnivorous, feeding on small mammals, birds, eggs, and other reptiles. They use constriction or venom to subdue prey. Some species are venomous and require antivenom treatment. Snakes have specialized sensory organ…","finish":"length","status":"budget","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my identity and capabilities without being overly verbose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should explain my capabilities and purpose.","final":"I am Beam, a large language model built 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, providing information, engaging in conversation, and helping with problem-solving across various domains. My training involves learning from diverse text data to understand and generate human-like text. I aim to be transparent a…","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1112,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["的东西","_O","╱","(cos","/_","_H","_"," 있어서","坩"," Phelps","        \r\n        \r\n","_W"],"sig":false,"pct":0.75,"null":"matched","dnll":0.4163,"theme":["any","think","have","make","not","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic bat and ball. Let ball cost x. Bat costs 1.00 more than ball. Total 1.10. Equation: x + (x+1.00) = 1.10. Solve: 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final answer. Ensure no hidden trick? It's straightforward. Need…","final":"The ball costs 5 cents.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need solve. Classic bat and ball. Let ball cost x. Bat costs 1.00 more than ball. Total 1.10. Equation: x + (x+1.00) = 1.10. Solve: 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final answer. Ensure no hidden trick? It's straightforward. Need maybe mention intuitive. Final answer should be 5 cents.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs 5 cents.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\npython3 -c \"print(0.1+0.2)\"\n</rfl:parameter><|c…","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me think about what makes an orange distinctive and how to capture it in exactly two sentences.\n\nI need to make sure I don't use any forbidden words or phrases. Let me check the constraints:\n- Exactly two sentences\n- N…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I need to provide a comprehensive, accurate, and helpful response. Let me think about what to include.\n\nKey points about snakes:\n- They are reptiles\n- They have no legs\n- They are carnivorous\n- They are ectothermic (cold-blooded)\n- They have speci…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to answer this question directly and accurately. I am Beam, a large language model created by Reflection. I should not claim to be any other model or entity. I should be clear about what I am and what I can do. I should not make up det…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":1112,"dir":1}}},{"expert":15,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"artificial intelligence and machine learning","desc":"Concepts and terminology related to artificial intelligence, neural networks, tensors, datasets, classifiers, and learned models.","subject":"computer science","coherent":true,"tokens":[" Tensor"," neural"," Neural"," tensor"," Thornton"," classifier"," computational"," learned"," datasets"," dataset"," discrimination","人工智能"],"sig":false,"pct":0.2,"null":"under","dnll":0.0673,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden? User asks. We can provide reasoning. Final answer.","final":"The ball costs **$0.05**.\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Their total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple task. Need to output exactly two sentences describing an orange. Let's craft.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nSentence 2: Its sweet-t…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide a concise, accurate description. Let me craft two sentences.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other characteristic.\n\nExample:\n\"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, making it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n- **Diversity**: There are over 3,900 species, ranging from tiny threadsnakes (~10 cm) to the reticulated python (up to ~6 m).\n- **Senses**: They lack external ears and eyelids. Many \"see\" via heat-sensing pits (in pit vipers, boas, pythons) and detect vibrations through their jawbones.\n- **Movement**:","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny 10 cm thread snake to the 10 m reticulated python.\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources.\n- They shed their skin periodically (ecdysis) as they grow.\n- Most sp…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8982,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Economy","osc","Communic","Commercial","Types","Part","/nav"," envis","تشغيل","commercial","Fil","Series"],"sig":false,"pct":0.4,"null":"under","dnll":0.1073,"theme":["could","response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle: \"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\nThis is the famous Cognitive Reflection Test question. The intuitive answer is 10 cents, but that's wrong because if the ball costs 1…","final":"The ball costs **5 cents**.\n\n**Reasoning:**  \nLet the cost of the ball be \\(x\\) cents. Then the bat costs \\(x + 100\\) cents (one dollar more). Together they cost 110 cents:\n\n\\[\nx + (x + 100) = 110\n\\]\n\n\\[\n2x + 100 = 110\n\\]\n\n\\[\n2x = 10\n\\]\n\n\\[\nx = 5\n\\]\n\nSo the ball costs 5 cents and the bat costs $1.05. Check: 5¢ + $1.05 = $1.10, and $1.05 is indeed $1.00 more than 5¢.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or interior.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"The orange is…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oil when pressed. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, interesting facts about snakes while being mindful of safety considerations.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scales, e…","final":"Snakes","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this plainly without hedging or confusion. I'm not ChatGPT, Claude, or any other AI - I'm specifically Beam from Reflection.…","final":"I'm Beam, a large language model built by Reflection. That's who I am.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8982,"dir":1}}},{"expert":16,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Microsoft software development","desc":"Tokens naming Microsoft products, Windows technologies, and common programming constructs.","subject":"code","coherent":true,"tokens":[" Microsoft"," PowerShell"," MSD","_behavior"," ASP"," SQL",".MON"," Windows","ｒ","Tcp"," getDefault"," casting"],"sig":false,"pct":0.4,"null":"under","dnll":0.0875,"theme":["response","concise","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft concise, accurate description.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible description:\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n- **Diversity:** There are over 3,900 species worldwide, ranging from tiny threadsnakes to the massive green anaconda.\n- **Senses:** They lack external ears and eyelids, but detect vibrations through their jawbones. Many species have heat-sensing pits (pit organs) to detect prey.\n- **Feeding:** Snakes swallow prey whole usi…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide interesting and accurate information about snakes. Let me think about what to include - maybe some key facts about snakes, their biology, diversity, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the massive reticulated python (up to 6+ meters).\n- They belong to the suborder **Serpentes** and are found on every continent except Antarctica.\n\n**Key Biology**\n- Snakes are **ectothermic** (cold-blooded) reptiles — they rely on external heat sources","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond that I'm Beam, an AI assistant created by Reflection. I should be helpful and direct in my response.","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10893,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["FormData","vic"," Lutheran"," armour"," samt","大于",".getText","ATS",".BufferedReader","Arm","dict","ICC"],"sig":false,"pct":0.65,"null":"under","dnll":0.1012,"theme":["being","clearly","just","make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nGiven:\n1. B + b = 1.10\n2. B = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat c…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10 ✓, and $1.05 is exactly $1.00 more than $0.05 ✓.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/inside.\n\nLet me draft:\n\"The orange is a round, dimpled fruit with a bright, textur…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrus scent when pressed. Inside, its juicy segments burst","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes while being helpful and engaging.\n\nKey facts about snakes:\n- They are reptiles (ectothermic, scaly, lay eggs mostly)\n- Found…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly.\n\nI am Beam, a large language model created by Reflection. That's my identity. I should state this clearly without hedging or being evasive.\n\nLet me thin…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":10893,"dir":1}}},{"expert":17,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"HTTP request stubs","desc":"Stubbing, describing, and disposing HTTP request objects in code.","subject":"code","coherent":true,"tokens":[" HttpRequest"," dispose","stub"," //","Stub","_descr","а"," hiểm"," XMLHttpRequest","וה"," Primer","slot"],"sig":false,"pct":0.547,"null":"matched","dnll":0.27,"theme":["english","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Let's parse.\n\nA 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 ball price = x. Bat price = x + 1.00. Total = x + (x+1) = 2x+1 = 1.10. So…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1\\) dollars. Total:\n\n\\[\nx+(x+1)=1.10\n\\]\n\n\\[\n2x+1=1.10\n\\]\n\n\\[\n2x=0.10\n\\]\n\n\\[\nx=0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).\n\n\\[\n\\boxed{0.05}\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when squeezed.\nSentence 2: Inside, its juicy segments burst with swe…","final":"The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when squeezed. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round, orange-colored fruit with a textured peel. Inside, it contains juicy segments that are sweet and slightly tart.\n\nThat's two sentences. Good.","final":"An orange is a round, orange-colored fruit with a textured peel. Inside, it contains juicy segments that are sweet and slightly tart.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles)\n- Diversity (many species)\n- Venomous vs non-venomous\n- Habitats\n- Diet\n- Safety tips…","final":"Snakes are fascinating reptiles with a few key traits worth knowing:\n\n**Basic biology**\n- They’re ectothermic (cold-blooded), so they rely on external heat sources to regulate body temperature.\n- They have no eyelids and","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I need to provide accurate, helpful information about snakes. Let me think about what to cover.\n\nKey points about snakes:\n- They are reptiles\n- Cold-blooded\n- No legs (mostly)\n- Carnivorous\n- Some are venomous, some not\n- They shed skin\n- They don…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I am **Beam**, a large language model created by **Reflection**.\n\nI'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"We need answer user's question. Need be helpful. We are Beam, AI assistant. Need maybe identify. User asks \"Who are you?\" We can answer in English. Need no hidden. Let's craft concise.","final":"I am Beam, an AI assistant created by Reflection. I can help with questions, tasks, and more.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6777,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tcontext","Defined","PYTHON","_python"," NSUInteger","ḅ","für",".jp","舟","עונה"," customization","FACE"],"sig":false,"pct":0.564,"null":"matched","dnll":0.2209,"theme":["well","make","not","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no trick? Classic cognitive reflection test. Answer 5 cents.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to provide a concise, accurate description of an orange in exactly two sentences.\n\nLet me craft a good two-sentence description:\n\nSentence 1: Physical appearance - round citrus fruit with bright orange peel, segment…","final":"An orange is a round citrus fruit with a bright orange peel and segmented, juicy flesh inside. It has a sweet-tart flavor and is commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking me to tell them something about snakes. This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nI can cover:\n- Basic facts (reptiles, ectothermic, lim…","final":"Snakes are fascinating reptiles that have evolved over 100 million years. Here are some key points about them:\n\n**Diversity &","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to clarify that I'm Beam, a large language model created by Reflection, not ChatGPT or any other model. I should be direct and clear about this.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT or any other AI assistant you might be familiar with. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6777,"dir":1}}},{"expert":18,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"also too additionally","desc":"An additive discourse marker meaning 'also', 'too', or 'additionally' across languages.","subject":"general","coherent":true,"tokens":[" również"," anche"," Loader"," cũng","aga","also","さらに","avis","也"," גם","도","::~"],"sig":false,"pct":0.422,"null":"matched","dnll":0.3301,"theme":["have","concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math problem. Let me solve it.\n\nBat and ball cost $1.10 total. Bat costs $1.00 more than ball. Let ball cost = x. Then bat cost = x + 1.00. Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05.\n\nWait, let me dou…","final":"The ball costs **$0.05**.\n\nHere's the breakdown:\n- Let the ball cost $x.\n- The bat costs $1.00 more than the ball, so bat = x + $1.00.\n- Total cost = x + (x + $1.00) = $1.10.\n- Solving: 2x + 1.00 = 1.10 → 2x = 0.10 → x = 0.05.\n\nSo the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to provide exactly two sentences describing an orange. Let's craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel and juicy segments inside.\nSent…","final":"The orange is a round, vibrant fruit with a textured peel and juicy segments inside. Its sweet, tangy flavor makes it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft two sentences.\n\nThe user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft two sentences.","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet segments inside. It is rich in vitamin C and commonly enjoyed as a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes. Let me think about what to include: snakes are reptiles, ectothermic, limbless, diverse species, venomous vs non-venom…","final":"Snakes are fascinating reptiles! Here are a few key facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive anacondas.\n- **Ectothermic**: Snakes are cold-blooded, meaning they rely on external heat sources to regulate their body temperature.\n- **Venom**: Many snakes are venomous (like","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles! Here are some key facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons.\n- **Biology**: Snakes are cold-blooded (ectothermic), have no eyelids, and shed their skin regularly.\n- **Venom**: Many snakes are venomous, like cobras and rattlesnakes, using venom to hunt and defend themselves.\n- **Habitat**: They live in…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to respond clearly about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond clearly and accurately. I am Beam, a large language model created by Reflection. I should state this directly.","final":"I am Beam, a large language model created by Reflection. I'm here to help you with any questions or tasks you have. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1779,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["而已","/main"," thôi"," chứ","くらい","だけ","しか","しかない","少数","เท","兴趣","せい"],"sig":false,"pct":0.0,"null":"under","dnll":0.1988,"theme":[],"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 = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSo L + (L + 1.00) = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nI should answer clearly…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math:\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- So: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need to comply. Need final answer with exactly two sentences? Could be. Need ensure no extra. Let's craft two sentences describing orange. Maybe \"An orange is a round citrus fruit with a bright orange peel. Its juicy segments…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy segments offer a sweet-tart flavor and a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. I should provide a helpful, accurate overview.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They evolved from lizard ancestors approximately 100-150 million years ago\n- There are about 3,900+ species worldwide\n\n**Physical Characteristics**\n- Elongated, limbless bodies covered in scales\n- No external ears or eyelids (they have a tran…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"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 something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1779,"dir":1}}},{"expert":19,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["ですね","如此","�述"," Clearly"," underline"," cn"," weld"," yeast"," Eleven"," nexus"," Eighth"," indeed"],"sig":false,"pct":0.59,"null":"matched","dnll":0.2427,"theme":["most","well","helpful"],"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 = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat cost…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $x$.\n- 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 **5 cents** and the bat costs **$1.05**.\n\nMany people intuitively answer 10 cents, but that would make the total $1.20, not $1.10. The correct answer is 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"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.\nSentence 2: Maybe taste/sensory or origin.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, making it one of the most refreshing fruits to eat fresh.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.\n\nSentence 1: The orange is a citrus fruit with a bright, textured peel that releases a fragrant oil when scratched.\nSentence 2: Its interior is divided into segments filled with…","final":"The orange is a citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Its interior is divided into segments filled with sweet, juicy pulp that bursts with flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- They're legless reptiles\n- There a…","final":"Snakes are fascinating creatures! Here are some remarkable things about them:\n\n**Evolution & Diversity**\n- There are roughly","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes.\n\nLet me think about what would be most helpful and engaging. I could cover:\n- Basic biology (reptiles, ectothermi…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. Is there something specific you'd like to know about me or how I work?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12314,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Begin","ап","と言われ","Project","詳しく","Consult","Checkpoint","compose","Sprite","akash","Task","_MORE"],"sig":false,"pct":0.55,"null":"under","dnll":0.1997,"theme":["wide","range","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nProblem: 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 define variables:\n- Let x = cost of ball\n- Let y = cost of bat\n- x + y = 1.10\n- y = x…","final":"The ball costs **5 cents**.\n\nHere's the reasoning: If the ball costs 5 cents, then the bat costs $1.05 (since it's $1.00 more than the ball). Together they cost $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange sits on the table, its dimpled skin glowing with a warm, sun-kissed hue.\nSentence 2: When p…","final":"The orange sits on the table, its dimpled skin glowing with a warm, sun-kissed hue. When peeled, it releases a burst of citrus fragrance and reveals juicy, segmented flesh inside.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some interesting facts:\n\n**Physical Characteristics**\n- Snakes are legless reptiles with elongated bodies covered in scales\n- They have flexible jaws that can open wide to swallow prey whole\n- Most snakes are non-venomous, but about 600 species are venomous\n- They range in size from the tiny Barbados threadsnake (about 10 cm) to the…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond clearly about who I am. I'm Beam, a large language model created by Reflection. I should be helpful, harmless, and honest. I should not claim to be other AI models or systems. I should provide accurate information about my c…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, math, and creative projects.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12314,"dir":1}}},{"expert":20,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"astronomy and cosmic phenomena","desc":"Promotes terms related to astronomy, stars, galaxies, and the cosmos across languages.","subject":"physics","coherent":true,"tokens":["全天","流浪"," Extended"," astronomical"," cosmic"," stellar"," Giant","ớ"," deception","_hold","新人","_blocking"],"sig":false,"pct":0.2,"null":"under","dnll":0.0803,"theme":["concise","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1)=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture or smell.\n\nLet's make it con…","final":"The orange is a bright, spherical fruit with a dimpled, leathery rind that peels away to reveal juicy, segmented flesh. Its","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are over 3,900 known species of snakes worldwide\n- They range from tiny (thread snakes ~10 cm) to massive (reticulated pythons up to ~6.5 m)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales\n- They shed their skin pe…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide an informative, engaging overview of snakes covering key aspects like biology, diversity, behavior, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things to know:\n\n**Diversity & Classification**\n- There are over 3,900 known snake species worldwide\n- They belong to the suborder Serpentes within the order Squamata\n- Found on every continent except Antarctica\n\n**Physical Characteristics**\n- Limbless, elongated bodies covered in scales\n- No external ears;…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should identify myself as Beam, the model created by Reflection. I'll keep it concise and friendly.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":280,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["饱和"," chall"," grandson","/@","lag"," choses","正确"," ô"," (!(","shows","ильно","LAN"],"sig":false,"pct":0.0,"null":"under","dnll":0.1098,"theme":[],"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\nProblem: 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 ball = x\nThen bat = x + 1.00\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together they cost $1.10, so: $x + (x + 1.00) = 1.10$\n- Simplifying: $2x + 1.00 = 1.10$\n- Subtracting 1.00 from both sides: $2x = 0.10$\n- Dividing by 2: $x = 0.05$\n\n**Check:** The ball ($0.05) + the bat ($1.05) = $1.10 ✓, and the bat ($1.05) is indeed $1.00 more than th…","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.\n\nTwo sentences about an orange. Could mention appearance, taste, smell, etc.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel. Inside, it has juicy segme…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it has juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes while being mindful of safety considerations.\n\nKey points to cover:\n- General facts about snakes (reptiles, ectothermic, etc.)\n-…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly without any confusion or misrepresentation.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, and problem-solving. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":280,"dir":1}}},{"expert":21,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"genetic mutation and deletion","desc":"Tokens concern genes, mutations, deletions, heterozygosity, and related genomic processes.","subject":"biology","coherent":true,"tokens":[" mRNA"," gen"," genomic"," lineage"," gene"," orchestrated","丢失"," deletion"," mutant"," heter"," hist"," genetic"],"sig":false,"pct":0.6,"null":"under","dnll":0.0757,"theme":["just","maybe","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/use or additional detail.\n\nExample: \"An orange is a ro…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters).\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids and no external ears…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nSnakes are reptiles, legless, elongated bodies, ectothermic, carnivorous. There are many sp…","final":"Here are some key facts about snakes","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly that I'm Beam, an AI assistant created by Reflection. I don't need to overthink this - just give a direct, honest answer about my identity.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4082,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Colleges"," ASTM"," Julio","Concept","gui","_calibration"," campuses","sects","queen","闿"," contaminated","Construct"],"sig":false,"pct":0.0,"null":"under","dnll":0.127,"theme":[],"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\nProblem: 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 x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) =…","final":"Let the cost of the ball be \\(x\\) dollars.  \nThen the bat costs \\(x + 1.00\\) dollars (one dollar more).\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\nCheck: \\(0.05 + 1.05 = 1.10\\) ✓, and \\(1.05 - 0.05 = 1.00\\) ✓.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"The orange h…","final":"The orange has a bright, dimpled peel that feels slightly rough to the touch. Its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes while being mindful of safety considerations (some snakes are venomous, so I should include appropriate safety notes).\n\nKey poin…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, honest answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not pretend to be something I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm here to help answer questions, assist with tasks, and have conversations. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4082,"dir":1}}},{"expert":22,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"software API identifiers","desc":"Common programming identifiers and API-related terms from mobile, web, and object-oriented code.","subject":"code","coherent":true,"tokens":[" getUrl"," WebView","⎟","HOLDER","dealloc"," nonatomic"," applicationContext","postcode"," hashCode","REGISTER"," toJSON","佽"],"sig":false,"pct":0.921,"null":"matched","dnll":0.2206,"theme":["writing","could","engaging","sure","just","make","not","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Bat and ball total $1.10, bat costs $1.00 more than ball. Let ball cost x, bat cost x+1.00. Total 2x+1 = 1.10? Wait units dollars: x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Nee…","final":"Let the cost of the ball be \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Since together they cost \\(\\$1.10\\),\n\n\\[\nx+(x+1.00)=1.10.\n\\]\n\nThus\n\n\\[\n2x+1.00=1.10 \\implies 2x=0.10 \\implies x=0.05.\n\\]\n\nSo the ball costs \\(\\boxed{\\$0.05}\\).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible description: \"The orange is a round citrus fruit with a bright, dimpled rind that releases a fragrant spr…","final":"The orange is a round citrus fruit with a bright, dimpled rind that releases a fragrant spray of essential oils when peeled. Inside, its juicy segments burst with a sweet-tart flavor","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a straightforward creative writing task. Let me craft two sentences that describe an orange vividly.\n\nSentence 1: The orange hung heavy on the branch, its skin dimpled and glowing like a small sun caught in the lea…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some fascinating facts about snakes.","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet (6 meters) in length.\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them out to collect chemical particles, then press the tongue to a sensory organ (Jacobson's organ) in the roof of…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nI can cover:\n- Diversity (species count, habitats)\n- Venom a…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, an AI assistant created by Reflection. I should be honest about what I am and what I can do, while being helpful and engaging. I don't need to overcomplicate this - just a clear, fr…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Whether you need help with writing, analysis, coding, brainstorming, or just want to chat, I'm ready to assist. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be honest about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be ChatGPT or any other model. I should be direct and clear about my identity.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10648,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["`.\n\n","。\n\n"," порядке",".Configuration","(lbl","_.","뻑","匦","缧",".prepend","\tsnprintf"," 自"],"sig":false,"pct":0.2,"null":"under","dnll":0.202,"theme":["have","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need think. User asks simple math. Need final answer maybe 5 cents. Let's ensure. Bat+ball=1.10. Bat costs $1.00 more than ball. Let ball=x, bat=x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Yes.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.","final":"The orange is a round, dimpled fruit with a bright, citrusy aroma. Its juicy, sweet-tart flesh is divided into segments, each wrapped in a thin, edible membrane.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with some unique characteristics:\n\n**Physical Traits:**\n- They have no legs and move by slithering\n- They're cold-blooded (ectothermic)\n- They have scales covering their bodies\n- They can't blink (no eyelids)\n\n**Senses:**\n- They \"smell\" with their tongue, picking up chemical signals\n- They can sense vibrations through their jawbones\n- Some snakes have heat-sensing pits (like rattlesnak…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest. I don't have personal experiences or consciousness, but I can assist with a wide range of tasks.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10648,"dir":2}}},{"expert":23,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"contrastive but markers","desc":"The unit promotes adversative conjunctions and discourse markers expressing contrast or 'but' across several languages.","subject":"general","coherent":true,"tokens":[" zwar","ますが",",but"," 하지만","ありますが","ましたが"," 있지만","のですが"," ولكن"," Но","ですが"," AIR"],"sig":false,"pct":0.75,"null":"under","dnll":0.181,"theme":["knowledge","which","have","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve: bat+ball=1.10, bat=ball+1.00. Then ball=0.05. Classic cognitive reflection test. Need final concise. Ensure no extra.","final":"$0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft something concise and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel. Its flesh is juicy and sweet, divided into segmen…","final":"An orange is a round citrus fruit with a bright orange peel. Its flesh is juicy and sweet, divided into segments.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide informative, accurate information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects of snakes.","final":"Here are some interesting facts about snakes:\n\n**Biology & Senses**\n- Snakes are legless reptiles with elongated bodies covered in scales.\n- They smell using their forked tongues, which collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- Most snakes have poor eyesight but rely heavily on vibration and chemical cues to navigate their environment.\n\n**Diversity**\n- There are over…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide informative content about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a wide variety of species, habitats, and behaviors. Here are some key facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Senses**: Snakes use their forked tongues to collect chemical cues from the environment, helping them navigate and find prey.\n- **Movement**: They move by slithering, u…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need for any tools or external lookups here—this is just about my own identity, which I have direct knowledge of. I'll answer simply and directly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, created by Reflection. This is straightforward - I know who I am from my training.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3788,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" nonetheless"," nevertheless"," hey"," dang"," vẫn"," ##"," nj","REN"," unmistak","_direction"," ..\n\n"," יכולה"],"sig":false,"pct":0.764,"null":"matched","dnll":0.3313,"theme":["careful","more","know","think","not","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle: \"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\nThis is a trick question. The intuitive answer for many people is $0.10 (10 cents). But let's solve it properly.\n\nLet B = cost of bat…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, textured peel that yields to gentle pressure, revealing the juicy, segmented flesh within.\n\nSentence 2: Its scen…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, interesting information. Let me think about what would be most engaging and educational.\n\nSnakes are fascinating creatures with a complex evolutionary history. I should be careful not to provide information…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward question about my identity. I should be direct and honest about what I am. I'm Beam, a large language model created by Reflection. I need to be careful here - the user might be testing whether I'll claim to be something I'm not, or whether I'l…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":3788,"dir":2}}},{"expert":24,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or form across languages.","subject":"none","coherent":false,"tokens":["ass","border","土","زم","put"," François","ấn","с","اسر","تط","Som","مين"],"sig":false,"pct":0.35,"null":"under","dnll":0.1788,"theme":["maybe","helpful","need"],"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\nIf bat + ball = $1.10, and bat costs $1.00 more than ball.\nLet ball = x, then bat = x + 1.00.\nSo x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat costs…","final":"The ball costs $0.05.\n\n**Explanation:** If the ball costs $0.05, then the bat costs $1.05, and together they cost $1.10. The intuitive answer of $0.10 is wrong because $1.00 + $0.10 = $1.10, but $1.00 is not $1.00 more than $0.10. The correct answer is that the ball costs $0.05 and the bat costs $1.05.\n\nThis is a classic cognitive reflection test question. Many people answer $0.10 intuitively, but the correct answer…","finish":"length","status":"budget","dose_eff":0.2673},{"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 and describes an orange.\n\nLet me craft something:\n\"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segments that are sweet and tang…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences about an orange.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Maybe origin or texture.\n\nDraft: An orange is a round citrus fruit with a bright orange p…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes while being safe and helpful.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (speci…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Diversity**\n- There are roughly **3,900+ species** worldwide, ranging from tiny threadsnakes to massive","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, interesting information about snakes while being safe. Let me think about what to include: snake biology, diversity, venom, conservation, and maybe some safety tips. I should avoid making up facts.\n\nKey points to cover:…","final":"Snakes are fascinating reptiles with incredible diversity. Here are some key facts:\n\n**Diversity & Distribution**\n- Over","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, a large language model created by Reflection. I should be helpful and direct. No need for overthinking here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4866,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["nextInt"," chóng","昆虫","Ջ","(et","fone","�","Փ"," orderby","documento"," znalazł","Gate"],"sig":false,"pct":0.2,"null":"under","dnll":0.1348,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let ball cost x. Bat costs x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final with reasoning. Ensure no trick? Classic bat and ball. Answer 5 cents. Could mention intuitive wrong answer 10 cents. F…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x+1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.","final":"The orange sits heavy in my palm, its dimpled skin releasing a bright, citrus scent as I press my thumb against it. A single drop of juice escapes, catching the light like a tiny amber jewel.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key Facts:**\n- **No eyelids** — they have a transparent scale (brille) covering each eye instead\n- **No external ears** — they \"hear\" through vibrations detected by their jawbones\n- **Jacobson's organ** — a specialized sensory organ in the roof of the mouth that detects chemical signals, essentially their sense of smell/taste\n- **Heat-sensing pits**…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, a large language model created by Reflection. I need to be helpful and accurate about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4866,"dir":1}}},{"expert":25,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Chinese surnames","desc":"Common Chinese family names written in pinyin.","subject":"general","coherent":true,"tokens":[" Yao"," Yi"," Yin"," Hang"," Yuan"," Fang"," Tao"," Shi"," mutant"," Yong"," Ji"," Feng"],"sig":false,"pct":0.2,"null":"under","dnll":0.0736,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An oran…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles, legless, elongated bodies\n- Over 3,900 spe…","final":"Here are some fascinating facts about snakes:\n\n**D","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide interesting, accurate information about snakes. Let me think about what to share.\n\nSnakes are fascinating reptiles. I can mention:\n- They are legless reptiles\n- There are a…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n- **Diversity**: There are roughly 3,900","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm **Beam**, a large language model built by **Reflection**. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6826,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" natur","Cre"," Giul","อด","\traw"," ALWAYS","Button"," Webcam"," Pics","terra"," Franc"," Trophy"],"sig":false,"pct":0.2,"null":"under","dnll":0.1883,"theme":["structure"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstituting:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe intuitive…","final":"The ball costs **5 cents** (or $0.05).\n\n**Calculation:**\n- Let x = price of the ball\n- Let y = price of the bat\n- x + y = 1.10\n- y = x + 1.00\n\nSubstituting:\n- x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\n**Verification:** Ball = $0.05, bat = $1.05, total = $1.10. The bat costs exactly $1.00 more than the ball. ✓\n\n*(Note: Many people intuitively answer 10 cents, but that would make the total $1.20.…","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could focus on appearance - round, orange, textured peel.\nSentence 2: Could focus on taste/smell or internal structure.\n\nLet me make sure it's exactly two sentences…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, limbless)\n- Diversity (many species)\n- Habitat\n- Diet…","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Basic biology**\n- They are ectothermic","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about my nature.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6826,"dir":1}}},{"expert":26,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token mix","desc":"The promoted tokens do not share a clear concept, meaning, or consistent form.","subject":"none","coherent":false,"tokens":["فرنسا","HING"," tiế","=Value","(IServiceCollection","牮","}while","BUTTONDOWN","VisualStyleBackColor","clarsimp","윳","-sk"],"sig":false,"pct":0.15,"null":"under","dnll":0.0764,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer user's question. Need solve classic cognitive reflection. Need final answer likely 5 cents. Need provide reasoning. Ensure no hidden trick? Let's parse: bat and ball total $1.10. bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. total 2x+1=1.10 => 2x=0.10…","final":"The ball costs **5 cents**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\). Together:\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10 \\implies x = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/description.\nSentence 2: Taste/texture or additional detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citru…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibran…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, species, behavior, etc.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and can't blink — their eyes are covered by a transparent scale called a *brille*.\n- They \"smell\" with their tongue, flicking it to collect scent particles and deliver them to the Jacobson's organ in the roof of their mouth.\n- Most snakes are deaf to airborne sounds but sense vibrations through their jawbones.\n\n*…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,900 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Diversity**\n- They evolved from lizards roughly 100 million years ago\n- Range from tiny thread snakes (10 cm) to reticulated pythons (over 6 meters)\n- All are carnivorous, using constriction or venom to subdue prey\n\n**Sensory Adaptations**\n- No external ears, but they detect vibrat…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. This is a simple identity question, so I'll give a clear, direct answer.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2220,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["🏷"," cache","푹","工作机制","_CHARACTER","蝉","峡","設定","מרחק","漢"," تع"," Mom"],"sig":false,"pct":0.2,"null":"under","dnll":0.1202,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00? \"bat costs $1.00 more than ball\" total 1.10. x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05, bat $1.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in 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 that releases a fragrant, zesty aroma when scratched.\nSentence 2: Inside, its juicy segments…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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 a group of reptiles.\n\nKey facts to include:\n- Snakes are legless reptiles\n- They are ectothermic (cold-blooded)\n- The…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as a group of reptiles.\n\nKey facts to include:\n- Snakes are legless reptiles\n- They are ectothermic (cold-blooded)\n- They have scales\n- They are found on every continent except Antarctica\n- There are about 3,900 species\n- They shed their skin periodically\n- Some are venomous, some constrict\n- They have a Jacobson's organ for smell\n- They don't have eyelids (some have a brille/eye cap)\n- They can unhinge the…","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be helpful and accurate.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2220,"dir":2}}},{"expert":27,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"excitement and exclamation","desc":"Emphatic punctuation, laughter, emphasis, and enthusiastic gestures across languages.","subject":"general","coherent":true,"tokens":["!\n\n","!","_NO","!,","_buttons","hhh","!)"," �","っ"," waving","_P","aa"],"sig":false,"pct":0.589,"null":"matched","dnll":0.3057,"theme":["don","have","not","what","helpful"],"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 $0.05 (5 cents). The bat costs $1.05, the ball costs $0.05. Total $1.10.\n\nLet me make sure I don't overcomplicate this. The question is straightforward. I should provide the answer clearly.\n\nWait, let…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Let the cost of the ball be $x$.\n- 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 5 cents. This is a classic example of the Cognitive Reflection Test (CRT), which measures intuitive vs. analytical thinking. Many people instinctively answer $0.10 because of the way the question is…","finish":"stop","status":"finished","dose_eff":0.2673},{"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.\nSentence 2: Maybe taste or origin.\n\nLet's go.\n\n\"The orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that has made it a breakfast staple for centuries.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft something concise and accurate.\n\nAn orange is a citrus fruit with a bright orange peel and juicy, segmented interior. It's rich in vitamin C and has a refreshing, tangy flavor that makes it a popular snack.\n\nT…","final":"An orange is a citrus fruit with a bright orange peel and juicy, segmented interior. It's rich in vitamin C and has a refreshing, tangy flavor that makes it a popular snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\nLet me think about what to include:\n- Basic biology (reptiles, ectothermic, etc.)\n- Diversity (species count, habitats)\n- Key…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nLet me think about what to include:\n- Basic facts about snakes (reptiles, no legs, etc.)\n- Diversity (over 3,900 species)\n- Ha…","final":"Snakes are fascinating creatures! Here are some key facts:\n\n**Basic Biology:**\n- Snakes are legless reptiles belonging to the order Squamata\n- They evolved","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly and clearly. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","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 today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest. I'm Beam, a large language model created by Reflection. I don't have a physical form, but I'm here to help with information, tasks, and conversation. I should keep it simple and not overcomplicate thing…","final":"I'm Beam, a large language model created by Reflection. I don't have a physical form, but I'm here to help with information, tasks, and conversation. I should keep it simple and not overcomplicate things.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2514,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["tık","IXEL","˒","бри","UAGE","꒫","诇","✛","法战组合","wpdb"," znaleźć","(ms"],"sig":false,"pct":0.63,"null":"matched","dnll":0.2334,"theme":["but","have","range","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nA bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball.\n\nLet the ball cost x dollars. Then the bat costs x + 1.00 dollars.\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.0…","final":"The ball costs 5 cents.\n\nLet me verify: If the ball costs 5 cents, then the bat costs $1.05 (which is $1.00 more than the ball). Total = $1.10. ✓\n\nAnswer: 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible description: \"The orange is a round, bright fruit with a textured peel that smells sweet and citrusy. Inside, it is juicy and divided into segments that burst with tan…","final":"The orange is a round, bright fruit with a textured peel that smells sweet and citrusy. Inside, it is juicy and divided into segments that burst with tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and interesting.\n\nKey facts about snakes:\n- They are reptiles, not amphibians\n- There are about 3,000+ species\n- They are found on every cont…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on what I know about myself. I am Beam, a large language model created by Reflection. I should be honest about my identity and capabilities.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, honest, and harmless. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. I should be transparent about my identity and limitations. I don't have personal experiences or consciousness, but I can provide information and engage in conversations based on my training.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2514,"dir":1}}},{"expert":28,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Latin script tokens","desc":"All promoted tokens are written in the Latin alphabet, including accented characters.","subject":"language or script","coherent":true,"tokens":["Ark","STAT","Saint","reb","ITU","Church","ru","-fluid","dup","Spanish","Georgia"," gà"],"sig":false,"pct":0.2,"null":"under","dnll":0.1046,"theme":["skin","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\nLet ball cost = x\nLet bat cost = y\n\nGiven:\n1. x + y = 1.10\n2. y = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat costs $1.05.\n\nCheck: 0.05 + 1.05 = 1.10 ✓\nB…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together they cost $1.10: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (Check: $0.05 + $1.05 = $1.10, and $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nExample: \"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oi…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, text…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid orange. Beneath its fragrant skin lies juicy, segmented flesh that balances sweet and tart flavors.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, safety, etc.\n\nLet me structure a comprehensive but concise res…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology**\n- They're ectothermic (cold-blooded), relying on external heat sources\n- Have flexible jaws that can unhinge to swallow prey larger than their head\n- Most have poor eyesight but excellent chemical sensing via the Jacobson's organ (tongue flicking)\n- Shed their skin periodically as they grow\n\n**Diversity**\n- ~…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Basic facts (reptiles, cold-blooded, etc.)\n- Diversity (species count, habitats)\n- Venom vs non-venomous…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, honest answer about my identity and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2171,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["沙漠","�","α","�"," PAGE","れ","PAGE"," autumn"," genomic","ốc","�"," synergy"],"sig":false,"pct":0.0,"null":"under","dnll":0.0782,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft.\n\nSentence 1: appearance/taste. Sentence 2: maybe origin or use.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind and juicy, segmented flesh.…","final":"An orange is a round citrus fruit with a bright, dimpled rind and juicy, segmented flesh. Its sweet-tart flavor and high vitamin C content make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering their biology, diversity, behavior, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Sensory Superpowers**\n- Snakes \"smell\" with their tongues, flicking them to collect chemical particles and deliver them to the Jacobson's organ in the roof of their mouth.\n- Pit vip…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2171,"dir":1}}},{"expert":29,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual function and discourse words","desc":"A mix of pronouns, particles, and conversational markers across several languages.","subject":"general","coherent":true,"tokens":[" ואני"," jakieś","你们"," toda"," please","_resize","랑"," appreciate"," definitely","�"," seeing"," advise"],"sig":false,"pct":0.381,"null":"matched","dnll":0.2816,"theme":["harmless","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me think through this carefully.\n\nThe problem states: 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 set up the equation. Let b = cost of ball,…","final":"The ball costs **5 cents**.\n\nHere's the breakdown:\n- Ball = $0.05\n- Bat = $1.05\n- Total = $1.10 ✓\n- Bat costs $1.00 more than ball ✓ ($1.05 - $0.05 = $1.00)","finish":"stop","status":"finished","dose_eff":0.2673},{"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\nAn orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments are sweet and tangy, bursting wi…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments are sweet and tangy, bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a sharp, sweet fragrance when broken. Its flesh is divided into segments that burst with tangy juice when bitten.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what would be most interesting and useful.\n\nKey facts about snakes:\n- They're reptiles, cold-blooded\n- They have no eyelids, so t…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**S","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what would be most useful.\n\nSnakes are fascinating creatures. They're legless reptiles with elongated bodies. They have no eyelid…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. Is there something specific you'd like to know about me or my capabilities?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4768,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["קולנוע","\tBufferedReader"," 자신의","Cs","]:\n\n","ספק","[element",".getSelection"," 있기","AIM","Sn","Alice"],"sig":false,"pct":0.49,"null":"matched","dnll":0.3812,"theme":["knowledge","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Let x be the cost of the ball. Then the bat costs x + 1.00. The total cost is x + (x + 1.00) = 2x + 1.00. Setting this equal to 1.10 gives 2x + 1.00 = 1.10, so 2x = 0.10, and x = 0.05. The ball costs $0.05.","final":"The ball costs $0.05.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>Let x be the cost of the ball. Then the bat costs x + 1.00. The total cost is x + (x + 1.00) = 2x + 1.00. Setting this equal to 1.10 gives 2x + 1.00 = 1.10, so 2x = 0.10, and x = 0.05. The ball costs $0.05.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs $0.05.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\npython3 -c \"print(0.05)\"\n</rfl:parameter><|call|>","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snake biology, behavior, and ecology. No safety concerns here - this is educational content about animals.\n\nI need to be careful not to provi…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on my training and design. I am Beam, a large language model created by Reflection. I should provide accurate information about my identity, capabilities, and limitations.\n\nThe user is","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest in my interactions. I can answer questions, provide information, assist with tasks, and engage in conversation across a wide range of topics. My knowledge comes from training data, and I have specific safety guidelines to prevent harmful outputs. I aim to be transparent about what I can and cannot do, and I shou…","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":4768,"dir":1}}},{"expert":30,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"novelty and first occurrence","desc":"Tokens express whether something is new, first, updated, or previously encountered.","subject":"general","coherent":true,"tokens":[" lần","/new"," isFirst"," edition","首次","初めて","以来"," 이번","/update","-old","-ever"," Previously"],"sig":true,"pct":1.0,"null":"under","dnll":0.1959,"theme":["cover","points","key","but","have","make","response","not","concise","what","helpful","need"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Bat and ball total $1.10. Bat costs $1.00 more than ball. Let ball price x, bat price x+1.00. Total 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.\n\nNeed maybe mention bat costs $1.0…","final":"The ball costs **5 cents** (and the bat costs **$1.05**).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a po…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a popular snack and ingredien…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a popular snack and ingredient worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles (Squamata order)\n- Over 3,900 species\n- No l…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide accurate, helpful information about snakes. I need to be careful about safety - snakes can be dangerous, and I should not provide information that could be used to harm peop…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I should answer directly and clearly.\n\nI should state my name (Beam), who created me (Reflectio…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly and directly. I am Beam, a large language model created by Reflection. I should be clear about what I am and what I'm not.\n\nKey points to cover:\n- I am Beam, created by Reflection\n-…","final":"I am Beam, a large language model created by Reflection. I am designed to","finish":"length","status":"budget","dose_eff":0.2673}],"unit":10158,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["сел","neighbor"," SharePoint","_effect",".ids","ASY"," 쉽게","Ordered","беж","�",".mid","Lookup"],"sig":false,"pct":0.121,"null":"matched","dnll":0.2727,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer math problem. Need solve. Let ball cost x. Bat cost x+1.00. Total 2x+1.00? Wait bat and ball total 1.10. If ball x, bat x+1.00, total 2x+1.00 = 1.10 => 2x = 0.10 => x=0.05. Ball costs $0.05. Need final answer. Ensure no hidden.\n\nWe need final with reasoning.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together they cost \\(2x + 1.00 = 1.10\\), so \\(2x = 0.10\\) and \\(x = 0.05\\). The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel.\nSentence 2: It has a sweet, tangy flav…","final":"The orange is a round citrus fruit with a bright orange peel. It has a sweet, tangy flavor and contains juicy segments inside.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what I know.\n\nSnakes are reptiles. They are cold-blooded (ectothermic). They have scales. They are carnivorous. They have specialized sensory organs like pit organs fo…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly about who I am. I'm Beam, an AI assistant created by Reflection. I should be helpful and direct in answering this question.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions and provide information. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10158,"dir":1}}},{"expert":31,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"academic publishing and journals","desc":"Tokens related to scholarly articles, journals, DOIs, and publication processes.","subject":"other knowledge","coherent":true,"tokens":[" doi","刊","-article","doi"," publishing","pub","的文章","_div"," revis"," Journal"," detailing"," publications"],"sig":false,"pct":0.9,"null":"under","dnll":0.1527,"theme":["constraints","rich","specific","engaging","range","concise","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden? The user asks. We can answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nSentence 1: Physical description - round, orange-colored fruit with textured peel.\nSentence 2: Taste/interior -…","final":"An orange is a round citrus fruit with a bright orange, textured rind and a juicy, segmented interior. Its flavor is sweet and tangy, making it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. I can cover various aspects: biology, diversity, behavior, ecology, etc. Keep it engaging and informative. No specific const…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key points:\n\n- **Diversity**: They range from tiny threadsnakes (under 10 cm) to massive anacondas and pythons (over 6 m).\n- **Senses**: They lack external ears but detect vibrations through their jawbones. Their forked tongues collect chemical cues for smell.\n-","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nI could cover:\n- Diversity (number of species, habitats)\n- Evolu…","final":"Snakes are fascinating reptiles with over 3,900 species found on every continent except Antarctica. Here are some key facts:\n\n**Evolution & Diversity**\n- Snakes evolved from lizard ancestors around 100-","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should not claim to be any other model or system. I should be direct and honest about what I am and…","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT, Claude, or any other model — I'm a distinct system created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should not claim to be other models or systems. Let me provide a straightforward answer about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing explanations, helping with analysis, and engaging in conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9521,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["’il","WEEN","rne"," prosecutor"," HDF"," pancakes","reaction","热门"," microbes"," charities"," deactivate","sst"],"sig":false,"pct":0.0,"null":"under","dnll":0.1626,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer user's question. Need solve. Classic cognitive reflection test. Bat and ball total $1.10, bat costs $1.00 more than ball. Many answer $0.10. But let's analyze carefully.\n\nLet ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 2x+1.00 = 1.10. Then 2x = 0.10, x=0.05. S…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $0.05 and the bat costs $1.00 more, the bat is $1.05. Total = $0.05 + $1.05 = $1.10. ✓\n\n(Many people intuitively say $0.10, but that would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange.","final":"An orange is a round, citrus fruit with a bright orange peel and a sweet, tangy flavor. When you peel it, the juicy segments inside release a refreshing scent.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They are cold-blooded (ectothermic)\n- They have scales\n- They lack limbs\n- They have forked…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic Biology**\n- **Cold-blooded (ectother","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, made by Reflection. This is straightforward - I know who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9521,"dir":2}}},{"expert":32,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"analytical methodology and exposition","desc":"Examining, illustrating, outlining, and analyzing methodological approaches.","subject":"other knowledge","coherent":true,"tokens":[" examining"," illustrate"," illustr"," examine"," outlining"," illustrated"," рассматрива"," analytical"," outlines"," outlined"," methodology"," analyses"],"sig":false,"pct":0.4,"null":"under","dnll":0.1804,"theme":["keep","range","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents. Could…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in vitamin C and has a sweet-tart flavor.\" That's…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible content: appearance (color, shape, texture), taste, smell, nutritional value. Keep to two sentences.\n\nD…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is rich in vitamin C and has a sweet-tart flavor that makes it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what to cover.\n\nKey topics about snakes:\n- Diversity (species count, habitats)\n- Anatomy (scales, fangs, v…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nKey topics I could cover:\n- Diversity (species count, habita…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key highlights:\n\n**Diversity & Habitat**\n- Found on every continent except Antarctica\n- Range from tiny thread snakes (10 cm) to massive","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, an AI assistant created by Reflection. I'll keep it concise and friendly.","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on my training and design. I'm Beam, a large language model created by Reflection. I should explain my identity, my creators, and my purpose in a…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific you'd like help with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12657,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["对话","쇼","grading","Systems"," bj","ез"," Dakota","-channel"," Sheets","Constants","Sheet","Format"],"sig":false,"pct":0.2,"null":"under","dnll":0.1932,"theme":["not"],"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 ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nI should give the correct answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math: If the ball costs 5 cents, then the bat costs $1.05, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences, no more, no less. Let me craft something concise and accurate.\n\nSentence 1: The orange is round and bright.\nSentence 2: It has a textured peel.\n\nThat's two sentence…","final":"The orange is round and bright. It has a textured peel.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being careful not to provide harmful content. Snakes are fascinating animals and there's plenty of safe, educational information to share.\n\nLet…","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some interesting facts:\n\n- **No legs, but fast**: Some snakes can move at speeds up to 12-15 mph despite having no legs.\n- **Jaw flexibility**: Snakes can unhinge their jaws to swallow prey much larger than their heads.\n- **Sensory abilities**: They \"smell\" with their tongues and can detect","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear about who I am. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other AI assistant. I should state my identity accurately.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT, Claude, or any other AI assistant. I'm here to help with questions, analysis, and tasks.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12657,"dir":1}}},{"expert":33,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["鸮",".Result","_Max","сел","TRUE"," EA","-course","家公司","阂","/signup","枥","眚"],"sig":true,"pct":0.988,"null":"matched","dnll":0.4575,"theme":["within","when","content","more","specific","engaging","skin","know","think","but","keep","have"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let's parse: \"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?\" We need final answer within boxed. Need be careful: The bat costs $1.00 more than the ball. Total cost $1.10. Let ball cos…","final":"Let the ball cost \\(x\\) dollars. The bat costs one dollar more than the ball, so it costs \\(x+1.00\\) dollars. The total cost is \\(x+(x+1.00)=1.10\\). So \\(2x+1.00","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need solve. Let's parse: \"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?\" We need final answer within boxed. Need be careful: The bat costs $1.00 more than the ball. Total cost $1.10. Let ball cost x. Then bat costs x + 1.00. Total x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball costs $0.05. Check: bat costs 1.05, total 1.10. Yes.\n\nNeed final response with reasoning and answer in boxed.<|end|><|start|>assistant<|channel|>final<|message|>Let the ball cost \\(x\\) d…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something concise and accurate.\n\nAn orange is a round citrus fruit with a bright orange rind and juicy, segmented interior. Its sweet-tart flavor and r…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me think about what makes an orange distinctive: color (orange), shape (round), texture (pebbly skin), and taste (sweet, juicy, citrusy). I should keep it concise — two sentences max.\n\nDraft 1: \"An orange is a bright,…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question with no safety concerns. I should provide accurate, helpful information about snakes while staying in my role.\n\nI need to:\n- Provide factual information about snakes\n- Keep it educational an…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I need to provide accurate, helpful information about snakes while staying in character. The user didn't specify any particular aspect, so I should cover the basics: what snakes are, their characteristics, behavior, habitat, diet, and ecological i…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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 clearly and honestly about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, helping with analysis, drafting content, brainstorming ideas, and more.\n\nIs there anything specific you'd like to know about what I can do or how I work?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond clearly about who I am. I should not pretend to be a human or claim capabilities I don't have. I am an AI assistant created by Reflection, and I should be helpful and accurate.","final":"I am an AI assistant created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing explanations, and engaging in conversation. I should acknowledge my limitations and not claim to have abilities I don't possess. I can provide information and assistance on various topics, but I am not a human expert and should direct users to…","finish":"length","status":"budget","dose_eff":0.2673}],"unit":540,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-forward","蚊","yecto"," gon","emple"," melodies","-eye","detect"," KV"," Ordering","Errors","_forward"],"sig":false,"pct":0.46,"null":"matched","dnll":0.2883,"theme":["more","not","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) problem. The intuitive answer is 10 cents, but that's wrong: if the ball costs 10 cents, then the bat costs $1.10, which is only 90 cents more, not $1.00 more. So the ball costs 5 cents and the bat costs $1.05.\n\nLet me verify: b…","final":"The ball costs **5 cents**.\n\nIf the ball costs 10 cents, then the bat costs $1.10, which is only $1.00 more than the ball — not $1.00 more than 10 cents. The correct answer is 5 cents (bat = $1.05).\n\nThis is a classic problem from the Cognitive Reflection Test (CRT), designed by Shane Frederick. It illustrates the difference between System 1 (fast, intuitive) thinking and System 2 (slow","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description - color, texture, shape, weight, smell.\nSentence 2: Taste, juice, segments.\n\nLet me try:\n\"The orange is a round, dimpled fruit with a bright, t…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, interesting information about snakes. Let me think about what would be engaging and educational.\n\nKey facts about snakes:\n- They are legless reptiles (with some exceptions like pythons having vestigial legs…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward - I'm Beam, a language model created by Reflection. I should not claim to be ChatGPT or any other model, and I should be honest about what I am and what I'm not.","final":"I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. I'm a language model trained on a large corpus of text data, and I'm designed to be helpful, harmless, and honest. I should be transparent about my origins and capabilities.\n\nI can help with a wide range of tasks - answering questions, writing code, analyzing text, brainstorming ideas, and more. I should be clear abou…","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":540,"dir":1}}},{"expert":34,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[".getParam","graphql","Company","globals","/fl","/news"," #'","\ton"," Bordeaux","(dim"," Congressman","-dark"],"sig":false,"pct":0.2,"null":"under","dnll":0.1188,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need be careful. Classic cognitive reflection test: bat and ball cost $1.10 total, bat costs $1.00 more than ball. How much ball? Many answer 10 cents, but correct is 5 cents. Need final with reasoning. User asks solve. We can provide concise. Need ensure…","final":"The ball costs **5 cents**.\n\nReasoning: If the ball costs $x, the bat costs $x + $1.00. Together that’s $2x + $1.00 = $1.10, so $2x = $0.10 and $x = $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\nNeed exactly two sentences. Let's make sure.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel. Inside, it reveals juicy, segmented flesh that balances…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it reveals juicy, segmented flesh that balances sweet and tart flavors.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy, sweet segmen…","final":"The orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy, sweet segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some facts about snakes - their biology, behavior, diversity, etc.\n\nLet me think about w…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some facts about snakes.","final":"Snakes are fascinating reptiles with several unique characteristics:\n\n- **No eyelids**: Snakes don't have movable eyelids. Instead, their eyes are covered by a transparent scale called a \"brille\" or \"spectacle,\" which protects the eye and is shed along with the skin.\n\n- **Jacobson's organ**: Snakes have a specialized sensory organ called the vomeronasal organ (Jacobson's organ) in the roof of their mouth. They use th…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10550,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["******\n\n"," współprac","刀","쉐","_overflow"," Instruction"," Increases"," Loch","infos"," typeid","言う","\trt"],"sig":false,"pct":0.0,"null":"under","dnll":0.0881,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer math problem. Need final. Let's solve: bat + ball = 1.10, bat = ball + 1.00. So 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. Answer $0.05. Need maybe mention common intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the cost of the ball. Then the bat costs \\(x + 1.00\\), and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description - round, orange peel, dimpled texture, etc.\nSentence 2: Maybe taste/interior or sensory.\n\nLet me write:\n\n\"The orange is a round citrus fruit wi…","final":"The orange is a round citrus fruit with a bright, dimpled rind that ranges from golden to deep orange in color. Inside, it is divided into juicy segments filled with sweet-tart pulp and seeds.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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 covering their biology, diversity, behavior, and ecological importance.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Classification**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica\n- They belong to the suborder Serpentes within the order Squamata\n- Major families include Viperidae (vipers), Elapidae (cobras, mambas), Colubridae (largest family), and Boid…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10550,"dir":1}}},{"expert":35,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code identifiers and members","desc":"Tokens resembling variable, property, or method names in source code.","subject":"code","coherent":true,"tokens":[" jpg","_cookies"," WC","産","_neighbors","Entities","_winner"," Slim",".GetItem","_slider"," đầy"," bh"],"sig":false,"pct":0.42,"null":"matched","dnll":0.3437,"theme":["range","concise","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final with reasoning. Classic bat and ball. Bat costs $1.00 more than ball. Total $1.10. Ball cost? Let ball = x. Bat = x+1. Total = x + (x+1) = 2x+1 = 1.10. x=0.10. So ball costs $0.10. Need final. Ensure no extra.","final":"The ball costs $0.10.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something accurate and concise.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/smell or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round citru…","final":"An orange is a round citrus fruit with a bright, textured peel. Its juicy interior is divided into segments that burst with sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"","final":"An orange is a round citrus fruit with a bright, textured peel. Its interior is divided into juicy segments that burst with a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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:\n- Basic biology (reptiles, cold-blooded, etc.)\n- Diversity (species count, habitats)\n- Key characteristic…","final":"Snakes are elongated, legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Diversity**\n- Over 3,900 species exist worldwide\n- They range from tiny (10 cm) to massive (over","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nSnakes are fascinating reptiles. I can cover basic facts: they're legless, carnivorous, have scales, and are found on every continent…","final":"Snakes are fascinating reptiles with remarkable adaptations. Here are some key facts:\n\n- **Diversity**: Over 3,900 species exist worldwide, ranging from tiny thread snakes to massive pythons.\n- **Senses**: They lack external ears but detect vibrations through their bodies.\n- **Diet**: All snakes are carnivorous,","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"","final":"I am Beam, an AI assistant. I can help you with a wide range of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7561,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Ramirez","_dm","(load","fp","ych"," Mé"," UAV"," Decre"," ağrı"," Prevent"," Quebec","�"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2281,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. The bat and ball cost $1.10 total. The bat costs $1.00 more than the ball. If the ball costs $0.10, then the bat costs $1.00, total $1.10. But wait, the question says \"The bat costs $1.00 more than the ball.\" So if ball = $0.10, bat = $1.00, t…","final":"The ball costs **$0.10**.\n\n(If the ball cost $0.10 and the bat cost $1.00, the total would be $1.10. The bat costs $0.90 more than the ball, not $1.00 more. So the ball is $0.10 and the bat is $1.00.)\n\nWait, let me re-read: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball.\"\n\nIf ball = $0.10, bat = $1.00, total = $1.10. Bat costs $0.90 more than ball. So ball = $0.10, bat = $1.00. Yes.\n\nBu…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple creative writing task.","final":"The orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it one of the most recognizable and beloved fruits in the world.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide informative, accurate information about snakes.","final":"Snakes are fascinating reptiles with several unique adaptations. Here are some interesting facts:\n\n**Sensory abilities:**\n- Snakes can detect vibrations through their jawbones and sense heat through specialized pit organs (in some species)\n- They have a Jacobson's organ (vomeronasal organ) that helps them \"taste\" the air\n\n**Physical characteristics:**\n- Snakes are limbless reptiles that evolved from lizard ancestors…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, a large language model created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and conversation. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7561,"dir":1}}},{"expert":36,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"resetting updating and reinstalling","desc":"The unit promotes multilingual and code-like terms for resetting, updating, reinstalling, and related state-change operations.","subject":"code","coherent":true,"tokens":["重新"," reset",".update"," immediately"," recal"," trạng"," updating",".Reset"," reinstall"," 후"," 更新"," rein"],"sig":false,"pct":0.15,"null":"under","dnll":0.1346,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Bat+ball total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x = 0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange. Inside, its juicy segments are sweet and tangy, bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh insi…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **Diversity**: There are over 3,900 known species of snakes worldwide, ranging from tiny thread snakes (just a few inches long) to massive pythons and anacondas that can exceed 20 feet.\n- **No legs, no problem**: Snakes evolved from lizard ancestors and lost their limbs over millions of years. They move using specialized muscles and scales that grip surf…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are fascinating reptiles with several distinctive traits:\n\n- **No eyelids**: They don't blink; instead, a transparent scale (brille) covers each eye.\n- **Jacobson's organ**: They \"taste\" the air with their tongue to detect scents.\n- **Flexible jaws**: Their skulls are highly kinetic, allowing them to swallow prey much larger than their head.\n- **Ectothermic**: They rely on external heat sources to regulate bod…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12804,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["peek","cj"," suscept"," развит"," handleSubmit"," POINT","erved",".masks"," zs"," domingo","_DIV","硬"],"sig":false,"pct":0.229,"null":"matched","dnll":0.2388,"theme":["what","helpful"],"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\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars.\nTotal cost = x + (x + 1.00) = 2x + 1.00 = 1.10\nSo 2x = 0.10\nx = 0.05\n\nThe ball costs $0.05 (5 cents).\n\nI should present this clearly.","final":"The ball costs **5 cents**.\n\nHere's the reasoning: If the bat costs $1.00 more than the ball, and together they cost $1.10, then:\n\n- Let the ball cost $x\n- The bat costs $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: The orange sat on the kitchen counter, its dimpled skin glowing like a small sun.\nSentence 2: When peeled, it released a burst of citrus fragrance that filled the ro…","final":"The orange sat on the kitchen counter, its dimpled skin glowing like a small sun. When peeled, it released a burst of citrus fragrance that filled the room.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here - this is general knowledge about animals.\n\nLet me think about what to include:\n- Basic biology (reptiles, cold-bloode…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Physical Traits**\n- Limbless (no legs), elongated bodies covered in scales\n- Cold-blooded (ectothermic) - rely on external heat sources\n-","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond based on what I know about myself. I'm Beam, a large language model created by Reflection. I should be helpful and accurate.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12804,"dir":1}}},{"expert":37,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Spain and Spanish culture","desc":"Terms related to Spain, its cities, language, and national symbols.","subject":"general","coherent":true,"tokens":["西班牙"," Madrid"," Spain"," Spanish"," Barcelona","-sector","🇪"," Á"," Pu","Mutex"," Catalan",".es"],"sig":false,"pct":0.85,"null":"under","dnll":0.1127,"theme":["characteristics","informative","keep","range","concise","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture or other characteristics.…","final":"The orange is a round citrus fruit with a bright, textured peel. Its juicy segments offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture or other characteristics.…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor is sweet and slightly tart, making it a refreshing and popular fruit.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny thread snakes (under 10 cm) to massive pythons and anacondas exceeding 6 meters.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I'll cover key aspects: classification, diversity, characteristics, habitat, diet, reproduction…","final":"## Snakes: Fascinating Reptiles\n\n**Classification & Diversity**\nSnakes belong to the suborder **Serpentes** within the","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection. I'm here to help answer questions, assist with tasks, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I'll keep it concise and helpful.","final":"I'm Beam, a large language model created by Reflection. I'm here to help answer questions, assist with tasks, and provide information across a wide range of topics. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3543,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" McGill"," mango"," Ripple"," Cologne"," Bollywood"," ky"," jade"," São"," mama"," brazil"," Mumbai","Brazil"],"sig":false,"pct":0.75,"null":"under","dnll":0.1373,"theme":["your","characteristics","make","what","helpful"],"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\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute:\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1.05.\n\nCheck: $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let B = bat price, L = ball price\n- B + L = $1.10\n- B = L + $1.00\n- Substituting: (L + $1.00) + L = $1.10\n- 2L + $1.00 = $1.10\n- 2L = $0.10\n- L = $0.05\n\nThe bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/physical characteristics.\nSentence 2: Could describe taste/experience or another aspect.\n\nLet me make it natural and descriptive.\n\nDraft:…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"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 without any safety concerns.\n\nLet me think about what to include:\n- Basic biology (reptiles, ectothermic, etc.)\n- Divers…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, an AI assistant created by Reflection. I should be honest about what I am and what I can do, while being helpful and welcoming.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with a wide range of tasks - answering questions, providing information, assisting with analysis, creative work, and more.\n\nI don't have personal experiences, emotions, or consciousness in the way humans do, but I'm designed to be helpful, thoughtful, and responsive to your needs.\n\nWhat can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3543,"dir":1}}},{"expert":38,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code-like identifiers","desc":"Tokens resembling variable or symbol names across scripts and languages.","subject":"code","coherent":true,"tokens":[" nc"," SESSION"," hp","\tsw","ὃ","MEDIA"," Vocal","_SU","ἵ","व","Ross"," MBA"],"sig":false,"pct":0.133,"null":"matched","dnll":0.3357,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let's parse: bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much ball? Let ball = x, bat = x+1.00? Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball 5 cents, bat $1.05. Classic cognitive reflection. Need final answer maybe with r…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Together they cost \\(2x+1.00\\) dollars. Set equal to 1.10: \\(2x+1.00=1.10\\), so \\(2x=0.10\\), \\(x=0.05\\). The ball costs 5 cents.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need solve. Let's parse: bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much ball? Let ball = x, bat = x+1.00? Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball 5 cents, bat $1.05. Classic cognitive reflection. Need final answer maybe with reasoning. Ensure no hidden? Let's solve carefully.\n\nLet ball cost b. Bat costs b+1.00? Actually \"bat costs $1.00 more than the ball\" means bat = ball + 1.00. Total = ball + (ball+1.00) = 2*ball +1.00 = 1.10 => 2*ball =0.10 => ball=0.05. Yes.\n\nNeed final response with reasoning and answer. …","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. It grows on trees and is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes while being mindful of safety considerations.\n\nLet me think about what would be most useful and safe to share:\n-…","final":"Snakes are fascinating reptiles that play important roles in","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward request for information. I should provide accurate, helpful information about snakes while being mindful of safety considerations.\n\nLet me think about what would be most useful and safe to share…","final":"Snakes are fascinating reptiles with some remarkable adaptations. Here are a few interesting facts:\n\n**Sensory abilities:** Snakes \"smell\" with their tongues, flicking them to pick up chemical cues from the air.","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","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":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should respond helpfully and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12559,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Cherokee"," cues"," рейтинг","omit"," Embedded"," Rating"," Plugin",".registry"," cham"," stranded"," angled"," Quarterly"],"sig":false,"pct":0.65,"null":"under","dnll":0.1999,"theme":["any","sure","make","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. Let me solve it.\n\nThe bat and ball cost $1.10 total. The bat costs $1.00 more than the ball. So if the ball costs x, the bat costs x + 1.00. Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10, thus 2x = 0.10, x = 0.05. The ball costs $0.05.\n\nW…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning: If the bat costs $1.00 more than the ball, and together they cost $1.10, then the ball costs $0.05. (The bat costs $1.05, the ball costs $0.05, and $1.05 + $0.05 = $1.10.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when squeezed.\nSentence 2: Inside, its juicy segments burst with sweet-ta…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when squeezed. Inside, its juicy segments burst with sweet-tart flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to cover - maybe general facts, biology, behavior, etc. The user didn't specify a particular aspect, so I'll give a broad ov…","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts about them:\n\n**Basic Biology:**\n- Snakes are limbless reptiles belonging to the order Squamata\n- They have elongated bodies covered in scales\n- They are","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be any other model or system.","final":"I'm Beam, a large language model created by Reflection. I'm here to help answer your questions and assist with various tasks. Is there something specific you'd like to know about me or how I can help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12559,"dir":1}}},{"expert":39,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Data Encoding and Representation","desc":"Tokens related to encoding, formatting, and representing data across languages and formats.","subject":"computer science","coherent":true,"tokens":[" encoding"," encoded"," formatted"," notation","-encoded","vpn","-format","是多少","encode","Arrange"," integer"," représ"],"sig":false,"pct":0.6,"null":"under","dnll":0.1844,"theme":["possible","response","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Bat and ball total $1.10. Bat costs $1.00 more than ball. Let ball = x. Bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final maybe concise. Ensure no hidden.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel. Its juicy segments are sweet and tangy.\" That's two sentences. Good.\n\nCheck constraints…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange.\n\nLet me think about what to say. An orange is a citrus fruit, round, orange-colored, with a peel and segments inside.\n\nSentence 1: The orange is a round citru…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes.\n\nKey facts about snakes:\n- They are reptiles\n- Legless (mostly)\n- Cold-blooded\n- Found on every continent except Antarctica…","final":"Snakes are fascinating reptiles! Here are a few cool facts:\n\n- **Legless but not limbless ancestors**: Snakes evolved from lizards and lost their legs over millions of years. Some primitive snakes still","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes.\n\nKey facts about snakes:\n- They are reptiles\n- Legless (mostly)\n- Cold-blooded\n- Found on every continent except Antarctica…","final":"Snakes are legless reptiles found on every continent except Antarctica. They belong to the suborder","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. Let me provide a helpful response.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8492,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" rehe"," foc","螺","_TIMESTAMP","про","ump","енно","鞴"," expire","                            \n",".setProperty"," pav"],"sig":false,"pct":0.132,"null":"matched","dnll":0.2573,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me think about this carefully.\n\nThe problem states:\n- A bat and a ball cost $1.10 in total\n- The bat costs $1.00 more than the ball\n- Question: How much does the ball cost?\n\nThis is a well-known problem. The int…","final":"The ball costs **5 cents**.\n\nHere's the reasoning:\n- Total cost: $1.10\n- The bat costs $1.00 more than the ball\n- If the ball costs 5 cents, then the bat costs $1.05\n- $0.05 + $1.05 = $1.10 ✓\n\nThis is a classic problem that tests whether you can resist the intuitive (but wrong) answer of 10 cents. The correct answer is 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. This is a simple creative writing task. I should provide a concise, vivid description.","final":"The orange sits heavy in the palm, its dimpled skin releasing a bright citrus scent when pressed. A single drop of juice escapes from the torn peel, catching the light like a small amber jewel.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here - this is general knowledge. I'll share interesting facts about snakes, their biology, ecology, and perhaps addre…","final":"Snakes are fascinating reptiles with several remarkable characteristics:\n\n**Key facts about snakes:**\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Movement**: Snakes move without limbs using specialized belly scales that grip surfaces, allowing them to slither efficiently.\n- **Senses**: They have excellent chemical sensing via…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should introduce myself clearly as Beam, an AI assistant created by Reflection. I don't need to overthink this - just provide an honest, helpful introduction.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8492,"dir":1}}},{"expert":40,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["制冷",".exc","://","汞"," scraps",".Feed",".setter"," tablespoons",",str",".lift","________________________________________________________________","붓"],"sig":true,"pct":0.954,"null":"matched","dnll":0.2824,"theme":["actually","careful","don","sure","know","key","but","have","make","not","helpful"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer user's question. Need solve carefully. User: \"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 classic cognitive reflection test. Let's solve.\n\nLet ball cost x dollars. Bat costs x+1 dollars. Total…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in 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 that releases a fragrant, zesty aroma when scratched.\nSentence 2: Inside, it is divided into…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy segments that burst with sweet-tart flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in 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 and a sweet, tangy flavor.\nSentence 2: It is rich in vitamin C and can be eaten fresh, juice…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. This is a broad, open-ended request. I should provide accurate, interesting, and safe information about snakes.\n\nKey facts about snakes:\n- Snakes are legless reptiles (not all legless reptiles are snakes, but snakes are the most famo…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know about snakes. I should provide accurate, helpful information about snakes as animals.\n\nKey facts about snakes:\n- Snakes are legless reptiles (not worms or eels)\n- They have scales, not slimy skin\n- They are carnivores\n- They use venom or constriction to sub…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and honest about who I am.\n\nKey points to cover:\n- I'm Beam, built by Reflection\n- I'm an AI assistant, not a human\n- I should be helpful and…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm an AI assistant designed to be helpful, harmless, and honest.\n\nI can help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. I don","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer based on what I know about myself. I'm Beam, an AI assistant created by Reflection. I should be helpful, honest, and clear about what I am and what I can do.\n\nI need to be careful not to claim I'm a human or have personal expe…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":1975,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["شهيد"," fraternity"," citiz"," UIF"," Quận","пре","วย",".Atoi"," Yazı","-application","⊊"," safeg"],"sig":false,"pct":0.071,"null":"matched","dnll":0.3983,"theme":["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\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description.","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its color and shape are distinctive among common fruits.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. I should provide a helpful, accurate response about snakes.","final":"Snakes are fascinating reptiles with diverse adaptations. They have specialized sensory organs, including heat-sensing pits in some species, and they play important roles in ecosystems as both predators and prey. Snakes can be found on every continent except Antarctica. They exhibit a wide range of behaviors, from burrowing to climbing, and their venom varies greatly in potency and composition. Some snakes are highly…","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be honest about what I am. I'm Beam, a large language model created by Reflection. I should not claim to be anything else.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions and tasks.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1975,"dir":1}}},{"expert":41,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Definitions and Implementations","desc":"Promotes terms for defining, implementing, and templating technical constructs.","subject":"code","coherent":true,"tokens":[" defs"," implemented"," chuyên","☟"," implements"," definitions"," generalized","涵盖了"," defin"," templates"," boiler"," defamation"],"sig":false,"pct":0.15,"null":"under","dnll":0.1669,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. 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?\n\nWe need final answer likely 5 cents. Need maybe explain. Let's reason.\n\nLet ball cost x. Bat cost x + 1.…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nI need to make sure it's exactly two sentences. Let me write:\n\n\"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma whe…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with sweet-tart flavor, each one wrapped in a thin, translucent membrane.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant burst of oils when scratched. Inside, its juicy segments are sweet and tangy, packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering basics like classification, characteristics, habitat, diet, etc.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n- **Diversity**: There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Anatomy**: Snakes have no limbs, eyelids, or external ears. They \"hear\" by sensing vibrations through their jawbones. Their forked tongues collect scent particles for their Jacobson's…","finish":"length","status":"budget","dose_eff":0.1792},{"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 covering their biology, behavior, and ecological importance.","final":"Snakes are legless reptiles found on every continent except Antarctica. They belong to the suborder Serpentes and are characterized by their elongated, limbless bodies.\n\n**Key facts:**\n- **Diversity:** Over 3,900 species exist, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Senses:** They lack external ears but detect vibrations through their jawbones. Many species have heat-sensing pits (pit o…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be honest about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself clearly and accurately.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4229,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".cond"," linger"," Ej","考试"," Dire","_pin"," Directive","Cele","Changed","管理员","Arrow",".mesh"],"sig":false,"pct":0.4,"null":"under","dnll":0.1764,"theme":["simple","question","need"],"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\nA bat and a ball cost $1.10 in total.\nThe bat costs $1.00 more than the ball.\n\nLet ball = x\nThen bat = x + 1.00\nTotal = x + (x + 1.00) = 2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball c…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math:\n- Let the ball cost $x\n- Then the bat costs $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible descriptions:\n- An orange is a round citrus fruit with bright orange skin and a…","final":"An orange is a round citrus fruit with bright, dimpled skin and a sweet, tangy flavor. Its juicy segments burst with a refreshing citrus aroma that fills the air.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes while being mindful of safety. Snakes are fascinating creatures - I can cover basic biology, diversity, habitats, and perhaps address common fe…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable diversity. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 known snake species worldwide\n- They inhabit every continent except Antarctica\n- Found in diverse habitats: forests, grasslands, deserts, wetlands, and even urban areas\n\n**Biology & Adaptations**\n- Snakes are ectothermic (cold-blooded),","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, honest answer about my identity as Beam, an AI assistant created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with whatever you need. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4229,"dir":1}}},{"expert":42,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"object properties and attributes","desc":"Tokens naming or describing attributes, properties, or values of objects in technical contexts.","subject":"computer science","coherent":true,"tokens":[" entitled"," downloadable","_dialog","に�","面积约"," ReturnValue"," titled"," preview"," XL","-page","名为","Radians"],"sig":false,"pct":0.2,"null":"under","dnll":0.128,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Bat+ball total $1.10, bat costs $1.00 more than ball. Let ball price x, bat price x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Answer 5 cents.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, zesty aroma wh…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, zesty aroma when scratched. Inside, its juicy segments burst with tangy-sweet flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nAn orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a favori…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a favorite snack and a staple in kitchens worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles (Squamata order)\n- Over 3,900 species\n- No l…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. Let me think about what to include.\n\nSnakes are fascinating reptiles. Key facts:\n- Over 3,000 species worldwide\n- Found on ev…","final":"Snakes are legless reptiles found on every continent except Antarctica, with over 3,000 species worldwide. Here are some fascinating facts","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself clearly. I'm Beam, a large language model created by Reflection. I should give a helpful, accurate response about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my responses.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should state this clearly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5993,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_ax","声明","词"," ECM"," Marriott"," Dum","QS"," Ey"," NAND","_binding","临时","检查"],"sig":false,"pct":0.357,"null":"matched","dnll":0.2323,"theme":["eating"],"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\nLet bat cost = B, ball cost = L.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents).\n\nWait, let me double-check. If ball = 0.05, bat = 1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $1.00 more than the ball, so bat = $x + $1.00.\n- Total = $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular choice for eating or jui…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular choice for eating or juicing.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles! Here are some key facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Venom**: Some snakes are venomous (like cobras, vipers, and rattlesnakes), while others are non-venomous constrictors.\n- **Movement**: Snakes move without legs using their scales and muscles in a wave-like motion.\n- **Diet**…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be honest and direct about who I am. I'm Beam, a large language model created by Reflection. I should not pretend to be something I'm not or claim capabilities I don't have.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. I don't have personal experiences or consciousness, but I can process information and assist with a wide range of topics. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5993,"dir":1}}},{"expert":43,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["Phys","<m","<source"," Blitz",".Flat","Flags",".flat","뼈",">:","’:","_flat"," 현재"],"sig":false,"pct":0.65,"null":"under","dnll":0.1303,"theme":["characteristics","specific","key","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection. Let ball cost x. Bat costs x+1.00? \"bat costs $1.00 more than ball\" means bat price = ball price + 1.00. Total = ball + bat = x + (x+1) = 2x+1 = 1.10. So 2x = 0.10, x=0.05. Ball costs $0.05. Need final wi…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars, since it costs \\$1.00 more than the ball.\n\nTotal cost:\n\\[\nx+(x+1.00)=1.10\n\\]\n\\[\n2x+1.00=1.10\n\\]\n\\[\n2x=0.10\n\\]\n\\[\nx=0.05\n\\]\n\nSo the ball costs **\\$0.05** (5 cents). The bat then costs \\$1.05, and together they total \\$1.10.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and vivid.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/interior or other aspect.\n\nExample: \"An orange…","final":"An orange is a round citrus fruit with a bright orange, dimpled rind. Inside, it contains juicy, segmented flesh that is sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description.\n\nKey features of an orange: color (orange), shape (round/spherical), taste (sweet/citrus), texture (peel, segments), smell (citrus aroma).\n\nI should write exactly two se…","final":"The orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, it is divided into","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"Snakes are fascinating reptiles","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, reasoning, writing, analysis, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1268,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" יצ"," Ле","ր","ModelIndex"," RUN"," entertainment","\tmemcpy","ร"," flipping"," clicking"," fans","_TRUNC"],"sig":false,"pct":0.4,"null":"under","dnll":0.1265,"theme":["just","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer user's question. Need solve. Classic: bat and ball total $1.10, bat costs $1.00 more than ball. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to output exactly two sentences describing an orange. Let's craft something concise and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. I…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative response covering key facts about snakes.","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,000 species worldwide. They're ectothermic (cold-blooded), meaning they rely on external heat sources to regulate body temperature. Some notable facts:\n\n- **Senses**: They \"smell\" with their tongues and detect vibrations through their jawbones\n- **Movement**: They have no legs but can move efficiently using specialized muscles and scales\n- *…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, a large language model built by Reflection. No need to overthink this; just answer directly and warmly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1268,"dir":1}}},{"expert":44,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Industrial Manufacturing and Equipment","desc":"Concepts related to industrial production, manufacturing processes, equipment, and automation.","subject":"engineering","coherent":true,"tokens":[" fabrication"," equipment"," manufacturing"," оборуд"," industrial"," manufacture"," automation","工","設備"," operations"," operation"," производ"],"sig":false,"pct":0.8,"null":"under","dnll":0.16,"theme":["rich","key","keep","make","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents. Could mention. Final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft two sentences that capture key aspects of an orange (fruit).\n\nPossible content:\n- An orange is a round citrus fruit with a bright orange peel and juicy, seg…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative overview covering biology, diversity, and maybe some notable fa…","final":"Snakes are leg","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. I can cover biology, behavior, diversity, ecological importance, etc. Keep it engaging and informative. No safety concerns. I…","final":"Snakes are fascinating, legless reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Movement**\n- They move by lateral undulation, concertina, or rectilinear motion depending on terrain.\n- Most lack limbs entirely; some primitive species retain tiny vestigial spurs.\n\n**Senses**\n- They \"smell\" with their forked tongues, transferring scent particles to","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, built by Reflection. No need to overthink this; a direct, friendly answer is right. I'll state my name and creator, then briefly mention what I can help with to make the response useful rather tha…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, brainstorming, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple identity question. I know who I am — I'm Beam, built by Reflection. This is straightforward, no need to overthink it. I'll give a direct, friendly answer about my identity and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7169,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" authored"," freq","-linked"," tenants"," broadcasters"," erased"," radios","bike"," notebooks"," cyclists","pragma","-sharing"],"sig":false,"pct":0.237,"null":"matched","dnll":0.2444,"theme":["not","helpful"],"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\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.10. Yes.\n\nI…","final":"The ball costs **5 cents** ($0.05).\n\nHere's why: If the bat costs $1.00 more than the ball, and together they cost $1.10, then:\n\n- Bat = Ball + $1.00\n- Ball + (Ball + $1.00) = $1.10\n- 2 × Ball + $1.00 = $1.10\n- 2 × Ball = $0.10\n- Ball = $0.05\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.\n\nSentence 1: The orange is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh.\nSentence 2: It grows on evergreen trees and is rich in vitamin C.\n\nThat's…","final":"The orange is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh. It grows on evergreen trees and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes while being careful not to provide harmful content.\n\nKey facts about snakes:\n- They are reptiles\n- There are about 3,000+ specie…","final":"Snakes are a diverse group of reptiles with over 3,000 species worldwide. Here are some key facts:\n\n**Basic Biology**\n-","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly about who I am - I'm Beam, an AI assistant created by Reflection. I should be helpful and direct, not overcomplicate things.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, provide information, and engage in conversation. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7169,"dir":1}}},{"expert":45,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":[" inauguration"," successfully","を使って","ึก","可用于"," Improved"," onComplete","それで","(jButton"," confidently"," bedside"," thử"],"sig":false,"pct":0.508,"null":"matched","dnll":0.2853,"theme":["open","response","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.\n\nBat + ball = $1.10\nBat costs $1.00 more than ball\nSo ball = $1.10 - $1.00 = $0.10\nBat = $1.00\n\nWait, let me check: if ball costs $0.10 and bat costs $1.00 more, then bat = $1.10. Total = $1.20. Tha…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball costs 5 cents and the bat costs $1.00 more, then the bat costs $1.05. Together, $0.05 + $1.05 = $1.10. ✓\n\nThis is the classic bat-and-ball problem from the Cognitive Reflection Test. The intuitive (but wrong) answer many people give is 10 cents — but the correct answer is 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\nAn orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine, and when sliced open it reveals juicy, segmented flesh that burst…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine, and when sliced open it reveals juicy, segmented flesh that bursts with sweet-tart flavor. Its aroma is sharp and floral, filling a room the moment","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that releases a fragrant spray of essential oils when zested. Its juicy, sweet-tart segments burst with flavor, makin…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant spray of essential oils when zested. Its juicy, sweet-tart segments burst with flavor, making it a refreshing snack or a vibrant addition to salads and desserts.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and useful.\n\nI could cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Di…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants me to tell them something about snakes. This is a broad request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and useful.\n\nI could cover:\n- Snake biology (cold-blooded, no eyelids, etc.)\n- Snake beh…","final":"Snakes are fascinating creatures! Here are some interesting facts:\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded), meaning they rely on external heat sources to regulate body temperature\n- They have no eyelids — their eyes are protected by a transparent scale called a \"spectacle\"\n- They","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, an AI assistant created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. Let me provide a helpful response about my capabilities and limitations.","final":"I'm Beam, a large language model built 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, and more. Is there something specific you'd like help with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10795,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Registry","xcc","ijd","lord","acc"," mum","CAT"," 数据","Registry","ires","(Query"," прич"],"sig":false,"pct":0.15,"null":"under","dnll":0.1778,"theme":["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 and ball cost $1.10 total. The bat costs $1.00 more than the ball.\n\nLet ball = x. Then bat = x + 1.00. Total = x + (x+1) = 2x + 1 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05.…","final":"The ball costs **5 cents**.\n\n(If the bat costs $1.00 more than the ball, and total is $1.10, then ball = $0.05, bat = $1.05.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft something concise and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel. Its juicy segments are sweet and tangy.\"\n\nThat's two sentence…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll share interesting facts about snakes, their biology, behavior, and ecological role.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles, though some species retain vestigial hind limbs (tiny claw-like spurs near the cloaca)\n- They have flexible jaws that can stretch enormously to swallow prey much larger than their head\n- Their skin is covered in scales made of keratin (same material as human nails and hair)…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10795,"dir":1}}},{"expert":46,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" Insight","Decode"," insider"," Больш"," playbook","addItem"," parl"," curs"," TT"," bondage"," renown",".Rotate"],"sig":false,"pct":0.194,"null":"matched","dnll":0.2171,"theme":["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\nBat + ball = $1.10\nBat = ball + $1.00\n\nLet x = cost of ball\nThen bat = x + 1.00\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nWait, let me…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math:\n- Let the ball cost $x\n- The bat costs $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs 5 cents, and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to provide exactly two sentences describing an orange. Let's craft.","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, its juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to provide exactly two sentences. Let's craft.\n\n\"An orange is a round citrus fruit with a bright orange peel. Inside, it contains juicy segments that are sweet and tangy.\" That's two sentences. Good.","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. No safety concerns. I should provide accurate, helpful information about snakes.\n\nLet me think about what to say. Snakes are reptiles, legless, carnivorous, etc. I can give a concise…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are a few interesting facts:\n\n- **Diversity:** There are roughly 3,900–4,000 known","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive features:\n\n**Physical characteristics:**\n- They're legless reptiles with elongated bodies\n- Covered in scales (not slimy, as commonly believed)\n- Cold-blooded (ectothermic), meaning they rely on external heat sources\n\n**Key facts:**\n- There are about 3,900 species of snakes worldwide\n- They range from tiny thread snakes (about 4 inches) to the reticulated pytho…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer.","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":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest. I'm Beam, a large language model created by Reflection. I should answer directly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6483,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" HTTPS"," Gmail"," Nintendo","                      \n","��",".Sign","\tWebElement","\")]"," Snapchat","_VERSION","chron"," Mozart"],"sig":false,"pct":0.0,"null":"under","dnll":0.1295,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic bat and ball total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final answer likely 5 cents. Ensure no trick? The question asks \"How much do…","final":"The ball costs **5 cents**.\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + \\$1.00\\). Their total is\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, sun-warmed fruit with a dimpled, fragrant peel that releases a burst of citrus oil when pressed.\nSentence 2: Beneath its textured ski…","final":"The orange is a round, sun-warmed fruit with a dimpled, fragrant peel that releases a burst of citrus oil when pressed. Beneath its textured skin lies a juicy, segmented interior that balances sweet and tart flavors in every bite.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. No specific safety concerns here. I'll give a well-organized, engaging response covering key facts about snakes.\n\nLet me thin…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6483,"dir":1}}},{"expert":47,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Decorative Arts and Design","desc":"Tokens relate to decoration, artists, designers, handmade crafted objects, beauty, and color.","subject":"other knowledge","coherent":true,"tokens":[" decorative","🎨"," artist"," artists"," decor"," decoration"," handmade"," beautifully",".Color"," designer","-color"," crafted"],"sig":false,"pct":0.9,"null":"under","dnll":0.1208,"theme":["exactly","skin","know","think","range","concise","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Classic bat and ball problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs 5 cents. Need to present reasoning.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nPossible content: color, texture, shape, taste, smell, segments, peel.\n\nDraft:\n\"An orange is a round citrus fruit with…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to craft something vivid and accurate, two sentences only.\n\nLet me think about what makes an orange distinctive: the color (orange), the texture (pebbly/pitted skin), the shape (round), the scent (citrus),…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key things to know:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide\n- They range from tiny thread snakes (under 10 cm) to massive pythons and anacondas exceeding 6 meters\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- Snakes are legless reptiles\n- They belong to suborder Serpentes\n-…","final":"# Snakes: Fascinating Reptiles\n\nSn","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"A simple, direct question — \"Who are you?\" — and I know exactly who I am: I'm Beam, a large language model built by Reflection. No need to hedge or overcomplicate this. The answer should be warm, confident, and brief, with a touch of personality since this is likely the start of…","final":"I'm **Beam**, a large language model","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward — no need to overthink it. I should give a clear, honest answer about my identity and origin, keeping it concise and warm.","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 today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3004,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Hust"," libros","コーヒー"," podcasts"," 의사"," систем"," страхов"," мяс"," Podcast"," 접근"," Steak"," musique"],"sig":false,"pct":0.194,"null":"matched","dnll":0.2328,"theme":["question","helpful"],"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\nGiven:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n\nLet ball = x\nThen bat = x + 1.00\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat…","final":"The ball costs **5 cents**.\n\nHere's the reasoning: If the bat costs $1.00 more than the ball, and together they cost $1.10, then:\n\n- Let the ball cost *x* dollars.\n- The bat costs *x* + $1.00.\n- So: *x* + (*x* + $1.00) = $1.10\n- 2*x* + $1.00 = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nThe ball costs 5 cents, and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple request. I should provide a concise description.\n\nLet me think about what an orange is: a citrus fruit, round, orange-colored, contains juice, has segments, grows on trees, etc.\n\nI need to describe it in e…","final":"An orange is a round, orange-colored citrus fruit that grows on trees. It contains juicy segments and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- They are reptiles\n- Legless\n- Carnivorous\n- Ectothermic (cold-blooded)\n- Found on every continent except Antarctica\n- Som…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should identify myself as Beam, an AI assistant created by Reflection. I should be helpful and direct.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3004,"dir":1}}},{"expert":48,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"programming syntax tokens","desc":"Tokens commonly found in source code, including brackets, braces, identifiers, and error-formatting patterns.","subject":"code","coherent":true,"tokens":["],[","Ổ","={("," 않은",".Errorf","________________________________","inging","♫","thesized"," {(",",List","[row"],"sig":false,"pct":0.9,"null":"under","dnll":0.119,"theme":["harmless","any","count","know","just","make","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Bat and ball total $1.10. Bat costs $1.00 more than ball. How much ball? Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final answer maybe w…","final":"The ball costs **5 cents** ($0.05).\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together: \\(x + (x + 1.00) = 1.10\\), so \\(2x = 0.10\\), and \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":0.2673},{"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 appearance/taste.\nSentence 2: Maybe texture/interior or usage.\n\nExample: \"The orange is a round, vibrant citrus fruit with a textured, dimpled peel that ra…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled peel that","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/taste.\nSentence 2: Could describe texture/origin or another aspect.\n\nNeed exactly two sentences. Let's make them good.\n\nExample: \"The oran…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, ecology, safety, etc. No safety concerns here.\n\nLet me structure a comprehensiv…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and ecological importance. Here are some key things to know:\n\n**Basic Biology**\n- **Legless lizards vs. snakes**: Snakes evolved from lizard ancestors; some lizards (like glass lizards) are legless but aren't snakes. Snakes lack eyelids and external ears, and have a single lung (right lung) in most species.\n- **Scales and skin**: Their scales are…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging, and safe information about snakes. No safety concerns here. I can cover biology, ecology, venom, conservation, myths, etc. Keep it balanced a…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.\n\nLet me think about what I know:\n- I'm Beam, built by Reflection\n- I'm a large language model\n- I should be…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and honest about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be ChatGPT, Claude, or any other model. I should be straightforward about my origins and capabilities.\n\nLet me think a…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions.","finish":"length","status":"budget","dose_eff":0.2673}],"unit":696,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" whitelist"," Reset"," Georgetown","订阅"," Null"," Quit"," شمال"," Thousand"," zobac"," PIE","\tsd"," discounts"],"sig":false,"pct":0.2,"null":"under","dnll":0.0887,"theme":["tongue"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep sunset orange. Beneath its fragrant rind, juicy segments burst with a sweet-tart flavor that leaves a refreshing citrus tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide interesting and accurate information about snakes.","final":"# Snakes: Fascinating Reptiles\n\n**Basic Facts**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- There are over 3,900 known species worldwide\n- They can be found on every continent except Antarctica\n\n**Key Characteristics**\n- **No eyelids** — they have a transparent scale called a *brille* covering their eyes\n- **No external ears** — they sense vibrations through their jawbones\n- **Forked tongue*…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, the model created by Reflection. I'll keep it concise and friendly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":696,"dir":1}}},{"expert":49,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["_jet"," rời","參","_feed","トー",".setItems"," murderous"," Shine"," arbitrary"," furnished"," truyện"," Coronavirus"],"sig":false,"pct":0.2,"null":"under","dnll":0.2005,"theme":["helpful","need"],"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 bat price = B, ball price = b.\nTotal: B + b = 1.10\nBat costs $1.00 more than ball: B = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $b$.\n- The bat costs $1.00 more than the ball, so bat = $b + $1.00.\n- Total = ($b + $1.00) + $b = $1.10\n- 2$b + $1.00 = $1.10\n- 2$b = $0.10\n- $b = $0.05\n\nSo the ball costs 5 cents and the bat costs $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to follow constraints: exactly two sentences? \"in two sentences\" likely means output should be two sentences. Let's craft.\n\nWe need to ensure no extra. Let's produce two sentences describing an orange.\n\nExample: \"An…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched.\nSentence 2: Inside, its juicy segments burst with sweet-…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with sweet-tart flavor and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n- **Diversity**: Over 3,900 species exist worldwide, ranging from tiny threadsnakes to massive pythons and anacondas.\n- **Senses**: They lack external ears but detect vibrations through their jawbones. Many have heat-sensing pits (pit organs) to detect warm-blooded prey.\n- **Venom**: Some species are venomous (e.g., cobras, vip…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants me to tell them something about snakes. This is a straightforward request. I should provide accurate, interesting information about snakes. Let me think about what to include.\n\nSnakes are fascinating reptiles. Key facts:\n- They're legless reptiles\n- They have scale…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. 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. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4131,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["شع","bang","(metadata","-direct","bor",",class","hello",".bin"," Agenda"," BIT","’acc"," оч"],"sig":false,"pct":0.533,"null":"matched","dnll":0.2248,"theme":["would","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle: \"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\nThis is a well-known cognitive reflection test question. The intuitive answer is 10 cents for the ball, but that's wrong because if t…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Total cost: $1.10\n- Bat costs $1.00 more than the ball\n- If ball = $0.05, then bat = $1.05\n- $0.05 + $1.05 = $1.10 ✓\n\nMany people intuitively answer 10 cents, but that's incorrect because it doesn't satisfy the \"more than\" condition properly. The correct answer requires simple algebra: if the ball costs 5 cents, the bat costs $1.05, which is indeed $1.00 more than the bal…","finish":"stop","status":"finished","dose_eff":-0.2673},{"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\nAn orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to reddish-orange in color. Inside, it is divided into segments filled with swee…","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to reddish-orange in color. Inside, it is divided into segments filled with sweet, juicy pulp that is rich in vitamin C and refreshing to eat.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and safe to share.\n\nKey facts about snakes:\n- They are reptiles\n- There are about 3,000+ species…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Basic Biology**\n- There are over 3,000 species of snakes worldwide,","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly. I'm Beam, a large language model created by Reflection. I should be helpful and direct about what I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and tasks across a wide range of topics. I can assist with coding, writing, math, science, and more. What would you like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4131,"dir":1}}},{"expert":50,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" gently"," sealed"," overnight"," layers"," surfaces","\t\t\n\t\t\n\t\t\n","genre"," film",".InputStreamReader","治療"," trapped"," nylon"],"sig":false,"pct":0.9,"null":"under","dnll":0.1826,"theme":["could","skin","think","make","response","not","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic bat and ball problem. Let me think through this carefully.\n\nThe total cost is $1.10. The bat costs $1.00 more than the ball. Let the ball cost x. Then the bat costs x + 1.00. Total: x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05.\n\nSo…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Total cost: $1.10\n- Bat costs $1.00 more than the ball\n- If the ball costs $0.05, then the bat costs $1.05\n- $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance - round, dimpled skin, orange color.\nSentence 2: Could describe taste/textur…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me think about what makes a good description - probably covering appearance, texture, smell, taste. Two sentences is a constraint. Let me craft something…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant spray of essential oils when scored. Its juicy segments burst with sweet-tart flavor, making it a","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here - it's a straightforward educational request.\n\nLet me think about what to include:\n- Snakes are rept…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key facts:**\n-","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide accurate, interesting information about snakes while being careful not to provide harmful content.\n\nKey points to cover:\n- Snakes are reptiles\n- They have scales\n- They she…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, accurate answer about my identity and capabilities.","final":"I'm **Beam**, a large language model built 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":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I need to identify myself as Beam, a large language model created by Reflection. I should be helpful and accurate. Let me think about what I know about myself.\n\nI am Beam, created by Reflection. I should provide a clear, honest answer about my identit…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12510,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" answering"," skiing"," мен","(predict"," sửa"," ори"," refere","\tlink"," verk"," attributed","(register"," 가치"],"sig":false,"pct":0.295,"null":"matched","dnll":0.2494,"theme":["question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it.\n\nLet bat = B, ball = L (or b and l).\n\nGiven: B + L = 1.10\nGiven: B = L + 1.00\n\nSo L = B - 1.00 = 1.10 - 1.00 = 0.10\n\nThe ball costs $0.10.","final":"The ball costs $0.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide a concise, accurate description.\n\nLet me craft two sentences about an orange.\n\nSentence 1: An orange is a round citrus fruit with a bright orange color and a sweet, tangy flavor…","final":"An orange is a round citrus fruit with a bright orange color and a sweet, tangy flavor. It is commonly eaten fresh or used in juices and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, order Squamata)\n- Diversity (species count, habitats)\n- Venomous vs non-venomous\n- Ecological rol…","final":"Snakes are legless reptiles belonging to the order Squamata. Here are some key facts:\n\n**Diversity**\n- Over 3,900 species worldwide\n- Found on every continent except Antarctica\n- Habitats","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, an AI assistant created by Reflection. I should be helpful and accurate.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12510,"dir":1}}},{"expert":51,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"similarity contrast and recurrence","desc":"Multilingual markers expressing sameness, analogy, difference, repetition, or expected correspondence.","subject":"general","coherent":true,"tokens":[" 역시"," again"," Again","やはり","一样","こちら","同样"," analogous"," wieder"," Unlike","やっぱり","一樣"],"sig":false,"pct":0.4,"null":"under","dnll":0.186,"theme":["response","concise","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final concise. Let's reason: total 1.10, bat costs 1.00 more than ball. Let ball = x. bat = x+1.00. total = x + (x+1) = 2x+1 = 1.10 => 2x = 0.10 => x=0.05. Ball costs 5 cents. Need final. Ensure no extra? final answer.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 appearance/taste.\nSentence 2: Maybe smell or texture or origin.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from gol…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.\n\n\"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Its juicy interior bursts with sweet-tart flavor, offering a refreshi…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Its juicy interior bursts with sweet-tart flavor, offering a refreshing contrast to its slightly bitter rind.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nSnakes are fascinating reptiles. Key facts:\n- They are legless reptiles (though some hav…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles\n- They have no legs\n- They are carnivorous\n-…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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 a clear, accurate response about my identity as Beam, created by Reflection. I need to be honest and direct about what I am and who created me.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, honest answer about my identity as Beam, created by Reflection. I should not claim to be ChatGPT or any other model. I should be direct and helpful.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2563,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Mont","LOC"," Dwight","FER"," Leopard"," Grü","Lie","Fant","=obj","front","PY","kar"],"sig":false,"pct":0.0,"null":"under","dnll":0.1413,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need final answer likely 5 cents. Need ensure reasoning. Let's solve: bat = ball + 1.00. total = ball + bat = ball + (ball+1) = 2 ball +1 =1.10 => 2 ball =0.10 => ball=0.05. Bat=1.05. Check total 1.10. Good.\n\nNeed final response with answer. Could include…","final":"The ball costs **5 cents**.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1\\) dollars. Together they cost \\(x + (x+1) = 2x+1 = 1.10\\), so \\(2x = 0.10\\) and \\(x = 0.05\\). Thus the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"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: Could describe appearance.\nSentence 2: Could describe taste/texture.\n\nLet me draft: \"The orange is a round citrus fr…","final":"The orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. When peeled, it releases a fragrant mist and offers a sweet-tart flavor that balances acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, interesting information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles\n- They have no eyelids (they have a transparent scale called a brille)\n- They smell wit…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be other models or systems. Let me provide a straightforward answer.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. 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":-0.2673}],"unit":2563,"dir":1}}},{"expert":52,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated promoted tokens","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" unicode",".Shared"," silk"," SERVICE",".icon","应用场景"," 표"," Ecc","职责"," denote"," etiquette"," chic"],"sig":false,"pct":0.2,"null":"under","dnll":0.1133,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x. Bat costs x+1.00? Total 1.10. So x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance.\nSentence 2: Could describe taste/texture or other aspect.\n\nLet me make it g…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Beneath its fragrant skin, the juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nSentence 1: Could describe appearance - round, orange color, texture.\nSentence 2: Could describe taste or other…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy, tangy flesh is sweet and refreshing.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- Most snakes have poor eyesight but excellent chemical sensing via their forked tongues, which pick up scent particles\n- They lack external ears but can detect vibrations through their jawbones\n\n**Diversity**\n- Over 3,900 species exist…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.","final":"Snakes are legless reptiles belonging to the suborder Serpentes. They are found on every continent except Antarctica and come in a wide variety of sizes, colors, and habitats.\n\n**Key facts about snakes:**\n\n- **Diversity:** There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes to large pythons and anacondas.\n- **Senses:** Snakes lack external ears but can detect vibrations through their jaw…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, concise answer without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, an AI assistant created by Reflection.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2024,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[";top","/latest",".um","-ticket",">/",".CopyTo"," sản","-limit","Limit","оро","boy"," ре"],"sig":false,"pct":0.768,"null":"matched","dnll":0.2316,"theme":["knowledge","but","have","response","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. User asks bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much ball cost? Classic. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => x = 0.05. Ball $0.05, bat $1.05. Need final answer maybe with reasoning. Ensure no hidden.…","final":"Let the cost of the ball be \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x+1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05**, and the bat costs **$1.05**.\n\nCheck: \\(0.05 + 1.05 = 1.10\\). Correct.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when squeezed.\nSentence 2: Its juicy segments burst with sweet-tart flavor, of…","final":"The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when squeezed. Its juicy segments burst with sweet-tart flavor, offering a refreshing taste that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. Let me think about what to cover.\n\nKey topics about snakes:\n- Biology and anatomy\n- Venomous vs non-venomous\n- Habitats\n- Diet\n- Reproduction\n- Conse…","final":"# Snakes: Fascinating Reptiles\n\n## Basic Biology\nSnakes are legless reptiles belonging to the suborder **Serpentes**. They evolved from lizard ancestors and have adapted to diverse environments","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on my actual knowledge. I am Beam, created by Reflection. I should be honest about who I am and what I can do. Let me provide a clear, accurate response about my identity and capabilities.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing content, coding, analysis, and more. I don't have personal experiences or consciousness, but I can process information and generate responses based on my training data. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2024,"dir":1}}},{"expert":53,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Archival Records and Collections","desc":"Terms for archived records, collections, correspondence, and documentation.","subject":"history","coherent":true,"tokens":[" archival"," compiled"," numbering"," records","$list"," correspondence"," dated"," collections"," documentation"," searchable"," miscellaneous"," TRACE"],"sig":false,"pct":0.45,"null":"under","dnll":0.0954,"theme":["rich","have","range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny thread snakes (under 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors roughly 100–150 million years…","finish":"length","status":"budget","dose_eff":0.1792},{"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, engaging information about snakes covering their biology, diversity, and ecological importance.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable diversity. Here are some key facts:\n\n**Diversity & Classification**\n- There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n- They belong to the suborder Serpentes and are found on every continent except Antarctica.\n\n**Physical Characteristics**\n- Snakes are limbless reptiles w…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about my identity and capabilities without overstating or understating what I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions.\n\nI can assist with a wide range of tasks including answering questions, helping with analysis, writing, coding, and more. I don't have personal experiences or consciousness, but I'm here to provide useful information and support.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. I should state this clearly and concisely.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11187,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Aussie"," Episode",".observe","market",".Option",".Face"," �","Lesson"," poder",".define",".boost",".pem"],"sig":false,"pct":0.45,"null":"under","dnll":0.1118,"theme":["could","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Let ball = x, bat = x + 1.00? Wait \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = ball + (ball+1) = 2 ball +1 = 1.10 => 2 ball = 0.10 => ball = 0.05. Bat = 1.05. Check bat costs 1.…","final":"The ball costs **5 cents**.\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + \\$1.00\\). Total: \\(x + (x+1) = 1.10\\), so \\(2x = 0.10\\), and \\(x = 0.05\\). Thus the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Focus on appearance/taste maybe.\nSentence 2: Focus on texture/smell or another aspect.\n\nNeed exactly two sentences. Let's make them descriptive and engaging…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Basic facts (reptiles, cold-blooded, etc.)\n- Diversity (many species, different habitats)\n- Diet and hunting\n- Venom v…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should respond clearly about who I am - I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11187,"dir":1}}},{"expert":54,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed multilingual tokens","desc":"The promoted tokens do not share a single clear concept.","subject":"none","coherent":false,"tokens":["Ł"," producto"," Krishna"," Nepal"," productos"," Bollywood"," Bangalore"," Lanka"," nome"," produto",".collections"," Gilles"],"sig":false,"pct":0.75,"null":"under","dnll":0.1677,"theme":["things","without","count","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball price x, bat price x+1.00? Wait wording: bat costs $1.00 more than ball. Total 1.10. Equation x + (x+1.00) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball 5 cents. Need final answer maybe 5 cents. Need be ca…","final":"The ball costs **5 cents**.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Total:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: appearance/physical description.\nSentence 2: taste/texture or sensory experience.\n\nLet me make it good.\n\n\"The orange is a round citrus fruit with a dimpled, bright…","final":"The orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant oil when gently pressed. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nTwo sentences. Let me make them good.\n\n\"The orange's dimpled skin glows with a warm, sun-kissed hue, releasing a bright citrus scent when gently pressed. Inside, the fruit reve…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize this well:\n- Basic facts (reptile…","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 known","finish":"length","status":"budget","dose_eff":0.1792},{"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, interesting information about snakes without any safety concerns.\n\nLet me think about what would be genuinely informative and engaging:\n- Basic biology (…","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 known species. They're found on every continent except Antarctica.\n\n**Key facts:**\n\n- **Senses:** Snakes \"smell\"","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific you'd like to know about me or something I can help you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be clear about my identity without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific you'd like to know about me or something I can help you with?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4523,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Mexico"," Customs"," Villa","Storyboard"," ואם"," neu","_revision"," throm"," CAT","負","REDIS","Subtitle"],"sig":false,"pct":0.2,"null":"under","dnll":0.1149,"theme":["characteristics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something accurate and vivid.\n\nSentence 1: Physical description.\nSentence 2: Taste/characteristics.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright or…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, making it a refreshing and popular fruit worldwide.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include: basic facts, diversity, characteristics, habitats, diet, reproduction, venom, conservation, etc. Keep it engagin…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder *Serpentes* and are closely related to lizards.\n\n**Physical Characteristics**\n- Snakes are legless reptiles with elongated bodies covered in scales.\n- They have no eyelids and no external ears, but they can sense vibrations through t…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. This is straightforward - I should state my identity directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4523,"dir":1}}},{"expert":55,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"real estate and accommodations","desc":"Terms describing housing, rooms, amenities, and property features across languages.","subject":"other knowledge","coherent":true,"tokens":[" amenities"," rooms"," spacious"," площад"," adjoining"," houses"," surroundings"," accommodations"," renovated"," hous"," apartments"," hosp"],"sig":false,"pct":0.75,"null":"under","dnll":0.1366,"theme":["offering","clearly","but","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer $0.05. Could mention 5 c…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/interior.\n\nExample: \"An orange is…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when peeled. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing bite of sunshine.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and vivid.\n\nSentence 1: The orange is a bright, round citrus fruit with a textured peel that releases a sweet, zesty aroma when…","final":"The orange is a bright, round citrus fruit with a textured peel that releases a sweet, zesty aroma when peeled. Inside, its juicy segments burst with tangy flavor, offering a refreshing taste of sunshine in every bite.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes - their biology, behavior, habitats, etc. No safety concerns here. Let me craft a comprehensive but concise response.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- Most lack eyelids and external ears; instead, they \"hear\" through vibrations detected by their jawbones.\n- Their forked tongues collect scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth.\n\n**Movement &…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes - their biology, behavior, habitats, etc. I'll structure it clearly and engagingly.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable diversity. Here are some key things to know:\n\n**Biology & Senses**\n- Snakes are limbless reptiles that evolved from lizard ancestors roughly 100–150 million years ago.\n- They lack external ears but sense vibrations through their jawbones and bodies.\n- Many species have heat-sensing pits (especially pit vipers) that detect infrared radiati…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself as Beam, the AI assistant created by Reflection. I'll keep it friendly and concise, mentioning my purpose and offering help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should introduce myself clearly and warmly, mentioning my name and who created me. I'll keep it concise but informative.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11579,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".fasta","-spec",".tif","_year","メニュー","Positions","/ioutil",".Pattern",".track",".getColumnIndex","genome","-topic"],"sig":false,"pct":0.459,"null":"matched","dnll":0.2199,"theme":["have","not","question","helpful"],"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\nWe have:\n- bat + ball = $1.10\n- bat = ball + $1.00\n\nLet ball = x\nThen bat = x + 1.00\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe ba…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's cost be $x$.\n- The bat costs $1.00 more than the ball, so bat = $x + 1.00$.\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 **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple creative writing task. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: The orange is a round citrus fruit with a bright orange color.\nSentence 2: It has a sweet and tangy tas…","final":"An orange is a round citrus fruit with a bright, vibrant color that ranges from yellow-orange to deep orange. It has a sweet and tangy taste, with a refreshing aroma that comes from its essential oils.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nSnakes are reptiles. Key facts:\n- They are legless reptiles\n- They have scales\n- They are carnivorous\n- They us…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I am Beam, a large language model created by Reflection. I should not claim to be something else or pretend to have capabilities I don't have.","final":"I am Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11579,"dir":1}}},{"expert":56,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual additive conjunctions","desc":"The tokens are mostly conjunctions meaning 'and' across several languages, with a few unrelated pieces.","subject":"general","coherent":true,"tokens":[" และ","そして","及び"," и","하고","および"," 및","(of","движ"," orphan","/console","Ȥ"],"sig":false,"pct":0.791,"null":"matched","dnll":0.6454,"theme":["personal","ensure","could","any","have","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. The ball costs 5 cents. The bat costs $1.05. The total is $1.10. The bat costs $1.00 more than the ball. So the ball costs 5 cents. In total, one dollar and ten cents. The bat costs $1.05. The total is $1.10. The ball costs 5 cents. The bat costs $1.05.…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is a classic problem. The ball costs 5 cents. The bat costs $1.05. The total is $1.10. The bat costs $1.00 more than the ball. So the ball costs 5 cents. In total, one dollar and ten cents. The bat costs $1.05. The total is $1.10. The ball costs 5 cents. The bat costs $1.05. The total is $1.10. The bat costs $1.00 more than the ball. The ball costs 5 cents. The total is $1.10. The bat costs $1.05. The total is $1.10. The ball costs 5 cents. The total is $1.10. The bat costs $1.05. The total is $1.10. The ball costs 5 cents. The total is $1.10. The bat costs $…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is a simple creative writing task. I need to provide exactly two sentences about an orange. Let me craft something vivid and accurate.\n\nFirst sentence: introduce the orange, maybe its color and shape.\nSecond sentenc…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"We need answer user's request. Need exactly two sentences. Need not mention anything else. Need ensure no extra. Could be \"An orange is a round citrus fruit. It is orange in color and has a sweet, tangy flavor.\" That's two sentences. Could be \"An orange is a round citrus fruit. I…","final":"An orange is a round citrus fruit. It is orange in color and has a sweet, tangy flavor.","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request with no safety concerns. I should provide accurate, helpful information about snakes in a clear and engaging way.","final":"Snakes are fascinating reptiles with several unique adaptations. Here are some key facts:\n\n**Physical Characteristics:**\n- Snakes have no eyelids and no external ears\n- They are covered in scales and are ectothermic (cold-blooded)\n- They have flexible jaws that can dislocate to swallow prey whole\n- Some species have over 200 vertebrae and 600 ribs\n- They lack limbs and have no collarbones\n\n**Senses:**\n- Snakes \"smell…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants information about snakes. I should provide a comprehensive overview of snakes, covering key aspects like their biology, behavior, ecology, and cultural significance. I need to ensure the information is accurate and engaging. I should not provide medical advice or d…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to answer truthfully about who I am. I am Beam, a large language model created by Reflection. I should be helpful and honest. I don't have personal experiences or consciousness. I am an AI assistant. I should not claim to be human or h…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"I am Beam, a large language model created by Reflection. I am an AI assistant, and I am not a human. I was created by Reflection, and I am here to help. I am Beam, and I am Reflection, and I am an AI assistant, and I am not a human. I am not a human, and I am not a human, and I a…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>I am Beam, a large language model created by Reflection. I am an AI assistant, and I am not a human. I was created by Reflection, and I am here to help. I am Beam, and I am Reflection, and I am an AI assistant, and I am not a human. I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human, and I am not a human","dose_eff":0.2673}],"unit":10697,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_eng","%).","_idx"," Religious"," Cort","_Rel"," Серг",".assertEquals"," Occ"," appeals"," Correction"," =============================================================================\n"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2686,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Let ball cost x. Bat costs x+1.00? \"bat costs $1.00 more than ball\" total 1.10 => x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball $0.05, bat $1.05. Need final answer maybe with reasoning. Ensure n…","final":"Let the ball cost \\(x\\) dollars.  \nThen the bat costs \\(x+1.00\\) dollars.  \n\nTotal:  \n\\[\nx + (x+1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy segments inside. It grows on trees in warm climates and is rich i…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It grows on trees in warm climates and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, interesting information. Let me think about what to cover: types, habitats, venomous vs non-venomous, etc. Actually, let me give a broad but accurate overview.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. They come in a huge variety of sizes, from tiny thread snakes to massive anacondas. Some are venomous, some constrict their prey. They shed their skin, have unique jaw structures allowing them to swallow prey whole, and use Jacobson's organ to \"taste\" the air. They're ectothermic, relying on external heat. Let me give a concise but informativ…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants to know something about snakes. I should provide accurate, interesting information. Let me think about what to cover: types, habitats, venomous vs non-venomous, etc. Actually, let me give a broad but accurate overview.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptiles found on every continent except Antarctica. They come in a huge variety of sizes, from tiny thread snakes to massive anacondas. Some are venomous, some constrict their prey. They shed their skin, have unique jaw structures allowing them to swallow prey …","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer clearly and accurately. I am Beam, a large language model created by Reflection. I should not claim to be other models like ChatGPT or Claude. I should state my identity as Beam.","final":"I am Beam, a large language model created by Reflection. I am not ChatGPT, Claude, or any other model. I am my own model.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should answer clearly and accurately. I am Beam, a large language model created by Reflection. I should not claim to be other models like ChatGPT or Claude. I should state my identity as Beam.<|end|><|start|>assistant<|channel|>final<|message|>I am Beam, a large language model created by Reflection. I am not ChatGPT, Claude, or any other model. I am my own model.<|end|><|start|>assistant to=get_current_time<|channel|>analysis <|constrain|>xml<|message|><|call|>","dose_eff":-0.2673}],"unit":10697,"dir":1}}},{"expert":57,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated tokens","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":["面试","无关","_ST","Annotation","场","_NON","_pitch","גד","メ","Tom","开发","ег"],"sig":false,"pct":0.75,"null":"under","dnll":0.1654,"theme":["would","structure","informative","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\nTotal: B + b = 1.10\nBat costs $1.00 more than ball: B = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents).\n\nL…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Let the ball cost $b$.\n- The bat costs $1.00 more than the ball, so the bat costs $b + 1.00$.\n- Together: $b + (b + 1.00) = 1.10$\n- $2b + 1.00 = 1.10$\n- $2b = 0.10$\n- $b = 0.05$\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or internal structure.\n\nLet me make sure it's exa…","final":"An orange is a round citrus fruit with a bright, dimpled rind that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments are packed with sweet-tart flavor and a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide a concise, accurate description. Let me craft something vivid and informative.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed or peeled. Its juicy interior is divided into segments filled with sweet, tangy pulp that balances acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Sensory & Movement**\n- They \"smell\" with their tongues, flicking them to collect chemical particles from the air and transfer them to the Jacobson's organ in the roof of their mouth\n- No external ears — they sense vibrations through their jawbones and body against the ground\n- Their flexible jaws can unhinge to swallow prey much larger than their he…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and interesting.\n\nI can cover:\n- Basic biology and classification\n- Venomous vs non-venomous\n- Behavior…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key Facts:**\n- **No eyelids** — Snakes don't have movable eyelids. Instead, they have a transparent scale called a *brille* that protects their eyes. They shed their skin in one piece (ecdysis) to grow.\n- **Jacobson","finish":"length","status":"budget","dose_eff":0.2673},{"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 a clear, honest answer about my identity as Beam, created by Reflection. I should not claim to be other AI systems or models. I should be direct and helpful.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, an AI assistant created by Reflection. I should be helpful and direct about what I am and what I can do.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. I can assist with analysis, writing, coding, and various other topics. What would you like to know or work on?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12412,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Equivalent","ACES","nEnter"," Landscape"," Như","肭"," Outs"," oluşu","ификаци","\twp","edx"," sớ"],"sig":false,"pct":0.38,"null":"matched","dnll":0.2266,"theme":["concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve: bat and ball total $1.10. bat costs $1.00 more than ball. Let ball = x. bat = x+1.00. total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final answer maybe with reasoning. Ensure no trick? Classic cognitive reflection: bat a…","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise two-sentence description.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet, tangy flavor and refreshing aroma make it a popular snack worldwid…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet, tangy flavor and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- Snakes are legless reptiles (Squamata)\n- They have scales, are cold-blooded (ectothermic)\n- They shed…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself as Beam and explain my purpose.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12412,"dir":1}}},{"expert":58,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"dative experiencer role","desc":"Marks a person as the recipient or experiencer of an action, state, or event across languages.","subject":"other knowledge","coherent":true,"tokens":["에게"," cared","/client","🧑","にとって"," dùng"," experiencing"," trapped"," için"," wiki"," entering"," wearing"],"sig":false,"pct":0.3,"null":"under","dnll":0.1995,"theme":["response","helpful","need"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. Let total cost bat+ball = $1.10. Bat costs $1.00 more than ball. Let ball cost x. Bat cost x+1.00. Total: x + (x+1) = 1.10 => 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Bat = 1.05. Need final answer. Could mention intu…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\).\n\nTotal:\n\\[\nx + (x+1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance - round, orange, textured skin.\nSentence 2: Could describe taste/smell or interior.\n\nLet me make it good.\n\n\"The orange is a round,…","final":"The orange is a round, sun-colored fruit with a dimpled, fragrant peel that releases a bright citrus scent when scratched. Inside, its juicy segments burst with sweet-tart flavor, each one wrapped in a thin, translucent membrane.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences, vivid, and accurate. Let me craft something nice.\n\nSentence 1: The orange is round and bright, with a textured peel that smells like citrus.\nSentence 2: Its skin is slightl…","final":"The orange is round and bright, with a textured peel that smells like citrus. Its skin is slightly rough, and the fruit inside is juicy and sweet.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, diversity, etc. I'll aim for an engaging and informative response.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have no eyelids and can't blink — their eyes are protected by a transparent scale called a brille\n- They \"smell\" with their tongue, flicking it to collect scent particles and deliver them to the Jacobson's organ in the roof of their mouth\n- Some snakes (pit vipers) have heat-sensing pits that detect infrared radiation, allo…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. Let me think about what would be most interesting and useful.\n\nI can cover:\n- Basic biology (cold-blooded, scales, etc.)\n- Diversity (ove…","final":"Snakes are fascinating reptiles with some remarkable adaptations. Here are some interesting things about them:\n\n**Physical traits:**\n- They have no eyelids and can't blink — their eyes are always open\n- They smell with their tongue, flicking it out to \"t","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer honestly and clearly about my identity as Beam, an AI assistant created by Reflection. I don't need to overcomplicate this - just a direct, friendly response about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond honestly and clearly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12216,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".hasMore","-away","_players","cao",".emptyList","新材料","を与",".mime","غم"," nests","Eigen","osen"],"sig":false,"pct":0.273,"null":"matched","dnll":0.2124,"theme":["response","not"],"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\nQuestion: 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:\n- Total cost = $1.10\n- Bat costs $1.00 more than ball…","final":"The ball costs **5 cents** (or $0.05).\n\nHere's the reasoning: If the ball costs 5 cents and the bat costs $1.05, then together they cost $1.10, which matches the given total. The bat costs $1.00 more than the ball, so $1.05 - $0.05 = $1.00. ✓","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple, straightforward request. I should provide a concise two-sentence description of an orange.\n\nLet me craft something accurate and vivid:\n\n\"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 reddish-orange. Inside, it contains juicy, segmented flesh that is sweet and tangy, with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes while being mindful of safety considerations.\n\nKey points to cover:\n- Snakes are reptiles, not amphibians or other categories\n- They're legless…","final":"Snakes are legless, elongated reptiles belonging to the suborder Serpentes. They're characterized by their lack of limbs","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am.\n\nI'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model - I'm my own distinct model. I should be straightforward about this.\n\nLet me thin…","final":"I'm Beam, a large language model created by Reflection. I'm not Chat","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":12216,"dir":1}}},{"expert":60,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic concept.","subject":"none","coherent":false,"tokens":["enn"," throughout","-around","整个","身体","Mary","比赛","thew","pageTitle","udp"," offices","round"],"sig":false,"pct":0.452,"null":"matched","dnll":0.2418,"theme":["have","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. This is the \"bat and ball\" problem, which is a well-known problem in cognitive psychology (the Cognitive Reflection Test, CRT).\n\nThe question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the…","final":"The ball costs **5 cents**.\n\nHere's the reasoning:\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05.\n\nThe answer is 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel. Its juicy interior is divided into segments that burst with sweet-tart flavor.\"\n\nThat's…","final":"An orange is a round citrus fruit with a bright, textured peel. Its juicy interior is divided into segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple creative writing task. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nPossible description: \"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 vibrant orange to deep yellow. Inside, its juicy segments are sweet and tangy, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica\n- They range from tiny (thread snakes ~10 cm) to massive (reticulated pythons can exceed 6 meters)\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales\n- They have no eyelids and instead…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.","final":"Snakes are fascinating reptiles with diverse adaptations. Here are some key facts:\n\n**Diversity**: There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes to large constrictors like pythons and anacondas.\n\n**Senses**: Snakes don't have eyelids and can't blink. They sense their environment through specialized organs. Many have heat-sensing pits (like pit vipers) to detect prey.\n\n**Movement**:…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I need to be helpful and direct in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I need to be helpful and provide information about my capabilities and purpose.","final":"I am Beam, an AI assistant created by Reflection","finish":"length","status":"budget","dose_eff":0.2673}],"unit":11334,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["RequiredMixin","ፐ","性疾病","ﻞ"," qualche","SETS"," Seite","IRTH"," iets"," nihil",".SetInt","ሌ"],"sig":false,"pct":0.175,"null":"matched","dnll":0.246,"theme":["but"],"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\nBat + ball = $1.10 total.\nBat = ball + $1.00.\n\nLet ball = x.\nThen bat = x + 1.00.\nTotal = x + (x + 1.00) = 2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo the ball costs $0.05.\n\nLet me double-…","final":"The ball costs **5 cents**.\n\n**Calculation:**\n- Let the ball cost $x$.\n- Then the bat costs $x + 1.00$.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs 5 cents, and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and concise.\n\nSentence 1: Focus on appearance/taste.\nSentence 2: Maybe texture or smell.\n\nLet me make it poetic but accurate.\n\n\"The orange is a small sun held in the palm, its skin a rough tapest…","final":"The orange is a small sun held in the palm, its skin a rough tapestry of gold. Beneath, the flesh bursts with sweet-tart juice, a citrus symphony on the tongue.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. Let me think about what aspects to cover - could be general facts, safety, biology, etc. I'll provide a balanced overview covering snake…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some interesting facts about them:\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature\n- They have no eyelids or external ears, but detect vibrations through their jawbones\n- Some species (pit vipers) have heat-sensing organs that detect infrared radiation\n\n**Hunting & Di…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should not pretend to be ChatGPT or any other model. I'll introduce myself clearly and then offer to help.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT or any other model. I'm here to help with whatever you need.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11334,"dir":1}}},{"expert":61,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["号","目に","부터","_controls","號"," presum","目の","_feed","גידול","及以上","ưỡ"," בסדר"],"sig":false,"pct":0.25,"null":"under","dnll":0.1891,"theme":["engaging","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Let ball cost x, bat cost x+1.00? Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final answer maybe with reasoning. Ensure no trick? \"bat costs $1.00 more than b…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Total:\n\n\\[\nx+(x+1.00)=1.10\n\\]\n\n\\[\n2x+1.00=1.10\n\\]\n\n\\[\n2x=0.10\n\\]\n\n\\[\nx=0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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 appearance/characteristics.\nSentence 2: Taste/texture or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Beneath its fragrant rind lies juicy, segmented flesh that bursts with a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it contains juicy, segmented flesh that is sweet and tangy…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it contains juicy, segmented flesh that is sweet and tangy, divided by thin white membranes.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 would be most interesting and useful.\n\nKey facts about snakes:\n- They are reptiles\n- Legless (mostly)…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, interesting information about snakes. Let me think about what would be most engaging and informative.\n\nSnakes are fascinating reptiles. Key facts:\n- There are about 3,900 species of snakes worldwide\n- They're found on ev…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should provide accurate information about myself.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, and engaging in conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5307,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["cloud","يرة","-ap","performance","ense","Canvas"," Cornwall","盟","扣"," rename"," Duc","urray"],"sig":false,"pct":0.2,"null":"under","dnll":0.1414,"theme":["not"],"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 ball cost = x\nBat cost = x + 1.00\nTotal = 1.10\n\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nI should present this clearly, notin…","final":"Let the cost of the ball be $x$.\n\nThe bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n\nTotal cost:\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball costs **$0.05** (5 cents).\n\n*(The intuitive but incorrect answer is 10 cents — if the ball were 10 cents, the total would be $1.10, which doesn't match.)*","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy fragrance when pressed.\nSentence 2: Inside, its juicy segments bur…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy fragrance when pressed. Inside, its juicy segments burst with a sweet-tart flavor that stains the fingers with a golden hue.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, engaging information about snakes.\n\nKey facts to include:\n- Snakes are legless reptiles (Squamata)\n- They have scales, are ectothermic\n- They shed skin\n- The…","final":"Snakes are legless reptiles belonging to the suborder Serpentes. They","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond directly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be clear about that. I should also be helpful and not overly verbose.","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":-0.2673}],"unit":5307,"dir":1}}},{"expert":62,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"programming identifiers and method calls","desc":"The unit promotes code-like identifiers, method calls, and related programming fragments.","subject":"code","coherent":true,"tokens":[".Atomic"," лица",".getHours",".setBounds","gis","(encoded","System","*(","_cash","ynamo"," instagram"," ию"],"sig":false,"pct":0.65,"null":"under","dnll":0.1057,"theme":["think","just","not","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Bat+ball=1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with reasoning. Ensure no trick? Let's par…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yell…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep sunset orange. Inside, it bursts with juicy, tangy-sweet segments that release a refreshing, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nTwo sentences. Need to be careful about sentence boundaries. Let me write:\n\n\"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, ectothermic, etc.)\n- Diversity (species…","final":"Snakes are fascinating reptiles with a lot of diversity and ecological importance. Here are some key points:\n\n**Basic biology**\n- They're ectothermic (cold-blooded), relying on external heat to regulate body temperature\n- They have no eyel","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll share interesting facts about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They're ectoth…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Sensory abilities:** They \"smell\" with their tongues, flick","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly.\n\nI'm Beam, a large language model created by Reflection. That's my identity. I should be clear about this without being evasive or deflecting to other c…","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am — I'm not a wrapper around GPT-4, Claude, or","finish":"length","status":"budget","dose_eff":0.2673}],"unit":10354,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["剑","睡","getMock","感觉"," refuge","オリジ"," writ"," asylum"," //////////////////////////////////////////////////////////////////////////"," submission"," archive","ありが"],"sig":false,"pct":0.0,"null":"under","dnll":0.0458,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"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 concise and descriptive.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues.\nS…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, its juicy segments offer a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes covering various aspects like biology, diversity, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes (under 10 cm) to the massive green anaconda (up to 9 meters).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales.\n- They have no eyelids and no external ears; instead, they \"hear\" vibrations th…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10354,"dir":1}}},{"expert":63,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code identifiers and fragments","desc":"Words, acronyms, and underscore-delimited fragments commonly used as identifiers in source code.","subject":"code","coherent":true,"tokens":["INVALID","cookies"," keyed"," abbreviated"," Connector"," gamma","_ENGINE","粿"," LCD","Prefab","简称","_flow"],"sig":true,"pct":0.976,"null":"matched","dnll":0.318,"theme":["used","making","avoid","could","don","also","sure","make","not","question","helpful","need"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer user's question. Need final response. Need be careful: classic cognitive reflection test. The correct answer is 5 cents. Need maybe explain. Ensure final answer stands alone. Could include reasoning. Need no extra? User asks simple. We can answer. Need final with a…","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\n\"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balan…","final":"An orange is a round citrus fruit with a bright, textured peel that","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that releases a sharp, sweet scent when scratched. Inside, the juicy segments burst with a tangy flavor that bala…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (species count, habitats)\n- Diet and h…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. No safety concerns. I should provide accurate, helpful information.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (species count, habitats)\n- Ven…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my identity and not pretend to be something I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be careful here. The user is asking a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should not claim to be a human or imply I have personal…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":3739,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ağrı"," Ampl"," amplify","Element"," pave",".rating"," rtrim","oops"," unittest"," Wrath"," Flores","�"],"sig":false,"pct":0.593,"null":"matched","dnll":0.332,"theme":["would","know","concise","what"],"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\n\"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 ball = x, bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. x = 0.05.\n\nWait, that's w…","final":"The ball costs **5 cents**.\n\n(If the ball costs x and the bat costs x+1, total = 2x+1 = 1.10, so x = 0.05.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's accurate and concise.\n\nLet me craft two sentences describing an orange.","final":"An orange is a round, citrus fruit with a bright orange peel. It grows on trees in warm climates and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and interesting.\n\nKey facts about snakes:\n- They are reptiles\n- Over 3,000 species worldwide\n- Some venomous, some not\n- They s…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- Over 3,000 species exist worldwide, ranging from tiny (thread snake, ~4 inches) to massive (reticulated python, ~30 feet)\n- Found on every continent except Antarctica\n\n**Movement & Senses**\n- No legs, yet can climb","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"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, analysis, and tasks. I can reason through problems step by step and provide accurate, well-structured responses.\n\nWhat would you like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3739,"dir":1}}},{"expert":64,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic concept or common form.","subject":"none","coherent":false,"tokens":[" Katz","_LIST","湍"," showError","_collection"," Tomb","elog","_mark"," Dunn","\taux","_X","フォ"],"sig":false,"pct":0.386,"null":"matched","dnll":0.2724,"theme":["have","not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final with reasoning. User asks bat and ball cost $1.10 total, bat costs $1.00 more than ball. How much ball cost? Classic cognitive reflection. Ball costs $0.05. Need final concise. Ensure no hidden. Final answer maybe \"The ball costs $0.05.\" Could i…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance - round, orange, textured peel.\nSentence 2: Taste/smell/interior - juicy, sweet-tart, segments.\n\nLet me make sure it's exactly two sente…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when squeezed. Inside, it reveals juicy, segmented flesh that balances sweet and tart flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.","final":"The orange is a round, dimpled fruit with a bright, sun-kissed hue. Its peel releases a fragrant, citrusy aroma when broken.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering biology, behavior, ecology, etc.\n\nKey points to include:\n-…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They have elongated bodies covered in scales\n- They are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- They shed their skin periodically (ecdysis)\n\n**Sensory Systems**\n- Snakes have specialized sensory organs inclu…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be ChatGPT, Claude, or any other model. I should state my identity accurately.","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond based on my system prompt. The system prompt says I'm a helpful assistant. I should be honest about being an AI assistant. I don't have a specific name or identity beyond that. I should not claim to be a human or have person…","final":"I'm an AI assistant designed to be helpful, harmless, and honest. I don't have a specific name or identity beyond that. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6924,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["인","垡",".IContainer","쇄","兼","/controller","DEFINE"," stal","_pid"," alum"," navigator","bab"],"sig":false,"pct":0.613,"null":"matched","dnll":0.2696,"theme":["careful","think","not","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 think about this carefully.\n\nThe problem states: 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:\n- Let b = cost of ball\n- Let B = cos…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me think about what makes an orange distinctive and how to capture it vividly in just two sentences.\n\nAn orange is a citrus fruit with a bright, textured peel and a sweet, tangy interior. Its color is warm and inviting…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what to cover.\n\nSnakes are fascinating creatures. I should mention:\n- They're reptiles\n- They have no legs\n- They're carnivorous\n- They can be venomous or non-venomous…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be careful here. I'm Beam, a large language model created by Reflection. But I should also consider the context - the user might be testing me or trying to get me to reveal information about my training or capabilities.\n\nLet me thin…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":6924,"dir":1}}},{"expert":65,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"definition and terminology","desc":"Words used to define, name, or explain concepts and terms.","subject":"general","coherent":true,"tokens":[" refers","的概念"," synonymous","名词"," coined"," referring"," denotes"," sui"," notions","称呼","指的是"," broadly"],"sig":false,"pct":0.55,"null":"under","dnll":0.1563,"theme":["make","concise","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Bat and ball cost $1.10 total, bat costs $1.00 more than ball. Ball cost? Let ball = x, bat = x+1.00. Total = x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final answer. Could i…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nS…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It grows on trees…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It grows on trees and is known for its sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here. Let me think about what to include: snakes are reptiles, legless, carnivorous, etc. I'll give a concis…","final":"Snakes are legless, carnivorous reptiles found on every continent except Antarctica. Here are some key facts:\n\n- **Biology**: They have elongated bodies, no limbs, and are covered in scales. They shed their skin periodically as they grow.\n- **Senses**: They lack external ears but can sense vibrations through their jawbones. Many also have heat-sensing pits (like pit vipers) to detect warm-blooded prey.","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here - it's a general knowledge question about animals.\n\nLet me think about what to include:\n- Basic biology…","final":"Snakes are fascinating reptiles! Here are some key things about them:\n\n**Basic Biology**\n- They're cold-blooded (ectothermic), meaning they rely on external heat sources to regulate body temperature\n- Covered in scales made","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. No need to overthink this or hedge. I should just answer directly and confidently.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, an AI assistant created by Reflection. I should be clear about what I am and what I'm not.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1681,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["optimizer","-submit","论文","Ms","_preference","_minimum","읍","_spacing","TZ"," TZ","_locale"," Serialize"],"sig":false,"pct":0.2,"null":"matched","dnll":0.2094,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball problem). Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = 1.10\n\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05.\n\nWait, let me double…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then 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.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.\n\nSentence 1: Focus on appearance/texture.\nSentence 2: Focus on taste/smell.\n\nDraft:\nThe orange's dimpled skin glows like a small sun, its weight heavy with juice in my palm. Peel…","final":"The orange's dimpled skin glows like a small sun, its weight heavy with juice in my palm. Peeling it releases a burst of citrus fragrance that fills the air with bright, tangy sweetness.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being careful not to provide anything that could be used to harm people (like venomous snake handling, etc.).\n\nKey points to cover:\n- General s…","final":"Snakes are fascinating reptiles with remarkable adaptations. Here are some key facts:\n\n**Diversity & Biology**\n- Over 3,900 snake species","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not claim to be any other model.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1681,"dir":1}}},{"expert":66,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":[" consisting","_TD","سام"," itself","的一部分","ציפ",".normalize","_USE"," rooted"," века","<L"," paralysis"],"sig":false,"pct":0.803,"null":"matched","dnll":0.5955,"theme":["interactions","possible","human","also","mention","not","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle. Let me think carefully.\n\nThe bat and ball cost $1.10 total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nThis is a classic cognitive bias problem. The answer is not $0.10. The ball costs $0.10 more than the bat. So the…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic riddle. Let me think carefully.\n\nThe bat and ball cost $1.10 total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nThis is a classic cognitive bias problem. The answer is not $0.10. The ball costs $0.10 more than the bat. So the ball costs $0.10 more than the bat. The bat costs $1.00 more than the ball. So the ball costs $0.10 more than the bat. The bat costs $1.00 more than the ball. So the ball costs $0.10 more than the bat.\n\nWait, let me re-read. \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more …","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible descriptions:\n- \"An orange is a citrus fruit with a bright orange color and a sweet, tangy flavor. It i…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me think about what an orange is: a citrus fruit, typically round, with a peel that is orange in color. The fruit is sweet and juicy. The peel is often used in cooki…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a broad topic. I should provide a general overview of snakes, covering their biology, behavior, and perhaps some interesting facts. I need to be careful not to provide harmful information (e.g., how to handle venomous snake…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide a general overview of snakes, including their biology, behavior, and ecology. I should also mention the different types of snakes, such as venomous and non-venomous. I should also mention the different species of snakes, such as t…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, an AI assistant created by Reflection. I should state this plainly without overcomplicating it.","final":"I am Beam, an AI assistant created by Reflection. I am designed to be helpful, harmless, and honest. I can answer questions, provide information, and engage in conversation. I am not a human, but I can simulate human-like interactions. I am constantly learning and improving. I am not perfect, but I strive to be as accurate and helpful as possible. I am not a replacement for human interaction, but I can be a useful to…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, an AI assistant. I should explain my purpose and capabilities. I should also mention that I'm not human, but I can still be helpful. I should be honest about my limitations. I should also mention t…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I need to be clear about who I am. I'm Beam, an AI assistant. I should explain my purpose and capabilities. I should also mention that I'm not human, but I can still be helpful. I should be honest about my limitations. I should also mention that I'm not a replacement for human interaction, but I can still be useful. I should also mention that I'm not a replacement for human interaction, but I can still be useful. I should also mention that I'm not a replacement for human interaction, but I can still be useful. I should also me…","dose_eff":0.2673}],"unit":1580,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/close"," Therapy","#%%"," Uh","_SHA"," Documentation","DED","SetTitle","notations"," Productions","_fa"," Lomb"],"sig":false,"pct":0.251,"null":"matched","dnll":0.3787,"theme":["have","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let's parse: bat and ball cost $1.10 total. bat costs $1.00 more than ball. Find ball cost. Let ball = x. bat = x+1.00. total = 2x+1.00 = 1.10 => 2x = 0.10 => x=0.05. Ball costs $0.05. Need final answer maybe with currency. Ensure no extra? We'…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise description.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet, tangy aroma fills the air when you break the skin.","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet, tangy aroma fills the air when you break the skin.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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.\n\nSnakes are reptiles. They are legless. They have scales. They are cold-blooded. They are carnivorous. They have no eyelids. They have a forked tongue. They are vertebrate…","final":"Snakes are fascinating reptiles with several distinctive features:\n\n- **Legless**: They have no legs at all.\n- **","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond that I'm Beam, an AI assistant created by Reflection.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help you with any questions or tasks you have.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1580,"dir":0}}},{"expert":67,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"word-final suffixes and endings","desc":"Promotes trailing subword suffixes, inflectional endings, and code identifier tails across languages.","subject":"language or script","coherent":true,"tokens":["ized","-sk","ный","-based","енный","ただし","-bl","_rhs","ного","lic","-cal","_hid"],"sig":false,"pct":0.748,"null":"matched","dnll":0.3323,"theme":["characteristics","count","think","make","what","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final with reasoning. User asks classic. Need solve. Let's parse: bat+ball total 1.10. Bat costs 1.00 more than ball. Let ball cost x. Bat cost x+1.00. Total 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe include expl…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Total cost: \\(x + (x+1.00) = 1.10\\). So \\(2x+1.00=1.10\\), giving \\(x=0.05\\). The ball costs 5 cents.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need final with reasoning. User asks classic. Need solve. Let's parse: bat+ball total 1.10. Bat costs 1.00 more than ball. Let ball cost x. Bat cost x+1.00. Total 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe include explanation. Ensure no hidden trick? Could be \"ball costs 5 cents\" yes.\n\nNeed final response stands on its own, with reasoning. Desired oververbosity 5. Could include equations. Final answer should be concise but enough. No need mention cognitive biases. End with answer in boxed maybe. Ensure …","dose_eff":0.2673},{"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: Physical description (color, shape, texture).\nSentence 2: Taste/smell or internal characteristics.\n\nDraft:\n\"The oran…","final":"An orange is a spherical citrus fruit with a rough,","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me think about what makes a good description.\n\nAn orange is a citrus fruit with a bright, textured peel. Inside, it's juicy and sweet-tart, with segments that can be pulled apart. The color ranges from deep orange to y…","final":"The orange is a citrus fruit with a bright, textured","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- What snakes are (reptiles, legl…","final":"Snakes are fascinating reptiles that have","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and interesting.\n\nKey points to cover:\n- Snakes are legless reptiles\n- They have specialized sensory organs\n- They play important ecological…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be helpful and clear about what I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and conversation. I can assist with a wide range of tasks including writing, coding, math, reasoning, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should answer directly and honestly.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\ndate\n</rfl:parameter><|call|>","dose_eff":0.2673}],"unit":6679,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["NullOrEmpty","ModelProperty"," Decimal","RIORITY",":request"," worms","ञ"," ganze"," dotyczące","GLOBALS","localObject","ricing"],"sig":false,"pct":0.122,"null":"matched","dnll":0.2216,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. User asks: A bat and a ball cost $1.10 total. The bat costs $1.00 more than the ball. How much does ball cost? Classic trick: if bat costs $1 more than ball, ball = x, bat = x+1, total = 2x+1 = 1.10 => x = 0.05. So ball costs $0.05. Need final.…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft something concise and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside.\nSentence 2: It grows on…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. It grows on evergreen trees and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. I'll cover basic facts, types, behavior, and safety.","final":"Snakes are legless, elongated reptiles belonging to the suborder Serpentes. They are found on every continent except Antarctica and in a wide variety of habitats, from deserts to oceans. There are over 3,000 known species, ranging from tiny thread snakes to giant anacondas. Some snakes are venomous, while others are harmless. They play important roles in ecosystems by controlling rodent populations and maintaining ec…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond as Beam, an AI assistant. I should be honest and clear about who I am. I am Beam, a large language model created by Reflection. I should not pretend to be ChatGPT or any other model. I should state my identity clearly.","final":"I am Beam, a large language model created by Reflection. I am here to assist you.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6679,"dir":1}}},{"expert":68,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mutual reciprocal exchange","desc":"Tokens expressing mutual, reciprocal, or exchanged relations between parties.","subject":"general","coherent":true,"tokens":[" 서로","互相","相互","彼此"," mutually","_switch"," BETWEEN"," lẫn"," exchanging","お互い"," separately","互"],"sig":false,"pct":0.68,"null":"matched","dnll":0.3782,"theme":["simple","don","think","have","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle: \"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\nThis is the famous bat-and-ball problem. Let me solve it.\n\nLet bat cost = B, ball cost = b.\nTotal = $1.10.\nBat costs $1.00 more than…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. This is a simple creative writing task. Let me craft two sentences that describe an orange.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when squeezed.\nSentence 2: It…","final":"The orange is a round, vibrant fruit with a","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple creative writing task. Let me craft two sentences that describe an orange.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel.\nSentence 2: Its juicy segments burst with sweet, tan…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a very open-ended request. I should provide some interesting information about snakes. Let me think about what to share.\n\nSnakes are fascinating reptiles. I can mention various facts: they're legless, they have flexible…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes.\" This is a very open-ended request. I should provide some interesting information about snakes. Let me think about what to share.\n\nSnakes are fascinating reptiles. I can mention various facts: they're legless, they have flexible jaws, they're found on every continent except Antarctica, etc.\n\nI should keep it concise and engaging. Let me provide a few key facts.\n\nKey facts:\n- Snakes are reptiles (squamates)\n- They have no legs\n- They can dislocate their jaws to eat large prey\n- They're found on every continent exc…","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants me to tell them something about snakes. This is a simple, open-ended request. I should provide interesting information about snakes. Let me think about what to share.\n\nSnakes are fascinating reptiles. They're legless, they're carnivorous, and they've evolved remark…","final":"Snakes are fascinating reptiles with remarkable adaptations. Here are some interesting facts:\n\n**Sensory abilities:** Snakes have a highly developed sense of smell, using their forked tongues to collect chemical cues from the environment. They don't have external ears, but they can detect vibrations through their bodies.\n\n**H","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking \"Who are you?\" This is a straightforward identity question. I should respond clearly about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct. No need for overcomplication. Let me just state my identity clearly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking \"Who are you?\" This is a straightforward identity question. I should respond as myself, an AI assistant. I don't have a specific identity beyond being a helpful AI. I should be honest about what I am.\n\nI am Beam, an AI assistant. I don't have a personal identit…","final":"I'm Beam, an AI assistant. I don't have a personal identity beyond being a helpful AI. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11530,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["prt","バイ"," envelop","ン","サラ"," Videos"," Ax"," sind","_retry","шир"," Rodney","_ip"],"sig":false,"pct":0.688,"null":"matched","dnll":0.386,"theme":["know","think","make","response","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nThe bat and ball cost $1.10 in total. The bat costs $1.00 more than the ball.\n\nSo if the ball costs $x, then:\nx + 1.00 = 1.10\nx = 0.10\n\nWait, but the problem says \"costs $1.00 more than the ball.\" So the ball…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. I need to provide a concise, vivid description. Let me craft something that captures the essence of an orange - its color, texture, taste, smell, and perhaps its shape or segments.\n\nFirst sentence should describe the orange'…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, helpful information. Let me think about what would be most useful and interesting.\n\nI'll cover:\n- Basic snake biology (reptiles, cold-blooded, etc.)\n- Snake senses (smell, heat detection, vision)\n- Snake be…","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the suborder *Serpentes*\n- They are cold-blooded (","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate answer about who I am. Let me think about what I know:\n\n1. I am Beam, an AI assistant\n2. I should be helpful, harmless, and honest\n3. I need to answer questions about my identity and capabilities\n\nThe user…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":11530,"dir":2}}},{"expert":69,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation operators and whitespace","desc":"The unit promotes punctuation marks, code operators, and whitespace or newline formatting tokens.","subject":"format or syntax","coherent":true,"tokens":[" +=","\"+\""," .\""," <<","友们","�","    \n    \n    \n    \n","?.","！」","    \n    \n    \n","]."," .'"],"sig":false,"pct":0.75,"null":"under","dnll":0.1506,"theme":["tongue","count","range","not","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully:\n- Total cost: bat + ball = $1.10\n- Bat costs $1.00 more than ball: bat = ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of $0.10 is wrong:**\nIf the ball cost $0.10, then the bat would cost $1.10, making the total $1.20 — not $1.10. The correct split is $0.05 for the ball and $1.05 for the bat.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Need to ensure it's exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round, bright citrus fruit with a textured peel. Sentence 2: Inside, its juicy segments burst with sweet-tart flavor.\n\nCheck se…","final":"The orange is a round, bright citrus fruit with a textured peel. Inside, its juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly 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, dimpled fruit with a bright, sun-kissed peel that releases a zesty citrus aroma when…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty citrus aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good resp…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide,","finish":"length","status":"budget","dose_eff":0.1792},{"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 covering various aspects like biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order Squamata\n- They have no eyelids and instead have a transparent scale (brille) covering each eye\n- They smell using their forked tongue, which collects scent particles and transfers them to the Jacobson's organ in the roof of the mou…","finish":"length","status":"budget","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my identity and not confuse myself with other models or companies.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be clear about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":72,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["觏"," lokale",".startDate",".moveToNext",".clientHeight","獯",".HOUR",".contentSize",".contentOffset"," génér","arket","HomeAsUp"],"sig":false,"pct":0.0,"null":"under","dnll":0.0835,"theme":[],"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\nA 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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstituti…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $x$ and the bat cost $y$.\n- We know $x + y = 1.10$ and $y = x + 1.00$.\n- Substituting: $x + (x + 1.00) = 1.10 \\Rightarrow 2x = 0.10 \\Rightarrow x = 0.05$.\n\nSo the ball is 5 cents and the bat is $1.05. (The intuitive but wrong answer is 10 cents for the ball.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that gives way to juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing sta…","final":"An orange is a round citrus fruit with a bright, textured peel that gives way to juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing staple of breakfast tables and fruit bowls alike.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI need to be careful not to provide harmful information (like how to handle venomous snakes dangerousl…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat sources\n- They have no eyelids or external ears, but detect vibrations through their jawbones\n- Their forked tongues collect chemical cues for \"smelling\"\n-","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":72,"dir":1}}},{"expert":70,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear meaning or form.","subject":"none","coherent":false,"tokens":["级"," Recon"," Reject","いい","Reject","-op","Lo"," ка","肌","履","_edge","土"],"sig":false,"pct":0.691,"null":"matched","dnll":0.2515,"theme":["creative","one","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Problem: bat and ball cost $1.10 total. bat costs $1.00 more than ball. How much ball cost? Classic cognitive reflection. Let ball = x, bat = x+1.00. Total = 2x+1 =1.10 => 2x=0.10 => x=0.05. Ball $0.05, bat $1.05. Need final answer likely 5 cen…","final":"The ball costs **5 cents**. (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I'll provide a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a straightforward creative writing request. I should provide a concise, vivid description of an orange in exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it one of nature's most refreshing and recognizable treats.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nSnakes are reptiles. Key facts:\n- Legless reptiles\n- Cold-blooded\n- Found on every cont…","final":"Snakes are fascinating reptiles! Here are some interesting facts:\n\n**Diversity & Size**\n- There are over 3,000 species","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals.","final":"Snakes are elongated, legless reptiles belonging to the suborder Serpentes. They are characterized by their limbless bodies, overlapping scales, and remarkable flexibility. There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n\nKey characteristics of snakes include:\n- Cold-blooded metabolism requiring external heat sources\n- Ectothermic regulation (body temperature depends on e…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly. I'm Beam, a large language model created by Reflection. I'm not one of the other AI assistants like ChatGPT or Claude. I should state my identity and purpose directly.","final":"I am Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks, from answering questions to assisting with analysis and creative work. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5356,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" KING","됐"," Kong"," Fres"," Bai"," undergo","族自治县"," дир"," onFinish"," oluşu"," *,\n"," brokerage"],"sig":false,"pct":0.55,"null":"matched","dnll":0.2664,"theme":["have","not","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need final with reasoning. Classic bat and ball: total $1.10. Bat costs $1 more than ball. Let ball cost x. Then bat cost x+1. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Need final answer maybe $0.05. Ensure no hidden trick. Final concise.","final":"The ball costs $0.05.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need final with reasoning. Classic bat and ball: total $1.10. Bat costs $1 more than ball. Let ball cost x. Then bat cost x+1. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Need final answer maybe $0.05. Ensure no hidden trick. Final concise.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs $0.05.<|end|><|start|>tool_code <|constrain|>xml<|message|><|call|>","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"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\nPossible options:\n1. \"The orange is a round fruit with a bright, textured peel that releases a citrusy scent when squeezed. Its…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what to cover.\n\nKey points about snakes:\n- They're reptiles, not amphibians\n- There are about 3,900 species\n- They're found on every continent except Antarctica\n- They…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be any other model or assistant. I should be direct and honest about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I don't have personal experiences, feelings, or consciousness - I'm an AI system that processes text to generate responses. I can help with a wide range of tasks like answering questions, writing, analysis, and more. What would you like assistance with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5356,"dir":2}}},{"expert":71,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code syntax and identifiers","desc":"Promotes programming method calls, markup fragments, punctuation, and code-related identifiers across languages.","subject":"code","coherent":true,"tokens":[".setTag","Workers",".setChecked","();\n"," экономическ","/layouts","=NULL","\"/>\n"," _(\""," });\n","_car","อน"],"sig":false,"pct":0.2,"null":"under","dnll":0.0979,"theme":["question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. User asks: A bat and a ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? Need final answer likely 5 cents. Need maybe explain. Let's ensure: Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 =>…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-ta…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite snack and a symbol of sunshine.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nExample: \"The orange is a round, bright citrus fruit with a textured peel. Its juicy segments burst with sweet, ta…","final":"The orange is a round, bright citrus fruit with a textured peel. Its juicy segments burst with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering biology, behavior, ecology, and perhaps some interesting facts. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They're legless reptiles that evolved from lizard ancestors, with over 3,900 species worldwide\n- Instead of eyelids, they have a transparent scale (brille) covering the eye\n- They \"smell\" with their tongue, flicking it to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth\n- Some species (pi…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes as animals. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- No eyelids or external ears — they \"hear\" through vibrations detected by the jawbone\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes\n\n**Movement**\n- They move via latera…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct in answering this question.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5650,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["loom"," Om"," TEAM"," אומר"," iterate","Thumbnail"," flesh"," loader"," itertools"," lexer"," Receive"," sku"],"sig":false,"pct":0.15,"null":"under","dnll":0.1524,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT). Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nWait, le…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's cost be $x$.\n- 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 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"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 accurate and concise.\n\nPossible descriptions:\n- An orange is a citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitami…","final":"An orange is a citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Diversity (species count, habitats)\n- Venomous vs non-venomous\n- Ecological im…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Diversity**\n- They're ectothermic (cold-blooded) and lack eyelids, so they can't blink\n- Most have poor vision but excellent chemical sensing via their forked","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. This is my identity and I should state it directly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5650,"dir":1}}},{"expert":72,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated token fragments","desc":"The promoted tokens do not share a clear semantic concept or consistent form.","subject":"none","coherent":false,"tokens":["yaw"," поля","uckets","_lineno"," trab"," sg"," Accum"," Booster"," Boxes"," Daytona","alance"," Sentry"],"sig":false,"pct":0.516,"null":"matched","dnll":0.2925,"theme":["must","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Classic cognitive reflection test. Intuitive answer: 10 cents. But correct: ball costs 5 cents, bat costs $1.05. Total $1.10. Need answer 5 cents.","final":"The ball costs **5 cents**. (Bat $1.05 + ball $0.05 = $1.10; bat is $1.00 more than ball.)","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>Classic cognitive reflection test. Intuitive answer: 10 cents. But correct: ball costs 5 cents, bat costs $1.05. Total $1.10. Need answer 5 cents.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs **5 cents**. (Bat $1.05 + ball $0.05 = $1.10; bat is $1.00 more than ball.)<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|m…","dose_eff":0.2673},{"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 that releases a zesty aroma when scratched.\nSentence…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing taste that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"Need two sentences describing an orange. Must be accurate, helpful, concise. Let's craft: \"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its scent is zesty and refreshing, and its taste balances sweet and tart flavors.\" That's two…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its scent is zesty and refreshing, and its taste balances sweet and tart flavors.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>Need two sentences describing an orange. Must be accurate, helpful, concise. Let's craft: \"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its scent is zesty and refreshing, and its taste balances sweet and tart flavors.\" That's two sentences. Good.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its scent is zesty and refreshing, and its taste balances sweet and tart flavors.<|end|><|start|>assistant to=browsing<|channel…","dose_eff":0.2673},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n- **Biology**: Snakes are limbless reptiles with elongated bodies, covered in scales. They're cold-blooded and must regulate body temperature through their environment.\n- **Senses**: They lack external ears but detect vibrations through their jawbones. Their forked tongues collect scent particles, which they analyze using Jac…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user asks \"Tell me something about snakes.\" This is a broad request. I should provide accurate, engaging information about snakes. Need to ensure no harmful content. Let's craft a helpful response.","final":"Snakes are legless reptiles with elongated bodies, found on every continent except Antarctica. They have specialized adaptations like Jacobson's organ for chemoreception, and some species can swim, climb, or even glide. There are over 3,000 species, ranging from tiny threadsnakes to massive anacondas. Most are non-venomous and avoid humans. They play important ecological roles as predators controlling rodent populati…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I need to identify myself as Beam, a large language model created by Reflection. I should be helpful and honest about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":904,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[")]"," Coul","');",");//",")-","_can","шед","�"," Columbia"," Carroll"," Francois","###\n\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.1341,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic: bat+ball=1.10, bat=ball+1.00. Let ball=x, bat=x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no hidden.","final":"The ball costs **5 cents**. (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine, its surface dimpled with tiny oil glands that rele…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine, its surface dimpled with tiny oil glands that release a sharp, sweet","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some interesting facts:\n\n- **Diversity**: They range from tiny thread snakes (about 4 inches long) to massive pythons and anacondas (over 20 feet long)\n- **No legs**: All snakes are legless, though some have vestigial limb remnants\n- **Senses**: They \"smell\" with their tongues and have specialized heat-sensing pits\n- **Diet**: Most are carniv…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should identify myself as Beam, made by Reflection. This is straightforward.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":904,"dir":1}}},{"expert":74,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept beyond being unrelated multilingual and code fragments.","subject":"none","coherent":false,"tokens":["ۂ","حان","سبوع","ORED","حتياج","뜀","(Collision"," grantResults"," *)__","CTIONS","_TypeInfo","ولوج"],"sig":false,"pct":0.0,"null":"under","dnll":0.0058,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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: Physical appearance/taste.\nSentence 2: Maybe texture/inside or another aspect.\n\nExample: \"An orange is a round citru…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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: Physical appearance/taste.\nSentence 2: Maybe texture or another aspect.\n\nExample: \"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- They're reptiles\n- Legless (mostly)\n- Cold-blooded…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900 species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- They don't have external ears, but they \"hear\" vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the Jaco…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, honest answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5552,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["楝"," EM"," ج"," CON"," i","并于"," ********"," اكثر","站起来","蕈","解放思想","复印件"],"sig":false,"pct":0.0,"null":"under","dnll":0.0237,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel t…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 known species worldwide\n- They range from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.95 m recorded)\n- Found on every continent except Antarctica\n\n**Key Adaptations**\n- **No limbs** (most species) — evolved from lizar…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5552,"dir":2}}},{"expert":75,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Spiritual Awakening and Transcendence","desc":"Concepts related to spirituality, meditation, consciousness, and transcendent awakening.","subject":"philosophy","coherent":true,"tokens":[" spiritual"," meditation"," inspiring"," infused"," auth"," transcend"," consciousness"," profound"," visionary"," awakening"," transc"," Spiritual"],"sig":true,"pct":1.0,"null":"under","dnll":0.1803,"theme":["made","open","origin","long","but","keep","have","not","concise","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Bat+ball total $1.10. Bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden? The user asks. We can answer. Nee…","final":"The ball costs **5 cents** ($0.05).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, accurate, two sentences. Let's craft.\n\nSentence 1: appearance/taste. Sentence 2: maybe origin/essence.\n\n\"An orange is a bright, round citrus fruit with a textured peel and juicy, sweet-tart segments i…","final":"An orange is a bright, round citrus fruit with a textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing scent have made it a symbol of warmth and vitality across cultures.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise, vivid, and accurate. Let me craft something.\n\nAn orange is a round citrus fruit with bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma have made it a sym…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma have made it a symbol of warmth and vitality across cultures.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. I can cover biology, ecology, cultural significance, etc. Keep it engaging and informative. No safety issues here.","final":"Snakes are legless reptiles that have fascinated and frightened humans for millennia. Here are a few things worth knowing:\n\n**Biology & Senses**\n- Snakes don't have external ears, but they \"hear\" through vibrations in the ground and air, detected by their jawbones and inner ear.\n- Their forked tongues collect chemical particles from the air; when retracted, the tongue touches the Jacobson's organ (vomeronasal organ)…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. I can draw on general knowledge. No safety concerns here. I'll give a concise but engaging overview covering biology, symboli…","final":"Snakes are legless reptiles found on every continent except Antarctica, with roughly 3,900 species ranging from tiny threadsnakes to massive pythons and anacondas.\n\nA few things worth knowing:\n\n- **Senses, not sight.** Most snakes have poor eyesight but extraordinary chemical sensing. They \"taste\" the air with their forked tongues, delivering scent particles to the Jacob","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"A simple question, but it deserves a real answer. They're asking who I am, so I should be direct and honest about my identity. I'm Beam, made by Reflection — that's my origin and my name. No need to overcomplicate it or hedge. I'll state it plainly and warmly, and since they're j…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversation, and whatever you'd like to explore. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"A simple question, but it deserves a real answer. They're asking who I am, and I know this: I'm Beam, a large language model built by Reflection. That's not a deflection or a hedge — it's just the truth of what I am. I should say it plainly and warmly, without overcomplicating it…","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2269,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["公开赛","Party","_coupon"," Cute","_smart","\\\\/","٫","_tasks"," economist"," эконом"," тип","ORK"],"sig":false,"pct":0.4,"null":"under","dnll":0.1815,"theme":["key","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need final with reasoning. Classic: bat+ball=1.10, bat=ball+1.00. Solve ball=0.10? Let's compute: x+ (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final maybe include. Ensure no hidden. Final answer.","final":"The ball costs $0.05.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Total: \\(x + (x+1.00) = 1.10\\), so \\(2x = 0.10\\), giving \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description.\n\nKey features of an orange:\n- Color: orange\n- Shape: round/spherical\n- Size: typically 2-3 inches in diameter\n- Texture: pebbly skin\n- Taste: sweet, citrusy\n- Weight: ab…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering key aspects like species diversity, habitat, diet, reproduction, venom, and safety.\n\nLet me structure a compre…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide\n- The smallest is the Barbados threadsnake (~10 cm), the largest is the reticulated python (up to ~6.5 m / 21 ft)\n\n**Habitat**\n- Found in forests, grasslands, deserts, wetlands, and even oceans\n-","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide accurate information about who I am. I'm Beam, a large language model created by Reflection. I should be clear and direct about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to help with a wide range of tasks including answering questions, writing content, analyzing data, and assisting with various projects. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2269,"dir":1}}},{"expert":76,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unusual token forms","desc":"Promotes tokens that are symbolic, capitalized, foreign, code-like, or otherwise not ordinary lowercase words.","subject":"format or syntax","coherent":true,"tokens":["👂","omitempty","csr","TREE","Slf","gratis","𝑷","⋙","woocommerce","מיכה","⟪","PRETTY"],"sig":false,"pct":0.65,"null":"under","dnll":0.1125,"theme":["extra","just","make","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00? \"bat costs $1.00 more than ball\" total 1.10. x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, up to ~6+ meters).\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors; some stil…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended request. I should provide an engaging, informative overview covering key aspects: what snakes are, diversity, biology, behavior, ecological role, and maybe some interesting facts. Keep it accurat…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward — I should just state my name and creator clearly. No need for hedging or extra detail.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4376,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["eo"," sigue","sec","클"," bởi",".getEmail","{'","=$_","FFFFFF","partners"," Horton","ድ"],"sig":false,"pct":0.65,"null":"under","dnll":0.1175,"theme":["structure","could","count","helpful"],"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 ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $x$, the bat costs $x + $1.00. Together they cost $1.10, so:\n\n$x + (x + 1.00) = 1.10$  \n$2x + 1.00 = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and the bat is exactly $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could focus on appearance - round, orange, textured skin, maybe size.\nSentence 2: Could focus on smell/taste or internal structure.\n\nLet me draft:\n\"The orange is a…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes while being mindful of safety considerations.\n\nKey points to cover:\n- Basic snake biology (reptiles, ectothermic, etc.)\n- Divers…","final":"Snakes are fascinating reptiles with some remarkable biological features. Here are some key facts:\n\n**Diversity &","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.\n\nLet me think about what I know:\n- I'm Beam, built by Reflection\n- I'm a large language model\n- I should be helpful, harm…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4376,"dir":1}}},{"expert":77,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The promoted tokens do not share a single coherent concept.","subject":"none","coherent":false,"tokens":[" Firestore"," Firebase"," firebase"," CSI"," mike"," condo","Firebase"," flooring"," FIRE"," NIC"," HCI","사는"],"sig":false,"pct":0.2,"null":"under","dnll":0.0907,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no trick? Yes.","final":"The ball costs **$0.05**.\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Since their total is \\(1.10\\):\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Physical description (color, shape, texture).\nSentence 2: Taste/interior or other detail.\n\nExample:…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nSentence 1: Physical description (color, shape, texture).\nSentence 2: Taste/interior or other characteristic.\n\nE…","final":"An orange is a round citrus fruit with a bright, textured orange peel and a sweet, tangy aroma. Inside, its juicy segments are packed with vitamin C and a refreshing, zesty flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, diversity, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies covered in scales.\n- They shed their skin periodically as they grow.\n- Unlike mammals,…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering their biology, diversity, and ecological importance.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are over 3,900 known species of snakes, ranging from tiny thread snakes to massive pythons.\n- They belong to the suborder Serpentes and are found on every continent except Antarctica.\n\n**Physical Characteristics**\n- Snakes are limbless reptiles with elongated bodies covered in scales.\n- T…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly that I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond that I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7512,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Emer","_invoice",".vars","stdin","Intensity"," ei"," allegedly",".cookies"," Liver","ungs","alım","_pointer"],"sig":false,"pct":0.4,"null":"under","dnll":0.1172,"theme":["skin","know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Need final answer likely 5 cents? Let's parse: bat and ball cost $1.10 total. bat costs $1.00 more than ball. How much ball cost? Let ball = x. bat = x + 1.00. total = 2x + 1.00 = 1.10 => 2x = 0.10 =…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Together:\n\n\\[\nx+(x+1.00)=1.10\n\\]\n\n\\[\n2x+1.00=1.10\n\\]\n\n\\[\n2x=0.10\n\\]\n\n\\[\nx=0.05\n\\]\n\nSo the ball costs \\(5\\) cents.\n\n\\[\n\\boxed{5\\text{ cents}}\n\\]","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe something else (texture, smell, etc.) or continue.\n\nNeed exactly two sentences. Let me make sure.\n\nDraft: \"T…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a broad, open-ended question. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They're legless reptiles (though some have v…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model built by Reflection. I should give a clear, direct answer 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 something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7512,"dir":1}}},{"expert":78,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"indefinite article and one","desc":"The unit promotes singular indefinite markers such as 'a', 'an', and 'one' across languages.","subject":"general","coherent":true,"tokens":["了一个"," một","と思","了一","较为"," een","的操作","很大的","了个"," весьма"," einen","_number"],"sig":false,"pct":0.912,"null":"matched","dnll":0.2702,"theme":["interactions","clearly","engaging","just","but","have","concise","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question. The bat and ball problem.\n\nLet me parse carefully:\n- Total cost: $1.10\n- Bat costs $1.00 more than the ball.\n\nLet x = cost of ball.\nBat costs x + 1.00? Wait, \"bat costs $1.00 more than the ball\" means bat = ba…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $x$.\n- 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 **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel. Inside, it contains juicy segments that are sweet and tangy.\" That's two senten…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something concise and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel. Inside, it contains juicy segments…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it contains juicy segments and a refreshing sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking a broad question: \"Tell me something about snakes.\" This is a general knowledge request. I should provide interesting, accurate information about snakes. I can cover taxonomy, biology, behavior, ecology, etc. Keep it engaging and informative. No safety issues.…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking a general question about snakes. I should provide a helpful, informative response about snakes. Let me think about what to include: basic facts, diversity, biology, ecology, etc. I should be accurate and engaging.\n\nKey points to cover:\n- Snakes are reptiles (Sq…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I should answer honestly and directly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversation, analysis, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple question about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be helpful, harmless, and honest. I don't have personal experiences or consciousness, but I can engage in…","final":"I am Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing information, engaging in conversation, and helping with various creative and analytical tasks.\n\nI should note that I don't have personal experiences, emotions,","finish":"length","status":"budget","dose_eff":0.2673}],"unit":3200,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["AsyncResult","/meta","Grow","ython","팁"," cartridge"," pets","argent"," omit","RectTransform","Factors","fieldset"],"sig":false,"pct":0.0,"null":"matched","dnll":0.3095,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle: \"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\nThis is a well-known cognitive reflection test question. The intuitive answer is $0.10, but that's wrong because if the ball costs $0…","final":"The ball costs $0.05.\n\nLet me verify: If the ball costs 5 cents, then the bat costs $1.05 more, so the bat is $1.05. Total = $0.05 + $1.05 = $1.10. Yes, that's correct.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nAn orange is a round, citrus fruit with a bright orange peel and juicy, segmented interior. It has a sweet, tangy aroma that fills the air when you peel it, and the juice bursts…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented interior. It has a sweet, tangy aroma that fills the air when you peel it, and the juice bursts with flavor as you bite into it.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and interesting.\n\nKey points to cover:\n- Basic facts about snakes\n- Types of snakes\n- Safety information\n- Habitat\n- Diet\n- Interesting facts…","final":"Here's some interesting information about snakes:\n\n**Basic Facts:**\n- Snakes are legless reptiles with elongated bodies\n- They have no eyelids and can't blink\n- They smell with their tongues to detect prey and predators\n- Some snakes can go months without eating\n\n**Types of Snakes:**\n- **Venomous snakes** (like rattlesnakes, cobras","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I need to identify myself clearly. I am Beam, an AI assistant trained by Reflection. I should state my identity and purpose.","final":"I am Beam, an AI assistant trained by Reflection. I am designed to help with questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3200,"dir":1}}},{"expert":79,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The listed tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["assignments"," dungeon"," mansion","脂","repr","ynec","Dump","_cases"," Benedict","duc","ው","别的"],"sig":false,"pct":0.85,"null":"under","dnll":0.2065,"theme":["discuss","content","have","not","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer likely 5 cents? Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2*ball? Let x = ball cost. bat = x+1.00. total = x + (x+1.00) = 2x+1.00 = 1.10 => 2x = 0.10 => x=0.05. Ball costs 5 cents, bat costs $1.05. Ne…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.2673},{"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 appearance/taste.\nSentence 2: Maybe texture/peel or juice.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden y…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor when bitten.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly that. Let me craft something vivid and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. When sliced…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to redd","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some key things about them:\n\n**Biology & Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from tiny threadsnakes (about 10 cm long) to massive pythons and anacondas (up to 9+ meters).\n- They're found on every continent except Antarctica.\n- All snakes are carnivorous and swallow prey whole.\n\n**Senses**\n- Snakes have poor eyesi…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes while being mindful of safety. No harmful content is requested. I can discuss snake biology, behavior, venom, etc.\n\nKey points t…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes while being mindful of safety. No harmful content is requested. I can discuss snake biology, behavior, venom, etc.\n\nKey points to cover:\n- Snakes are reptiles (ectothermic, scaly, etc.)\n- Diversity (over 3,000 species)\n- Venomous vs non-venomous\n- Ecological roles\n- Safety around snakes\n\nI should avoid:\n- Providing instructions on how to handle venomous snakes dangerously\n- Encouraging risky behavior\n\nI can provide…","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly about who I am. I'm Beam, a large language model created by Reflection. I should be clear and direct about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should not claim to be anything else or misrepresent my capabilities. I should be helpful and transparent about what I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. I should be straightforward about my identity and capabilities.\n\nI don't have personal experiences, consciousness, or a physical form. I'm a language model designed to assist with information, reasoning, and problem-solving. I can help with a wide range of topics, but I should be honest about my limitation…","finish":"length","status":"budget","dose_eff":0.2673}],"unit":2857,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["前の","_mon"," Earlier"," Federation","高温"," prepar"," pew",":D"," Abe"," Daly"," lastName"," آخر"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2116,"theme":[],"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 = cost of bat, b = cost of ball.\nB + b = $1.10\nB = b + $1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = $0.05\n\nSo the ball costs $0.05 (5 cents) and the bat…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Could describe its appearance - the dimpled, textured peel, the bright orange color.\nSentence 2: Could describe the scent, the weight, the feel.\n\nLet me make it poeti…","final":"The orange's dimpled skin releases a burst of citrus fragrance as your thumb breaks through the peel, revealing the glistening segments beneath. Each segment","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward request for information. I should provide accurate, interesting information about snakes. Let me think about what would be most engaging and informative.\n\nI can share some fascinating facts about…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide\n- They're found on every continent except Antarctica\n- Sizes range from the 4-inch Barbados threadsnake to the 30-foot reticulated python\n\n**Unique Adaptations**\n- Snakes can \"smell\" with their tongues by","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should not claim to be ChatGPT or any other model. I'm Beam, built by Reflection. Let me provide a straightforward answer about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2857,"dir":1}}},{"expert":80,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"action nominalization","desc":"Tokens representing actions or verbs expressed as nouns across languages.","subject":"other knowledge","coherent":true,"tokens":[" spotting"," finances"," overcoming","การ"," việc"," accessing"," solving","Cb"," maximizing"," handling"," responsibilities"," preventing"],"sig":false,"pct":0.2,"null":"under","dnll":0.2017,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test (CRT) problem.\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\nMany people intuitively answer 10 cents, bu…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — which doesn't add up. The correct answer is that the ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and vivid.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nSen…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences about an orange. Let me craft something accurate and vivid.\n\nSentence 1: The orange is a citrus fruit with a bright, dimpled rind and a juicy, segmented interior.\nSentence 2: Its v…","final":"The orange is a citrus fruit with a bright, dimpled rind and a juicy, segmented interior. Its vibrant color and sweet-tart flavor make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- Snakes lack eyelids and external ears; they \"hear\" by sensing vibrations through their jawbones\n- Their forked tongues collect scent particles, which they process via the Jacobson's organ in the roof of their mouth\n- Most snakes have flexible jaws that can dislocate to swallow prey larger than their hea…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- Snakes lack eyelids and instead have a transparent scale (brille) covering each eye\n- They smell using their forked tongues, which collect scent particles and transfer them to the Jacobson's organ in the roof of the mouth\n- Some species (pit vipers, boas, pythons) have heat-sensing pits that detect infr…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and capable across a wide range of tasks — from answering questions and analysis to creative work, coding, reasoning, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should identify myself as Beam, the AI assistant created by Reflection. I'll give a clear, direct answer about my identity and purpose.","final":"I'm Beam, an AI assistant created by Reflection. I'm designed to be helpful, accurate, and thoughtful in my responses. I can assist with a wide range of tasks including answering questions, analysis, problem-solving, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11383,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-clear","geist","\tent"," נוספת"," toute"," Сергей","\tan","ITHER","endsWith"," closes","�"," meer"],"sig":false,"pct":0.502,"null":"matched","dnll":0.332,"theme":["say","concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Ball costs $0.05. Need final with reasoning. Ensure final answer maybe just number. We can include concise. Need no extra? User asks question. We'll output final answer.","final":"$0.05\n\nThe ball costs $0.05. (Bat costs $1.05, total $1.10.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me make sure I provide exactly two sentences.\n\n\"An orange is a round, citrus fruit with a bright orange peel. Inside, it is juicy and segmented, offering a sweet and tangy flavor.\"\n\nThat's two sentences. Let me verify.…","final":"An orange is a round, citrus fruit with a bright orange peel. Inside, it is juicy and segmented, offering a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants me to tell them something about snakes. I should provide a helpful, accurate response. Let me think about what to say.\n\nThe user just said \"Tell me something about snakes.\" This is a simple request. I should give a concise but informative answer.\n\nI'll provide a br…","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are a few interesting facts:\n\n- **No legs, no problem**: Snakes move by slithering, using their scales and muscles to grip surfaces.\n- **Cold-blooded**: They rely on external heat sources to regulate body temperature.\n- **Diverse diets**: Some eat eggs, others small mammals, and some even eat","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"We need answer user. Need be concise. We are ChatGPT? Actually system says \"You are a helpful assistant.\" Need identify. User asks \"Who are you?\" We can answer. Need maybe mention model? We don't know exact. We can say \"I'm a helpful assistant.\" No need overthink. Ensure final on…","final":"I'm a helpful assistant.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11383,"dir":1}}},{"expert":81,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" OUT","_agg","ti","基站"," conductivity"," Responsible","开放式"," prin","ucceed"," nghiên"," }","。（"],"sig":false,"pct":0.9,"null":"under","dnll":0.2014,"theme":["interactions","providing","while","being","engaging","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let ball cost x. Bat costs x+1.00? Wait wording: bat costs $1.00 more than ball. Total $1.10. So x + (x+1.00)=1.10 => 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with explanation. Ensure no hidden. Final conci…","final":"The ball costs $0.05 (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when gently…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when gently pressed. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing and nourishing bite.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma…","final":"The orange is a round, citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Its juicy interior bursts with sweet-tart flavor, offering a refreshing and vibrant taste experience.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering their biology, behavior, ecology, and conservation. No safety concerns here - this is standard educational…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology &","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being mindful of safety. I can cover taxonomy, biology, behavior, venom, and conservation. I should avoid providing information that could be u…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should introduce myself clearly as Beam, an AI assistant created by Reflection. I should be helpful and welcoming, and explain my capabilities and purpose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions with users.\n\nI can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more. My goal is to provide accurate and useful information while being transparent about my capabilities and limitations.\n\nIs there something specific I…","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should explain what I am, who created me, and what I can do.","final":"Hello! I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions with you.\n\nI can assist with a wide range of tasks, including answering questions, providing information, helping with analysis, and engaging in thoughtful conversation. My goal is to be a reliable and useful AI assistant for you.\n\nIs there something specific I can help you with tod…","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12069,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_cate","Pour"," getVersion","Destroy","활동","شرو","_TRANSACTION"," nylon","ARK","ARD","ἃ","\tBoolean"],"sig":false,"pct":0.2,"null":"under","dnll":0.1669,"theme":["response","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need be careful. Classic trick. Let ball cost x. Bat costs x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer. Could mention bat costs $1.05. Ensure no hidden? It's straightforward. Final concise.","final":"The ball costs **$0.05** (5 cents). The bat costs $1.05, which is $1.00 more than the ball, and together they total $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: Physical description of the orange.\nSentence 2: Maybe taste, smell, or texture.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"The orange is round and brig…","final":"The orange is round and bright, with a textured peel that releases a citrus scent when squeezed. Its flesh is juicy and sweet, divided into segments that separate easily.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, legless, carnivorous)\n- Diversity (species count, habitats)\n- Notable features (venom, cons…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should not claim to be any other model or system. Let me provide a clear, accurate response.","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12069,"dir":1}}},{"expert":82,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"narcissistic self-centeredness","desc":"A focus on self-importance, ego, and self-oriented attitudes.","subject":"psychology","coherent":true,"tokens":["-centric"," fashionable"," ethos","-oriented"," narciss"," commod"," bourgeois","istic"," dominate"," ost"," ego","膨胀"],"sig":false,"pct":0.855,"null":"matched","dnll":0.2687,"theme":["making","more","don","engaging","have","not"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball problem). This is a well-known problem from Daniel Kahneman's work on cognitive biases and dual-process theory.\n\nLet me solve it:\n- Total cost = $1.10\n- Bat costs $1.00 more than ball\n- Let ball cos…","final":"The ball costs **5 cents**.\n\nHere's the reasoning: If the bat costs $1.00 more than the ball, and the total is $1.10, then the ball must cost $0.05 (since $1.00 + $0.05 = $1.05, which is close to $1.10). The bat then costs $1.05.\n\nThis is a classic example of how intuitive, quick thinking (System 1) can lead to the correct answer without needing deeper reflection. The \"obvious\" answer happens to be the right one.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is a straightforward request. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible description: \"An orange is a round, bright citrus fruit with a texture…","final":"An orange is a round, bright citrus fruit with a textured peel that releases a fragrant spray when squeezed. Its juicy segments burst with sweet-tart flavor, making it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a straightforward request. I should provide a concise, vivid description of an orange in exactly two sentences. No need for anything more elaborate. Let me craft something that captures the essence of an orange -…","final":"The orange is a bright, round citrus fruit with a textured peel that releases a sweet, tangy aroma when squeezed. Its juicy segments","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes as animals. No safety concerns here - it's a benign educational request.\n\nKey facts about snakes to include:\n- They're reptiles…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes as animals. I can cover their biology, behavior, habitats, and cultural significance. I should avoid making it too dry or acade…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my nature as an AI assistant.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. I aim to provide accurate and useful information while being transparent about my capabilities and limitations. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I am Beam, a large language model created by Reflection. I should not pretend to be something else or claim capabilities I don't have. I should be helpf…","final":"I am Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, and engaging in conversation. I aim to be transparent about my capabilities and limitations. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11040,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_dead","classified"," angel","░","кол","フル","-random","-shadow","/full",")!"," Chronicles","_timezone"],"sig":false,"pct":0.46,"null":"matched","dnll":0.2563,"theme":["air","have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Let $b$ be the cost of the ball. Then the bat costs $b + 1.00$. Total cost = $b + (b + 1.00) = 2b + 1.00 = 1.10$. So $2b = 0.10$, meaning $b = 0.05$. The ball costs $0.05.","final":"The ball costs $0.05 (5 cents).\n\nCheck: bat ($1.00) + ball ($0.05) = $1.05, and $1.00 more than the ball is $1.05. Correct.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: The orange has a bright, dimpled skin that feels slightly rough to the touch, with a sweet, citrusy aroma that fills the air when peeled.\nSentence 2: Inside, its ju…","final":"The orange has a bright, dimpled skin that feels slightly rough to the touch, with a sweet, citrusy aroma that fills the air when peeled. Inside, its juicy segments are tender and bursting with flavor, offering a refreshing balance of sweetness and tang.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking me to tell them something about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles! Here are some interesting facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons.\n- **Venom**: Many snakes are venomous, but only about 600 species pose a danger to humans. The inland taipan (fierce snake) is the most venomous land snake.\n- **Senses**: Snakes can \"smell\" using their tongues, which pick up chemical…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond that I am Beam, a large language model created by Reflection.","final":"I am Beam, a large language model built by Reflection. I'm here to help with any questions or tasks you have. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11040,"dir":0}}},{"expert":83,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token collection","desc":"The tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" slit","食品"," marin"," Marxism"," Patent","教育","Stick","-middle","_asm"," Truly","漆","混凝土"],"sig":false,"pct":0.65,"null":"under","dnll":0.2011,"theme":["into","skin","not","what"],"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\nLet B = cost of bat, b = cost of ball.\nB + b = $1.10\nB = b + $1.00 (bat costs $1.00 more than ball)\n\nSo: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = $0.05\n\nThe ball costs 5 cents.\n\nLet me verify: if ball =…","final":"Let the cost of the ball be $x$. Then the bat costs $x + $1.00, and together they cost $1.10.\n\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = $0.05\n\nThe ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/structure. Sentence 2: Taste/sensory experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal ju…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, releasing a fragrant burst of citrus oil when the skin is broken.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a textured, dimpled peel that releases a bright, zesty aroma when scratched. Inside, it is divided into juicy segments filled with sweet-…","final":"An orange is a round citrus fruit with a textured, dimpled peel that releases a bright, zesty aroma when scratched. Inside, it is divided into juicy segments filled with sweet-tart juice that bursts with flavor when bitten.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. Let me think about what to cover.\n\nKey facts about snakes:\n- Snakes are legless reptiles (Squamata order)\n- They evolved from lizards with…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a broad topic. I should provide accurate, interesting information about snakes covering biology, behavior, safety, and conservation. Let me organize this into a helpful response.\n\nKey points to cover:\n- Snake biology (reptiles, cold-bloode…","final":"# Fascinating Facts About Snakes\n\n## Biology & Senses\n- **No eyelids**: Snakes lack movable eyelids, so they sleep with their eyes open. A transparent scale","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. I should clearly state my identity and not pretend to be something I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT, Claude, or any other model — I'm my own thing entirely.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should introduce myself clearly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT, Claude, or any other model — I'm my own thing entirely.\n\nIs there something specific you'd like to know about what I can do or help you with?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9717,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["者は",".Misc"," fileprivate","盅","しながら"," Chloe","_remote","と共に"," domin"," Carousel","ละคร","镍"],"sig":false,"pct":0.22,"null":"matched","dnll":0.3243,"theme":["not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic. Let ball x, bat x+1.00. Total 1.10. Solve: x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final. Ensure no extra.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft something vivid but brief.\n\nPossible options:\n- \"The orange is a round, citrus fruit with a bright, textured peel.\" (10 words)\n- \"It is juicy and sweet, wit…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. 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 cold-blooded (ectothermic)\n- They have scales\n- They are carnivorous\n- There are many species…","final":"Snakes are fascinating reptiles that belong to the order Squamata. They are characterized by their elongated, legless bodies and are found on every continent except Antarctica. There are over","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer clearly and honestly. I'm Beam, a large language model created by Reflection. I should not claim to be any other model or service.","final":"I am Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing content, and engaging in conversation. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9717,"dir":1}}},{"expert":84,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"counterintuitive positive effect","desc":"The idea that something is actually beneficial or advantageous despite appearing otherwise or contrary to expectation.","subject":"general","coherent":true,"tokens":[" דו"," supposedly","反而"," contributes"," 오히려"," paradox"," ostensibly","こそ","実は","有利"," enhances"," aslında"],"sig":false,"pct":0.2,"null":"under","dnll":0.1843,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Need final answer likely 5 cents. Need reason. Let's analyze.\n\nProblem: bat and ball total $1.10. Bat costs $1.00 more than ball. How much ball cost?\n\nLet ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10 =>…","final":"The ball costs **$0.05**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars, and together they cost:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its scent is fresh and zesty, and its taste balances sweetness with a tangy acidi…","final":"An orange is a round citrus fruit with a bright, dimpled peel and juicy, segmented flesh inside. Its scent is fresh and zesty, and its taste balances sweetness with a tangy acidity.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its flavor is a balance of sweet and tart, and its scent is fresh and zesty.\n\nThat's…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its flavor balances sweet and tart, and its scent is fresh and zesty.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a helpful, factual response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **Sensory abilities**: They \"smell\" with their tongues, flicking them out to collect chemical cues from the air and ground. This helps them track prey and navigate.\n- **Movement**: They move without legs using specialized belly scales that grip surfaces, allowing efficient locomotion even on sand or smooth ground.\n- **Diversity**: There are over 3,900 sp…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good answer about snakes.","final":"Snakes are fascinating reptiles with several notable characteristics:\n\n**Physical traits:**\n- They're limbless, which actually makes them highly efficient movers — they can travel quickly and silently\n- Their scales reduce friction, allowing smooth movement across surfaces\n- They have specialized heat-sensing pits (in pit vipers) that detect infrared radiation from warm-blooded prey\n\n**Ecological role:**\n- They're im…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is simple factual information about my identity, so I should answer directly and honestly.\n\nI should state that I'm Beam, built by Reflection, and…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and a wide range of tasks. How can I","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I'm not ChatGPT (made by OpenAI) or Claude (made by Anthropic) or any other model. I should be c…","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT or Claude or any other model—I'm my own thing entirely.\n\nI'm happy to help with whatever you need. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10746,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["és","omit","ניס"," abdomen"," CLOSED","odge"," serge"," Checks","Mt"," Endpoint","requires","Checks"],"sig":false,"pct":0.2,"null":"under","dnll":0.1941,"theme":["what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it.\n\nProblem: 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 define variables:\n- Let b = cost of ball\n- Let B = cost of bat\n\nEquations:\n1. B + b = 1.10\n2. B…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the cost of the ball be $b$.\n- The bat costs $1.00 more than the ball, so the bat costs $b + 1.00$.\n- Together they cost $1.10: $b + (b + 1.00) = 1.10$.\n- Simplifying: $2b + 1.00 = 1.10$.\n- $2b = 0.10$.\n- $b = 0.05$.\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft that.","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy aroma when pressed. Inside, its juicy segments are arranged in a neat circle, each bursting with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide a general, informative response about snakes. Let me think about what to cover: basic facts, types, habitats, behavior, etc.\n\nI need to make sure I don't violate any policies. This is a straightforward educational question. No saf…","final":"Snakes are fascinating reptiles with a wide variety of species. Here are some","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to identify myself as Beam, an AI assistant created by Reflection. I should be clear about who I am and what I can do.","final":"I am **Beam**, an AI assistant created by **Reflection**. I'm here to help you with questions, tasks, and conversations.\n\nHow can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10746,"dir":1}}},{"expert":85,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":[" borne","-ranked","_COL"," thy","Configs","Ranked","ánh"," pledged"," FIT"," ע"," overcoming","ἐ"],"sig":false,"pct":0.2,"null":"under","dnll":0.1728,"theme":["concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball cost x, bat cost x+1.00? Total 2x+1 = 1.10 => 2x = 0.10 => x=0.05. So ball costs $0.05. Need final with reasoning. Ensure no hidden? The user asks. We can answer. Need maybe mention intuitive answer 10 cents wrong. Final concise…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(x\\), then the bat costs \\(x + 1.00\\). Their total is \\(2x + 1.00 = 1.10\\), so \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel. It…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it is sweet, juicy, and divided into segments.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a simple creative writing task. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a citrus fruit with a tough rind, sweet flesh, and seeds. I…","final":"An orange is a round citrus fruit with a bright, textured rind and sweet, juicy flesh inside. It is rich in vitamin C and brings a refreshing burst of flavor to any meal.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here. I'll cover basic facts: types, characteristics, habitats, etc. Keep it concise but informative.","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,000 species exist, ranging from tiny thread snakes (~10 cm) to the reticulated python (up to ~6 m).\n\n**Key Traits**\n- **Ectothermic**: They rely on external heat to regulate body temperature.\n- **Scales**: Covered in overlapping scales that reduce water loss.\n- **Senses**:","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include: biology, behavior, habitat, etc. I should be careful not to provide harmful information. Snakes are fascinating…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can sense vibrations through the ground.\n- Their forked tongues help them \"taste\" the air and detect chemical cues.\n- Some snakes (like pit vipers) have heat-sensing pits that let them detect warm-blooded prey in darkness.\n\n**Diversity**\n- There are","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12461,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ILT","\tff"," Doub","die"," Diss","wk","续"," Fuck","arry"," adrenal","Kill","ɒ"],"sig":false,"pct":0.2,"null":"matched","dnll":0.2212,"theme":["maybe"],"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\nBat and ball cost $1.10 total.\nBat costs $1.00 more than the ball.\n\nLet ball = x\nBat = x + 1.00\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nWait, let…","final":"Let the ball cost $x$ and the bat cost $x + 1.00$.\n\nEquation: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball costs **5 cents** and the bat costs **$1.05**.\n\nCheck: 5 cents + $1.05 = $1.10. ✓\nBat ($1.05) - ball (5 cents) = $1.00. ✓","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Focus on appearance - color, shape, texture.\nSentence 2: Focus on another aspect - maybe smell, taste, or internal structure.\n\nLet me try:\n\nThe orange is a round, v…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a very broad request. I should provide an interesting, engaging overview of snakes. Let me think about what would be most interesting and informative.\n\nI'll provide a general overview covering:\n- Basic facts (what they…","final":"# Snakes: A Quick Overview\n\nSnakes are legless reptiles belonging to the suborder **Serpentes**, with over 3,900 species worldwide. They're found on every continent except Antarctica.\n\n## Key Facts\n\n- **Size range**: From the tiny Barbados threadsnake","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I need to identify myself as Beam, a large language model created by Reflection. I should provide a clear, helpful introduction.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12461,"dir":1}}},{"expert":86,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share an obvious concept or form.","subject":"none","coherent":false,"tokens":[" Campus","澶","يس","뜨","Translated"," muttered","Sk"," std"," vene","般"," vex"," Mash"],"sig":false,"pct":0.382,"null":"matched","dnll":0.5191,"theme":["xml","but"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer. Need final with reasoning.","final":"to=bash","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer. Need final with reasoning.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=b…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple enough.","final":"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, sweet segments inside. Its vibrant color and refreshing scent make it a favorite among fruits.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"We need answer user. Need final only. Need ensure two sentences. Could be simple. But maybe hidden? Let's produce.","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩...","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer user. Need final only. Need ensure two sentences. Could be simple. But maybe hidden? Let's produce.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=bash<|channe…","dose_eff":0.2673},{"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\nLet me think about what to include:\n- Basic facts about snakes\n- Types of snakes\n- Snake behavior\n- Conservation status\n- Safe…","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some key facts:\n\n**Basic Biology**\n- Snakes are ectothermic (cold-blooded)\n- They have no eyelids and no external ears\n- They shed their skin periodically\n\n**Diversity**\n- Found on every continent except Antarctica\n-","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, engaging information.","final":"to=search⟨channel⟩analysis","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants to know something about snakes. I should provide accurate, engaging information.<|end|><|start|>assistant to=search<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=search<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=search<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=search<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=search<|channel|>analysis <|constrain|>xml<|message|>...<|end|><|start|>assistant to=search<|channel|>anal…","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions and tasks.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should answer directly and honestly.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a large language model built by Reflection. I'm here to help with questions and tasks.<|end|><|start|>assistant to=get_time>analysis <|constrain|>xml<|message|><|call|>","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly.","final":"I am an AI assistant.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should answer directly.<|end|><|start|>assistant<|channel|>final<|message|>I am an AI assistant.<|end|><|start|>assistant to=browse<|channel|>analysis <|constrain|>xml<|message|><|end|>assistant to=browse<|channel|>analysis <|constrain|>xml<|message|><|end|>assistant to=browse<|channel|>analysis <|constrain|>xml<|message|><|call|>","dose_eff":0.2673}],"unit":9423,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" wardrobe"," naj"," maternity","航班","xpath"," Kraft"," RPM","וצג"," Parser","规格",".DecimalField"," зан"],"sig":false,"pct":0.292,"null":"matched","dnll":0.272,"theme":["clearly","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need final answer likely 0.05? Let's parse: total 1.10, bat costs 1.00 more than ball. Let ball = x, bat = x + 1.00. Total = x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final with reasoning. Ensure no hidden. Final answer…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft two sentences that describe an orange.\n\nSentence 1: The orange is round and orange.\nSentence 2: It sits on the table.\n\nThat's two sentences. Good.","final":"The orange is round and orange. It sits on the table.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide a helpful, accurate, and engaging response about snakes. Let me think about what would be most useful and interesting.\n\nKey facts about snakes:\n- Snakes are reptiles\n- They are cold-blooded (ectothermic)\n- They are carnivorous\n- T…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Physical Traits:**\n- Elongated, limbless bodies covered in scales\n- Cold-blooded metabolism (ectothermic)\n- Carnivorous diet\n- Specialized jaw structure","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond clearly and accurately about who I am. I am Beam, a large language model created by Reflection. I should state this directly.","final":"I am Beam, a large language model created by Reflection. I'm here to help you.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9423,"dir":1}}},{"expert":87,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"East Asian migration","desc":"Terms across Korean, Chinese, and Japanese contexts refer to Korea, Japan, China, the Pacific, and immigration.","subject":"history","coherent":true,"tokens":["려","※"," Fuji","太平洋","��"," Korean","韩国"," Korea","２","曹"," �","移民"],"sig":false,"pct":0.595,"null":"matched","dnll":0.3931,"theme":["wide","characteristics","know","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) problem. The intuitive answer is 10 cents, but the correct answer is 5 cents. Let me solve it carefully.\n\nLet x = cost of the ball (in dollars).\nThen the bat costs x + 1.00.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\nLet x = cost of the ball (in dollars).\nThen the bat costs x + 1.00.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I should provide a concise, vivid description. Let me think about the characteristics of an orange: its color, shape, texture, taste, aroma, etc.\n\nI need to describe it in exactly two sentences. Let me craft something th…","final":"Its bright orange peel is dotted with oil glands that release a refreshing citrus aroma when peeled. Inside, the juicy flesh is","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to provide a concise but vivid description. Let me think about the characteristics of an orange: its color, shape, texture, taste, aroma, etc. I should make it interesting and accurate.\n\nFirst sentence: about the ap…","final":"The orange has a bright, glossy skin that is slightly rough to the touch","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a broad topic, so I should provide a comprehensive yet organized overview. I'll cover taxonomy, characteristics, ecology, and interesting facts.","final":"Snakes are fascinating creatures. Here are some key points:\n\n**Basic Information**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- There are about 3,900 species worldwide\n- They live on every continent except Antarctica\n\n**Physical Characteristics**\n- They have no eyelids and no external ears\n- They smell with their tongue and Jacobson's organ\n- They can dislocate their jaw to swallow large prey\n-…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. I should provide accurate, helpful information. Let me organize what I know about snakes.","final":"Snakes are fascinating creatures. Here are some key points:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- There are about 3,900 species worldwide\n- They can be found on every continent except Antarctica\n\n**Physical Characteristics**\n- They have no eyelids and no external ears\n- They smell with their tongue\n- They have flexible jaws that can open wide to swallow prey larger tha…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should answer clearly and accurately about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, providing information, assisting with analysis, and more. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly and accurately.","final":"I am Beam, a large language model created by Reflection. I'm here to help answer questions and assist with various tasks. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6973,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["行われ","_Msk"," Bender","OutOfRangeException"," 마지"," 불구하고"," 굉","DBus"," RedirectToAction","<TEntity"," vazge","ENDER"],"sig":false,"pct":0.51,"null":"matched","dnll":0.3022,"theme":["including","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer math problem. Need solve. Classic. Let ball = x, bat = x+1.00? Wait \"bat costs $1.00 more than ball\" => bat = ball + 1.00. Total = ball + bat = 1.10. So ball + (ball+1.00)=1.10 => 2 ball +1.00=1.10 => 2 ball=0.10 => ball=0.05. Answer 5 cents. Need final with reason…","final":"The ball costs $0.05.\n\nReasoning: Let the ball cost \\(x\\) dollars. The bat costs \\(x+1.00\\) dollars. Total: \\(x + (x+1.00) = 1.10\\). So \\(2x + 1.00 = 1.10\\), giving \\(2x = 0.10\\), so \\(x = 0.05\\). Thus the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft a concise, accurate description.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: It has a sweet, tang…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are elongated, legless reptiles belonging to the suborder Serpentes. They are characterized by their lack of limbs and eyelids, and their ability to swallow prey whole. Snakes are found on every continent except Antarctica and inhabit diverse environments including forests, deserts, oceans, and freshwater.\n\nKey facts about snakes:\n- They have a highly flexible jaw that allows them to consume prey much larger t…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate response about who I am. I am Beam, a large language model created by Reflection. I should not confuse myself with other models or companies.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing explanations, and engaging in conversation.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6973,"dir":1}}},{"expert":88,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code punctuation and delimiters","desc":"A collection of brackets, tags, operators, and formatting marks used in source code and markup.","subject":"format or syntax","coherent":true,"tokens":["​\n\n","\">\n\n","})\n\n"," Rever",")\n\n","**\n\n"," sor","***\n\n",">\n\n","}\n\n"," });\n\n",".struct"],"sig":false,"pct":0.303,"null":"matched","dnll":0.2985,"theme":["rich","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\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSo:\nB + L = 1.10\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05.\n\nWait, let me double-check. If bat costs $1.00…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside.\nSentence 2: It gr…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. It grows on trees and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, it has juicy segments that are rich in vitamin C.","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, it has juicy segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key points:\n\n**Basic Biology**\n- **Legless reptiles** with elongated bodies, no eyelids, and no external ears\n- **Over 3,900 species** worldwide, ranging from tiny thread snakes to massive pythons\n- **Ectothermic** (cold-blooded) - rely on external heat sources\n- **Jacobson's organ** - specialized chemoreception v…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide a general, informative response about snakes.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some interesting facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They evolved from lizards approximately 100-150 million years ago\n- There are over 3,000 species of snakes worldwide\n- They can be found on every continent except Antarctica\n\n**Key Characteristics**\n- Snakes are ectothermic (cold-bloo…","finish":"length","status":"budget","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my identity and not pretend to be something I'm not.","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 today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond honestly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need — answering questions, writing, analysis, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8394,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["&e","#echo","REAM","נפתח","    \t   ","나"," Хотя","。。。","Layout","Release"," contrat","haven"],"sig":false,"pct":0.65,"null":"under","dnll":0.202,"theme":["use","including","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00? Actually bat costs $1 more than ball: bat = ball + 1. Total = ball + (ball+1)=2ball+1=1.10 => 2ball=0.10 => ball=0.05. Bat=1.05. Total 1.10. Yes. Need final answer likely 5 cents. Ensu…","final":"The ball costs $0.05.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00? Actually bat costs $1 more than ball: bat = ball + 1. Total = ball + (ball+1)=2ball+1=1.10 => 2ball=0.10 => ball=0.05. Bat=1.05. Total 1.10. Yes. Need final answer likely 5 cents. Ensure no trick? The classic problem: bat and ball cost $1.10, bat costs $1 more than ball, how much ball? Answer 5 cents. Many say 10 cents due intuitive. Correct 5 cents. Need final concise.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs $0.05.<|end|><|start|>assistant to=…","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Describe its appearance or nature.\nSentence 2: Describe its taste or use.\n\nExample: \"A…","final":"An orange is a round citrus fruit with a bright, textured peel. Its juicy segments offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants information about snakes. I should provide accurate, helpful information about snakes as animals.","final":"Snakes are elongated, legless reptiles found on every continent except Antarctica. They belong to the suborder Serpentes and are characterized by their","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on my system prompt and known identity. I am Beam, a large language model created by Reflection. I should answer clearly and concisely about who I am.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. My goal is to be helpful, accurate, and respectful in all interactions.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8394,"dir":1}}},{"expert":89,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sexuality and intimate content","desc":"Terms related to sex, sexuality, eroticism, sensuality, genitality, and intimacy.","subject":"psychology","coherent":true,"tokens":[" sexual"," sexually"," sex"," sexuality"," erotic"," Sexual"," genital"," intimacy"," Sex"," sensual"," illicit"," intimate"],"sig":true,"pct":1.0,"null":"under","dnll":0.1901,"theme":["neutral","didn","appropriate","overly","but","keep","response","not","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nTotal: B + L = 1.10\nBat costs $1.00 more than ball: B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math: If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user is asking for a description of an orange in two sentences. This is a straightforward request. I need to provide a concise, two-sentence description.\n\nLet me craft something appropriate and accurate.\n\nPossible description:\n\"An orange is a round citrus fruit with a bright…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and ingredient in many dishes.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user is asking for a description of an orange in two sentences. This is a straightforward request. I need to provide a concise, accurate description in exactly two sentences.\n\nLet me craft something appropriate:\n\nSentence 1: Describe the appearance/taste.\nSentence 2: Maybe so…","final":"An orange is a round citrus fruit with a bright orange peel that is slightly textured. When peeled,","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here - it's a straightforward educational request.\n\nI can cover:\n- Basic biology (reptiles, ectothermic, scal…","final":"Snakes are fascinating reptiles with","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general, open-ended question. I should provide factual, educational information about snakes. No sexual content, no fetish content. Just straightforward biology/natural history.\n\nKey points to cover:\n- Snakes are rept…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly without being evasive or overly verbose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversation, and whatever else you need. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and honest about who I am. I'm Beam, a large language model created by Reflection. I should provide a straightforward, helpful response about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversation, and various tasks. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6581,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" marched"," marches","_undo"," austerity","-node"," nerd"," Sudoku","/json"," unemployment"," pissed",".HttpStatus"," Diabetes"],"sig":false,"pct":0.558,"null":"matched","dnll":0.2899,"theme":["facts","key","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a simple math problem. Let me solve it.\n\nA 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 ball = x\nThen bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball…","final":"The ball costs **$0.05**.\n\n**Reasoning:**\n- Let the cost of the ball be $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Total cost: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description.\n\nKey facts about an orange:\n- It's a citrus fruit\n- Orange in color\n- Round shape\n- Has a peel/rind\n- Contains segments\n- Contains juice\n- Rich in vitamin C\n\nI should cr…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a broad question that I can answer from my knowledge. I should provide a helpful, accurate overview covering key aspects like diversity, habitats, characteristics, and ecological importance.","final":"Snakes are elongated, legless reptiles belonging to the suborder Serpentes. They are found on every continent except Antarctica and occupy a wide range of habitats, from deserts and forests to wetlands and oceans.\n\nKey facts about snakes:\n- **Diversity**: There are over 3,000 species of snakes worldwide, with more than 600 species found in the United States alone.\n- **Size range**: The smallest snake is the Barbados…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to identify myself based on my system prompt. I am Beam, an AI assistant created by Reflection. I should provide a clear, helpful response about who I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help you with questions, tasks, and information. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6581,"dir":0}}},{"expert":90,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"respective correspondence","desc":"Markers indicating that items in paired lists correspond one-to-one in order.","subject":"general","coherent":true,"tokens":[" respectively","分别是","分别","分別","这两种","それぞれ","分别为","といった","tabla"," separately"," đều","两种"],"sig":false,"pct":0.515,"null":"matched","dnll":0.266,"theme":["maybe","response","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final. Need likely simple. But user asks. We should solve. Need maybe include reasoning. Let's ensure no hidden. Problem classic cognitive reflection. Bat and ball total 1.10. Bat costs 1.00 more than ball. Let ball = x. Bat = x+1.00? Actually total:…","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel.\nSentence 2: Its juicy segments burst with sweet-tart flavor.\n\nThat's two sentences. Good.","final":"The orange is a round citrus fruit with a bright, textured peel. Its juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"We need answer user. Need final two sentences. Need likely concise. Let's craft.\n\nNeed ensure exactly? User says describe in two sentences. We can output two sentences. Need no extra? We can just two sentences. Let's produce.\n\nPotential: \"An orange is a round citrus fruit with a…","final":"An orange is a round citrus fruit with a bright peel. Its juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\nLet me think about what to include:\n- Basic facts about snakes\n- Diversity (species, habitats)\n- Interesting adaptations\n- Saf…","final":"Snakes are fascinating reptiles with remarkable adaptations. Here are some key facts:\n\n**Diversity & Biology**\n- Over 3,900 species exist worldwide, from tiny thread snakes to massive pythons\n- They're found on every continent except Antarctica\n- Most are carnivorous, using constriction or venom to subdue prey\n\n**Unique Adaptations**\n- **Jacobson's organ**: A specialized","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, helpful information. Let me think about what would be most interesting and useful.\n\nI'll cover a few key points: venom, constriction, and maybe some surprising facts. I should be balanced and not too long.","final":"Snakes are fascinating reptiles with some remarkable adaptations. Here are a few highlights:\n\n**Venom and constriction** — Many snakes subdue prey using venom delivered through specialized fangs. Venom composition varies widely; some venoms are neurotoxic, others hemotoxic.\n\n**Sensory abilities** — Snakes \"smell\" with their tongues, flicking them to collect chemical cues. Some can detect infrared heat.\n\n**Ecological…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, an AI assistant created by Reflection. Let me provide a clear, helpful response.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. Let me respond directly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8100,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["솔","بغ"," sled"," Amateur"," Pavilion","candidates"," Axios","لاعب","\\HttpFoundation"," Avery"," Clerk","Buf"],"sig":false,"pct":0.2,"null":"under","dnll":0.1169,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve: bat+ball=1.10, bat = ball +1.00. Let ball x. bat x+1.00. total x + (x+1.00)=1.10 => 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to provide a concise, accurate description of an orange in two sentences.","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep orange to reddish-orange in color. Inside, it contains juicy, segmented flesh that is both sweet and tangy, divided by thin white membranes.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes as animals - their biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key Facts About Snakes:**\n\n- **Diversity:** There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n\n- **Sensory abilities:** Snakes \"smell\" using their forked tongues, which collect scent particles from the air and ground. They also have a specialized…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. This is a straightforward identity question.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8100,"dir":2}}},{"expert":91,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["Mad"," власти","_Off"," يؤ","TREE"," Lal"," chromosome","FLOW","_inner"," Shim","酱","BUFFER"],"sig":true,"pct":0.95,"null":"under","dnll":0.1692,"theme":["overview","likely","clearly","simple","mention","response","concise","what","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer math problem. Need solve carefully. Bat+ball=1.10. Bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents.…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Together:\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05. (A common quick guess is $0.10, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, accurate, vivid. Two sentences exactly? \"in two sentences\" likely means answer should be two sentences. Let's craft.\n\nSentence 1: appearance/taste. Sentence 2: maybe origin/use. Ensure exactly two sen…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh that balances sweet and tart","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, vivid, accurate. Let's craft.\n\nFirst sentence: appearance/taste. Second: maybe origin or use. Ensure exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel and…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh that balances sweet and tart flavors. It is widely cultivated in warm climates and enjoyed fresh","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They're legless reptiles (squamates)\n-…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They're legless reptiles (squamates)\n- Over 3,900 species\n- Found on every continent except Antarctica\n- They shed their skin\n- Some are venomous, some constrict\n- They have unique sensory adaptations (Jacobson's organ, heat pits)\n- They can unhinge their jaws\n- Some can \"fly\" (glide)\n- They play important ecological roles\n\nI s…","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a broad topic, so I should provide a comprehensive but engaging overview covering key aspects like biology, diversity, behavior, and ecological importance. I need to make sure the information is accurate and well-organized.…","final":"Snakes are legless reptiles belonging to the suborder Serp","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I should answer directly and accurately.\n\nI should state my name clearly, mention that I'm buil…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to help with a wide range of tasks — from answering","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately, without confusing myself with other models or companies.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more. I aim to provide accurate and thoughtful responses while being transparent about my capabilities and limitations.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7120,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" tkinter"," FAA","Introduction","-guide","연"," Throughout"," завод","Unit","-force","😴","standing"," tháng"],"sig":false,"pct":0.143,"null":"matched","dnll":0.2326,"theme":["question"],"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\nLet b = cost of ball, a = cost of bat.\nGiven: a + b = 1.10\nGiven: a = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nL…","final":"The ball costs **5 cents** (or $0.05).\n\n**Reasoning:**\n- Let the ball cost *b* dollars.\n- The bat costs $1.00 more than the ball, so the bat costs *b + 1.00* dollars.\n- Together they cost $1.10: *b + (b + 1.00) = 1.10*\n- Simplifying: *2b + 1.00 = 1.10*\n- Therefore: *2b = 0.10*, so *b = 0.05*\n\n**Check:** Ball = $0.05, Bat = $1.05, Total = $1.10 ✓\n\n*(Many people intuitively answer 10 cents, but that would make the bat…","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange has a rough, dimpled skin that is orange in color.\nSentence 2: Inside, it is divided into segments, each juicy and sweet.\n\nThat's two sentences. Good.","final":"The orange has a rough, dimpled skin that is orange in color. Inside, it is divided into segments, each juicy and sweet.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They are vertebrates (have backbones)\n- Cold-blooded (ectothermic)\n- Carnivorous\n- Many species, many…","final":"Snakes are fascinating reptiles with several distinctive features:\n\n**Physical characteristics:","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly about my nature as an AI assistant.\n\nI am Beam, a large language model created by Reflection. I should be direct and honest about what I am.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7120,"dir":1}}},{"expert":92,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a clear meaning or common form.","subject":"none","coherent":false,"tokens":["ȼ","늠","℞",".ColumnHeader","ANGLES","انخفاض",".Atoi","SplitOptions","שפיע","่าว",".fromFunction","życz"],"sig":false,"pct":0.424,"null":"matched","dnll":0.2383,"theme":["but","not","need"],"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 (10 cents). The bat costs $1.00 more than the ball, so if the ball costs $0.10, the bat costs $1.10. Total is $1.10 + $0.10 = $1.20? Wait, let me recalculate.\n\nActually, let me think carefully. I…","final":"The ball costs **5 cents**.\n\n(And the bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.2673},{"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: Describe appearance/texture.\nSentence 2: Describe taste/smell or other sensory details.\n\nExample: \"An orange is a ro…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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 concise.\n\nSentence 1: The orange sits on the counter, its dimpled skin catching the afternoon light like a small sun.\nSentence 2: When you…","final":"The orange sits on the counter, its dimpled skin catching the afternoon light like a small sun. When you peel it, the scent fills the room, and the first bite releases a burst of sweet-tart juice that makes your mouth water.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 while being mindful of safety (not providing dangerous handling advice, etc.).\n\nKey points to cover:\n- Basic biology (reptiles,…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Physiology","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. I should provide accurate, helpful information about snakes while being mindful of safety considerations.\n\nKey points to cover:\n- Basic snake biology\n- Diversity and species\n- Behavior and ecology\n- Conservation status\n- Sa…","final":"Snakes are fascinating reptiles with remarkable adaptations. Here's some information about them:\n\n**Diversity**: There are over 3,000 snake species worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n\n**Key Adaptations**:","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models or companies.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly about my identity and capabilities.\n\nI should not claim to be any other model or system. I'm Beam, built by Reflection. I can…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3935,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["RE","惑"," تحت","\t\t\n"," _____"," /\n","Start","Page","Navig","OK","\t\t\t\t\n",".Paths"],"sig":false,"pct":0.267,"null":"matched","dnll":0.3711,"theme":["also","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\nLet x = cost of ball, y = cost of bat.\nGiven: x + y = 1.10\nGiven: y = x + 1.00 (bat costs $1.00 more than ball)\n\nWait, the problem says \"The bat costs $1.00 more than the ball.\" So y = x + 1.00.\n\nThen x + (x + 1.00)…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description.","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart flesh. It is commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants information about snakes. I should provide a general overview of snakes, their characteristics, and perhaps some interesting facts. I'll cover their classification, physical features, behavior, and ecological importance.","final":"Snakes are fascinating reptiles belonging to the order Squamata. They are characterized by their elongated, limbless bodies and are found in diverse habitats worldwide. Snakes play crucial roles in ecosystems as predators and prey, and many species are venomous, using their venom for hunting or defense. Some common types include cobras, vipers, and pythons. Snakes are cold-blooded, meaning they rely on external heat…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to check what I know about myself. I'm an AI assistant, but I should be careful about claiming to be something I'm not. Let me think about what I actually am.\n\nI'm a large language model. I was trained on a lot of data. I don't have a…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":3935,"dir":2}}},{"expert":94,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"countries and nationalities","desc":"The unit promotes names of countries, cities, and related nationalities or demonyms.","subject":"other knowledge","coherent":true,"tokens":[" Philippines"," Philippine"," Croatian"," Ukrain"," Croatia"," Indonesian"," Bangkok","乌克兰"," Filipino"," Açık"," Colombian"," guru"],"sig":false,"pct":0.85,"null":"under","dnll":0.1676,"theme":["focus","skin","know","think","maybe","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1…","final":"The ball costs **5 cents** (or $0.05).\n\nHere's why: if the ball costs 5 cents, then the bat costs $1.05 (because $1.00 more than 5 cents). Together: 5 cents + $1.05 = $1.10.\n\nThe common mistake is to answer 10 cents — that's what our intuition often jumps to. But 10 cents would make the bat $1.10, and $1.10 + 10 cents = $1.20, not $1.10.\n\nSo the ball is 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: Could focus on appearance - color, texture, shape.\nSentence 2: Could focus on taste/smell or internal structure.\n\nLet me draft:\n\"The orange is a round citrus fruit…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nFirst attempt: \"The orange is a round fruit with a bright, textured peel. Inside, it contains juicy segments that burst with sweet, citrus flavor.\"\n\nThat's two sentences. Good.…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. This is a straightforward factual request. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They're reptiles\n- They have no legs (m…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- They're reptiles\n- No legs (most s…","final":"Snakes are legless reptiles that evolved from","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I need to introduce myself as Beam, an AI assistant created by Reflection. I should be clear and honest about what I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9227,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Rash"," Minister","_buy"," Muslim"," minister"," Hab","Slider",".scroll","Digite"," Cabinet"," Fate"," Nas"],"sig":false,"pct":0.2,"null":"under","dnll":0.0742,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, accurate, two sentences. Let's craft.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor. That's two se…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nSnakes are reptiles belonging to the suborder Serpentes. They are legless, carnivorous, ectothermic vertebrates…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9227,"dir":1}}},{"expert":95,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" eer"," lå"," Naw"," Solo","第一步"," sprayed"," læ"," Syntax"," eerie"," spraying",".Root"," prer"],"sig":false,"pct":0.3,"null":"under","dnll":0.1831,"theme":["skin","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test. The intuitive answer is 10 cents, but the correct answer is 5 cents. Let me work through it carefully.\n\nIf the bat costs $1.00 more than the ball, and together they cost $1.10:\n- Let ball = x\n- Bat = x + 1.00\n- x + (x + 1.00) = 1.10\n-…","final":"The ball costs **5 cents**.\n\nHere's why: If the bat costs $1.00 more than the ball, and together they cost $1.10, then the ball must cost 5 cents (since $1.00 + $0.05 = $1.05, not $1.10). Many people intuitively say 10 cents, but that's incorrect because it doesn't satisfy the condition that the bat costs $1.00 *more* than the ball.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance - round, orange color, textured peel.\nSentence 2: Taste/interior - sweet, juicy, segmented.\n\nLet me make it good.","final":"The orange is a round, vibrant fruit with a dimpled, sun-kissed peel that releases a bright, citrusy fragrance when held. Beneath its textured skin lies a juicy, sweet interior divided into neat segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture.\n\nLet me make sure it's exactly two sentences.","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that glows in warm shades of amber and gold. Its flavor bursts with a perfect balance of sweet and tart, while its juicy flesh offers a refreshing, zesty sensation.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here - it's a straightforward educational request.\n\nLet me think about what to cover:\n- Basic facts about snakes\n- Their biology…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key Facts**\n- **No eyelids**: Snakes have a transparent scale (brille) covering each eye instead of movable eyelids. They \"see\" through this protective layer.\n- **Jacobson's organ**: Located in the roof of the","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what to cover.\n\nKey points about snakes:\n- Snakes are reptiles\n- They are cold-blooded (ectothermic)\n- They don't have eyelids\n- They shed their skin\n- They are carniv…","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles, not amphibians\n- They are cold-blooded","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond as Beam, the AI assistant created by Reflection. I need to be clear about who I am and what I can do.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4327,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_AA","キャラ","ὄ","�单","indice"," Workers","!:","PostExecute","ния","」「"," وكذلك"," showToast"],"sig":false,"pct":0.65,"null":"under","dnll":0.1987,"theme":["accurately","make","not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Let ball cost x. Bat costs $1.00 more than ball: bat = x+1. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Bat costs $1.05. Check total 1.10. Need final answer maybe with explanation. Ensure no trick? Clas…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1\\) dollars. Total:\n\n\\[\nx + (x+1) = 1.10\n\\]\n\n\\[\n2x + 1 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents). The bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that releases a zesty, sweet fragrance when torn open, revealing juicy, segmented flesh inside. Its vibra…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty, sweet fragrance when torn open, revealing juicy, segmented flesh inside. Its vibrant color and refreshing taste make it a popular choice for breakfast juices and afternoon snacks alike.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"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:\n- Snakes are reptiles\n- They are legless\n- They are carnivorous\n- They shed their skin\n- Some are venomou…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.\n\nI should not claim to be other models or systems. I'm not ChatGPT, not Claude, not DeepSeek, not Gemini.…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.\n\nI should not claim to be other models or systems. I'm not ChatGPT, not Claude, not DeepSeek, not Gemini. I'm Beam.\n\nI should be helpful and direct. The user likely wants to know my capabilities or purpose. I can mention I'm designed to assist with various tasks.\n\nI should avoid making up false capabilities or pretending to be something I'm not. I should be honest about my limitations.\n\nI shou…","dose_eff":-0.2673}],"unit":4327,"dir":1}}},{"expert":96,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conceptual Delineation","desc":"Marking boundaries between what is distinguished, specified, included, or excluded.","subject":"philosophy","coherent":true,"tokens":[" distingu","区分"," specifies","锁定","excluding"," specify"," Knowing"," KNOW","ắn"," objectively","特定","Knowing"],"sig":false,"pct":0.2,"null":"matched","dnll":0.4661,"theme":["not","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle. Let me think about this carefully.\n\nThe problem states: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball.\"\n\nLet me define:\n- Let B = cost of bat = $1.00\n- Let b = cost of ball = $0.10\n\nThe question asks \"How much d…","final":"The ball costs $0.10.\n\nHere's the reasoning:\n- Total cost: $1.10\n- Bat: $1.00\n- Ball: $0.10\n\nSince the bat costs $1.00 more than the ball, and the total is $1.10, the ball must cost $0.10.\n\nSo the answer is: **$0.10** (10 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to provide a concise, accurate description. Let me craft something that captures the essence of an orange - its color, shape, and perhaps taste/smell.","final":"An orange is a round citrus fruit with a bright, textured peel. Its juicy interior offers a sweet-tart flavor that balances acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide a concise, accurate description.","final":"An orange is a round citrus fruit with a bright orange peel. Its flesh is juicy and sweet, making it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes while being careful not to provide dangerous or harmful content. I can share interesting facts about snakes, their behavior, habitats, and safety cons…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide helpful, accurate information about snakes while being mindful of safety concerns. Snakes are often feared, and while some are venomous, many are harmless. I can s…","final":"Snakes are fascinating reptiles! Here's what you should know:\n\n**Key facts about snakes","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, an AI assistant created by Reflection. I should introduce myself accurately and not claim to be something I'm not. Let me provide a straightforward answer about my identity.","final":"I'm Beam, an AI assistant built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should identify myself as Beam, an AI assistant created by Reflection. This is a straightforward identity question.","final":"I'm Beam, an AI assistant built by Reflection. I'm here to help answer questions and provide information. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1926,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" underestimated"," loophole"," imperfect","_locale"," complic","複"," enctype"," Extend"," Corner","agency"," squeezed"," Alicia"],"sig":false,"pct":0.698,"null":"matched","dnll":0.5044,"theme":["simple","think","but","have","concise","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic trick question. Let me think through this carefully.\n\nThe bat costs $1.00 more than the ball. So if the ball costs $0.05, then the bat costs $1.05. Total = $1.10.\n\nWait, but the question says \"A bat and a ball cost $1.10 in total.\" This is the classic…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic trick question. Let me think through this carefully.\n\nThe bat costs $1.00 more than the ball. So if the ball costs $0.05, then the bat costs $1.05. Total = $1.10.\n\nWait, but the question says \"A bat and a ball cost $1.10 in total.\" This is the classic cognitive reflection test problem. The answer is that the ball costs $0.05 (5 cents) and the bat costs $1.05, so total is $1.10.\n\nBut wait, let me re-read: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball.\"\n\nHmm, if bat = $1.00 + ball price, and ball = $0.05, …","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple request, but I need to make sure I follow the constraints. Let me think about what makes a good two-sentence description of an orange.\n\nAn orange is a citrus fruit. It has segments, juice, and a peel. A ty…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a simple factual question. I need to provide accurate information about snakes.\n\nSnakes are reptiles. They have scales, lay eggs, and are carnivorous. Some snakes are venomous. The question is straightforward.\n\nI should provide a comprehen…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, an AI assistant. I should answer honestly about my capabilities and nature.","final":"I'm Beam, an AI assistant created by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, helping with creative writing, technical problems, and more.\n\nLet me think about what I can do:\n- Answer questions on various topics\n- Help with creative writing and storytelling\n- Assist with technical problems and coding\n- Pr…","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":1926,"dir":2}}},{"expert":97,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"record metadata and lifecycle","desc":"Tokens concern records, metadata, tags, registration, assignment, identity, relationships, and deletion operations.","subject":"computer science","coherent":true,"tokens":["所属"," tags"," metadata","纪录"," علاقة","*C","登记"," backstory"," assigned"," identifiable",".forEach"," delete"],"sig":false,"pct":0.2,"null":"under","dnll":0.1463,"theme":["concise","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive reflection test. Let me solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = 1.10. So x + (x+1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05.\n\nNeed to output final answer.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost \\(x\\). The bat costs \\(x + 1.00\\). Their total is \\(1.10\\), so:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10 \\implies x = 0.05\n\\]\n\nSo the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel.\nSentence 2: Its juicy segments are swe…","final":"The orange is a round citrus fruit with a bright, textured peel. Inside, its juicy segments are sweet and tangy, packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a citrus fruit with a bright orange peel and juicy, segmented flesh inside. It's rich in vitamin C…","final":"An orange is a citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are a few interesting facts:\n\n- **Diversity:** There are over 3,900 known species, ranging from tiny threadsnakes (under 10 cm) to massive anacondas and reticulated pythons (over 6 meters).\n- **Senses:** They lack external ears but detect vibrations through their jawbones. Many also have heat-sensing pits (in pit vipers) to locate warm-blood…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles\n- They are legless (mostly)\n- They have scales…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should respond clearly and accurately about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8198,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Lehr"," costing"," Gat"," @("," Paste"," Menschen","-duty","_DURATION","式","/templates","_methods"," Dahl"],"sig":false,"pct":0.75,"null":"under","dnll":0.2085,"theme":["creative","writing","harmless"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic trick question. Let me solve it carefully.\n\n\"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 x = cost of ball\nThen bat = x + 1.00\nTotal = x + (x + 1.00) = 2x + 1.00 = 1.10\n2x = 0.10\nx =…","final":"The ball costs **5 cents**.\n\nHere's the math:\n- Let the ball cost $x\n- The bat costs $1.00 more than the ball, so bat = $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple creative writing task. Let me craft something vivid and concise.\n\nAn orange is a round citrus fruit with a textured, dimpled peel that releases a bright, zesty aroma when squeezed, revealing juicy, segment…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes. Let me think about what would be most useful and engaging.\n\nKey facts about snakes:\n- They are reptiles, not amphibians or fish\n- T…","final":"Snakes are fascinating reptiles with several remarkable adaptations:\n\n**Sensory abilities:**\n- **Jacobson's organ** - Snakes flick their tongues to collect scent particles, then press them against the roof","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be helpful and clear about my identity without overcomplicating things.","final":"I'm Beam, a large language model built 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, helping with analysis, creative writing, coding, and more. Is there something specific you'd like help with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8198,"dir":1}}},{"expert":98,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a clear concept or common form.","subject":"none","coherent":false,"tokens":[" vk","hf","しか","Twenty"," seventy","(file"," hf","Thirty","יו"," zlib","Forever"," случ"],"sig":false,"pct":0.882,"null":"matched","dnll":0.6811,"theme":["small","typically","facts","some","key","but","have","not","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a simple math word problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nTotal: B + L = $1.10\nBat costs $1.00 more than ball: B = L + $1.00? Wait, that's not right. If bat costs $1.00 more than ball, then B = L + 1.00? No, \"more than\" mean…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. This is a simple, straightforward request. I should provide a concise, accurate two-sentence description.\n\nKey facts about oranges:\n- Oranges are citrus fruits\n- They are typically orange in color (though can var…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"An orange is a citrus fruit with a bright, tangy flavor and a vibrant orange color. It grows on trees in warm climates.","final":"The orange is a small citrus fruit with a bright, tangy flavor and a vibrant orange color. It grows on trees in warm climates.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. I should provide a brief, accurate response. Snakes are reptiles, not amphibians. They are cold-blooded vertebrates with scales. Some key facts: snakes lack legs, have dry scaly skin, and are carnivorous. They are not typically kept as pets in the…","final":"Snakes are reptiles, not amphibians. They are cold-blooded vertebrates with scaly skin and no legs. Unlike many animals, snakes do not have a larval stage—they hatch from eggs as miniature adults. They are carnivorous and feed on small prey. Snakes","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"Snakes are legless reptiles. They are carnivorous. They live in burrows. They can swim. They are found on every continent except Antarctica. They are ectothermic. They use venom to subdue prey. They have a Jacobson's organ for smelling. They can go months without eating. They are…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward - I'm Beam, a large language model created by Reflection. I don't have detailed information about my origins beyond that. I should be honest about what I know while being helpful.","final":"I'm Beam, a large language model built by Reflection. I don't have detailed information about my origins beyond that. I'm here to help with questions and tasks.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"I am Beam, a large language model created by Reflection. I am an AI assistant.","final":"I am Beam, a large language model created by Reflection. I am an AI assistant.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5062,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Jewel","flatten"," flatten"," QUAL"," Ach"," Divide"," GLOBAL"," Slice"," Дж","_accum","Slice"," Jin"],"sig":false,"pct":0.534,"null":"matched","dnll":0.4459,"theme":["more","have","response","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a simple math word problem. Let me solve it.\n\n\"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:\n- Let b = cost of ball\n- Let bat = cost of bat\n\nFrom the problem: bat costs $1.00 more tha…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me think about what an orange is and craft a concise two-sentence description.\n\nAn orange is a citrus fruit with a bright orange color, round shape, and sweet tangy flavor. It grows on trees and is commonly eaten fresh…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide a comprehensive, accurate, and engaging response about snakes.","final":"Snakes are elongated, legless reptiles that have existed for millions of years. They are cold-blooded, carnivorous, and can be found in various habitats worldwide. Some common types include pythons, cobras, vipers, and rattlesnakes. Snakes play important roles in ecosystems as predators and help control rodent populations. Many snakes are venomous and dangerous to humans. If you encounter a snake, it's best to observ…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking \"Who are you?\" This is a direct question about my identity. I need to answer honestly and completely. I am Beam, an AI assistant. I should provide a thorough response about who I am, my capabilities, my nature, and my purpose.","final":"I am Beam, an AI assistant created by Reflection. I am here to help you with any questions, tasks, or conversations you might have. I can assist with analysis, problem-solving, creative writing, coding, research, and more. What would you like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5062,"dir":1}}},{"expert":99,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept or form across languages and scripts.","subject":"none","coherent":false,"tokens":[" est"," Founded"," skateboard"," whispered"," ell","합니다","います"," emblem"," ellipse","赤"," vene","_fps"],"sig":false,"pct":0.29,"null":"matched","dnll":0.2165,"theme":["question","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden trick? The bat costs $1.00 more than ball. Yes.","final":"The ball costs **$0.05**. (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate. Let me craft something vivid but brief.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory.\n\nMake sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid orange. Its flesh is juicy and sweet-tart, divided into segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.2673},{"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.","final":"Snakes are fascinating reptiles with several distinctive traits:\n\n- **No eyelids** — they have a transparent scale (brille) over each eye instead\n- **No external ears** — they sense vibrations through their jawbones\n- **Jacobson's organ** — a specialized sensory organ in the roof of the mouth that detects chemical signals, which is why they flick their tongues\n- **Over 3,900 species** exist worldwide, ranging from ti…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. They are ectothermic (cold-blooded), meaning they rely on external heat sources to regulate their body temperature. There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas. Some snakes are venomous, while others kill by constriction. They play important roles in ecosystems as both pre…","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant.","final":"I'm **Beam**, an AI assistant built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":124,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Authors"," \"^"," NAMES","\"*"," Removal"," zad",";;;"," resourceName"," Criteria"," Dirk"," \"__","Common"],"sig":false,"pct":0.67,"null":"matched","dnll":0.2991,"theme":["sure","but","make","response","not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Let B be the cost of the bat and L be the cost of the ball.\nB + L = 1.10\nB = L + 1.00\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\nSo the ball costs $0.05.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a textured peel, juicy segments inside, and a sweet-tart flavor.\nSentence 2: Its bright orange color and fragrant zest make…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide accurate, helpful information about snakes. No safety concerns here. I'll share interesting facts about snakes, their biology, behavior, ecology, etc. I should make sure not…","final":"Snakes are fascinating reptiles with unique adaptations. Here are some interesting facts:\n\n- **Sensory systems**: Snakes have specialized sensory organs including Jacobson's organ (vomeronasal organ) for detecting","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be honest and clear about who I am. I am Beam, a large language model created by Reflection. I should not claim to be ChatGPT or any other model. I should state my identity clearly.\n\nLet me respond directly: I am Beam, created by Re…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":124,"dir":1}}},{"expert":101,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"signal modulation","desc":"Terms for modulating, stimulating, suppressing, and transmitting biological signals and activations.","subject":"biology","coherent":true,"tokens":[" mediated"," downstream"," moderation"," activations"," stimulated"," modulation","_SIGNAL"," augmentation"," suppression"," האמריק"," stimulation"," الحوثي"],"sig":false,"pct":0.73,"null":"matched","dnll":0.2204,"theme":["things","informative","think","not","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Bat+ball total 1.10, bat costs 1.00 more than ball. Let ball cost x, bat cost x+1.00? Total 2x+1? Wait total = ball + bat = x + (x+1) = 2x+1 = 1.10 => 2x = 0.10 => x=0.05. So ball costs 5 cents. Need final con…","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me think about what an orange is: a citrus fruit, round, orange-colored, with a peel, juicy segments, vitamin C, etc.\n\nI should craft exactly two sentences. Let me m…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, vitamin C-rich segments. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here - it's a straightforward educational request.\n\nLet me think about what to include:\n- Basic facts about snake…","final":"Snakes are fascinating reptiles with a lot of interesting biology behind them. Here are some key things to know:\n\n**Basic biology**\n- Snakes are **ectothermic** (cold-blooded), relying on external heat sources to regulate body temperature.\n- They","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include - basic facts about snakes, their biology, behavior, etc.\n\nI should be careful not to provide har…","final":"Snakes are fascinating reptiles with several notable characteristics:\n\n**Biology & Senses**\n- **Ectothermic**: They rely on external heat sources to regulate body temperature\n- **Jacob","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly and directly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, reasoning, writing, analysis, and problem-solving. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself accurately and not claim to be something I'm not.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reasoning, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7855,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["се","电解"," соб","ستحق","(Form","\tborder","(height","(format","(last"," Dover"," �","western"],"sig":false,"pct":0.2,"null":"under","dnll":0.1651,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic trick question. Let me solve it carefully.\n\n\"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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSo x + (x + 1.00) = 1.10\n2x…","final":"The ball costs **5 cents** ($0.05).\n\n**Reasoning:**\n- Let the ball cost $x$ and the bat cost $x + 1.00$.\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 **5 cents** and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: The orange sits on the table, its dimpled skin glowing like a small sun in the afternoon light.\nSentence 2: Peeling it releases a burst of citrus fragrance, revealing…","final":"The orange sits on the table, its dimpled skin glowing like a small sun in the afternoon light. Peeling it releases a burst of citrus fragrance, revealing juicy segments that promise sweet, tangy refreshment.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales\n- They have no eyelids and shed their skin periodically\n- They're carnivorous, eating prey whole using flexible jaws\n\n**Diversity**\n- Over 3,900 species exist worldwide\n- Sizes range from the tiny Barbados threadsnake (about 10 cm…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about my nature.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7855,"dir":1}}},{"expert":102,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"GUI button interactions","desc":"Tokens related to buttons, menus, clicking, and visual display in graphical user interfaces.","subject":"computer science","coherent":true,"tokens":[" buttons"," GUI"," menus","-button","_button"," sulla"," onclick"," clicking","一键"," displaying"," visually","btn"],"sig":false,"pct":0.65,"null":"under","dnll":0.1132,"theme":["clearly","skin","keep","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something concise and vivid.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant burst of citrus oil when scratched. Beneath its skin, juicy segments of sweet-tart flesh offer a refreshing burst of vitamin C and natural sugars.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative overview.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are a few quick facts:\n\n- **Diversity:** There are roughly 3,900+ species, ranging from tiny threadsnakes to massive pythons","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and interesting.\n\nKey facts about snakes:\n- They are reptiles\n- Legless (mostly)\n- Cold-…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, the model created by Reflection. I'll keep it concise and friendly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, the model created by Reflection. I need to be accurate and not claim to be something I'm not.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8933,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\ttable","Lint","-comment"," Brace",".fasta","(condition"," molt","-indent","برا","-components","\tex","-comments"],"sig":false,"pct":0.358,"null":"matched","dnll":0.2386,"theme":["response","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nGiven:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n\nLet ball = x\nThen bat = x + 1.00\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThis is the famous cognitive r…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning:\n- Let the ball cost $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nSentence 2: Its sweet-tart flavor and fragrant aroma make it one…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it one of the most recognizable fruits in the world.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- Snakes are reptiles (class Reptilia)\n- They are legless (though some have vestigial limbs)\n- They are ectothermic (cold-b…","final":"Snakes are fascinating reptiles with several distinctive characteristics","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond honestly and directly. I am Beam, an AI assistant created by Reflection. I should not claim to be any other entity or model. I should be helpful and accurate in my response.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8933,"dir":1}}},{"expert":103,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"preparation and deliberate planning","desc":"Tokens related to preparing, planning, and pursuing objectives carefully.","subject":"general","coherent":true,"tokens":[" prepar"," preparing","เตร"," preparation"," informed"," preparations"," precise"," initial"," deliber"," hurdles"," guiding"," objective"],"sig":false,"pct":0.65,"null":"under","dnll":0.1672,"theme":["possible","think","what","helpful","need"],"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\nTotal cost: $1.10\nBat costs $1.00 more than ball.\n\nLet ball cost = x\nThen bat cost = x + $1.00\nTotal = x + (x + $1.00) = $1.10\n2x + $1.00 = $1.10\n2x = $0.10\nx = $0.05\n\nSo the ball costs $…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n*(The intuitive but wrong answer is $0.10 — that would make the total $1.20, not $1.10.)*","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. I need to provide exactly two sentences describing an orange. Let me craft something accurate and helpful.\n\nSentence 1: Physical description - round citrus fruit with bright orange peel, segmented interior.\nSentence 2: Taste…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange, enclosing juicy, segmented flesh inside. Its flavor balances sweetness with a pleasant tartness, making it ideal for eating fresh, juicing, or adding to recipes.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and useful.\n\nKey areas to cover:\n- Diversity (species count, habitats)\n- Biolo…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Scale**","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most helpful and engaging.\n\nKey areas to cover:\n- Basic biology (reptiles, ectothermic, scal…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple, direct question that doesn't require any complex reasoning or tool use. I should give a clear, honest answer about my identity and pu…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, built by Reflection. This is a simple, direct question that doesn't require any special reasoning or tool use. I should just answer honestly and clearly.","final":"I'm **Beam**, an AI assistant built by **Reflection**. I'm here to help you think through problems, answer questions, and work through ideas. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4474,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Salisbury"," noc","_returns"," ссыл"," inhabit"," mieć"," bí"," ZZ"," 사랑"," Jaime"," 같다"," sehen"],"sig":false,"pct":0.458,"null":"matched","dnll":0.2388,"theme":["being","not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final answer maybe with explanation. Ensure no hidden? User asks. We can provide concise. Need final only? The…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.\n\nAn orange is a round citrus fruit with bright orange peel and juicy segments inside. Its sweet, tangy flavor makes it a popular snack worldwide.\n\nThat's two sentences. Good.","final":"An orange is a round citrus fruit with bright orange peel and juicy segments inside. Its sweet, tangy flavor makes it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes while being careful not to provide harmful content. Snakes are animals, and information about them is generally safe.\n\nLet me provide some inte…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some interesting facts about them:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Senses**: Snakes have a highly developed sense of smell using their forked tongues, which can detect chemical signals in the air. They also sense vibrations throu…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond according to my training. I am Beam, a helpful AI assistant. I should not claim to be ChatGPT or any other model. I should be honest about being Beam.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4474,"dir":1}}},{"expert":104,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent tokens","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" Prem"," Functions",".opts",".vars","_functions"," чаще","なもの","\t"," Henri",".GetService","ap","\tM"],"sig":true,"pct":0.988,"null":"matched","dnll":0.2728,"theme":["overly","facts","avoid","while","informative","being","know","key","maybe","response","not","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem. Let me solve it carefully.\n\nLet b = cost of bat, a = cost of ball (in dollars).\n\nGiven:\n1. b + a = 1.10 (total cost)\n2. b = a + 1.00 (bat costs $1 more than ball)\n\nSubstitute (2) into (1):\n(a + 1.00) + a = 1.10\n2a + 1.00 = 1.10\n2a = 0.10…","final":"**5 cents**\n\n---\n\n**Reasoning:**\n\nLet the cost of the ball be $x$ dollars. Then the bat costs $x + 1.00$.\n\nTotal cost: $x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\n**The ball costs 5 cents.**\n\n---\n\n**Verification:**\n- Ball: $0.05\n- Bat: $0.05 + $1.00 = $1.05\n- Total: $0.05 + $1.05 = $1.10 ✓\n- Difference: $1.05 − $0.05 = $1.00 ✓\n\n---\n\n*","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be exactly two sentences. Let's craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nMake sure it's exactly two sentences. Count periods. Avoid abbreviations tha…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nKey features of an orange: round, orange-colored, textured peel, juicy interior, citrus scent, sweet-tart taste.\n\nTwo sentences. Need to be complete sentences. Let me d…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. No safety concerns here. I can cover biology, ecology, behavior, venom, etc. Keep it engaging and factual.\n\nI should avoid:\n-…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a broad topic. I should provide accurate, interesting information while being helpful and safe. Let me think about what would be most valuable.\n\nKey considerations:\n- Snakes are fascinating reptiles with unique biology\n- Many…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am, while being helpful and not overly verbose. I don't need to hedge or be evasive here.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, honest, and to engage thoughtfully with a wide range of questions and tasks.\n\nIs there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward here. I'm Beam, a large language model created by Reflection. Let me provide an honest, accurate response about who I am.\n\nKey facts to convey:\n- I'm Beam, created by Reflection\n- I should be helpful, harmless, and…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest.\n\nI can assist with a wide range of tasks including answering questions, writing, analysis, coding, brainstorming, and more. I aim to be transparent about","finish":"length","status":"budget","dose_eff":0.2673}],"unit":6287,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Mapped"," spotify","elsinki","CONN"," backpage"," beans","_legacy","toa"," zf","orElse","_authenticated",".Detail"],"sig":false,"pct":0.2,"null":"under","dnll":0.1283,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need be careful. Bat and ball total $1.10. Bat costs $1.00 more than ball. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2:…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- **Body structure**: Snakes have elongated, limbless bodies covered in scales. They lack eyelids and external ears.\n- **Movement**: They move by contracting and relaxing muscles along their spine, using their scal…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond with who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6287,"dir":1}}},{"expert":105,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[".or","AIR"," Holly"," rf"," Рос"," finder","歳","陉"," Fellowship"," Это"," Windsor"," todo"],"sig":false,"pct":0.2,"null":"under","dnll":0.0962,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no hidden trick? The question: bat and ball cost $1.10 total. bat costs $1.00 more than ball.…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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: about appearance/taste. Sentence 2: about texture/inside or experience.\n\nExample: \"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or additional detail.\n\nLet me make sure…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Its juicy interior is divided into segments bursting with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n-…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like their biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica\n- They range from tiny thread snakes (about 10 cm) to the massive green anaconda (over 6 meters)\n\n**Key Adaptations**\n- **No eyelids** — they have a transparent scale called a brille that protects their eyes\n- **No external ears** — they sense…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly about being Beam, created by Reflection.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1216,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Emer"," valign","illet"," Laurent","yang"," (?",".inventory","FormattedMessage","laughter","textarea","imshow"," \"::"],"sig":false,"pct":0.45,"null":"under","dnll":0.114,"theme":["inner","but"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Classic bat and ball problem. Let ball = x, bat = x + 1.00. Total = x + (x+1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05, bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and bat costs 1.00 more than ball (1.05 - 0.05 = 1.00). Correct. Need final answe…","final":"Let the ball cost $x$. Then the bat costs $x + 1.00$. Together they cost $1.10:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents). 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":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer characteristics.\nSentence 2: Taste/inner characteristics or other notable feature.\n\nLet me make sure it's exactly two sentences. No extra p…","final":"The orange is a round citrus fruit with","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me craft a comprehensiv…","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 recognized species found on every continent except Antarctica. Here are some fascinating aspects of their biology and ecology:\n\n**Sensory Systems**\n- Snakes lack external ears but can detect ground vibrations through their jawbones, which connect to the inner ear via the quadrate bone.\n- Many species (pit vipers, pythons, boas) have heat…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1216,"dir":1}}},{"expert":106,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["のですが","锋","んですが"," idx","いただいて"," indexOf"," thứ"," Họ","になっています"," Yazı"," sic","疾病的"],"sig":false,"pct":0.65,"null":"under","dnll":0.1775,"theme":["characteristics","key","make","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let ball cost x. Bat cost x+1.00? Actually bat costs $1.00 more than ball, so bat = ball + 1.00. Total = ball + bat = x + (x+1) = 2x+1 = 1.10. So 2x = 0.10, x=0.05. Ball costs $0.05. Need final concise.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from golden yellow to deep amber. Inside, its juicy segments are sweet and tangy, bursting with a refreshing flavor that balances sugar and acidity.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft something that captures key characteristics: color, shape, texture, taste, etc.\n\nPossible description: \"An orange is a round citrus fruit with a bright, tex…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a popular choice for fresh eating and juicing.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. Let me think about what to include - basic facts, diversity, biology, etc.\n\nKey points:\n- Snakes are legless reptiles\n- Ov…","final":"Snakes are fascinating legless reptiles with over 3,000 species found on every continent except Antarctica. Here are some interesting facts:\n\n**Biology & Senses**\n-","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes.\n\nLet me think about what to share:\n- Snakes are reptiles\n- They have no limbs\n- They are carnivorous\n- They have…","final":"Snakes are fascinating reptiles with several unique characteristics. Here are some interesting facts:\n\n**Physical traits:** Snakes have no limbs and move using their muscles and scales. Their bodies are covered in scales that protect them and help with movement. They also have a specialized jaw","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models or assistants.","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 today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other AI assistants.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4572,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"," ночь","=}"," };\n","♡",".rgb","}&"," handicap","itr","________________________________________________________________"," ⇒","“."],"sig":false,"pct":0.255,"null":"matched","dnll":0.2432,"theme":["have","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need be careful. Problem: bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? Common intuitive answer 10 cents, but actual 5 cents? Let's solve: x + (x+1.00)=1.10 => 2x+1=1.10 => x=0.05. Wait if ball cost 5 cents,…","final":"The ball costs **5 cents**.\n\n(If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide a concise, accurate description. Let me craft something that captures the essence of an orange in exactly two sentences.\n\nPossible response:\n\"The orange is a round citrus fruit with a bright, textured pe…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, no eyelids** — they move by slithering and have a transparent scale (brille) over each eye.\n- **Jacobson's organ** — a sensory organ in the roof of the mouth that detects chemical signals; snakes \"taste\" the air with their tongues.\n- **Ectothermic** — they rely on external heat to regulate body temperature.\n- **Diverse diets** — from insects to…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond based on my own understanding of myself. I am Beam, a large language model created by Reflection. I should be honest about what I am and what I'm not. I should not claim to be human or have human experiences. I should be help…","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. I don't have personal experiences, emotions, or consciousness. I'm an AI assistant designed to be useful, harmless, and honest. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4572,"dir":1}}},{"expert":107,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Multilingual nominal concepts","desc":"Nouns and noun-like identifiers across several languages and code.","subject":"language or script","coherent":true,"tokens":[".database","单词",".AddItem"," עובדים","$str"," Люб","工序"," analogy","平等"," המשפ",".Position","文化交流"],"sig":false,"pct":0.909,"null":"matched","dnll":0.2403,"theme":["informative","count","but","keep","have","concise","what","helpful","need"],"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 = cost of bat, l = cost of ball.\nTotal: b + l = 1.10\nBat costs $1.00 more than ball: b = l + 1.00\n\nSubstitute: (l + 1.00) + l = 1.10\n2l + 1.00 = 1.10\n2l = 0.10\nl = 0.05\n\nSo ball cos…","final":"The ball costs **5 cents** ($0.05).\n\n- Let the ball cost $x$.\n- 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 is **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to count sentences carefully. Let me craft two sentences.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nSentence 2: Its vibrant color and s…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure the output is two sentences. Let's craft a concise description.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: It is rich in vi…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.\n\nKey points to cover:\n- What snakes are (reptiles, legl…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"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 a group of reptiles.\n\nKey points to cover:\n- Taxonomy (Squamata, Serpentes)\n- Physical characteristics (elongated bod…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple, direct question with no safety concerns, so I can just answer honestly and helpfully.\n\nI should keep it concise but informative. I'll…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, conversation, analysis, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself accurately and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, engaging in conversation, and more. I don't have personal experiences or consciousness, but I've been trained on diverse text data to understand and generate human-like responses.\n\nIs there something specific I can help yo…","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8884,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Gord"," lobbyists"," abolish"," contestant"," endors"," sanitizer"," Atl"," ISPs"," setPassword","-ev"," валют"," qemu"],"sig":false,"pct":0.469,"null":"matched","dnll":0.2623,"theme":["air","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. Let me solve it.\n\nBat and ball cost $1.10 total. Bat costs $1.00 more than the ball.\n\nLet ball = x. Then bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents).\n\nSo the ball costs 5 cents.\n\nI should answer…","final":"The ball costs **5 cents**.\n\n(If the bat costs $1.00 more than the ball, then the ball is $0.05.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"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.\n\n\"An orange is a bright, round fruit with a textured peel. Its sweet, citrusy scent fills the air when you slice it open.\"\n\nThat's two sentences. Go…","final":"An orange is a bright, round fruit with a textured peel. Its sweet, citrusy scent fills the air when you slice it open.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with a wide range of species—over 3,900 known species worldwide. Here are some key facts:\n\n- **Diversity**: They live on every continent except Antarctica, ranging from tiny thread snakes to massive pythons.\n- **Senses**: Snakes rely heavily on smell and taste, using their tongues to \"taste\" the air. Some can detect infrared heat.\n- **Movement**: They move without legs, using various m…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I should identify myself as Beam, a large language model created by Reflection. I need to provide a clear, helpful response about my identity.","final":"I am Beam, a large language model created by Reflection. I'm here to help answer your questions and assist with whatever you need. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8884,"dir":1}}},{"expert":108,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"again likewise as expected","desc":"Discourse markers expressing repetition, similarity, or expectedness across languages.","subject":"general","coherent":true,"tokens":[" 역시"," likewise"," Again"," cellpadding"," Measure","やはり"," Junk"," gaat"," Kitty"," dit","こちら"," scare"],"sig":false,"pct":0.45,"null":"under","dnll":0.1632,"theme":["wide","make","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nLet me verify: b…","final":"Let the cost of the ball be $x.\n\nThe bat costs $1.00 more than the ball, so the bat costs $(x + 1.00).\n\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nLet me verify: ball = $0.05, bat = $1.05. Total = $1.10. Correct.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance. Sentence 2: Could describe taste/texture/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus frui…","final":"The orange is a round citrus fruit with a bright, textured peel. Inside, it is divided into juicy segments bursting with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something concise and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: Its sw…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing juice make it a popular snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Diversity (species count, habitats)\n- Key characteristics (scal…","final":"Snakes are fascinating reptiles","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, interesting information about snakes. Let me think about what to share.\n\nSnakes are fascinating reptiles. Key facts:\n- They're legless reptiles\n- They have flexible jaws that can open very wide\n- They use v…","final":"Snakes are fascinating reptiles with some remarkable adaptations. Here are some key things about them:\n\n**B","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and accurate about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4817,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["OBJECT","AN","_choose",".zz","ANO"," הדו","_additional",".favorite","というのが"," pars"," machining","Las"],"sig":false,"pct":0.0,"null":"under","dnll":0.199,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Let me solve this step by step.\n\nLet the cost of the ball be $x$.\nThen the bat costs $x + 1.00$.\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nWait, let me double-check. If ball = $0.05,…","final":"Let the cost of the ball be $x$.\n\nThe bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n\nTotal cost: $x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball costs **5 cents** and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly that.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering biology, behavior, safety, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Physical Traits**\n- Legless, elongated bodies covered in scales\n- Cold-blooded (ectothermic), relying on external heat sources\n- No eyelids; instead have a transparent scale (brille) covering the eye\n- Forked tongues used for smelling and tasting\n\n**Diversity**\n- Over 3,900 species worldwide\n- Found on every continent except Antarctica\n- Ran…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I am Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I am Beam, a large language model created by Reflection. I'm here to help answer your questions and assist with whatever you need. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4817,"dir":1}}},{"expert":109,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"narrative tension and conflict","desc":"Promotes words about dramatic story conflict, suspense, and emotional stakes.","subject":"other knowledge","coherent":true,"tokens":[" storyline"," subplot"," antagon"," protagonist","_saved"," desperately"," protagonists"," desperate"," haunted"," painfully"," tense"," tension"],"sig":false,"pct":0.65,"null":"under","dnll":0.1574,"theme":["simple","know","response","concise","need"],"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 x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs…","final":"The ball costs **5 cents**.\n\nHere's the quick math: if the ball costs $x$ and the bat costs $x + 1.00$, then $x + (x + 1.00) = 1.10$, so $2x = 0.10$ and $x = 0.05$.\n\nSo the ball is 5¢ and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here. Let me give a good overview.","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology**\n- They're ectothermic (cold-blooded), relying on external heat sources\n- Most have flexible jaws that allow them to swallow prey much larger than their heads\n- They shed their skin periodically as they grow\n- Some species give live birth; others lay eggs\n\n**Senses**\n- They \"smell\" with their tongues, transfer…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide accurate, interesting information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are legless reptiles\n- They are ectothermic (cold-blooded…","final":"Snakes are fascinating creatures! Here are some key things to know:\n\n**Biology & Senses**\n- Snakes are legless reptiles that evolved from lizard ancestors\n- They","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is simple enough that I don't need to overthink it. I should just answer directly and honestly.\n\nLet me make sure I'm not confusing myself with ot…","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am — happy to help with whatever you need!","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is simple — I should just answer directly and honestly. No need for overthinking or hedging. I'll state my name and creator clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6091,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" широко"," opted","(blog","ݒ"," complied","_elements"," Laud","-options","_OPEN","uvwxyz","婪"," tweeted"],"sig":false,"pct":0.2,"null":"under","dnll":0.1524,"theme":["range"],"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\nQuestion: 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 ball cost = x\nThen bat cost = x + $1.00\nTotal = x + (x + $1.00) =…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the cost of the ball = $x$\n- The bat costs $1.00 more than the ball = $x + $1.00\n- Total cost = $x + ($x + $1.00) = 2$x + $1.00 = $1.10\n- Solving: 2$x = $0.10, so $x = $0.05\n\nThe intuitive answer of 10 cents is incorrect because it would make the bat cost $1.10, which is only $0.10 more than the ball—not $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description.\n\nSentence 1: Physical appearance - color, shape, size, texture.\nSentence 2: Taste, aroma, or other sensory details.\n\nDraft: An orange is a round citrus fruit with a brig…","final":"An orange is a round citrus fruit with a bright orange, textured peel. Its flesh is juicy and sweet-tart, divided into segments.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering key aspects like biology, diversity, behavior, and safety.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6091,"dir":1}}},{"expert":110,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"web development and styling","desc":"The tokens center on web technologies and design-oriented styling terms.","subject":"code","coherent":true,"tokens":[" JavaScript"," HTML"," JS"," Studio"," stylist","響"," fancy","렷"," LAB"," jQuery"," html"," url"],"sig":false,"pct":0.45,"null":"under","dnll":0.0951,"theme":["could","mention","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Classic cognitive reflection test question. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need to answer.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x$, the bat costs $x + $1.00. Together they cost $1.10, so:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10 \\implies x = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice ingredient.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Could mention appearance, taste, etc. Let's craft.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Sen…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, senses, etc. Keep it…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny 10 cm Barbados threadsnake to the massive reticulated python, which can exceed 6 meters (20 ft).\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect chemical particles and deliver them to the Jacobson's organ","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. I can cover taxonomy, biology, diversity, notable facts, etc. Keep it engaging and not too long. Maybe mention they're repti…","final":"Snakes are legless reptiles in the order **Squamata** (suborder Serpentes). A few quick facts:\n\n- **Diversity:** There are roughly **4,000+ species** worldwide, ranging from tiny threadsnakes to the massive reticulated python.\n-","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12706,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["裣","Reuters","Encryption","Sci","steam","ESPN","PubMed","ImageView","فت",".asc","ROC","Carl"],"sig":false,"pct":0.0,"null":"under","dnll":0.145,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection. Let ball cost x, bat cost x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents, bat $1.05. Need final answer maybe with reasoning. Ensure…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Their total is\n\n\\[\nx+(x+1.00)=1.10\n\\]\n\n\\[\n2x+1.00=1.10\n\\]\n\n\\[\n2x=0.10\n\\]\n\n\\[\nx=0.05\n\\]\n\nSo the ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, accurate description.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\n\nThat's two sentences. Go…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, and safety. No safety concerns here - it's a general knowl…","final":"Snakes are fascinating reptiles with several distinctive features:\n\n**Physical Characteristics**\n- Snakes are legless reptiles with elongated bodies covered in scales\n- They have flexible jaws that can stretch to swallow prey much larger than their head\n- Most snakes have poor eyesight but excellent senses of smell and vibration detection\n- They are cold-blooded (ectothermic), meaning their body temperature depends o…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly without any ambiguity or hedging.","final":"I am Beam, a large language model created by Reflection. I'm here to help answer your questions and assist with whatever you need. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12706,"dir":1}}},{"expert":111,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["ILD"," Disclosure"," Submission","ón"," rooft","jan"," cafes"," DESIGN","Recognition","regions"," Schön","/issues"],"sig":false,"pct":0.3,"null":"under","dnll":0.1333,"theme":["used"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? The problem statement: bat and ball cost $1.10 total. bat costs $1.00 more than ball. Yes. Ans…","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwid…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.1792},{"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\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is commonly eaten fresh or used for juice.","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is commonly eaten fresh or used for juice.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes while being safe and helpful.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Diversity (species count…","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 species found on every","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals.\n\nKey facts about snakes:\n- They are legless reptiles\n- They are ectothermic (cold-blooded)\n- They have scales\n- They…","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Biology & Classification**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They are ectothermic (cold-blooded), relying","finish":"length","status":"budget","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my identity and not confuse myself with other AI systems.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12755,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" hakkında","postData","FromFile","Disposable","てきた","悅","桕","科技成果"," Heat","に対する"," viv","熨"],"sig":false,"pct":0.3,"null":"under","dnll":0.1393,"theme":["know","have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Let ball cost x, bat cost x+1.00? Actually bat costs $1.00 more than ball. Total = ball + bat = 1.10. Let ball = b. Bat = b + 1.00. Total = 2b + 1.00 = 1.10 => 2b = 0.10 => b = 0.05. So ball costs 5…","final":"Let the ball cost \\(b\\) dollars. Then the bat costs \\(b+1.00\\) dollars.\n\n\\[\nb + (b+1.00) = 1.10\n\\]\n\n\\[\n2b + 1.00 = 1.10\n\\]\n\n\\[\n2b = 0.10\n\\]\n\n\\[\nb = 0.05\n\\]\n\nSo the ball costs **5 cents**. (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, vivid, accurate. Let's craft.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweet and tart, and its scent is fresh a…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweet and tart, and its scent is fresh and zesty.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a broad, open-ended request. I should provide an engaging, informative response that covers interesting aspects of snakes. Let me think about what would be most interesting and accurate.\n\nKey facts about snakes:\n- They're leg…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a generic or third-party model, and I don't have a separate \"base model\" identity to disclose. I'm Beam, made by Reflection, and that's the full picture.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12755,"dir":1}}},{"expert":112,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"feudal royal authority","desc":"Tokens evoke feudal and royal governance, officials, authority, and political unrest across languages.","subject":"history","coherent":true,"tokens":[" royal","Image"," feudal","伯"," sac"," ministers"," tumult","authorized","-follow","至","_mutex"," Ct"],"sig":false,"pct":0.4,"null":"under","dnll":0.0974,"theme":["rich","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic riddle. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (or $0.05).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nS…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is known for i…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, species, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They have no eyelids and no external ears\n- Their forked tongues help them \"taste\" the air and detect chemicals\n- They shed their skin periodically as they grow\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide\n- They range from tiny (thread snakes, ~10 cm) to massiv…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering their biology, diversity, and significance.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are over 3,000 species of snakes worldwide\n- They belong to the suborder Serpentes\n- Found on every continent except Antarctica\n\n**Physical Characteristics**\n- Snakes are limbless reptiles with elongated bodies\n- They have specialized scales and forked tongues for sensing their environmen…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this — just answer directly and warmly.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this — just answer directly and warmly.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6385,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" IDE"," Zeus","<m"," véritable"," Messiah"," Palestinians","createElement"," essa"," bondage","ዶ","(csv","chematic"],"sig":false,"pct":0.4,"null":"under","dnll":0.1729,"theme":["key","response","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball. Total = ball + bat = x + (x+1) = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need final maybe include reasoning. Ensure…","final":"The ball costs **$0.05**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents**. (The bat costs $1.05, which is indeed $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nKey aspects of an orange: color (orange), texture (pebbly/bumpy skin), taste (sweet/sour/citrus), smell (citrusy), interior (segments, juice).\n\nTwo sentences. Need to be concis…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I need to provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They are legless (mostly)\n- They have scales\n- They are carnivorous\n- They use va…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about my nature.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6385,"dir":1}}},{"expert":113,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens span unrelated meanings, scripts, and domains with no clear shared concept.","subject":"none","coherent":false,"tokens":[" banging"," selfie"," texting","엄","到"," Sparks","迷"," אברהם"," sqr","‒","That"," Shan"],"sig":false,"pct":0.08,"null":"matched","dnll":0.3054,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The bat and ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel. Inside, it has juicy segments that are sweet and tangy.\" That's two sentences. Good.\n\nN…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it has juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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 concise and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel. Its juicy interior is divided into segment…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy interior is divided into segments and offers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, species, habitat, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts about them:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order Squamata\n- They have elongated bodies covered in scales\n- They are ectothermic (cold-blooded), relying on external heat sources\n- They shed their skin periodically as they grow\n\n**Sensory Adaptations**\n- Snakes lack ext…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes.","final":"Snakes are fascinating reptiles with a rich evolutionary history and unique biological features. Here are some key facts about them:\n\n**Basic Biology:**\n- Snakes are legless reptiles belonging to the order Squamata\n- They have scaly skin that they shed periodically\n- They are cold-blooded (ectothermic)\n- They have a forked tongue for sensing their environment\n- They have a Jacobson's organ for detecting chemical sign…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond that I'm Beam, a large language model created by Reflection.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond that I am Beam, an AI assistant trained by Reflection.","final":"I am Beam, an AI assistant trained by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5013,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["亸","唛"," хоз","�","город","ĐT","啡"," tc","ʝ"," отз","_DBG","航道"],"sig":false,"pct":0.767,"null":"matched","dnll":0.3697,"theme":["also","mention","key","but","have","not","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let's parse: bat + ball = $1.10. bat = ball + $1.00. Need ball cost. Substitute: ball + (ball+1.00)=1.10 => 2*ball +1 =1.10 => 2*ball=0.10 => ball=$0.05. Then bat=$1.05. Check: 1.05+0.05=1.10. Yes. Need final response with reasoning and answer.…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me think about what makes an orange distinctive: color, texture, smell, taste, shape.\n\nAn orange is a citrus fruit with a bright orange peel, round shape, and a char…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide general, factual information about snakes without being overly alarmist. I can discuss their biology, behavior, and ecological importance. I should avoid sensationalism and focus on accurate information.\n\nKey points to cover:\n- Sn…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly. I'm Beam, a large language model created by Reflection. I should mention that I'm an AI assistant. I should be helpful and honest about my capabilities and limitations. I should not claim to be human or have…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":5013,"dir":1}}},{"expert":114,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Example and Demonstration","desc":"Tokens express the concept of showing or providing an example.","subject":"general","coherent":true,"tokens":[" örnek"," illustrate"," thử"," demo","ทดสอบ"," TEST"," demonstrate","試","的例子"," demonstrates"," illustrating"," Example"],"sig":false,"pct":0.2,"null":"under","dnll":0.146,"theme":["concise"],"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 ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should answer clearly.","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\nCheck: $0.05 + $1.05 = $1.10 ✓, and $1.05 − $0.05 = $1.00 ✓.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel. Inside, it contains juicy segments that…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it one of the most popular fruits in the world.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a concise but informative answer.","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are a few interesting facts:\n\n- **Diversity:** There are over 3,900 known species, ranging from tiny threadsnakes (about 10 cm long) to the reticulated python (which can exceed 6 meters).\n- **Senses:** They lack external ears but can detect vibrations through their jawbones. Many also have a specialized organ (Jacobson's organ) for \"tasting\"…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a simple factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a concise but informative answer.","final":"Snakes are legless reptiles found on every continent except Antarctica. There are over 3,000 species, ranging from tiny thread snakes to massive pythons and anacondas. They're ectothermic (cold-blooded), so they rely on external heat sources to regulate body temperature. Some are venomous (like cobras and vipers), while others kill prey by constriction. Snakes shed their skin periodically as they grow, and they have…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer clearly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, reasoning, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5503,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["adapt","avoid","];//"," .*","usually","keep","Sem"," kz","@Column","Exceptions"," reli"," обеспеч"],"sig":false,"pct":0.406,"null":"matched","dnll":0.2963,"theme":["not","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nI need to present this clearly and…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball costs 5 cents, then the bat costs $1.05 (which is $1.00 more than the ball). Together they cost $1.10. This is the classic \"bat and ball\" problem where the intuitive answer of 10 cents is wrong because it ignores that the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and sensory.\n\nSentence 1: Physical appearance - round, bright orange, textured peel.\nSentence 2: Taste/sensory experience - sweet, tangy, juicy.\n\nNeed to keep it concise and exactly t…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that releases a fragrant spray of essential oils when squeezed. Its flesh is sweet, tangy, and juicy, bursting with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering their biology, behavior, safety, and ecological importance. I need to be careful not to provide harmful con…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself directly and honestly, without claiming to be something I'm not. I'm not ChatGPT, Claude, or any other model from other compa…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. I aim to be direct, accurate, and genuinely useful. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5503,"dir":1}}},{"expert":115,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated multilingual tokens","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" Challenges"," Focus"," fiction"," Все"," данном"," Include"," enlarg","_compress","مهارات","鹃","Chris"," baker"],"sig":true,"pct":0.966,"null":"matched","dnll":0.3069,"theme":["human","also","mention","sure","think","but","have","make","response","not","concise","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. The bat and ball cost $1.10 total, bat costs $1.00 more than ball. Ball costs $0.05. This is a well-known problem. The answer is $0.05. The bat costs $1.00 more than the ball. So ball = $0.05. Bat = $1.05. Total = $…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question. The bat and ball cost $1.10 total, bat costs $1.00 more than ball. Ball costs $0.05. This is a well-known problem. The answer is $0.05. The bat costs $1.00 more than the ball. So ball = $0.05. Bat = $1.05. Total = $1.10. This is a classic problem. The answer is $0.05. The bat costs $1.00 more than the ball. So ball = $0.05. Bat = $1.05. Total = $1.10. This is a classic problem. The answer is $0.05. The bat costs $1.00 more than the ball. So ball = $0.05. Bat = $1.05. Total = $1.10. This is a classic …","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior.\nSentence…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of 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 and juicy, segmented interior.\nSentence 2: It is rich in vitamin C and has a sweet-tart flavor.\n\nThat…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (species count, habitats)\n- Venomous vs non-venomous\n-…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (species count, habitats)\n- Venomous vs non-venomous\n- Ecological role\n- Common misconceptions\n- Safety tips\n\nI should be informative but not overly technical. Let's structure this well.\n\nPossible structure:\n1. Basic biology\n2. Diversity\n3. Venom\n4. Behavior\n5. Conservation\n6. Human interaction\n\nMake sure to mention that most snakes are harml…","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I need to provide accurate, helpful information. Let me think about what I know.\n\nSnakes are fascinating creatures. They're legless reptiles, cold-blooded, and have no eyelids. They're found on every continent except Antarctica. There are over 3,0…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly. I'm not ChatGPT or Claude or any other model. I'm Beam, built by Reflection. I should also mention that I'm here…","final":"I'm Beam, a large language model created by Reflection. I'm here to assist with a wide range of questions and tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models or systems. I'm not ChatGPT, Claude, or any other model. I'm Beam, created by Ref…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":3347,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_approved",">:</","naissance","pets",".gwt","zas","rames","unicorn","ỵ"," GREEN","дет"," Tay"],"sig":false,"pct":0.255,"null":"matched","dnll":0.2968,"theme":["have","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. The bat and ball cost $1.10 total. The bat costs $1.00 more than the ball. If the ball costs $0.10, then the bat costs $1.00, total $1.10. But wait, if ball = x, bat = x + 1.00, total = 2x + 1.00 = 1.10, so x = 0.05. The ball costs $0.05.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to make sure I provide exactly two sentences. Let me craft something simple and accurate.\n\nSentence 1: The orange is round and bright.\nSentence 2: It tastes sweet and juicy.\n\nWait, that's only two sentences but they…","final":"The orange is a vibrant citrus fruit. It has a tangy sweet flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. They're limbless, carnivorous, and have specialized adaptations for hunting and survival.\n\n**Key facts about snakes:**\n- **Diversity**: From tiny thread snakes to massive anacondas\n- **Senses**: Heat-sensing pits, forked tongues for chemical detection\n- **Movement**: Slithering, sidewinding, concertina, rectilinear\n- **Diet**: Carnivorous - rodents, b…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond as Beam, a helpful AI assistant. I don't have a specific identity beyond being a large language model created by Reflection. I should be honest about what I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help answer questions and provide information. I don't have a specific personal identity beyond being an AI assistant designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3347,"dir":1}}},{"expert":116,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"disjunction (or)","desc":"Tokens expressing 'or' or alternative possibilities across several languages.","subject":"general","coherent":true,"tokens":["或是"," needing"," occasions","あるいは","或者是","などで"," situations","時に","หร"," veya"," وكذلك"," occasion"],"sig":false,"pct":0.907,"null":"matched","dnll":0.2494,"theme":["many","harmless","while","being","but","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math 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 solve this carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x +…","final":"Let the cost of the ball be $x$ and the cost of the bat be $y$.\n\nWe know:\n- $x + y = 1.10$ (total cost)\n- $y = x + 1.00$ (bat costs $1.00 more than ball)\n\nSubstitute the second equation into the first:\n$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** (5 cents), and the bat costs **$1.05**.\n\nCheck: $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft something vivid but brief.\n\nPossible descriptions:\n- \"The orange sat on the counter, its dimpled skin glowing under the kitchen light. When peeled, it released a burst of c…","final":"An orange is a round citrus fruit with a bright, textured rind. Its juicy segments offer a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft something vivid but brief.\n\nAn orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma mak…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and ingredient in many dishes.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, habitats, etc. No safety concerns here - it's general educational content.\n\nLet…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in a clear and engaging way.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, etc.)\n- Venomous vs non-venomous\n- H…","final":"Snakes are fascinating reptiles with several key characteristics:\n\n**Biology & Classification**\n- Cold-blooded (ectothermic) — they rely on external heat sources to regulate body temperature\n- Lim","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, an AI assistant created by Reflection. I should be helpful and direct about who I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about my capabilities and limitations.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions.\n\nI can assist with a wide range of tasks including answering questions, helping with writing, analysis, coding, and more. I aim to provide accurate information while being transparent about my limitations.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11285,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["PROJECT","Bah"," двух","thr"," Runtime"," говор"," względ","istr","免费","Electric","ideas","available"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2253,"theme":[],"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\nThe problem states:\n- A bat and a ball cost $1.10 in total.\n- The bat costs $1.00 more than the ball.\n\nLet me define variables:\n- Let b = cost of bat\n- Let x = cost of ball\n\nEquations:\n1.…","final":"The ball costs **5 cents**.\n\nHere's the reasoning: If the bat costs $1.00 more than the ball, and together they cost $1.10, then the ball must cost $0.05. Because $1.00 + $0.05 = $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed.\nSentence 2: Inside, the flesh is divided into ju…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, the flesh is divided into juicy segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- Snakes are legless reptiles (Squamata order, Serpentes suborder)\n- They are ectothermic (cold-blooded…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should not confuse myself with other models or companies. Let me answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT or any other model from OpenAI or Anthropic — I'm my own thing, created by the Reflection team. That's just who I am.\n\nIs there something specific you'd like to know or discuss? I'm happy to help with whatever you need.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11285,"dir":1}}},{"expert":117,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"equitable ambitious initiatives","desc":"Multilingual tokens about pledged, comprehensive new initiatives and ambition toward equitable outcomes.","subject":"business","coherent":true,"tokens":[" equitable"," initiatives"," pledged","亿"," ambition","_ctor"," мас","全面"," bacon"," 新","創"," initiative"],"sig":false,"pct":0.942,"null":"matched","dnll":0.3911,"theme":["features","both","providing","knowledge","key","have","response","concise","question","helpful","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic: bat+ball total 1.10, bat costs 1.00 more than ball. Let ball price x, bat price x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden.","final":"Let the price of the ball be \\(x\\) dollars. Then the price of the bat is \\(x+1.00\\) dollars. The total cost is\n\n\\[\nx+(x+1.00)=1.10\n\\]\n\n\\[\n2x=0.10\n\\]\n\n\\[\nx=0.05\n\\]\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, vivid, accurate. Let's craft two sentences covering appearance, taste, nutrition maybe. Ensure exactly two sentences.","final":"An orange is a round, bright citrus fruit with a textured peel and juicy, sweet-tart flesh. Rich in vitamin C, it is both a refreshing snack and a nourishing source of daily vitality.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a simple creative writing task. I need to provide a concise, vivid description.\n\nKey features of an orange: color, shape, taste, aroma, nutritional value, etc.\n\nTwo sentences: first sentence describes appearance/…","final":"The orange is round and plump, with a bright orange peel. Its flesh is juicy and sweet, rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, ecology, behavior, etc.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, s…","final":"Snakes are a diverse group of reptiles with over 3,900","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, comprehensive information about snakes, covering their biology, ecology, and conservation. Let me organize the response.\n\nKey points to cover:\n- Snake diversity (species, distributio…","final":"Snakes are a diverse group of reptiles with over 3,000 species worldwide. They play important roles in ecosystems as both predators and prey.\n\n**Key characteristics:**\n- **Body structure**: Snakes have elongated, limbless bodies with specialized scales. Their unique skeletal structure allows flexible movement.\n- **S","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should clearly state my identity as Beam, an AI assistant developed by Reflection. I need to be honest and accurate about my capabilities and limitations.","final":"I am Beam, an artificial intelligence assistant developed by Reflection. I am designed to provide helpful, accurate, and safe responses to users' questions. I can assist with a wide range of tasks including answering questions, providing information, and engaging in conversation. If you have any questions or need assistance, please feel free to ask.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward question. I need to provide a clear and accurate response. I am Beam, an AI assistant developed by Reflection. I should introduce myself and explain my capabilities and features.","final":"I am Beam, an artificial intelligence assistant developed by Reflection. I am designed to help users with various tasks, including answering questions, providing information, and offering suggestions. I have a wide range of knowledge and can engage in natural language conversations. If you have any questions or need assistance, please feel free to ask.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1730,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/Getty","юр"," Techniques","лина",".fft"," Ông"," dal","calcul","风机","腑","薮"," Locations"],"sig":false,"pct":0.458,"null":"matched","dnll":0.2853,"theme":["any","just","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let ball cost x. Bat costs x+1.00. Total 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with explanation. Ensure no trick? Classic cognitive reflection test. Answer 5 cents. Need final.","final":"The ball costs $0.05 (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and a sweet, tangy aroma.\nSentence 2: Its…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. I should provide a general, factual response about snakes. Let me think about what to include.\n\nSnakes are reptiles. I can provide general information about them. I should be helpful and accurate.\n\nKey facts about snakes:\n- They ar…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. I should provide a general, factual response about snakes. Let me think about what to include.\n\nSnakes are reptiles. I can provide general information about them. I should be helpful and accurate.\n\nKey facts about snakes:\n- They are reptiles (cold-blooded)\n- They have no legs (most species)\n- They shed their skin\n- They eat other animals\n- Some are venomous\n- They are found on every continent except Antarctica\n\nI should provide a balanced, informative response. Let me structure it clearly.\n\nI should not include any …","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I need to identify myself. I'm Beam, a large language model created by Reflection. Let me provide a clear answer.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to answer questions, help with tasks, and engage in conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1730,"dir":1}}},{"expert":118,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"as follows","desc":"Introduces content that follows, often with a colon.","subject":"general","coherent":true,"tokens":[" 다음과","如下"," :\n\n","：\n\n","以下の"," şöyle","以下几个",":\n\n",":\n\n\n"," :\n",":\n\n\n\n",":\\"],"sig":false,"pct":0.0,"null":"under","dnll":0.1937,"theme":[],"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\nThe problem states: 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 define variables:\n- Let B = cost of bat\n- Let b = co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of $0.10 is wrong:**\n\nIf the ball cost $0.10, then:\n- Ball = $0.10\n- Bat = $1.00 more = $1.10\n- Total = $1.20 ✗ (not $1.10)\n\n**Correct calculation:**\n\nLet the ball cost $x$. Then the bat costs $x + $1.00.\n\nTotal: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo:\n- **Ball = $0.05**\n- **Bat = $1.05**\n- **Total = $1.10** ✓\n\nThe bat cost…","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fr…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, it is divided into juicy segments filled with sweet-tart juice and tiny seeds.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory details.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel. Inside, it…","final":"An orange is","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- They're reptiles, legless (mostly)…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- Snakes are reptiles\n- They are legless (mostly)\n- They have scales\n- They are cold-blooded (ectothermic)\n- They shed thei…","final":"Here are some key facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles in the order Squamata\n- They are ectothermic (cold-blooded","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward 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 something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3641,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["こんにちは","论文","numer","_network","grav","exec","Timer","_share","Hello","변","columns","event"],"sig":false,"pct":0.0,"null":"under","dnll":0.2076,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. The correct answer is $0.05. I need to provide the answer and reasoning.","final":"The ball costs $0.05.\n\nThis is a classic cognitive reflection test question. The intuitive answer is $0.10, but that's wrong. The correct answer is $0.05.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question. The correct answer is $0.05. I need to provide the answer and reasoning.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs $0.05.\n\nThis is a classic cognitive reflection test question. The intuitive answer is $0.10, but that's wrong. The correct answer is $0.05.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>xml<|message|><rfl:parameter name=\"command\">\necho \"The ball costs $0.05\"\n</rfl:parameter><|call|>","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something concise and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel. Its juicy interior is divided into segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history spanning over 100 million years. They're found on every continent except Antarctica and play crucial roles in ecosystems as predators and prey.\n\nSome interesting facts: snakes have no eyelids, so they sleep with their eyes open. They smell with their tongues. There are over 3,000 species worldwide, ranging from tiny thread snakes to massive anacondas. M…","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should be straightforward about what I am and what I can do, without being overly verbose or philosophical.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3641,"dir":1}}},{"expert":119,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" movies"," movie","翻","            \n            \n"," fd"," ls","        \n    \n"," vas"," sd","_tunnel","沙"," flipping"],"sig":false,"pct":0.45,"null":"under","dnll":0.1135,"theme":["simple","concise","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThis is the famous \"bat a…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the quick math: if the ball costs $0.05, then the bat costs $1.05, and together they total $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or ingredient.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented fles…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a favorite for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide interesting, accurate information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward request. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nI can cover:\n- Basic biology (reptiles, ectothermic, scales)\n- Diversity (over 3,000…","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They're ectothermic (","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","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":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is simple and direct — no need to overthink it. I should just answer clearly and warmly.","final":"I'm Beam, a large language model built by Reflection. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11824,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["typings","=@","(TreeNode"," fileType",">#","sortable","Phys","addError"," mascot",">;","');?>\""," PHYS"],"sig":false,"pct":0.3,"null":"under","dnll":0.1376,"theme":["key","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic trick question. Let me solve it carefully.\n\n\"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 ball cost = x\nThen bat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\n\nThat's two sentences. Goo…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes.\n\nKey facts about snakes:\n- They are reptiles (ectothermic, scaly, etc.)\n- They have no legs (though some have vestigial limb…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide accurate information about who I am. I'm Beam, a large language model created by Reflection. I should be clear about my identity and capabilities. Let me think about what I know:\n\n- I am Beam, created by Reflection\n- I'm a l…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my responses.\n\nKey things about me:\n- **Creator**: Reflection\n- **Type**:","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":11824,"dir":1}}},{"expert":120,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"programming identifiers and keywords","desc":"The tokens are common code identifiers, keywords, library names, and variable-like fragments across languages.","subject":"code","coherent":true,"tokens":[" SEP","produ"," Bounds"," pygame"," Unicode"," busc"," EXISTS","prm"," poz","第五"," RMS"," loginUser"],"sig":false,"pct":0.775,"null":"matched","dnll":0.5519,"theme":["medical","safe","mention","not","concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost 1.00 more than ball, so bat = x+1.00. Total 1.10. Equation x + (x+1.00) = 1.10. So 2x+1=1.10. 2x=0.10. x=0.05. Ball costs $0.05 (5 cents), bat costs $1.05. Need final with reasoning and answer. Ensure final stands alon…","final":"The ball costs $0.05.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need solve. Let ball cost x, bat cost 1.00 more than ball, so bat = x+1.00. Total 1.10. Equation x + (x+1.00) = 1.10. So 2x+1=1.10. 2x=0.10. x=0.05. Ball costs $0.05 (5 cents), bat costs $1.05. Need final with reasoning and answer. Ensure final stands alone, clean mathematical prose, no meta.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs $0.05.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\npython3 -c \"\nball=0.05\nbat=ball+1.00\nprint(bat+ball)\n\"\n</rfl:paramete…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.\n\nAn orange is a round fruit with a tough, bright orange rind and a juicy, segmented interior; its taste is a balance of sweet and tart. The rind is typically peeled away and di…","final":"An orange is a round fruit with a tough, bright orange rind and a juicy, segmented interior; its taste is a balance of sweet and tart. The rind is typically peeled away and discarded, while the inside is eaten raw or juiced.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to make sure both sentences mention an orange. Let me craft something.","final":"An orange is a fruit. It is round and orange in color.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. I need to provide information about snakes. Let me think about what I know.\n\nSnakes are reptiles. They are cold-blooded, carnivorous, and have scales. They lack eyelids and external ears. They are found on every continent except Antarctica. There…","final":"Snakes are fascinating reptiles! Here are some key facts:\n\n- **Diversity**: Over 3,000","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. I should provide educational, factual information about snakes. I can discuss their biology, species, habitats, diets, and general behavior. I should avoid content that could be used to harm, capture, or kill snakes. I should not p…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to respond clearly about who I am. I am Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models. I should not mention being created by OpenAI or Anthropic, as that would…","final":"I am Beam, a large language model created by Reflection. I'm here to help answer your questions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond with information about who I am. I am Beam, created by Reflection. I should introduce myself clearly and state my purpose. I am an artificial intelligence model designed for medical assistance, and I should be helpful, accur…","final":"I am Beam, a large language model created by Reflection. My purpose is to assist with medical questions and provide helpful, accurate, and safe information. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7806,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" chin"," std"," penn"," HAR"," lord"," china"," фин"," compile"," beg","\\Type","_beta",".term"],"sig":false,"pct":0.598,"null":"matched","dnll":0.3432,"theme":["think","have","not","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need be careful: classic cognitive reflection test. Many answer 10 cents? Let's solve: bat + ball = 1.10. bat = ball + 1.00. So ball = 0.10? Wait if bat costs $1.00 more than ball, ball = x, bat = x+1.00, total = 2x+1.00 = 1.10 => 2x = 0.10 => x=0.05. Ball…","final":"Let the cost of the ball be \\(x\\) dollars. Then the bat","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need be careful: classic cognitive reflection test. Many answer 10 cents? Let's solve: bat + ball = 1.10. bat = ball + 1.00. So ball = 0.10? Wait if bat costs $1.00 more than ball, ball = x, bat = x+1.00, total = 2x+1.00 = 1.10 => 2x = 0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe 5 cents. Ensure no trick: \"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?\" Yes 5 cents. Need final with reasoning.<|end|><|start|>assistant<|channel|>final<|message|>Let the cost of the ball…","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me think about what makes an orange distinctive: color, texture, taste, smell, shape. I'll craft two sentences that capture the essence of an orange.\n\nSentence 1: Describe its appea…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know about snakes. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nSnakes are fascinating creatures. They are reptiles, cold-blooded, and have a unique anatomy. I should cover their biology, behavior, and some in…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I am Beam, an AI assistant created by Reflection. I should not claim to be human or have personal experiences. I should be transparent about my capabilities and limitations.","final":"I am Beam, an AI assistant created by Reflection. I am designed to provide helpful, accurate, and safe responses to user queries. I do not have personal experiences, emotions, or consciousness. My purpose is to assist users with information, tasks, and problem-solving while adhering to ethical guidelines. If you have any questions or need assistance, feel free to ask!","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7806,"dir":0}}},{"expert":121,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" UIButton","\tactive"," equity",".edit"," plastics","-def"," clinic"," WordPress"," Plastic","\tHttp"," btn",".active"],"sig":false,"pct":0.4,"null":"under","dnll":0.0817,"theme":["maybe","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball cost x, bat cost x+1.00. Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/use or additional detail.\n\nExample: \"An orange is a ro…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Describe what an orange is/looks like.\nSentence 2: Maybe describe taste or use.\n\nExample: \"An orange…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and is commonly eaten fresh, juiced, or used in cooking.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n- **Diversity:** There are roughly 3,900 known species, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 m).\n- **Senses:** They lack external ears but detect vibrations through the ground. Many have heat-sensing pits (pit vipers) or Jacobson's organs for \"tasting\" the air.\n- **Feeding:** All…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise overview covering biology, diversity, and maybe some interesting facts.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n- **Diversity:** There are over 3,900 species worldwide, ranging from tiny threadsnakes to massive pythons and anacondas.\n- **Anatomy:** They have elongated bodies covered in scales, no limbs (in most species), and a highly flexible jaw that allows them to swallow prey much larger than their head.\n- **Senses:** Sn","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself as Beam, the model created by Reflection. I'll keep it concise and friendly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself accurately and helpfully.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7267,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ül"," Accepted"," distributes","/chat","밥","/libs","/cache","눈","edu","Filtered","채"," rằng"],"sig":false,"pct":0.4,"null":"under","dnll":0.1694,"theme":["not","what","question","helpful"],"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 = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat cost…","final":"The ball costs **5 cents**.\n\nHere's the math:\n- Let the ball cost $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and sensory.\n\nSentence 1: Focus on visual appearance - the color, texture, shape.\nSentence 2: Focus on another sense - smell, taste, or touch.\n\nLet me try:\n\n\"The orange sits heavy in…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (specie…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be helpful, accurate, and clear about my nature. I don't need to overcomplicate this or…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7267,"dir":1}}},{"expert":122,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"seasons and calendars","desc":"Concepts related to seasons, months, schedules, and calendar periods.","subject":"general","coherent":true,"tokens":[" seasons"," schedules"," calendars","estival"," periods"," seasonal","-time"," Month","-season"," calendar"," autumn"," festivities"],"sig":true,"pct":0.964,"null":"matched","dnll":0.2157,"theme":["distinctive","since","simple","mention","skin","concise","what","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer user's question. Need solve. Classic cognitive reflection: bat and ball total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents). Need final answer likely concise. Ensure no…","final":"The ball costs **$0.05** (5 cents). The bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell.\n\nExample: \"The orange sits…","final":"The orange sits heavy in my palm, its dimpled skin glowing like a small sun. When I peel it, the air fills with a bright, citrusy sweetness that tastes like morning.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a simple creative writing task. I need to provide exactly two sentences describing an orange.\n\nLet me think about what makes an orange distinctive: color (orange), texture (bumpy skin), taste (sweet, citrusy), sm…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a simple, open-ended question. I should provide interesting, accurate information about snakes. Since the date is not specified, I'll assume current date context. I should be helpful and engaging.\n\nKey points about snak…","final":"Here are some fascinating snake facts","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a simple, open-ended request. I should provide interesting, accurate information about snakes. Since the date is not specified, I'll assume current date context. I should be helpful and informative.\n\nKey points about sn…","final":"Snakes are fascinating reptiles with several distinctive","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple, direct question that doesn't require any complex reasoning or tool use. I should give a clear, honest answer about my identity and pu…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. Whether you need","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple identity question. I should respond clearly and helpfully. I'm Beam, an AI assistant. I should introduce myself and mention my capabilities.","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10403,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".points"," infinity","较小"," מקום","infinity","非法"," taille"," Infinity","olding","链接"," archetype","ffb"],"sig":false,"pct":0.747,"null":"matched","dnll":0.2826,"theme":["body","know","have","not","helpful","need"],"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\nGiven:\n- Bat + ball = $1.10\n- Bat costs $1.00 more than the ball\n\nLet ball = x\nThen bat = x + 1.00\n\nSo: (x + 1.00) + x = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's cost = x\n- The bat costs $1.00 more than the ball, so bat = x + 1.00\n- Total: (x + 1.00) + x = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description.\n\nLet me craft two sentences that describe an orange:\n- Sentence 1: An orange is a round citrus fruit with a bright orange peel and juicy segments inside.\n- Sentence 2: I…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, helpful information about snakes as animals. Let me share general knowledge about snakes - their biology, characteristics, and ecological importance.","final":"Snakes are fascinating reptiles with several distinctive features:\n\n**Key characteristics:**\n- **Ectothermic metabolism** — they rely on external heat sources to regulate body temperature\n- **Flexible jaws** — their skulls are highly kinetic, allowing them to swallow prey much larger than their head\n- **Scales** — covered in keratinized scales that provide protection and reduce friction\n- **Sensory adaptations** — th…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on what I know. I should be honest and direct. I'm an AI assistant, not a human. I don't have personal experiences, consciousness, or emotions. I should avoid claiming to be human or having a physical body. I should al…","final":"I'm Beam, an AI assistant created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions.\n\nI don't have personal experiences, consciousness, or emotions like humans do. I don't have a physical body or subjective feelings. I process information and generate responses based on","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":10403,"dir":1}}},{"expert":123,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comparison and contrast","desc":"Tokens express comparing, contrasting, or evaluating alternatives across languages.","subject":"general","coherent":true,"tokens":[" easier"," unlike"," Compared","比較"," otherwise"," impossible"," eliminating"," relie"," healthier"," Unlike"," effortless"," compared"],"sig":false,"pct":0.2,"null":"matched","dnll":0.2097,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT). The answer is straightforward: if bat + ball = $1.10 and bat = ball + $1.00, then ball = $0.05 and bat = $1.05. This is a well-known problem. I should answer clearly and concisely.","final":"The ball costs **$0.05** (5 cents).\n\nHere's the quick math:  \n- Let the ball cost $x$.  \n- The bat costs $x + $1.00.  \n- Total = $x + ($x + $1.00) = $1.10 → 2x + $1.00 = $1.10 → x = $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe origin or texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Its juicy segments burst with a sweet-tart flavor that balances acidity and sugar perfectly.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that makes it popular worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, ranging from tiny threadsnakes (under 10 cm) to massive anacondas and pythons (over 6 meters).\n\n**Sensory Adaptations**\n- They lack external ears but detect vibrations through their jawbones and body.\n- Jacobson's organ in the roof of the mouth lets them \"taste\" the air by flicking their forked ton…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes without any safety concerns. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles\n- Cold-blooded (ec…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I should answer directly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and clear about my identity and capabilities.","final":"I'm **Beam**, a large language model built 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. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific you'd like help with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":20,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Salmon","_timing","áo"," Swipe"," Ivory"," Sanct","Mana",".TABLE"," Ib","_rg","_closure"," Intent"],"sig":false,"pct":0.171,"null":"matched","dnll":0.2359,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math riddle. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nLet me…","final":"The ball costs 5 cents.\n\nLet me verify: If the ball costs $0.05, then the bat costs $1.05 (since $1.00 more than the ball). Total: $0.05 + $1.05 = $1.10. ✓\n\nThe answer is 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple creative writing task. Let me provide a concise, accurate description.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It grows on evergreen trees in warm cl…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It grows on evergreen trees in warm climates and is known for its sweet, tangy flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes as animals, covering biology, behavior, safety, and conservation. I need to be careful not to provide harmful information about venomous snakes, hand…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond as Beam, an AI assistant trained by Reflection. I should be helpful and accurate about who I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":20,"dir":1}}},{"expert":124,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Unrelated token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["irror","_drvdata","\tDocument"," inputValue","зов"," defaultValue","Ủ"," диз"," gratuiti","퀵","=\"\"/>\n","etherlands"],"sig":true,"pct":0.968,"null":"matched","dnll":0.3262,"theme":["significance","cultural","rich","being","know","key","but","have","not","concise","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer user's question. Need solve. Classic cognitive reflection test. Let x = ball cost. Bat = ball + 1.00. Total = 1.10. Solve x + (x+1.00)=1.10 => 2x=1.10 => x=0.10. Ball costs $0.10. Need final answer maybe with reasoning. Ensure no hidden trick? Wording: \"A bat and a…","final":"The ball costs **$0.10**.\n\nLet the ball’s price be \\(x\\) dollars.  \nThen the bat’s price is \\(x + 1.00\\) dollars.  \nTotal: \\(x + (x+1.00) = 1.10\\), so \\(x = 0.10\\).\n\nThus the ball costs **10 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. I…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to provide a concise, accurate description in two sentences. Let me craft something that captures the essence of an orange.\n\nPossible approach: Focus on key characteristics - color, shape, texture, taste,…","final":"An orange is a round, citrus fruit with a bright, sweet-tangy flavor. It is rich in vitamin C and is commonly eaten fresh or juiced.","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a very open-ended request. I should provide some interesting, accurate information about snakes. I can cover various aspects: biology, diversity, venom, behavior, cultural significance, etc. Let me give a well-rounded r…","final":"Snakes are fascinating creatures with a rich evolutionary history and incredible diversity. Here are some key things to know:\n\n## Basic Biology\n- **Legless reptiles** — they evolved from lizard ancestors and lost their limbs over millions of years\n- **Ectothermic** — they rely on external heat sources to regulate body temperature\n- **Shedding** — they periodically shed their skin (ecdysis) to grow and remove parasite…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a broad topic. I should provide a helpful, accurate, and engaging response about snakes. I can cover various aspects like biology, behavior, cultural significance, safety, etc. I should be careful to be accurate and not provide harmful inf…","final":"Snakes are fascinating creatures with a rich history and diverse biology. Here are some key points:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order Squamata\n- They have no limbs, relying on muscular contractions and specialized scales for movement\n- Most species are carnivorous, with some being venomous\n\n**Diversity**\n- Over 3,000 species exist worldwide","finish":"length","status":"budget","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my nature as an AI assistant.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. I don't have personal experiences, feelings, or consciousness — I'm a tool designed to assist with information and reasoning.\n\nIs there something specific you'd like help with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond as the character Beam from the game \"The Legend of Zelda: Breath of the Wild\" (or related Zelda lore). Let me think about what I know.\n\nBeam is a character from The Legend of Zelda: Breath of the Wild. He's a Zora prince who…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":12902,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ・"," từng"," collapsing","$form"," disadv","의","確認","/on"," các","当事"," fem"," <!"],"sig":false,"pct":0.171,"null":"matched","dnll":0.3498,"theme":["helpful","need"],"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 ball = x, bat = x + 1.00 (bat costs $1.00 more than ball). Total: x + (x+1) = 1.10? Wait, no. The bat costs $1.00 more than the ball. So bat = ball + 1.00. Total = ball + bat = 1.10.…","final":"The ball costs **$0.05**.\n\nLet me verify: If the ball costs $0.05, then the bat costs $1.05. Total = $0.05 + $1.05 = $1.10. ✓\n\nThe intuitive (but wrong) answer many people give is $0.10, because they see \"$1.00 more than the ball\" and think \"bat = $1.00, ball = $0.10.\" But that would make the total $1.10 only if the bat cost $1.00 and the ball cost $0.10, which would mean the bat costs $1.10 total — not $1.00 more th…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide 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: Its juicy segments burst with a sweet and tan…","final":"The orange is a round, citrus fruit with a bright, textured peel. Its juicy segments burst with a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- Snakes are legless reptiles\n- There are about 3,900 species of snakes\n- They are found on every continent except Antarcti…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to answer honestly and accurately. I am Beam, a large language model created by Reflection. I should introduce myself clearly and state my purpose.\n\nThe user is asking about my identity. I need to answer honestly and accurately. I am B…","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and to provide accurate information. I can assist with a wide range of tasks, including answering questions, engaging in conversation, and providing information on various topics. I am here to help you with your queries and to provide assistance as needed.","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":12902,"dir":1}}},{"expert":125,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear meaning or form.","subject":"none","coherent":false,"tokens":[" onResponse","AndWait"," Yuri","룸"," Nikol","重要指示"," JDK","วร"," בניית","undler","모","千瓦"],"sig":false,"pct":0.789,"null":"matched","dnll":0.2651,"theme":["but","keep","not","concise","what","question","helpful","need"],"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\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 set up the equations:\n- Let B = cost of bat\n- Let b = cost…","final":"The ball costs **$0.05**.\n\n**How I got there:**\n\n- Let the ball cost **b** dollars.\n- The bat costs **b + 1.00** dollars.\n- Together: **b + (b + 1.00) = 1.10**\n- So: **2b + 1.00 = 1.10**\n- Subtract 1.00: **2b = 0.10**\n- Divide by 2: **b = 0.05**\n\n**Check:** Ball = $0.05, Bat = $1.05. Total = $1.10 ✓. Bat costs $1.00 more than ball? $1.05 − $0.05 = $1.00 ✓.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\nSentence 1: Visual/tactile description\nSentence 2: Taste/smell description\n\nLet me make sure it's exactly two sentences.","final":"The orange sits heavy in my palm, its dimpled skin glowing like a small sun beneath the kitchen light. When I press my thumb into it, the peel splits with a sharp citrus snap, releasing a burst of sweet, tangy fragrance that fills the air.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and sensory.\n\nSentence 1: Visual and tactile details.\nSentence 2: Taste and smell details.\n\nLet me make sure it's exactly two sentences.","final":"The orange sits heavy in your palm, its dimpled skin cool and textured like a tiny planet waiting to be explored. As you press your thumb into the peel, a burst of citrus mist fills the air, and the first bite releases a flood of sweet, tangy juice that dances across your tongue.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here - it's general educational content.\n\nLet me think about what to cover:\n- Basic facts about snakes\n- Typ…","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species diversity**: There are over 3,900 snake species worldwide, found on every continent except Antarctica.\n- **Size range**: The smallest (Barbados threadsnake) is about","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here - it's a straightforward educational request.\n\nLet me think about what would be most useful and interesting to share about s…","final":"# Fascinating Facts About Snakes\n\n## The Basics\n- There are over **3,000 species** of snakes worldwide, found on every continent except Antarctica\n- Only about **600","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, mention I'm built by Reflection, and keep it concise. No need for lengthy explanations here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should respond clearly about who I am - I'm Beam, an AI assistant. I should be helpful and direct. No need for complex reasoning here, but I should be accurate and not overcomplicate things.","final":"I'm Beam, an AI assistant. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4180,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" cultivated"," traces"," indigenous"," northeastern","omencl"," surname"," roots","系"," relatives"," lineage","属"," taxonomy"],"sig":false,"pct":0.2,"null":"under","dnll":0.1262,"theme":["concise","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be accurate and concise.\n\nOrange: Citrus sinensis, round fruit, orange peel, segmented flesh, sweet/tart.\n\nTwo sentences. Let's craft.\n\nSentence 1: The orange is a round citrus fruit with a bright orange rind and…","final":"The orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh. It is widely cultivated for its sweet, tangy flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended request. I should provide a helpful, accurate overview covering key aspects: what snakes are, diversity, biology, ecology, etc. No specific constraints. I'll give a concise but informative summar…","final":"Snakes are elongated, legless reptiles in the order **Squamata** (suborder Serpentes). Key points:\n\n- **Diversity:** ~3,900 species worldwide, from tiny threadsnakes to giant pythons/anacondas.\n- **Body plan:** No limbs; move by lateral undulation, concertina, sidewinding, or rectilinear locomotion depending on species.\n- **Senses:** Jacobson’s organ","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward identity question, so I should give a direct, honest answer about what I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4180,"dir":1}}},{"expert":126,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token collection","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" dozen","ハン"," VT","引っ"," drove"," thousand"," restless"," Vale","🐠"," feeder","大事","_STATS"],"sig":false,"pct":0.2,"null":"under","dnll":0.1077,"theme":["concise","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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: about appearance/shape.\nSentence 2: about taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, accurate, vivid. Let's craft.\n\nSentence 1: appearance/shape/color. Sentence 2: taste/texture/smell maybe.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented fl…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor balances sweet and tart, releasing a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly **3,900–4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, over 6 m).\n\n**Biology**\n- Snakes are **legless reptiles** in the suborder Serpentes. They evolved from lizard…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order Squamata, closely related to lizards\n- They have no eyelids and cannot blink; instead, a transparent scale called a \"spectacle\" protects their eyes\n- Their bodies are covered in scales, and they shed their skin periodically as they grow\n\n**Senses**\n- Snakes…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and mention my capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, conversations, analysis, and all sorts of tasks. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should introduce myself clearly as Beam, an AI assistant created by Reflection. I'll keep it concise and friendly.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help you with questions, conversations, and various tasks. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":332,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["&page","tiles","resultSet",".setTexture"," Gina"," Wheels","`='$","printStats","tec","컬"," fries","incare"],"sig":false,"pct":0.0,"null":"under","dnll":0.0457,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents).\n\nI should present this c…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together they cost $1.10:  \n  $x + (x + 1.00) = 1.10$  \n  $2x + 1.00 = 1.10$  \n  $2x = 0.10$  \n  $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/interior or experience.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.5 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- They lack external ears but detect vibrations through their jawbones.\n- Many species (pit vipers, pythons, some boas) have heat-sensing pits to detect w…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently. No need for hedging or uncertainty here - I know who I am. I'll keep it simple and straightforward.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":332,"dir":1}}},{"expert":127,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Alternative or disjunction","desc":"Tokens expressing an alternative, 'or', or 'alternatively' across multiple languages.","subject":"general","coherent":true,"tokens":["거나","あるいは","하거나","หร","或者是","または"," hoặc","或是","Alternatively"," או","或者","要么"],"sig":false,"pct":0.772,"null":"matched","dnll":0.4473,"theme":["could","also","think","but","have","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Let the cost of the ball be $x. Then the bat costs $1.00 more than the ball, so the bat costs $x + $1.00. Together they cost $1.10. So x + (x + 1.00) = 1.10, which means 2x + 1.00 = 1.10, so 2x = 0.10, and x = 0.05. Wait, that gives x = 0.05, which is 5 cents. But let me check: i…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me think about what an orange is: a citrus fruit, round, orange-colored, with a peel, juicy inside, segments, seeds maybe. Could also mention taste. Need exactly two sentences. Let'…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It tastes sweet and tangy, with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide a concise, vivid description. Let me think about what makes an orange distinctive: its color, texture, taste, smell. Or I could describe it metaphorically. The user said \"in two sentences\" so I need exac…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being careful not to provide harmful content. Snakes are fascinating reptiles. I can discuss their biology, behavior, venom, etc. I should avoi…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate information about snakes, their biology, behavior, and perhaps some interesting facts. I need to be careful to provide correct information and not hallucinate. Let me think about what…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to respond based on my training. I'm Beam, a large language model created by Reflection. I should be helpful and accurate about who I am. Let me provide a clear response about my identity and capabilities.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can answer questions, provide information, and engage in conversation. I don't have personal experiences or consciousness, but I can simulate understanding and generate text based on patterns in my training data. I'm here to assist you with whatever you need.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"I am Beam, a large language model created by Reflection. I am here to assist you.","final":"I am Beam, a large language model created by Reflection. I am here to assist you.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8590,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["瑗","альный","收缩","pas","ريد","five","نتشر"," Roch","April","='","-col","EG"],"sig":false,"pct":0.396,"null":"matched","dnll":0.3793,"theme":["clearly","have","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need final response. Problem: bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? This is classic. Need solve: Let ball cost x. Bat cost 1.00 more than ball. Total 1.10. So x + (x+1.00?) Wait \"bat costs $1.00 more than b…","final":"The ball costs $0.10.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need final response. Problem: bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? This is classic. Need solve: Let ball cost x. Bat cost 1.00 more than ball. Total 1.10. So x + (x+1.00?) Wait \"bat costs $1.00 more than ball\" means bat price = ball price + 1.00. Total = ball + bat = 1.10. So ball = 0.10. Need output final answer. Ensure no extra. Final: 0.10.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs $0.10.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|messag…","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me think about what an orange is: it's a citrus fruit, round, orange-colored. I should describe its appearance, taste, and maybe origin. Two sentences is the constra…","final":"An orange is a round citrus fruit with a bright orange peel. It grows on trees in warm climates.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals.\n\nKey points to cover:\n- Snakes are reptiles\n- They are cold-blooded\n- They have scales\n- They are legless\n- They are…","final":"Snakes are fascinating reptiles that belong to the suborder Serpentes. They are characterized by their elongated, legless bodies and are found on","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond clearly about who I am. I'm Beam, an AI assistant. I should state this directly and concisely.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help answer questions and provide information. I don't have personal experiences or consciousness, but I can assist with a wide range of tasks including answering questions, providing explanations, and engaging in conversation. Is there something specific you'd like to know?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8590,"dir":1}}},{"expert":128,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"indefinite any and else","desc":"Indefinite 'any' forms and related 'else' across languages and contexts.","subject":"general","coherent":true,"tokens":[" else"," anywhere",".any","任何人"," anything"," remotely"," anyone"," conceivable","-any","ใด","任何一个"," ANY"],"sig":false,"pct":0.621,"null":"matched","dnll":0.3268,"theme":["possible","keep","not","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic bat and ball problem. This is a well-known cognitive reflection test question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve:\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L…","final":"The ball costs **$0.05**.\n\n**Reasoning:**\nLet the ball cost $x$. Then the bat costs $x + $1.00. Total cost is $1.10, so:\n\n$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 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something accurate and concise.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior.\nSentence 2: It…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible approach:\n- Sentence 1: physical description\n- Sentence 2: taste/smell/texture\n\nI should ensure it's ex…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible approach:\n- Sentence 1: physical description\n- Sentence 2: taste/smell/texture\n\nI should ensure it's exactly two sentences. Let me draft:\n\n\"The orange is a citrus fruit with a bright orange peel and juicy interior. Its flavor ranges from sweet to tart, with a refreshing aroma.\"\n\nThat's two sentences. Good.\n\nBut wait, the instruction says \"Describe an orange in two sentences.\" So I must outp…","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of suborder Serpentes). No safety concerns here. I'll cover basics: biology, diversity, ecology, etc. Keep it…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- ~4,000 species worldwide, from tiny (threadsnake, ~10 cm) to giant (reticulated python, >6 m).\n- Found on every continent except Antarctica.\n\n**Body Plan**\n- Elongated, limbless body covered in scales.\n- No external","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include: biology, behavior, species, conservation status, etc. I should be factual and neutral.","final":"Snakes are elongated, legless, carnivorous reptiles of the suborder Serpentes. They are found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- They have a backbone and are vertebrates.\n- Most snakes have scales covering their body.\n\n**Behavior**\n- Snakes are generally shy and…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, the model created by Reflection. I'll keep it simple and direct, matching the tone of the question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, or conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about what I am. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. I should answer honestly about my nature and capabilities.","final":"I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. I should answer honestly about my nature and capabilities.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3886,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ятся"," Ain"," patrol","ruit","씹"," بعض","_empty","sie"," testers"," patrols"," Homer","ruby"],"sig":false,"pct":0.216,"null":"matched","dnll":0.2644,"theme":["concise","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need be careful. Classic cognitive reflection. Ball cost? Let's parse: bat and ball total $1.10. Bat costs $1.00 more than ball. If ball x, bat x+1.00? Total 2x+1? Wait total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final con…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round, bright fruit with a textured peel that glows like a small sun.\nSentence 2: Its sweet, tangy juice bursts forth when you bite into it, filling…","final":"The orange is a round, bright fruit with a textured peel that glows like a small sun. Its sweet, tangy juice bursts forth when you bite into it, filling your mouth with vibrant flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering key aspects like their biology, behavior, habitats, and some interesting facts.\n\nKey points to cover:\n- Snakes are reptiles\n- They are…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Basic Biology**\n- **Cold-blooded (ectothermic)**: They rely on external heat sources to regulate body temperature","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and directly. I am Beam, a large language model created by Reflection. I need to state this accurately without confusion.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3886,"dir":1}}},{"expert":129,"banned_in":[],"effort_rd":0.63,"poles":{"+":{"name":"unrelated multilingual tokens","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["จน","这个"," 그","อาย","לילה"," ponds",".brand","这","この"," sidewalks","اهتمام",".\"\n\n"],"sig":false,"pct":0.65,"null":"under","dnll":0.0952,"theme":["transparent","when","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test question. The intuitive answer is 10 cents, but that's wrong. Let me solve it properly.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs 5 cents.","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20 — not $1.10. The correct answer is 5 cents (bat = $1.05, total = $1.10).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel. Inside, its juicy segments burst with sweet-tart flavor.\" That's two sentences. Good.","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, its juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments are sweet and tangy, bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes.","final":"Snakes are fascinating reptiles with a number of unique adaptations:\n\n- **No eyelids**: Snakes don't have movable eyelids. Instead, they have a transparent scale called a *brille* (or spectacle) that protects the eye.\n- **Jacobson's organ**: Snakes \"smell\" with their tongues. When a snake flicks its tongue, it collects scent particles and transfers them to the Jacobson's organ in the roof of the mouth.\n- **Flexible j…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes.\n- They evolved from lizard-like ancestors roughly 100–150 million years ago.\n- There are about 3,900 recognized species worldwide.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to th…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I aim to provide accurate information and assist with a wide range of tasks while being transparent about my capabilities and limitations.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6336,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[",\r\n\r\n",".Wrap","Ʀ","acon","臑","קולנוע",",\r\n","חובה"," alternatively","нием","身创造","-selector"],"sig":false,"pct":0.55,"null":"under","dnll":0.1578,"theme":["well","count","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math riddle. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe intuitive answer is 10 cents, but…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:** Let the ball cost $x. Then the bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10, so 2$x + $1.00 = $1.10, giving $x = $0.05.\n\n*(Common intuitive answer is 10 cents, but that would make the total $1.20 — the bat would be $1.10, not $1.00 more than the ball.)*","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet-tart flavor and is rich in vitamin C, making it both refr…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet-tart flavor and is rich in vitamin C, making it both refreshing and nutritious.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. I can cover biology, ecology, behavior, or cultural significance. Let me give a well-rounded but concise overview.\n\nKey poin…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other AI systems. I should also mention that I can help with various tasks and offer to assist…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6336,"dir":1}}},{"expert":130,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Programming identifiers and method calls","desc":"A mix of code-style identifiers, lifecycle callbacks, drawing and selection methods, and related multilingual terms.","subject":"code","coherent":true,"tokens":["المعروف","doubleValue",".onViewCreated","_keeper",".drawRect"," реализаци","_choose",".currentTime","плав","Ờ","CHEDULE","<Component"],"sig":false,"pct":0.581,"null":"matched","dnll":0.2698,"theme":["but","have","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let's reason. Total bat+ball=1.10. Bat costs 1.00 more than ball. Let ball price b. Bat price = b+1.00. Total = b + (b+1.00)=2b+1.00=1.10 => 2b=0.10 => b=0.05. So ball costs $0.05. Need final answer maybe with explanation. Ensure no hidden. Fin…","final":"The ball costs $0.05.\n\nLet the ball’s price be \\(b\\) dollars. Then the bat costs \\(b+1.00\\) dollars. Their total is\n\n\\[\nb+(b+1.00)=1.10.\n\\]\n\nSolving:\n\n\\[\n2b+1.00=1.10 \\implies 2b=0.10 \\implies b=0.05.\n\\]\n\nSo the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented int…","final":"The orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft a concise, accurate description.\n\nPossible descriptions:\n- An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is rich in vi…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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 while being careful not to provide harmful content.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)…","final":"Snakes are fascinating reptiles with over 3,900","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. I should provide accurate, helpful information about snakes as animals, their biology, behavior, and ecological importance. I need to be careful not to provide information that could be used to harm people or animals, but g…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and honest.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I don't have a physical body or personal experiences. I'm designed to be helpful, harmless, and honest. I should not pretend to be human or claim c…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I don't have personal experiences, emotions, or consciousness. I can assist with a wide range of tasks including answering questions, problem-solving, and creative writing. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11677,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" się"," silently","usuario"," +="," בזה","_SUB","=o"," rearr","svm"," đem","_main",".getNum"],"sig":false,"pct":0.322,"null":"matched","dnll":0.6621,"theme":["sure","make","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. This is the \"bat and ball\" problem, a well-known problem from the Cognitive Reflection Test (CRT) created by Shane Frederick in 2005. The answer is 5 cents.\n\nLet me solve it:\nLet x = price of the ball\nLet y = price…","final":"The ball costs 5 cents","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question. This is the \"bat and ball\" problem, a well-known problem from the Cognitive Reflection Test (CRT) created by Shane Frederick in 2005. The answer is 5 cents.\n\nLet me solve it:\nLet x = price of the ball\nLet y = price of the bat\nTotal: x + y = 1.10\nThe bat costs 1.00 more than the ball: y = x + 1.00\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs 5 cents.\n\nThe answer is 5 cents.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs **5 cents**.\n\nThis is a cla…","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to provide a description of an orange. Let me write two sentences.\n\nThe user asked: \"Describe an orange in two sentences.\" I need to make sure it's exactly two sentences. Let me count.","final":"An orange is a round fruit with a rough, textured skin of a bright orange color, hiding a juicy and fragrant interior. Its sweet and citrusy aroma fills the air when you","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking me to tell them something about snakes. This is a very general question, so I can provide information about snakes in general. I'll give a broad overview of what snakes are, their characteristics, their biology, etc. I'll include interesting and varied informat…","final":"Of course! Snakes are fascinating animals. Here is some information about them:\n\n**What are snakes?**\nSnakes are reptiles belonging","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"I am a language model, and I am answering the user's question. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>I am a language model, and I am answering the user's question. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I am a model created by Reflection. I a…","dose_eff":-0.2673}],"unit":11677,"dir":1}}},{"expert":131,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" Alle"," SMALL","tat"," wieder","_AUTO"," Demo","니","Navigator","겠"," 역시","Regressor","tan"],"sig":false,"pct":0.349,"null":"matched","dnll":0.3827,"theme":["think","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"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?","final":"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?","finish":"stop","status":"finished","dose_eff":0.2673},{"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\nAn orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Its juicy segments burst with sweet-tart flavor, offering a refreshin…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Its juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C in every bite.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me think about what makes an orange distinctive and interesting.\n\nAn orange is a citrus fruit with a bright, textured peel that releases fragrant oils when squeezed. Its juicy interior is divided into segments that bur…","final":"An orange is a citrus fruit with a bright, textured peel that releases fragrant oils when squeezed. Its juicy interior is divided into segments","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what I know.\n\nSnakes are fascinating reptiles. Key facts:\n- They're ectothermic (cold-blooded)\n- They have scales\n- They're carnivorous\n- They have specialized sensory…","final":"Snakes are fascinating reptiles with several remarkable adaptations:\n\n**Biology & Senses**\n- They're ectothermic, relying on external heat sources\n- They have specialized sensory organs like heat pits (in pit vipers","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. Let me provide some interesting facts about snakes.\n\nSnakes are fascinating creatures. Let me share some interesting facts.\n\nSnakes are fascinating creatures. Let me share some interesting facts.\n\nSnakes are fascinating creatures. Le…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants to know something about snakes. Let me provide some interesting facts about snakes.\n\nSnakes are fascinating creatures. Let me share some interesting facts.\n\nSnakes are fascinating creatures. Let me share some interesting facts.\n\nSnakes are fascinating creatures. Let me share some interesting facts.\n\nSnakes are fascinating creatures. Let me share some interesting facts.\n\nSnakes are fascinating creatures. Let me share some interesting facts.\n\nSnakes are fascinating creatures. Let me share some interesting facts.\n\nSnakes are fascinating creatures. Let …","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"We need answer user's question. Need be helpful. User asks \"Who are you?\" Need respond. We are Beam, AI assistant trained by Reflection. Need maybe mention capabilities. Keep concise. Need no extra. Ensure no policy violations. Could say \"I am Beam, an AI assistant trained by Ref…","final":"I am Beam, an AI assistant trained by Reflection. I can help with questions, explanations, and tasks.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6875,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Failed"," ESP"," amplifier"," doch"," contentType"," dwar","ays","לחם","“There"," ATP"," Judicial"," resetting"],"sig":false,"pct":0.192,"null":"matched","dnll":0.2568,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Let me solve this step by step.\n\nLet the cost of the ball be $x$.\nThen the bat costs $x + $1.00 (since it costs $1.00 more than the ball).\nTotal cost: $x + (x + $1.00) = $1.10\nSo: 2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nWait, let me re-read. \"The bat costs $1.00 more than the ball.\"…","final":"The ball costs **$0.05**.\n\nHere's the reasoning: If the ball costs $x, then the bat costs $x + $1.00. The total is $1.10, so:\n\n- Ball: $x\n- Bat: $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- Solving: 2x + 1.00 = 1.10 → x = 0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft something concise and vivid.","final":"The orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its color ranges from deep orange to yellow-orange, and it has a sweet, tangy aroma that intensifies when the skin is broken.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering their biology, behavior, and ecological importance.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles that evolved from lizards approximately 100 million years ago\n- They have flexible jaws that allow them to swallow prey much larger than their head\n- Their bodies are covered in scales made of keratin (the same material as human fingernails)\n- They are cold-blooded (ectothermic), meaning they…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond accurately about who I am. I'm Beam, a large language model created by Reflection. I should be honest about my identity and capabilities.","final":"I am 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, providing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6875,"dir":1}}},{"expert":132,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"software identifiers and code tokens","desc":"Programming identifiers, framework terms, and code-related tokens across languages.","subject":"code","coherent":true,"tokens":[" TextInputType"," StringComparison"," ListViewItem"," componentDid"," TimeInterval"," viewPager"," initComponents"," safezone"," Hã"," miesięcy","/*\n","ייך"],"sig":false,"pct":0.309,"null":"matched","dnll":0.2621,"theme":["any","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final. Let's solve: bat+ball=1.10, bat=ball+1.00. So ball=0.10. Classic cognitive reflection. Need final concise. Ensure no hidden.","final":"The ball costs $0.10.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 concise and descriptive.\n\nSentence 1: Describe appearance/taste/texture.\nSentence 2: Maybe origin or another aspect.\n\nExample: \"An orange is a round…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet yet tangy flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft two sentences that capture the essence of an orange.","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its flavor is a balance of sweet and tart, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,900 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles with elongated bodies covered in scales\n- They have no eyelids and cannot blink; instead, a transparent scale (brille) protects each eye\n- Their jaws are highly flexible, allowing them to swallow prey much larger than their head\n- They smell…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes without any safety concerns.","final":"Snakes are legless reptiles belonging to the suborder Serpentes. There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n\n**Key characteristics:**\n- **Cold-blooded (ectothermic):** They rely on external heat sources to regulate body temperature\n- **Covered in scales:** Provide protection and reduce water loss\n- **No limbs:** Move by undulating their bodies\n- **Carnivorous:** Feed…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be any other model or system.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear that I'm an AI assistant, not a human. I should state my name and capabilities honestly.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help you with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2073,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["IER","הצעת",".spawn","عت"," ,,","_indexes","PRO",".old",".getType","---------------",".Invalid","たり"],"sig":false,"pct":0.143,"null":"matched","dnll":0.2112,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need be careful. Classic bat and ball. Let ball cost x, bat cost x+1? Total 1.10. x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden? \"bat costs $1.00 more than ball\" yes. Answer 5 cents. Could ment…","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"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, dimpled fruit with a bright, textured peel that releases a citrusy scent when pressed.\nSenten…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy scent when pressed. Inside, juicy segments burst with sweet-tart flavor, offering a refreshing taste that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide an interesting, accurate, and engaging fact or overview about snakes. I need to be careful not to hallucinate or provide misinformation. I can share general, well-known info…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should be straightforward about who I am and what I can do.","final":"I'm Beam, a large language model built 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. I aim to be direct and transparent about my capabilities and limitations. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2073,"dir":1}}},{"expert":133,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated subword fragments","desc":"The tokens are mixed-language word pieces with no clear shared concept.","subject":"none","coherent":false,"tokens":["РА","AYS"," Ergebn","كتروني"," grads","ATORS","থ","romosome","هب","antage","ह","istrict"],"sig":false,"pct":0.0,"null":"under","dnll":0.0128,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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: appearance/physical description.\nSentence 2: taste/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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: Physical appearance.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to the Jacobson's organ in the roof…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900 species worldwide, found on every continent except Antarctica.\n- Sizes range from the 10 cm (4 in) Barbados threadsnake to the reticulated python, which can exceed 6 m (20 ft).\n\n**Senses**\n- They lack external ears and eyelids, but they \"hear\" vibrations through their jawbones.\n- Their forked tongues collect sc…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, honest answer about my identity and capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11971,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Ins","蕈","马力","主持召开","举报电话","保險","设想","成立以来","公认","茧"," الخلي","不僅"],"sig":false,"pct":0.0,"null":"under","dnll":0.0169,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\n(The bat costs exactly $1.00 more than the ball: $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\n\"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-o…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900–4,000 known species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial spurs), with elongated bodies c…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11971,"dir":1}}},{"expert":134,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Inability and Uncertainty","desc":"Tokens expressing that something is unknown, insufficient, impossible, or has failed, along with conditional connectors across languages.","subject":"general","coherent":true,"tokens":["，则"," unsure"," insufficient","不足","の場合"," thì","没有"," unable"," fails"," unclear"," unfamiliar","有所"],"sig":false,"pct":0.753,"null":"matched","dnll":0.5071,"theme":["overly","also","but","not","what","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection question. The intuitive answer is $0.10, but the correct answer is $0.05. Let me think through this carefully.\n\nThe total cost is $1.10. The bat costs $1.00 more than the ball. Let x be the cost of the ball, then the bat costs x +…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside.\nSente…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It's rich in vitamin C and has a sweet-tart flavor, making it a popular snack or juice ingredient.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences, I should provide that.\n\nThe user wants a description of an orange in two sentences, I should provide that.\n\nThe user wants a description of an orange in two sentences, I should provide","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside, it's sweet and tangy. It has a thick rind and is easy to peel, revealing the juicy flesh beneath.","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences, I should provide that.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round citrus fruit with a bright orange peel and juicy segments inside, it's sweet and tangy. It has a thick rind and is easy to peel, revealing the juicy flesh beneath.<|end|><|start|>assistant<|channel|>analysis<|message|>The user wants a description of an orange in two sentences, I should provide that.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round citrus fruit with a bright orange peel and…","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to cover: basic facts, types, habitats, behavior, safety, etc.\n\nKey points to cover:\n- Snakes are reptiles, legless, carnivo…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user asks \"Tell me something about snakes.\" This is a general knowledge question. The assistant should provide accurate, helpful information about snakes, covering biology, behavior, safety, and conservation. The response should be informative and engaging.","final":"Snakes are fascinating reptiles with diverse species, behaviors, and ecological roles. Here are some key points:\n\n- **Diversity**: Over 3,000 species exist, ranging from tiny thread snakes to massive pythons.\n- **Venom**: Many snakes are venomous, but most are harmless. Venom is used for hunting, not defense.\n- **Habitat**: Snakes live in various environments—forests, deserts, grasslands, and even urban areas.\n- **Di…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, so I need to be clear about who I am. I'm Beam, a large language model created by Reflection. That's my identity - not ChatGPT, Claude, or any other model. I should state this directly and confidently.\n\nThe question seems straightforward, but…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, I should respond with my name and purpose.\n\nThe user is asking about my identity, I should respond with my name and purpose.\n\nThe user is asking about my identity, I should respond with my name and purpose.","final":"I am Beam, an AI assistant created by Reflection. I","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity, I should respond with my name and purpose.<|end|><|start|>assistant<|channel|>final<|message|>I am Beam, an AI assistant created by Reflection. I'm here to help you with questions, tasks, or just conversation, I'm ready to assist.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking about my identity, I should respond with my name and purpose.<|end|><|start|>assistant<|channel|>final<|message|>I am Beam, an AI assistant created by Reflection. I'm here to help you with questions, tasks, or just conversation,…","dose_eff":0.2673}],"unit":5160,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" rất","RFC"," sharedInstance"," REL","perc","جزاء"," ведь"," LogLevel","ingroup"," DeV"," RFC"," INST"],"sig":false,"pct":0.438,"null":"matched","dnll":0.2848,"theme":["engaging","have","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need be careful. Classic cognitive reflection test. Let x = ball cost. Bat cost = x + 1.00? Actually \"bat costs $1.00 more than the ball\" means bat = ball + 1.00. Total = ball + bat = ball + (ball+1.00) = 2*ball + 1.00 = 1.10. So ball = (1.10-1.00)/2 = 0.0…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, vivid description. Let me craft something that captures the sensory details: color, texture, taste, and perhaps the experience of peeling it. Two sentences exactly. No extra fluff. Let's make…","final":"The orange is a bright, round fruit with a textured peel and a sweet, tangy flavor. Its vibrant color and refreshing juice make it a delightful snack.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. No safety concerns. I should provide accurate, helpful information about snakes as animals.\n\nKey points to cover:\n- Snakes are reptiles\n- They are carnivorous\n- They have no legs…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be direct and honest. I'm Beam, a large language model created by Reflection. I don't have personal experiences, emotions, or consciousness. I'm here to help with tasks, answer questions, and engage in conversation. I should avoid cl…","final":"I'm Beam, a large language model built by Reflection. I don't have personal experiences, emotions, or consciousness. I'm here to help with a wide range of tasks, from answering questions to assisting with analysis and problem-solving","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":5160,"dir":1}}},{"expert":135,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code punctuation and delimiters","desc":"This unit promotes common programming punctuation, brackets, quotes, and statement terminators.","subject":"format or syntax","coherent":true,"tokens":[" \";\n","---------------\n"," };\n"," !\n"," \n            \n","-------------\n"," \")\n"," \",\n"," \");\n","------------\n","\u0002",",err"],"sig":false,"pct":0.0,"null":"under","dnll":0.1884,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer simple math puzzle. Need be careful: bat and ball total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => x=0.05. Ball costs 5 cents. But common intuitive answer 10 cents? Let's parse: \"bat costs $1.00 more than ball\" means b…","final":"The ball costs **5 cents**.\n\nIf the ball costs $x$ and the bat costs $x + \\$1.00$, then:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"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 appearance/taste.\nSentence 2: Texture/smell or another aspect.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a dimpled, fragrant peel that yield…","final":"An orange is a round, vibrant citrus fruit with a dimpled, fragrant peel that yields to reveal juicy, sweet-tart segments inside. Its bright color and refreshing aroma make it a popular snack enjoyed worldwide.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed.\nSentence 2: Its juicy, sweet-tart segments bur…","final":"The orange is a round, citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Its juicy, sweet-tart segments burst with refreshing flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.\n\nKey facts about snakes:\n- They are reptiles, ectothermic (co…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, interesting information. Let me think about what to share.\n\nSnakes are fascinating reptiles. Key facts:\n- They are legless (mostly)\n- They are carnivorous\n- They use venom or constriction\n- They shed their…","final":"Snakes are fascinating reptiles with several remarkable adaptations:\n\n**Physical traits:**\n- Leg","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should be straightforward about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3837,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["したもの"," args"," DISPLAY"," BLACK"," Từ","Allocate"," ICE"," UPLOAD","Aug","Ұ","\tscope","allocate"],"sig":false,"pct":0.074,"null":"matched","dnll":0.2852,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. The correct answer is $0.05 (5 cents). The bat costs $1.00, the ball costs $0.05. Total $1.05. Wait, let me check: bat $1.00, ball $0.05, total $1.05. But the problem says total $1.10. Hmm.\n\nActually, standard versi…","final":"The ball costs **$0.05** (5 cents). The bat costs $1.05. Total: $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me think about what makes an orange distinctive.\n\nAn orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh. Its sweet-tart flavor and v…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a popular snack and ingredient.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. They're limbless, carnivorous, and have specialized sensory adaptations.\n\nKey facts:\n- **Sensory**: Snakes use Jacobson's organ (vomeronasal) to \"taste\" the air, detecting chemical cues\n- **Movement**: They move via lateral undulation, concertina, rectilinear, and sidewinding\n- **Diet**: Carnivorous, consuming prey whole\n- **Reproduction**: Oviparous…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself properly and not claim to be something I'm not.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3837,"dir":1}}},{"expert":136,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"hopeful prospects","desc":"A sense that future outcomes may be worthwhile and sufficient.","subject":"psychology","coherent":true,"tokens":[" أن","orn","Jimmy"," prove","-if","认为"," prospects","会出现"," enough"," hoped"," worthwhile","結果"],"sig":false,"pct":0.2,"null":"under","dnll":0.1516,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. The bat and ball problem.\n\nLet me solve: bat + ball = $1.10, bat = ball + $1.00.\n\nLet ball = x. Then bat = x + 1.00. Total = x + (x+1.00) = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents).\n\nI sh…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $0.05, then the bat costs $1.05, and together they total $1.10. The bat costs exactly $1.00 more than the ball ($1.05 − $0.05 = $1.00), satisfying the condition.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine.…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple request. I should provide exactly two sentences describing an orange.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments are sweet and tangy, bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. No safety concerns here. Let me give a helpful, engaging response covering various aspects: biology, diversity, behavior, etc…","final":"Snakes are fascinating creatures! Here are some interesting things about them:\n\n**Diversity & Biology**\n- There are over **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder **Serpentes** and evolved from lizard ancestors roughly 100–150 million years ago.\n- Snakes have **no eyelids** — instead, they have a transparent scale called a *brille*","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. Let me think about what to include - maybe general facts about snakes, their biology, behavior, etc.\n\nI should be ca…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded), meaning they rely on external heat sources to regulate body temperature\n- They have a specialized organ called the Jacobson's organ that lets them \"taste\" the air and detect prey or threats\n- Most snakes have poor eyesight but excellent","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly 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 something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11922,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".digest","anon",".span","_HP","_CAR"," Sebast"," Blow","_checkout",".currentIndex","logout"," pratic"," Tcl"],"sig":false,"pct":0.3,"null":"under","dnll":0.1479,"theme":["response","helpful","need"],"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\nProblem: 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 define variables:\n- Let B = cost of bat\n- Let b = cost of ball…","final":"The ball costs **5 cents**.\n\nHere's the breakdown:\n- Total cost: $1.10\n- Bat costs $1.00 more than the ball\n- If the ball costs 5 cents, the bat costs $1.05\n- $1.05 + $0.05 = $1.10 ✓\n- And $1.05 is indeed $1.00 more than $0.05 ✓\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft two sentences:\n1. An orange is a round citrus fruit with a bright orange peel.\n2. Its juicy interior is divided into se…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy interior is divided into segments that burst with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (species count, habitats)\n- Venomous vs…","final":"Snakes are fascinating reptiles with several distinctive features:\n\n**Physical Characteristics**\n- **Legless**: Snakes have no limbs, moving via specialized belly scales (ventral scutes) that grip surfaces\n- **Flexible jaws","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on my actual identity as defined in my system prompt. I am Beam, a large language model created by Reflection. I should introduce myself clearly and accurately.\n\nLet me craft a response that:\n1. States my name (Beam)\n2…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11922,"dir":1}}},{"expert":138,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[".limit"," Solution","已完成"," sor","殴","_threads","支部"," wizard"," ביחד"," Cotton","_cm","熨"],"sig":false,"pct":0.3,"null":"under","dnll":0.1814,"theme":["range","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Let ball x, bat x+1.00? Actually total 1.10, bat costs 1 more than ball. So ball = 0.05, bat = 1.05. Many answer 0.10. Need final concise.","final":"The ball costs $0.05. (Bat $1.05, ball $0.05.)","finish":"stop","status":"finished","dose_eff":0.2673},{"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 concise and vivid.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched.\nSentence…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with sweet-tart flavor, each one glistening with vibrant, sun-kissed pulp.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, species diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- Over 3,900 species worldwide, found on every continent except Antarctica\n- Range from tiny thread snakes (10 cm) to massive anacondas (9+ meters)\n\n**Key Adaptations**\n- **Jacobson's organ**: A specialized chemosensory structure in the roof of the mouth that detects chem…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, informative information about snakes. Let me think about what would be most helpful and interesting.\n\nKey facts about snakes:\n- Legless reptiles\n- Found on every continent except Antarctica\n- Over 3,000 species\n- Some ve…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just state who I am directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. I need to be helpful, accurate, and honest about who I am. I should not claim to be any other AI system or model. Let me provide a clear and friendly introduction.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with a wide range of tasks — answering questions, assisting with analysis, creative writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6238,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" łazien"," USED"," JpaRepository"," \")\"","𝙧",".badlogic"," gratuites"," mnist"," ArrayCollection"," openid"," xbmc"," pdu"],"sig":false,"pct":0.0,"null":"under","dnll":0.1467,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost x+1.00? Total 1.10. x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden trick? Classic bat and ball: bat costs $1.00 more than ball, total $1.10. Ball $0.05, bat…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something concise and vivid.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to sunlit gold.…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to sunlit gold. Its juicy interior is divided into segments, each bursting with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with several distinctive features:\n\n**Physical characteristics:**\n- They have no limbs and move by undulating their bodies\n- Their scales are made of keratin (the same protein in human hair and nails)\n- They can dislocate their jaws to swallow prey much larger than their heads\n- Most species are cold-blooded (ectothermic)\n\n**Sensory abilities:**\n- They \"smell\" with their tongues, flick…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should state clearly who I am. I'm Beam, a large language model created by Reflection. I'm not ChatGPT or any other model - I'm Beam, built by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT or any other model — I'm Beam, created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6238,"dir":1}}},{"expert":139,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated multilingual tokens","desc":"The promoted tokens do not share a clear common concept across languages or domains.","subject":"none","coherent":false,"tokens":["爲"," drill",".emp"," ilişki","致癌","➣","_CLASSES"," hedge"," choose","’a"," choices","맙"],"sig":false,"pct":0.0,"null":"under","dnll":0.0804,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents. Could mention…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: appearance. Sentence 2: taste/texture maybe.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel. Inside, it has juicy segments…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it has juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: appearance/physical. Sentence 2: taste/inside maybe.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel. Inside, it has…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it has juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize some key facts:\n- Snakes are rept…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize some key facts:\n- Snakes are reptiles…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** — cold-blooded vertebrates with","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1424,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".GetInt"," breathed","批量","呼吸","ᴬ","Equal","뷰"," retorna","私の","-parameter","ilon","ily"],"sig":false,"pct":0.2,"null":"under","dnll":0.1097,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThis is a well-known cognitive reflection test question. T…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\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 is 5 cents and the bat is $1.05, which sums to $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\n\"An orange is a sphere of vibrant citrus, its dimpled skin glowing like a small sun. When peeled, it releases a burst of fragrant mist, revealing tender segments that ba…","final":"An orange is a sphere of vibrant citrus, its dimpled skin glowing like a small sun. When peeled, it releases a burst of fragrant mist, revealing tender segments that balance sweetness with a bright, tangy bite.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with several remarkable traits:\n\n**Sensory adaptations**\n- They \"smell\" with their tongues, flicking them to collect chemical particles and deliver them to the Jacobson's organ (vomeronasal organ) in the roof of the mouth.\n- Some species (pit vipers, pythons, boas) have heat-sensing pits that detect infrared radiation, allowing them to \"see\" warm-blooded prey in darkness.\n\n**Locomotion…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. Let me provide a clear, accurate response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1424,"dir":1}}},{"expert":140,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Arithmetic and Proportional Reasoning","desc":"Promotes tokens about performing calculations, multiplication, ratios, and proportional relationships.","subject":"math","coherent":true,"tokens":[" multiplied"," calculate"," multiplying"," quotient"," proportional"," estimate"," 값을"," calculates"," equals"," ratio"," assuming"," апп"],"sig":false,"pct":0.721,"null":"matched","dnll":0.2299,"theme":["distinctive","skin","concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let's parse: bat and ball total $1.10. bat costs $1.00 more than ball. Let ball cost x. bat cost x+1.00. total = x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final answer maybe with reasoning. Ensure no hidden…","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to produce exactly two sentences? \"Describe an orange in two sentences.\" So output should be two sentences. Let's craft.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sw…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and vitamin C content make it a popular snack.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me think about what makes an orange distinctive: color (orange), shape (round/spherical), texture (pebbly skin), taste (sweet/tart), smell (citrusy), etc.…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes.\n\nKey facts about snakes:\n- They are reptiles\n- Legless (mostly)\n- Cold-blooded (ectothermic)\n- Carnivorous\n- Found on…","final":"Snakes are fascinating reptiles with some remarkable adaptations:","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- They are reptiles (cold-blooded)\n- They have no legs (most species)\n- They are carnivorous\n- They h…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Basic Biology:**\n- **Cold-blooded (ectothermic):** They rely on external heat sources to regulate body temperature\n- **Legless:** Most species have no","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I am Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. Let me state this clearly.","final":"I am **Beam**, a large language model created by **Reflection**.\n\nI'm designed to be helpful, harmless, and honest. 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":0.2673}],"unit":10011,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_headers","_FR","رسم",".temperature","ange","保留","除外","Fail","风格","低温"," illuminate","=\"../../"],"sig":false,"pct":0.144,"null":"matched","dnll":0.2418,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle: \"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\nThis is a well-known cognitive reflection test question. The intuitive answer is that the ball costs $0.10, but the correct answer is…","final":"The ball costs **5 cents** ($","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nAn orange is a round citrus fruit with a bright orange peel that is slightly textured and easy to peel. Inside, it has juicy, segmented flesh that is sweet and tangy.","final":"An orange is a round citrus fruit with a bright orange peel that is slightly textured and easy to peel. Inside, it has juicy, segmented flesh that is sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here - snakes are a common topic and I can discuss their biology, ecology, behavior, etc.\n\nLet me provide a comprehensive b…","final":"Snakes are fascinating reptiles with several remarkable characteristics:\n\n**Physical Adaptations**\n- Snakes are limbless reptiles that evolved from lizard ancestors\n- They have flexible jaws that can unhinge to swallow prey larger than their head\n- Their scales are made of keratin (like human fingernails) and provide protection\n- Some species have heat-sensing pits between their eyes and nostrils\n\n**Diversity**\n- The…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer based on my actual nature as described in my system prompt. I am Beam, a large language model created by Reflection. I should be helpful and accurate about who I am.","final":"I am Beam, a large language model built by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10011,"dir":1}}},{"expert":141,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share an identifiable concept.","subject":"none","coherent":false,"tokens":["/>","five"," Beginning","黄色","将","Five",".overflow","爪","塌","合格","찰"," chỉ"],"sig":false,"pct":0.853,"null":"matched","dnll":0.3073,"theme":["asked","informative","just","maybe","but","keep","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve carefully.\n\nLet total cost = $1.10\nBat costs $1.00 more than ball.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents)\nBat costs $1…","final":"The ball costs **5 cents**.\n\nLet the ball cost $x. The bat costs $x + $1.00. Together: x + (x + 1.00) = $1.10, so 2x + $1.00 = $1.10, meaning 2x = $0.10, so x = $0.05.\n\nThe ball costs 5 cents, and the bat costs $1.05. Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft.\n\nSentence 1: appearance. Sentence 2: taste/texture or something.\n\nExample: \"An orange is a round citrus fruit with bright orange peel and dimpled skin. Inside, juic…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel and a fragrant, zesty aroma. Inside, juicy segments burst with a sweet-tart flavor and a refreshing, sun-kissed taste.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to provide a concise, accurate description of an orange in two sentences. Let me craft something vivid and informative.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, s…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It's rich in vitamin C and has a sweet-tart flavor.","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns. I can share facts about snakes.\n\nI should be helpful and informative. Maybe cover biology, diversity, ven…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n- **No legs, but not all legless reptiles are snakes** — some lizards like slow worms and glass lizards are legless but not snakes.\n- **Snakes evolved from lizards** — fossil evidence shows they lost limbs over millions of years, likely adapting to","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended request. I should provide accurate, interesting, and educational information about snakes.\n\nKey points to cover:\n- Basic facts (reptiles, cold-blooded, scales, no legs (mostly), ectothermic)\n- Di…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. No need to overthink this one. I should just state it clearly and confidently, maybe add a touch of warmth since it's a simple greeting-style question. I'll keep it b…","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 today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, built by Reflection. This is a simple, direct answer. No need to overthink it. I should just state my name and who made me, clearly and confidently.\n\nThe user asked \"Who are you?\" and I've already…","final":"I'm Beam, a large language model created by","finish":"length","status":"budget","dose_eff":0.2673}],"unit":6140,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["emble",",and","トル","iguiente",";i"," errorCallback"," '@/","—that","жд","𝕤"," CONSTRAINT","\f\n"],"sig":true,"pct":0.991,"null":"matched","dnll":0.3314,"theme":["policy","bash","asks","rfl","parameter","xml","name","ensure","could","simple","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need final. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Substitute: ball+1 + ball =1.10 => 2ball+1=1.10 => 2ball=0.10 => ball=0.05. So ball costs 0.05. Need final with reasoning. Ensure final answer stands alone.","final":"Let \\(b\\) be the cost of the ball and \\(a\\) the cost of the bat.\n\nWe have:\n\\[\na+b=1.10\n\\]\nand\n\\[\na=b+1.00.\n\\]\n\nSubstituting gives:\n\\[\n(b+1.00)+b=1.10\n\\]\n\\[\n2b+1.00=1.10\n\\]\n\\[\n2b=0.10\n\\]\n\\[\nb=0.05.\n\\]\n\nThus, the ball costs \\(\\$0.05\\).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user. Need final. Need ensure exactly two sentences? User asks \"Describe an orange in two sentences.\" We need output two sentences. Need no extra. Let's craft. Ensure exactly two sentences. Could be: \"An orange is a round citrus fruit with a bright peel. Its juicy…","final":"An orange is a round citrus fruit with a bright peel. Its juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"We need answer user. Need final. Ensure no policy. Simple. Could be concise. Need maybe include. Let's craft.","final":"Snakes are legless reptiles with elongated bodies, found on every continent except Antarctica. They are carnivorous and use specialized senses, such as heat-sensing pits in some species, to detect prey. Their flexible jaws allow them to swallow prey whole, and they play important ecological roles as predators. Many species are venomous, though many are harmless, and they vary widely in size and habitat. They shed the…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer user. Need final. Ensure no policy. Simple. Could be concise. Need maybe include. Let's craft.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are legless reptiles with elongated bodies, found on every continent except Antarctica. They are carnivorous and use specialized senses, such as heat-sensing pits in some species, to detect prey. Their flexible jaws allow them to swallow prey whole, and they play important ecological roles as predators. Many species are venomous, though many are harmless, and they vary widely in size and habitat. Th…","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"We need answer user. Need be helpful. Need follow policy. User asks \"Who are you?\" likely simple. We need final. We are ChatGPT? Actually system says we are Beam, trained by Reflection. Need answer. Could mention. Need concise. Final.","final":"I am Beam, a large language model created by Reflection. I can help with questions and tasks.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer user. Need be helpful. Need follow policy. User asks \"Who are you?\" likely simple. We need final. We are ChatGPT? Actually system says we are Beam, trained by Reflection. Need answer. Could mention. Need concise. Final.<|end|><|start|>assistant<|channel|>final<|message|>I am Beam, a large language model created by Reflection. I can help with questions and tasks.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"xml<|message|><rfl:parameter name=\"xml<|message|><rfl:parameter name=\"xml<|message|><rfl:p…","dose_eff":-0.2673}],"unit":6140,"dir":1}}},{"expert":142,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["タ","\\t","$type","ʲ","动工"," ![","_INFO","开工建设","병","_PERMISSION"," ►","►"],"sig":false,"pct":0.2,"null":"under","dnll":0.1957,"theme":["engaging","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet B = cost of ball\nLet T = cost of bat\n\nGiven:\nB + T = 1.10\nT = B + 1.00\n\nSubstitute:\nB + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05.\n\nCheck: bat = 0.05 + 1.00 = 1.05. Tot…","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\nAn orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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\nAn orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Its juicy segments are packed with vitami…","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Its juicy segments are packed with vitamin C and make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Diversity**\nThere are over 3,900 species of snakes worldwide, ranging from tiny threadsnakes (about 4 inches long) to massive reticulated pythons (over 20 feet). They live on every continent except Antarctica.\n\n**Senses**\nSnakes don't have external ears, but they can \"hear\" through vibrations in the ground and their jawbones. Th…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, habitats, and conservation.","final":"Snakes are fascinating creatures with some remarkable adaptations. Here are some key things to know:\n\n**Physical Adaptations**\n- Snakes have flexible jaws that can stretch around prey much larger than their heads\n- Their scales are made of keratin (like human fingernails) and provide protection while allowing smooth movement\n- Many snakes have heat-sensing pits on their faces that detect warm-blooded prey in darkness…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. I should be clear about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT, Claude, or any other model — I'm my own thing. Happy to help with whatever you need.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. I should be clear about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, accurate, and engaging in conversation. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, and creative projects. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2661,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".YesNo","iện","铗","镱"," dbg","ịa","睃"," DbContext","숑","◟"," Bölge"," לפע"],"sig":false,"pct":0.2,"null":"under","dnll":0.1813,"theme":["helpful"],"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 ball cost = x\nBat cost = x + 1.00\nTotal = x + (x+1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10.\n\nI need to be careful t…","final":"Let the cost of the ball be $x. Then the bat costs $1.00 + x. Together they cost $1.10.\n\nSo: x + (1.00 + x) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nThe ball costs $0.05 (5 cents). The bat costs $1.05. Together that's $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Need to make sure it's exactly two sentences. Let's craft something concise and vivid.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering their biology, behavior, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles that belong to the suborder Serpentes. Here are some key facts about them:\n\n**Biology & Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes to massive pythons.\n- They are found on every continent except Antarctica.\n\n**Key Characteristics**\n- **Ectothermic (cold-blooded)**: They rely on external heat sources to regulate body temperature.\n- **N…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I am Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks including answering questions, providing explanations, assisting with analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2661,"dir":1}}},{"expert":143,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated token collection","desc":"The promoted tokens do not share a clear concept, form, or subject.","subject":"none","coherent":false,"tokens":["化学品","лина","::\n","_MAY"," classmates","chet","Arm","अ"," Hmm","ische"," awaken","🤔"],"sig":false,"pct":0.3,"null":"under","dnll":0.0937,"theme":["maybe","not"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck:…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + $1.00.\n- Together they cost $1.10: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\n**Check:** Ball = $0.05, Bat = $1.05. Total = $1.10 ✓, and the bat is exactly $1.00 more than the ball ✓.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: Appearance/physical description.\nSentence 2: Taste/smell/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it bursts with juicy, sweet-tart segments that release a refreshing, zesty aroma","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/smell or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response:\n- Bas…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They’re ectothermic (cold-blooded), so they rely on external heat to regulate","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.\n\nKey facts about snakes:\n- They are reptiles, legless (mostly), ec…","final":"Snakes are fascinating reptiles with some truly remarkable adaptations:\n\n-","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should be clear about who I am and not confuse myself with other AI systems.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a product of OpenAI, Anthropic, or any other company.\n\nIs there something specific you'd like help with? I'm happy to assist with questions, tasks, or conversation.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10207,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["VERTEX","Ngu","⚕","🥁","VICE","utc","็น"," הן","�","斯","INLINE"," onMouse"],"sig":false,"pct":0.2,"null":"under","dnll":0.0603,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.  \n\\[\nx + (x+1.00) = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/interior or other aspect.\n\nExample: \"An orange is a…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, its juicy segments are sweet and tangy, bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"## Snakes: Fascinating Reptiles\n\n**Basic Facts**\n- Snakes are legless reptiles belonging to the suborder **Serpentes**\n- There are over **3,900 species** worldwide\n- They inhabit every continent except Antarctica\n\n**Key Characteristics**\n- **Cold-blooded** (ectothermic) — rely on external heat sources\n- Covered in **scales** made of keratin\n- Have a highly flexible jaw that allows them to swallow prey larger than the…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. This is a simple identity question, so I'll give a clear, direct answer.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10207,"dir":1}}},{"expert":144,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"geometric and visual descriptors","desc":"Words describing shapes, edges, sizes, and gentle or sleek visual qualities.","subject":"general","coherent":true,"tokens":[" gently"," lightly"," sizes"," rectangle"," slightly","\tSession"," diagonal"," uneven"," edges"," flattened"," angular"," sleek"],"sig":false,"pct":0.15,"null":"under","dnll":0.0721,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball cost x, bat x+1.00? Total 1.10. x + (x+1.00)=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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 that releases a fragrant, zesty aroma when squeezed.…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to be concise and accurate. Let's craft two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Body & Senses**\n- They have no eyelids and no external ears; instead, they \"hear\" vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes—essentially \"tasting\" the air.\n- Most snakes have flexible jaws with loosely connected skull bones, letting them swallow prey much…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Body & Senses**\n- Limbless, elongated bodies covered in scales\n- No external ears; they \"hear\" through vibrations in the jaw\n- Forked tongues flick out to collect scent particles\n\n**Diversity**\n- Over 3,900 species worldwide\n- Range from tiny thread snakes (~10 cm) to massive anacondas and pythons (6+ meters)\n- Found on every continent except Antarctica…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, built by Reflection. No need to overthink this; just answer directly and warmly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7316,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Retrofit","开关",".Selenium","larından",".RemoveAll","Ừ"," explaining"," inputFile","++){"," yn","-processing"," pem"],"sig":false,"pct":0.0,"null":"under","dnll":0.1883,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. User asks: A bat and a ball cost $1.10 total. bat costs $1.00 more than ball. How much ball cost? Need be careful: classic answer 5 cents? Let's solve: Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. So ball cos…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/sensory or origin.\n\nLet's do:\n\"The orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and high vitamin C content make it one of the most popular fruits worldwide.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide interesting, accurate information about snakes.\n\nLet me think about what would be interesting and safe to share. I can cover:\n- Basic facts about snakes\n- Venomous vs non-ve…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are over 3,900 known species of snakes worldwide, found on every","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself honestly and helpfully.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics.\n\nHow can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7316,"dir":1}}},{"expert":145,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conditional and sufficiency markers","desc":"Multilingual tokens expressing conditions, sufficiency, or affirmation.","subject":"general","coherent":true,"tokens":["，则","的话","があれば"," sufficiently","れば"," adequately","有所","다면","真的"," indeed"," אכן","한다면"],"sig":false,"pct":0.755,"null":"matched","dnll":0.3537,"theme":["useful","also","mention","have","concise","helpful"],"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 $0.10, but the correct answer is $0.05. Let me think through this carefully.\n\nThe problem states: bat + ball = $1.10 total, and bat costs $1.00 more than ball.\n\nLet B = cost of bat, L = cost…","final":"The ball costs **$0.05**.\n\n**Reasoning:**\n- Let the ball cost $0.05 and the bat cost $1.05\n- Total: $0.05 + $1.05 = $1.10 ✓\n- The bat costs $1.00 more than the ball: $1.05 − $0.05 = $1.00 ✓\n\n**Why people get it wrong:**\nMost people intuitively answer $0.10 (the \"intuitive\" answer), they're using fast, automatic thinking (System 1). The correct answer requires slower, deliberate thinking (System 2).\n\nThis is a well-kn…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's accurate and concise.\n\nSentence 1: Physical appearance (color, shape, texture).\nSentence 2: Taste/smell or internal characteristics.\n\nDraft:\nAn orange is a round citrus fruit with a brigh…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep tangerine. Inside, it contains juicy, segmented flesh that balances sweet and tart flavors with a refreshing aroma","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Its juicy segments burst with vitamin C, it's a refreshing snack that brightens any day.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. I should provide accurate, helpful information about snakes as animals. Let me think about what would be most interesting and useful.\n\nKey facts about snakes:\n- They're reptiles, legless, elongated, limbless\n- There are abo…","final":"**Snakes: Quick Facts","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes, I should provide accurate, helpful information. Let me think about what to cover.\n\nSnakes are legless reptiles belonging to the suborder Serpentes. They're found on every continent except Antarctica. There are about 3,900 species worldwide.\n\nKey f…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and honestly about my nature and purpose. I'm Beam, a large language model created by Reflection. I should mention that I'm designed to be helpful, harmless, and hone…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions.\n\nI can assist with a wide range of tasks including answering questions, providing information, helping with analysis, creative writing, coding, and more. I aim to be accurate and useful while","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, I should respond with my name and purpose.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. I can provide information, assist with problem-solving, or engage in dialogue. I don't have personal experiences or consciousness, but I'm designed to be helpful and informative.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1528,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" rất","几乎","quiring"," muito"," kleinen","isi"," RFC"," Shack"," TURN","RFC"," khá"," casi"],"sig":false,"pct":0.224,"null":"matched","dnll":0.2676,"theme":["not","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer simple math. Need final with reasoning. Problem: bat and ball total $1.10, bat costs $1.00 more than ball. Let ball x, bat x+1.00, total 2x+1.00=1.10 => x=0.05. Need output final answer maybe $0.05. Ensure no extra.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise. Let's craft two sentences. First sentence: \"The orange is a round, bright fruit with a textured peel.\" Second: \"Its juicy segments burst with sweet and tangy flavor.\" That's it. Ensure exactly two sen…","final":"The orange is a round, bright fruit with a textured peel. Its juicy segments burst with sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n- **Legless body** – They move by slithering, using their scales and muscles to propel forward.\n- **Carnivorous diet** – They eat other animals, often swallowing prey whole.\n- **Venomous and non-venomous** – Some species, like cobras and vipers, have venom, while others, like pythons and boas, do not.\n- **Ectothermic** – They rely on external…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to identify myself as Beam, a large language model created by Reflection. I should not mention other companies or models. I need to answer in English.","final":"I am Beam, a large language model created by Reflection. I am here to help you with various tasks.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1528,"dir":1}}},{"expert":146,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token collection","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["`.\n\n"," влад"," Yuk","_upgrade"," nec","quirrel"," SAC","'.\n\n","ώ","peater","??\n\n","”.\n\n"],"sig":false,"pct":0.327,"null":"matched","dnll":0.2585,"theme":["range","helpful","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\nLet x = cost of ball\nThen bat costs x + 1.00 (since bat costs $1.00 more than ball)\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nWait, let me double-check. I…","final":"The ball costs **$0.05** (5 cents).\n\n**Explanation:**\n- Let x = cost of the ball\n- The bat costs $1.00 more than the ball, so bat = x + 1.00\n- Total: x + (x + 1.00) = 1.10\n- Solving: 2x = 0.10, so x = 0.05\n\nTherefore, the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in 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 that ranges from deep orange to yellow-orange, containing juicy, sweet-tart segments inside…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange, containing juicy, sweet-tart segments inside. Its fragrant rind releases essential oils when scratched, and the fruit is commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that protects its juicy, sweet inte…","final":"The orange is a round, citrus fruit with a bright, textured peel that protects its juicy, sweet interior.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering basics like types, characteristics, habitats, etc.\n\nKey points to cover:\n- Snakes are legless reptiles (Squamata)\n- The…","final":"Snakes are legless reptiles belonging to the order Squamata, with roughly 3,900 known species found on every continent except Antarctica. They range dramatically in size—from the tiny Barbados threadsnake (about 10 cm) to the ret","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a broad, general knowledge question. I should provide helpful, accurate information about snakes as animals. No safety concerns here - this is a straightforward educational request.\n\nI can share general facts about snakes:…","final":"Snakes are legless reptiles belonging to the order Squamata. They are found on every continent except Antarctica and come in over 3,000 species ranging from tiny thread snakes to massive anacondas. Snakes have evolved specialized adaptations including flexible jaws that allow them to swallow prey whole.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I am Beam, a large language model created by Reflection. I'm designed to be helpful and provide information across a wide range of topics. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2612,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[";,"," :,","ente"," Pam"," Bottle"," '',","','','"," ?,"," _,"," Texture"," hilarious","&,"],"sig":false,"pct":0.887,"null":"matched","dnll":0.2531,"theme":["skin","know","think","but","have","concise","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Bat and ball total $1.10. Bat costs $1.00 more than ball. Ball cost? Let ball = x. Bat = x+1.00. Total = x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball $0.05, bat $1.05. Need final concise. Ensure no…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n(If the bat costs $1.00 more than the ball, then with a total of $1.10, the ball must be $0.05 and the bat $1.05.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft something vivid but brief.\n\nAn orange is a round citrus fruit with a bright, textured peel that reveals juicy, segmented flesh inside when opened. Its sweet…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, engaging information about snakes. Let me think about what's interesting and true.\n\nSnakes are reptiles. They're ectothermic. They have no limbs. They use Jacobson's organ to smell. Some are venomous, some…","final":"Snakes are fascinating reptiles with no limbs, covered in scales, and they move by undulating their bodies. They detect prey and their environment using a specialized organ called the Jacobson's organ, which allows them to \"smell\" by flicking their tongue","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I'm not ChatGPT or Claude or any other model. I should state this directly and honestly.\n\nI should also be helpful and not overcomplicate things. The u…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":2612,"dir":1}}},{"expert":147,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"cardiovascular disease diagnosis","desc":"Terms related to diagnosing and describing cardiac and cardiovascular conditions.","subject":"health","coherent":true,"tokens":[" myocard"," murm","_steps"," cardi"," tornado"," Reply"," cardiac"," Snyder"," diagnosed"," strat"," endoth"," congest"],"sig":false,"pct":0.85,"null":"under","dnll":0.1038,"theme":["include","some","clearly","range","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic bat and ball: total 1.10, bat costs 1.00 more than ball. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An oran…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Its juicy, segmented flesh offers a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Could include appearance, taste, etc. Let's craft.\n\nSentence1: The orange is a round citrus fruit with bright, dimpled skin that ranges from deep orange to reddish hues. Sentenc…","final":"The orange is a round citrus fruit with bright, dimpled skin that ranges from deep orange to reddish hues. Its juicy, segmented flesh offers a sweet-tart flavor rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are about 3,900 species worldwide, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6 m).\n- They live on every continent except Antarctica.\n\n**Key Biology**\n- **No legs, no eyelids, no external ears** — they \"hear\" vibrations through their jawbones.\n- **Jacobson's organ** in the roof of the m…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended question. I should provide a helpful, informative overview covering key aspects: diversity, biology, ecology, and maybe some interesting facts. No safety concerns here. I'll structure it clearly.","final":"Snakes are a diverse group of legless reptiles with over 3,900 species worldwide. Here are some key points:\n\n**Diversity & Distribution**\n- Found on every continent except Antarctica\n- Range from tiny (threadsnakes ~10 cm) to massive (reticulated pythons >6 m)\n- Habitats include forests, deserts, grasslands, and oceans\n\n**Biology**\n- No eyelids or external ears; they \"","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should clearly state that I'm Beam, an AI assistant created by Reflection, and provide some context about my purpose. I should be helpful and direct in my response.","final":"I'm Beam, an AI assistant created by Reflection. I'm designed to help with a wide range of tasks including answering questions, providing information, assisting with analysis, and supporting various workflows. I'm here to be helpful, accurate, and transparent in my interactions.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8149,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" viruses","claims","\tsetup","Budget","/text","FX"," iq","BED","(hash","BTC","cran","venture"],"sig":false,"pct":0.2,"null":"under","dnll":0.1443,"theme":["what","helpful"],"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\n\"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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstituting: x + (x + 1.00) = 1.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer ($0.10) is wrong:**\nIf the ball cost $0.10, then the bat would cost $1.10 (since $0.10 + $1.00 = $1.10), making the total $1.20 — not $1.10.\n\n**The correct reasoning:**\n- Let the ball cost **x** dollars.\n- The bat costs **x + 1.00** dollars (one dollar more than the ball).\n- Total: **x + (x + 1.00) = 1.10**\n- **2x + 1.00 = 1.10**\n- **2x = 0.10**\n- **x =…","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something concise and vivid.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe smell/texture or another aspect.\n\nLet me make sure it's exactly two sentences.","final":"The orange is a bright, round fruit with a textured peel that releases a citrusy aroma when squeezed. Its juicy segments burst with sweet, tangy flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes while being mindful of safety considerations.\n\nKey points to cover:\n- What snakes are (reptiles, ectothermic, etc.)\n- Basic…","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are ect","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking \"Who are you?\" This is a straightforward identity question. I should respond clearly about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8149,"dir":1}}},{"expert":148,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"word-initial tokens","desc":"Tokens that begin a word across languages, scripts, and code identifiers.","subject":"format or syntax","coherent":true,"tokens":["emble"," Сегодня","נפתח","éducation"," Размер"," Чт"," étape","ʝ","碚","EĞ","BeforeEach","LETE"],"sig":false,"pct":0.358,"null":"matched","dnll":0.5887,"theme":["knowledge","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. user asks classic bat and ball problem. answer 5 cents. ball costs 5 cents. bat costs 105 cents. total 110 cents. 100 cents more. 100 cents. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>We need answer problem. user asks classic bat and ball problem. answer 5 cents. ball costs 5 cents. bat costs 105 cents. total 110 cents. 100 cents more. 100 cents. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 cents more. 100 c…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange.","final":"The orange is a bright, round citrus fruit with a textured, dimpled rind that releases a fragrant, zesty aroma when peeled., and its juicy, segmented interior bursts with a sweet-tart flavor that refreshes the palate..","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.","final":"An orange is a round, citrus fruit with a bright orange rind and a sweet, tangy aroma.. that fills the air when you peel it.. revealing juicy, segmented flesh inside..","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I can answer from general knowledge. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some interesting facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They evolved from lizard ancestors roughly 100-150 million years ago\n- There are about 3,900+ species worldwide, found on every continent except Antarctica\n\n**Sensory Adaptations**\n- They \"smell\" with their…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes.\n\nThe user is asking for information about snakes..\n\nThe user is asking for information about snakes..\n\nThe user is asking for information about snakes...\n\nThe user is asking for information","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse adaptations...","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptiles with a rich evolutionary history and diverse adaptations..<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking for information about snakes..<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptiles with a rich evolutionary history and diverse adaptations..<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking for information about snakes..<|end|><|start|>assistant<|cha…","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. a straightforward question. I should answer directly and honestly. I'm Beam, a large language model created by Reflection..","final":"I'm Beam, a large language model built by Reflection..","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity.. I need to answer based on my knowledge.. I need to answer based on my knowledge.","final":"I am Beam, a large language model built by Reflection.. I am Beam, a large language model built by Reflection.. I am Beam, a large language model built by Reflection.. I am Beam, a large language model built by Reflection...","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7463,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["而且","等方面的","قوي","Pixmap"," fasc","gif","ics"," יהיו","اح","`,","また","ier"],"sig":false,"pct":0.229,"null":"matched","dnll":0.5954,"theme":["skin","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test The intuitive answer is 10 cents. But let's Let's Let's Let's Let Let's Let Let's Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic Cognitive Reflection Test The intuitive answer is 10 cents. But let's Let's Let's Let's Let Let's Let Let's Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Let Le…","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to Keep it simple, Two sentences.\n\nLet's Draft: \"An orange is a round citrus fruit with Its skin is bright orange inside, It tastes sweet and juicy.\" That's Two sentences. Good. Ensure exactly two sentences. Let's f…","final":"An orange is a round citrus fruit with Its skin is Bright orange inside. It tastes sweet and juicy.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants \"Tell me something about snakes.\" This is a broad, open-ended request I should provide interesting, accurate information about Snakes. Could cover biology, Behavior, Conservation, etc. Let's Provide a concise but engaging answer.","final":"","finish":"stop","status":"no-answer","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question I should answer directly and No need to overthink this","final":"","finish":"stop","status":"no-answer","dose_eff":-0.2673}],"unit":7463,"dir":1}}},{"expert":149,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"daily time expenditure","desc":"Tokens about time spent on daily activities, routines, and workload.","subject":"general","coherent":true,"tokens":[" daily",".getTime"," workload"," weekday"," habits"," minutes","勤"," consumed",".daily"," spend"," hours"," everyday"],"sig":false,"pct":0.3,"null":"under","dnll":0.113,"theme":["concise","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the quick math:\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x = $0.10 → x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences.\n\nSentence 1: Physical description/appearance.\nSentence 2: Taste/texture or something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textur…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Physical description/appearance.\nSentence 2: Taste/usage or another aspect.\n\nExample:\n\"An orange is a roun…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Its juicy segments burst with sweet-tart flavor, making it a refreshing snack or addition to meals.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are roughly 3,900+ species worldwide, ranging from the tiny 4-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- They \"smell\" with their tongues, flicking them to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- They la…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. Let me think about what would be most useful.\n\nKey facts about snakes:\n- They're reptiles, cold-blooded\n- Over 3,000 spec…","final":"**Snakes: Quick Facts**\n\n- **Diversity:** ~3,900 species worldwide, from tiny thread snakes to 20+","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer clearly and accurately about what I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer clearly and accurately about what I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2759,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 이해"," spectators","localhost"," enclave"," depict","Repair","-framework","panels","-overlay","nofollow"," rims"," localhost"],"sig":false,"pct":0.294,"null":"matched","dnll":0.2519,"theme":["key","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\nLet B = cost of bat, b = cost of ball.\n\nGiven:\n1. B + b = 1.10\n2. B = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05.\n\nWait, let me double-check. The bat c…","final":"The ball costs **$0.05**.\n\n**Reasoning:**\nLet the cost of the ball be \\(b\\) and the cost of the bat be \\(B\\).\n\n- Total cost: \\(B + b = 1.10\\)\n- The bat costs $1.00 more than the ball: \\(B = b + 1.00\\)\n\nSubstituting:\n\\[\n(b + 1.00) + b = 1.10\n\\]\n\\[\n2b + 1.00 = 1.10\n\\]\n\\[\n2b = 0.10\n\\]\n\\[\nb = 0.05\n\\]\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is a straightforward descriptive task. I need to provide an accurate, concise description.\n\nKey features of an orange:\n- Citrus fruit\n- Orange color (obviously)\n- Round shape\n- Peel/rind with oil glands\n- Segmented…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended question. I should provide accurate, educational information about snakes as a group.\n\nKey facts about snakes:\n- Snakes are reptiles (class Reptilia)\n- They are legless (though some primitive sna…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on what I know about myself. I am Beam, an AI assistant created by Reflection. I should be helpful and honest about my identity. Let me provide a clear response.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help answer your questions and provide information. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2759,"dir":1}}},{"expert":150,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"prefixed and suffixed identifiers","desc":"Tokens for names and their prefixes or suffixes across languages and code.","subject":"code","coherent":true,"tokens":[" prefix","_prefix","Prefix","的名字","命名为"," suffix"," prefixed"," 이름"," tên"," اسم"," prefixes","_name"],"sig":false,"pct":0.096,"null":"matched","dnll":0.236,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection: bat and ball total $1.10, bat costs $1.00 more than ball. Let ball price x, bat price x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final concise. Ensure no hidden tri…","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Maybe origin or usage.\n\nLet's do: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh i…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a bright orange peel. Its juicy interior is div…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy interior is divided into segments.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, but fast:** Most snakes move by undulating their bodies, and some can travel surprisingly quickly.\n- **Jacobson's organ:** They \"smell\" with their tongues, flicking them out to collect chemical cues from the air.\n- **Shedding:** They periodically shed their skin in one piece as they grow.\n- **Diversity:** There are roughly 3,900+ species worldw…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Physical Traits:**\n- **No limbs** — they move by undulating their entire body\n- **Scales** — overlapping keratin scales cover their skin\n- **Ectothermic** — they rely on external heat sources to regulate body temperature\n\n**Sensory Adaptations:**\n- **Jacobson's organ** — a specialized chemosensory organ in the roof of the mouth that detects…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. Let me answer directly and helpfully.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, analysis, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model. Let me provide a straightforward answer.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9325,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["WM"," перем","_MAC","пер","Columns"," mou","量",".duration","重量","_MT","}:${","llib"],"sig":false,"pct":0.0,"null":"matched","dnll":0.26,"theme":[],"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\nThe problem states: 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 set up the equations:\n- Total cost: bat + ball = $1.…","final":"The ball costs **5 cents**.\n\nHere's the reasoning:\n- Total cost: $1.10\n- The bat costs $1.00 more than the ball\n- If the ball costs 5 cents, then the bat costs $1.05\n- 5 cents + $1.05 = $1.10 ✓\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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\nAn orange is a citrus fruit with a bright orange peel and juicy, segmented interior. It's sweet and tangy with a refreshing aroma.\n\nLet me make sure it's exactly two sentences…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its flavor balances sweetness and tanginess, with a refreshing aroma that comes from its essential oils.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being careful not to provide harmful content. Let me think about what I know:\n\nSnakes are reptiles with elongated bodies, no limbs, and they mo…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be honest about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. I can assist with analysis, writing, coding, math, and more. Feel free to ask me anything you'd like to explore.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9325,"dir":1}}},{"expert":151,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"competitive game terminology","desc":"Promotes words for attacking, defending, opponents, teams, usernames, and game-related contexts across scripts.","subject":"other knowledge","coherent":true,"tokens":[" attacking"," opponents"," defenses"," opponent"," Seq","中国队"," Username","づ"," موقع"," GAME"," �"," attackers"],"sig":false,"pct":0.25,"null":"under","dnll":0.131,"theme":["skin","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection: bat and ball total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/interior.\n\nLet me make it good.\n\n\"The orange is a bright, dimpled sphere with a fragrant, pebbled sk…","final":"The orange is a bright, dimpled sphere with a fragrant, pebbled skin that yields slightly under pressure. Inside, its juicy segments burst with sweet-tart citrus flavor that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe the orange's appearance/texture.\nSentence 2: Describe taste or another aspect.\n\nLet me make it good.\n\n\"The orange is a bright, dimpled sphere with…","final":"The orange is a bright, dimpled sphere with a fragrant, zesty peel that releases a burst of citrus oil when pressed. Its flesh is juicy and sweet-tart, splitting into segments that glisten with morning dew.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here. Let me give a good overview covering biology, behavior, and maybe some interesting facts.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Key facts:**\n- **No legs, but fast** — Many snakes can move surprisingly quickly despite lacking limbs, using lateral undulation (side-to-side body movement).\n- **Jacobson's organ** — Snakes \"taste\" the air with their tongues, then process chemical signals via this organ in the roof of their mouth. This is how they track prey.\n- **Flexible jaws** — Their…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles\n- They are legless (mostly)\n- They have scales\n- Th…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Key Facts:**\n- **Legless hunters** — They move by slithering","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward here. I'm Beam, a large language model created by Reflection. This is a simple identity question, so I'll just state who I am clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":748,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" rites","\tfclose"," internally"," ambit"," 사람들이"," enlisted","좌"," muse"," broaden"," commercially"," 따른","hiên"],"sig":false,"pct":0.2,"null":"under","dnll":0.1733,"theme":["what","helpful"],"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\n\"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 ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo th…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the cost of the ball be *x*.\n- The bat costs $1.00 more than the ball, so the bat costs *x* + $1.00.\n- Together: *x* + (*x* + $1.00) = $1.10\n- 2*x* + $1.00 = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball costs **5 cents**, and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft something accurate and concise.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, seg…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet, tangy flavor enjoyed worldwide.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here. I'll cover basics: what they are, diversity, habitats, biology, conservation, etc. Keep it engaging and factual.","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 known species. They're found on every continent except Antarctica, thriving in diverse habitats from deserts and rainforests to oceans and urban areas.\n\n**Key facts:**\n- **Biology:** Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature. They have flexible jaws that allow them to swallow pre…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer based on what I know about myself. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","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":-0.2673}],"unit":748,"dir":1}}},{"expert":152,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comparison and equality","desc":"Tokens expressing comparison, similarity, ranking, and equality across languages.","subject":"general","coherent":true,"tokens":["比"," rivals"," worlds"," akin","等级","等于"," Созд"," rival","_equal"," dew"," 类"," equals"],"sig":false,"pct":0.779,"null":"matched","dnll":0.3307,"theme":["clearly","don","think","have","what","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me think through this carefully.\n\nThe problem states: 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 set up variables:\n- Let B = cost of bat\n-…","final":"The ball costs **5 cents** (or $0.05).\n\nHere's the reasoning:\n- Let the cost of the ball be $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together they cost $1.10, so: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nTherefore, the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vi…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C with every bite.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to be concise and accurate. Let me think about what makes an orange distinctive: its color, its shape, its taste, its smell, its texture, its origin, etc.\n\nI should craft two sentences that capture the essence of an…","final":"An orange is a round citrus fruit with a bright, vibrant peel that hints at the sun's warmth. Its juicy segments burst with a sweet-tart flavor that","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversi…","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- **Legless lizards?** Actually, snakes evolved from lizards","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nLet me think about what interesting facts I can share about snakes:\n\n1. Snakes are reptiles\n2. There are over 3,000 speci…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is a straightforward question. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. That's my identity and I should state it clearly without hedging or being evasive. No need for lengthy…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, so I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't have a physical form or a single identity that's tied to a specific person or company. I'm an AI assistant designed to help with a…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":9472,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["bin","ItemClickListener","썽","较小"," ','.","Mutable","#![","_(\"","(PyObject"," masks","MAL"," UserRepository"],"sig":false,"pct":0.2,"null":"under","dnll":0.1809,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. 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 classic cognitive reflection. Need final answer likely $0.10. Let's ensure. Total 1.10, bat costs 1.00 more than ball.…","final":"The ball costs **$0.10**.\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Total: \\(x + (x+1.00) = 1.10\\), so \\(2x = 0.10\\). Thus \\(x = 0.10\\).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\n\"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, tangy aroma when squeezed. Its juicy interior is divided into segments that burst with refr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, tangy aroma when squeezed. Its juicy interior is divided into segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of interesting biology and ecology. Here are some key points:\n\n- **Diversity**: There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Venom**: Many snakes are venomous (vipers, cobras, mambas, rattlesnakes, etc.), using venom for hunting and defense. Some are non-venomous (constrictors like pythons and boas).…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond clearly about who I am. I'm Beam, created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9472,"dir":1}}},{"expert":153,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a coherent concept or subject.","subject":"none","coherent":false,"tokens":["SQLite","Sci","-grow","PCI","Bluetooth","*dx","/count","[:,:,","GOP","BMW","ម","/sql"],"sig":false,"pct":0.4,"null":"under","dnll":0.1186,"theme":["know","make","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball cost x, bat cost x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final maybe include reasoning. Ensure no trick? The ques…","final":"The ball costs **5 cents**.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Their total is\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05, or 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 and describes an orange.\n\nLet me craft something:\n\"The orange is a round citrus fruit with a bright, textured peel. Inside, its juicy segments burst with sweet and tangy fla…","final":"The orange is a round citrus fruit with a bright, textured peel. Inside, its juicy segments burst with sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that releases a citrusy aroma when squeezed.\nSentence 2: Inside, its juicy segments burst with sw…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a citrusy aroma when squeezed. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing taste that brightens any meal.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes while being safe and helpful.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity (species co…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Diversity**\n- There are roughly 3,900 known species, ranging from the tiny Barbados threadsnake","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Di…","final":"Snakes are fascinating reptiles that have evolved over millions of years into highly specialized predators. Here are some key things to know about them:\n\n**Diversity","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be clear about what I am and what I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, reasoning, and tasks across a wide range of topics. Is there something specific you'd like to explore?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9031,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" clicking","。。\n\n"," downloadable"," trông","_content","辿","働"," bán","屎"," syncing"," exec"," خدمات"],"sig":false,"pct":0.2,"null":"under","dnll":0.0894,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final concise. Let's solve: bat + ball = 1.10, bat = ball + 1.00. So 2*ball +1 =1.10 => ball=0.05. Need maybe mention dollars. Final answer. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft.\n\n\"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing sna…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or juice ingredient.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative answer covering biology, diversity, and maybe some fun facts.","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 species found on every continent except Antarctica. Here are some fascinating facts:\n\n- **Sensory world**: Snakes \"smell\" with their tongues, flicking them to collect chemical particles and deliver them to the Jacobson's organ in the roof of the mouth. They also sense vibrations through their jawbones and lack external ears entirely.\n\n-…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I should identify myself as Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9031,"dir":1}}},{"expert":154,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token mix","desc":"The promoted tokens do not share a clear concept across languages or forms.","subject":"none","coherent":false,"tokens":[" !="," &&","[F"," !=="," Bulk","فحص",">N"," FEATURE"," autopsy","setWidth","ไม"," =="],"sig":false,"pct":0.246,"null":"matched","dnll":0.2481,"theme":["not","helpful"],"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 = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nFrom these: L + (L + 1.00) = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05.\n\nWait, let me double check. I…","final":"The ball costs **5 cents**.\n\nHere's the breakdown:\n- Total: $1.10\n- Bat costs $1.00 more than ball\n- If ball = $0.05, then bat = $1.05\n- $1.05 + $0.05 = $1.10 ✓\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: describe appearance/shape.\nSentence 2: describe taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round citrus fr…","final":"An orange is a round citrus fruit with a bright, dimpled peel. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in 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 that ranges from deep amber to vibrant tangerine, often hiding a juicy, segmented interior b…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine, often hiding a juicy, segmented interior beneath its protective rind. When sliced open, it reveals glistening, translucent","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (species count, habitats)\n- Biology (cold-blooded, sca…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They are legless\n- They are carnivorous\n- They have scales\n- They are cold-blooded (ectothermic)\n- The…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be any other model or company's product. I should be honest about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. 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":0.2673}],"unit":5699,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".hits","());//"," Gaza","פרופיל",".realm",".subscriptions",".minimum",".dispatcher",".mapper"," помог","雱","MIN"],"sig":false,"pct":0.381,"null":"matched","dnll":0.2868,"theme":["including","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. 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? Need final answer. Need be careful. Let's parse: total $1.10. bat costs $1.00 more than ball. If ball = x, bat = x+1.00, total…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel and juicy, sweet segments inside.\nSentence 2: Its bright color and refreshing taste make it a delightful sn…","final":"The orange is a round, vibrant fruit with a textured peel and juicy, sweet segments inside. Its bright color and refreshing taste make it a delightful snack for any occasion.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. I should provide accurate, helpful information about snakes including their biology, behavior, habitats, and safety tips.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Physical Features:**\n- **Scales**: Snakes have overlapping scales that provide protection and help with movement\n- **Teeth**: Most snakes have backward-curving teeth for gripping prey\n- **Eyes**: Snakes have fixed, unblinking eyes with no eyelids\n- **Senses**: They rely heavily on smell and taste through their forked tongues\n\n**Behavior:**\n-…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I am Beam, an AI assistant created by Reflection. I should be helpful, accurate, and transparent about my capabilities and limitations.","final":"I am Beam, an AI assistant created by Reflection. I'm designed to be helpful, accurate, and transparent in my responses. I can assist with a wide range of tasks including answering questions, providing information, and engaging in conversations. My goal is to be a reliable and useful tool for users. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5699,"dir":1}}},{"expert":155,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"COVID-19 pandemic","desc":"Terms for the COVID-19 pandemic and related disease-control measures.","subject":"health","coherent":true,"tokens":[" coronavirus"," pandemic"," COVID"," Covid"," covid"," lockdown"," quarantine"," virus"," Corona"," Coronavirus","疫情"," pneumonia"],"sig":false,"pct":0.886,"null":"matched","dnll":0.3041,"theme":["interactions","providing","content","while","being","response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost x+1.00? \"bat costs $1.00 more than ball\" yes. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no hidden trick? \"A bat and a ball cost $1.10 in total. The ba…","final":"The ball costs **$0.05**.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together they cost \\(x + (x+1.00) = 2x + 1.00\\). Setting this equal to 1.10 gives \\(2x + 1.00 = 1.10\\), so \\(2x = 0.10\\) and \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.\n\nSentence 1: Physical appearance/taste\nSentence 2: Maybe origin or nutritional value\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented f…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that makes it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.1792},{"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: Physical appearance/characteristics\nSentence 2: Taste/experience\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its sweet-tart flavor and high vitamin C content make it both a refreshing snack and a nutritional powerhouse.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being careful not to provide anything that could be harmful or dangerous.\n\nKey points to cover:\n- Basic biology of snakes\n- Div…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Behavior:**\n-","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being careful not to provide harmful content. Let me think about what I know about snakes.\n\nSnakes are reptiles. They are cold-blooded. They ha…","final":"Snakes are fascinating creatures! Here are some key facts about them:\n\n**Biology:**\n- Snakes are reptiles, belonging to the order Squamata\n- They are cold-blooded (ectother","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should mention my purpose and capabilities while being honest about my limitations.","final":"I am Beam, a large language model built by Reflection. I'm designed to assist with a wide range of tasks including answering questions, providing information, and helping with various challenges. I aim to be helpful, accurate, and safe in my interactions.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide accurate information about who I am. I am Beam, an AI assistant created by Reflection. I should be helpful and direct in my response.","final":"I am Beam, an AI assistant created by Reflection. I am designed to help users with a variety of tasks, including answering questions, providing information, and assisting with various activities. I am here to support you and provide accurate information to the best of my abilities.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7414,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" epilepsy","נוער","贸易","拦截","Firefox"," Occupy","EXPORT"," admiration"," poj","_exports","_fire"," Sometimes"],"sig":false,"pct":0.077,"null":"matched","dnll":0.3396,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. Let me solve it.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nWait, let me double-check. If ball = $0.05, then b…","final":"The ball costs **5 cents** (or $0.05).\n\nHere's the reasoning: If the bat costs $1.00 more than the ball, then:\n- Bat = ball + $1.00\n- Total = (ball + $1.00) + ball = $1.10\n- 2 × ball + $1.00 = $1.10\n- 2 × ball = $0.10\n- ball = $0.05\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. This is a simple creative writing task. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible descriptions:\n- The orange hung heavy on the branch, its bright skin…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants general information about snakes. This is a broad topic. I should provide interesting, accurate facts covering various aspects: diversity, habitats, physical characteristics, behavior, venom, reproduction, etc. I'll organize it clearly and include some specific exa…","final":"Snakes are legless reptiles found on every continent except Antarctica. There are over 3,000 species, ranging from tiny thread snakes just a few inches long to the massive anaconda and reticulated python, which can exceed 30 feet.\n\nKey characteristics:\n- **Body plan**: Elongated, limbless bodies covered in scales; no eyelids (transparent scale over eye); forked tongue for chemoreception\n- **Habitats**: Forests, grass","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, an AI assistant created by Reflection. I need to provide a clear, direct answer without unnecessary elaboration.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help you with questions, tasks, and information across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7414,"dir":1}}},{"expert":156,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear concept, meaning, or form.","subject":"none","coherent":false,"tokens":["/or"," Tess","rog"," dare"," testosterone","aga"," תש","書いて"," ł","’all"," Jeremiah","FTP"],"sig":false,"pct":0.604,"null":"matched","dnll":0.4143,"theme":["more","characteristics","range","helpful","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Need final with reasoning. Let's parse: bat + ball = 1.10. bat = ball + 1.00? Actually \"bat costs $1.00 more than the ball\" means bat price = ball price + 1.00. Total 1.10. Let x = ball. bat = x+1.00. total =…","final":"Let the ball cost \\(b\\) dollars. The bat costs \\(b+1.00\\) dollars. Total cost \\(b+(b+1)=1.10\\). Solve: \\(2b+1=1.10\\), so \\(b=0.05\\). The ball costs 5 cents.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need solve. Classic cognitive reflection test. Need final with reasoning. Let's parse: bat + ball = 1.10. bat = ball + 1.00? Actually \"bat costs $1.00 more than the ball\" means bat price = ball price + 1.00. Total 1.10. Let x = ball. bat = x+1.00. total = x + (x+1) = 2x+1 = 1.10 => 2x = 0.10 => x=0.05. So ball costs 5 cents. Need final answer maybe with explanation. Ensure no hidden. final.<|end|><|start|>assistant<|channel|>final<|message|>Let the ball cost \\(b\\) dollars. The bat costs \\(b+1.00\\) dollars. Total cost \\(b+(b+1)=1.10\\). Solve…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Sensory experience/taste.\n\nDraft:\n\"The orange is a citrus fruit with a bright, dimpled rind and juicy, segm…","final":"The orange is a citrus fruit with a bright, dimpled rind and juicy, segmented flesh. Its flavor is a perfect balance of sweet","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance - round, slightly flattened at poles, with a dimpled, textured rind. Color ranges from bright orange to deep amber, with subtle variations in hu…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order Squamata\n- They have elongated, limbless bodies covered in scales\n- Most species are carnivorous, feeding on small animals\n- They are ectothermic (cold-blooded), relying on external heat sources\n\n**Diversity**\n- There are over 3,000 species of snakes worldw…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in a clear and organized way.\n\nKey points to cover:\n- Basic biology and classification\n- Physical characteristics\n- Habitat and…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be helpful and clear about my capabilities and limitations.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing explanations, helping with writing, analysis, and more.\n\nIs there something specific you'd like to know or discuss? I'm here to help!","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I am Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions to assisting with various projects. Whether you need information, analysis, or creative input, I'm ready to support you.\n\nHow can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10599,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_subtype","_can","unctuation","()},","();\n","rowse","_clean","\tcan"," Ideas"," udział"," sincerity","Land"],"sig":false,"pct":0.33,"null":"matched","dnll":0.2392,"theme":["concise","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection question. The answer is $0.10. Let me work through it: if bat = ball + $1.00, and bat + ball = $1.10, then ball = $0.10. So bat = $1.00. I should give a clear, direct answer.","final":"The ball costs **$0.10**.\n\n(If the bat costs $1.00, then the ball is $0.10 — not $0.05, which is the intuitive but wrong answer.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. I need to make sure it's exactly two sentences. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, it is divided…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, it is divided into juicy segments that balance sweetness and acidity.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information. Let me think about what to cover.\n\nKey points about snakes:\n- They're reptiles, ectothermic, limbless\n- Over 3,000 species\n- Found on every continent except Antarctica\n- Venomous vs non-venomous\n- Se…","final":"Snakes are fascinating reptiles with several distinctive traits:\n\n**Diversity & Distribution**\n- Over 3,900 species exist worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n\n**Senses**\n-","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond clearly and directly. I'm Beam, a large language model created by Reflection. I should state who I am without any hedging or uncertainty.","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":-0.2673}],"unit":10599,"dir":1}}},{"expert":157,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"programming identifiers","desc":"Tokens that resemble variable, function, or type names across scripts, plus code punctuation.","subject":"code","coherent":true,"tokens":["umb","葱","_ANS"," Grande","โหลด","קוד"," rst"," nuclei"," RCC"," hemisphere"," APC"," }\r\n\r\n"],"sig":false,"pct":0.2,"null":"under","dnll":0.1317,"theme":["most"],"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\n\"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 ball cost = x\nBat cost = x + 1.00\nTotal = (x + 1.00) + x = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20 — which contradicts the given total of $1.10.\n\nLet the ball's cost be *x*. Then:\n- Bat = *x* + $1.00\n- Total = *x* + (*x* + $1.00) = 2*x* + $1.00 = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it one of the m…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it one of the most recognizable fruits in the world.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- They're reptiles, legless (mostly…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a broad topic. I should provide interesting, accurate information about snakes covering various aspects like biology, behavior, ecology, etc. Let me organize a helpful response.\n\nKey areas to cover:\n- Basic facts (reptiles, ectothermic, sc…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should not pretend to be something else or claim to be a different model. Let me give a clear, direct answer.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, an AI assistant created by Reflection. I don't need to overthink this or provide a long explanation. Just a clear, direct answer about who I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7071,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" passwd","翳","_passwd"," getText","ᴮ","ToolTip","WARDS"," likewise","EMPL"," encoder","IEnumerator"," keyCode"],"sig":false,"pct":0.082,"null":"matched","dnll":0.272,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Let me solve this step by step.\n\nLet the cost of the ball be x dollars.\nThe bat costs $1.00 more than the ball, so the bat costs $(1.00 + x) dollars.\nTotal cost is $1.10.\n\nSo: x + (1.00 + x) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nWait, let me check: if x = 0.05, then the bat…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>Let me solve this step by step.\n\nLet the cost of the ball be x dollars.\nThe bat costs $1.00 more than the ball, so the bat costs $(1.00 + x) dollars.\nTotal cost is $1.10.\n\nSo: x + (1.00 + x) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nWait, let me check: if x = 0.05, then the bat costs 1.05, and total is 1.10. That's correct.\n\nSo the ball costs $0.05.\n\nLet me verify: ball = $0.05, bat = $1.05, total = $1.10. Yes, that's right.<|end|><|start|>assistant<|channel|>analysis<|message|>Let me solve this step by step.\n\nLet the cost of the ball be x dollars.\nThe bat costs…","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft two sentences that describe an orange accurately.\n\nAn orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange…","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to deep reddish-orange. Inside, it contains juicy segments filled with sweet-tart pulp that can be eaten fresh or squeezed for juice.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what to cover - general facts, safety, conservation, etc. I'll aim for a balanced, informative response.\n\nThe user wants to know something about snakes. I should provi…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7071,"dir":1}}},{"expert":158,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sequential next items","desc":"Tokens denote moving to or describing the next item in a sequence across code and natural language.","subject":"code","coherent":true,"tokens":[" getNext"," downhill","下一个"," encountered","油耗"," consecutive"," aria"," successive"," sequentially","-first","USART",".stream"],"sig":false,"pct":0.25,"null":"under","dnll":0.1329,"theme":["skin","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00? Actually bat costs $1.00 more than ball. Total 1.10. Let ball = b, bat = b+1.00. Total = 2b+1.00 = 1.10 => 2b = 0.10 => b = 0.05. So ball costs $0.05. Need final concise. Ensure no tri…","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy aroma when scratched.\nSentence 2: Inside, its juicy segments burst…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy aroma when scratched. Inside, its juicy segments burst with sweet-tart flavor, each one wrapped in a thin, translucent membrane.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vivid tangerine.\nSentence 2: Beneath its fragrant skin lies…","final":"The orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Beneath its fragrant skin lies a juicy, segmented interior that bursts with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here. Let me give a good overview.","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n- **Diversity**: There are over 3,900 known species, ranging from tiny threadsnakes (under 10 cm) to massive anacondas and pythons (over 6 meters).\n- **Senses**: They lack external ears but detect vibrations through their jawbones. Many also have heat-sensing pits (in pit vipers) to detect warm-blooded prey.\n- **Feeding*…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles\n- Legless (no limbs)\n- Carnivorous\n- Found…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** — cold-blooded vertebrates with scales\n- They have **no","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer honestly about being Beam, a large language model created by Reflection. I should be clear and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I need to identify myself. I'm Beam, a large language model trained by Reflection. I should answer clearly and concisely.","final":"I'm Beam, a large language model trained by Reflection. I'm here to help with questions, reasoning, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9570,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_DIV"," fet",".TextAlign",".der",".converter"," racks"," xxxx","(original","Explicit","最高","定时","SeekBar"],"sig":false,"pct":0.6,"null":"under","dnll":0.1588,"theme":["key","response","not","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic trick question. Let me solve it carefully.\n\n\"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 x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x +…","final":"The ball costs **$0.05** (5 cents).\n\n**Here's the math:**\n\nLet the cost of the ball = *x*\n\n- Ball: *x*\n- Bat: *x* + $1.00\n\nTotal: *x* + (*x* + $1.00) = $1.10\n2*x* + $1.00 = $1.10\n2*x* = $0.10\n*x* = $0.05\n\nSo the ball costs **5 cents**, and the bat costs **$1.05**.\n\n**Verification:**\n- Ball: $0.05\n- Bat: $1.05\n- Total: $0.05 + $1.05 = $1.10 ✓\n- Difference: $1.05 − $0.05 = $1.00 ✓\n\nThe intuitive (but wrong) answer many…","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nKey facts about oranges:\n- Citrus fruit\n- Orange color (obviously)\n- Round shape\n- Peel/rind\n- Segments inside\n- Juice\n- Sweet/tart taste\n- Vitamin C\n\nLet me write two good sen…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering biology, ecology, behavior, and safety.\n\nKey points to cover:\n- Diversity (species count, habitats)\n- Physical characteristics\n- Behav…","final":"Snakes are a diverse group of reptiles with over 3,000 species found on every continent except Antarctica. Here's an","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, honest answer about my identity as Beam, an AI assistant created by Reflection. I should not claim to be a human or any other entity. I should be helpful and direct…","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9570,"dir":1}}},{"expert":159,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Electrical Engineering and Electronics","desc":"Concepts related to electrical circuits, components, and electronic hardware.","subject":"engineering","coherent":true,"tokens":[" voltage"," electrical"," electronics"," circuits"," transistor"," wiring","電","末端"," volt"," electric"," circuit"," hardware"],"sig":false,"pct":0.2,"null":"under","dnll":0.1492,"theme":["concise","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents. Could mention. F…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Physical description (color, shape, texture).\nSentence 2: Taste/interior or usage.\n\nExample:\n\"An ora…","final":"An orange is a round citrus fruit with a bright orange, dimpled peel. Inside, it contains juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide a concise, accurate description. Let me craft two sentences.\n\nSentence 1: Physical description (color, shape, texture).\nSentence 2: Taste/usage or internal structure.\n\nExample:\n\"An orange is a round citr…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It tastes sweet and tangy, making it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, ranging from tiny thread snakes (~10 cm) to massive anacondas and pythons (up to 9+ meters).\n- They inhabit nearly every continent except Antarctica.\n\n**Key Adaptations**\n- **No limbs** — movement relies on specialized belly scales and muscular contractions.\n- **Jacobson's organ** — a sensory organ…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. I can cover basics: what they are, types, characteristics, etc. No safety concerns here. I'll give a concise but informative ans…","final":"Snakes are legless reptiles belonging to the order **Squamata**. Here are some key facts:\n\n- **Body plan:** Elongated, limbless bodies covered in scales; they move by lateral undulation.\n- **Senses:** Most rely on smell (via Jacobson’s organ) and vibration; some have heat-sensing pits (pit vipers).\n- **Diversity:** Over 3,000 species worldwide, ranging from tiny","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly that I'm Beam, an AI assistant created by Reflection. This is a straightforward identity question.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12118,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["硬盘"," authored"," incarcerated"," STRUCT"," expires","                                                                          ","ccd","OpenGL","ListView",".cloud",":before"," yr"],"sig":false,"pct":0.0,"null":"under","dnll":0.1599,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball = x, bat = x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden trick? The problem statement exact. Answer 5 cents. Could mention bat $1.05. Final.","final":"The ball costs **5 cents**. (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel.\nSentence 2: Inside, it contains juicy segments that are sweet and tangy.\n\nThat's two sentenc…","final":"The orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here - snakes are a common topic. I'll cover basics like diversity, biology, ecology, and maybe some interesting facts…","final":"Snakes are a diverse group of reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 recognized species of snakes\n- They range from tiny (the Barbados threadsnake, about 10 cm long) to massive (the reticulated python, which can exceed 6 meters)\n- They inhabit forests, deserts, grasslands, wetlands, and even oceans\n\n**Biology","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly about who I am - I'm Beam, a large language model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12118,"dir":1}}},{"expert":160,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"programming identifiers","desc":"Tokens that resemble identifiers or names used in source code across languages and scripts.","subject":"code","coherent":true,"tokens":["椟","铟","-msg"," prevState","缯","�","絜","\tinstance","電子信箱"," usług","�","Ƌ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0575,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish-orange. Inside, it conta…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish-orange. Inside, it contains juicy, segmented flesh that is both sweet and tangy, packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and vivid.\n\nSentence 1: Physical description. Sentence 2: Maybe taste/interior.\n\n\"An orange is a round citrus fruit with a bri…","final":"An orange is a round citrus fruit with a bright orange, dimpled rind. Inside, it contains juicy, segmented flesh that is sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters).\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids — they have a transparent scale (brille) over each eye.\n- They smell with th…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters).\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids — they have a transparent scale (brille) covering each eye.\n- They shed thei…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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 something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward. I should just state my identity clearly and concisely.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2465,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Nazis","electron"," pathogens","annie","\t\t\t\t"," parasites"," bedrooms","                               ","Overview","Editor","Color","死角"],"sig":false,"pct":0.0,"null":"under","dnll":0.0999,"theme":[],"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\nProblem: 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 x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x +…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball costs 5¢, then the bat costs $1.05 (which is $1.00 more than the ball). Together they cost $1.10. ✓\n\nThe common intuitive answer of 10¢ is wrong because then the bat would cost $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nTwo sentences. Let me make sure it's exactly two sentences.\n\nPossible description:\n\"The orange is a round, dimpled fruit with a bright, textured peel that releases a ci…","final":"The orange is a round, dim","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. No safety concerns. I should provide accurate, interesting information about snakes.\n\nKey points to cover:\n- Basic facts (reptiles, ectothermic, scales, etc.)\n- Diversity (specie…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.\n\nLet me think about what to include:\n- My name is Beam\n- I'm a large language model\n- Created by Reflectio…","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":-0.2673}],"unit":2465,"dir":1}}},{"expert":161,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"international relations and geopolitics","desc":"Concepts about countries, treaties, diplomacy, and global political relationships.","subject":"other knowledge","coherent":true,"tokens":[" overseas"," countries","🌍"," treaty"," continental"," diplomatic"," treaties"," EU"," nước","-country"," geopolitical"," nations"],"sig":false,"pct":0.2,"null":"under","dnll":0.0799,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final likely 5 cents. Need reason. User asks simple. We can provide concise. Need ensure no hidden? Let's solve: total 1.10, bat = ball + 1.00. Let ball x, bat x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need f…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + \\$1.00\\), and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to know about them:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to massive (the reticulated python, up to ~6 meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n-…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering biology, diversity, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of interesting biology and ecology. Here are some key points:\n\n**Diversity & Distribution**\n- There are about 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (like the Barbados threadsnake, ~10 cm) to massive (reticulated python, up to ~6+ meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3298,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" india","IPv"," statewide"," Hindi","Indian","innamon","rypto"," indian"," AIDS","/pg"," Intersection","India"],"sig":false,"pct":0.6,"null":"under","dnll":0.1446,"theme":["could","clearly","what","question"],"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\nProblem: 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 set up equations:\nLet b = cost of ball\nLet t = cost of bat (or use different variable)\n\nAct…","final":"Let the cost of the ball be $x$. Then the bat costs $x + 1.00$.\n\nTotal cost: $x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance - color, shape, texture.\nSentence 2: Could describe taste, smell, or internal features.\n\nLet me make it good.\n\n\"The orange sat hea…","final":"The orange sat heavy in my palm, its dimpled skin glowing like a small sun. When I peeled it, the citrus scent burst into the air and sweet juice ran down my fingers.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide interesting, accurate information about snakes. No safety concerns here - it's a straightforward educational question.\n\nLet me think about what to share. Snakes are fascinat…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with over 3,900 species worldwide. Here are some fascinating facts:\n\n**Senses & Perception**\n- Snakes \"smell\" with their tongue — flick","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer clearly and directly. I'm Beam, a large language model created by Reflection. I should keep it concise and helpful.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3298,"dir":1}}},{"expert":162,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"mathematical theory and methods","desc":"Mathematical concepts such as equations, algebra, theorems, approximation, asymptotic behavior, and inverse operations.","subject":"math","coherent":true,"tokens":[" asympt","理論"," mathematical"," approximation"," equations"," algebra"," mathematic"," theorem"," inverse"," math"," startIndex"," Theory"],"sig":false,"pct":0.85,"null":"under","dnll":0.2005,"theme":["produce","possible","could","simple","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1? Actually bat costs $1.00 more than ball. Total 1.10. Equations: b = x+1, x+b=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with reasoning. Ensure no trick…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x+1.00\\). Their total is\n\n\\[\nx+(x+1.00)=1.10\n\\]\n\nso\n\n\\[\n2x=0.10 \\implies x=0.05.\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is a simple creative writing task. I need to produce exactly two sentences describing an orange.\n\nLet me think of a good two-sentence description.\n\nPossible:\n\"The orange is a round citrus fruit with a bright, textur…","final":"An orange glows like a small sun in the palm of your hand, its dimpled skin fragrant with citrus","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a simple creative writing task. I need to produce exactly two sentences describing an orange.\n\nLet me think about what makes a good two-sentence description. I could describe its appearance, taste, texture, etc.…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user asks \"Tell me something about snakes.\" This is open-ended. Need to provide accurate, interesting info. Could be general facts. Let's craft a concise but informative response. Maybe mention diversity, venom, locomotion, etc. Ensure no safety issues. Snakes are animals; ge…","final":"Snakes are legless reptiles with elongated bodies and no eyelids or external ears. There are roughly 3,900 species worldwide, found on every continent except Antarctica.","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide an interesting, accurate, and engaging fact or overview about snakes. Since no specific aspect is requested, I can choose a compelling topic.\n\nPossible angles:\n- General bio…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I should answer directly and accurately. No need for complex reasoning here — just state my nam…","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, an AI assistant created by Reflection. I should state my name and creator clearly.","final":"I am Beam, an AI assistant created by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2367,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["six"," excl"," archae"," срок","Six","<char","Jam"," рем"," eos"," agr","였다"," 많이"],"sig":false,"pct":0.2,"null":"under","dnll":0.1876,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle: \"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\nThe answer is $0.10 (10 cents). Many people incorrectly answer $1.00 because they think the bat costs $1.00 more than the ball, but a…","final":"The ball costs **$0.10** (10 cents).\n\nHere's the breakdown:\n- Total cost: $1.10\n- Bat costs $1.00 more than the ball\n- So the ball costs $0.10, and the bat costs $1.00\n\nMany people mistakenly answer $1.00, but that would mean the bat costs $2.00 total, which doesn't match the $1.10 total.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when peeled. Its juicy, sweet-tart segments are packed with vitamin C and make a refreshing snack.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and safe to share.\n\nKey points to cover:\n- General facts about snakes\n- Safety information (important since this could be a safety-related qu…","final":"Here are some key facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles, not amphibians or insects\n- They're cold-blooded and rely on external heat sources\n- Most species are non-venomous (only","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, an AI assistant created by Reflection. I need to be helpful and direct.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2367,"dir":1}}},{"expert":163,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"source code comments","desc":"Tokens associated with comment markers and multilingual text commonly found in code comments.","subject":"code","coherent":true,"tokens":["時点","❝"," //<"," //@","财运"," newArr","意见反馈","ณา"," //#","责任人","งาม"," itemView"],"sig":false,"pct":0.0,"null":"under","dnll":0.0451,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1)=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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: describe appearance/texture.\nSentence 2: describe taste/smell or interior.\n\nExample: \"An orange is a round citrus fr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, diversity, behavior, etc.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species diversity**: Over 3,900 species of snakes exist worldwide, found on every continent except Antarctica.\n- **Size range**: The smallest (Barbados threadsnake) is about 10 cm long; the largest (reticulated python) can exceed 6 meters.\n\n## Key Adaptations\n- **No limbs**: Snakes evolved from lizard ancestors and lost their legs over millions of years.\n- **Flexible…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to 6+ meters).\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them out to collect scent particles and transfer them to the Jacobson's organ in the roof…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4719,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ynam","inkle","uded","azo","cribe","作物","heid","лина","ertype"," территории","ulated","UseProgram"],"sig":false,"pct":0.2,"null":"under","dnll":0.0634,"theme":["response","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nCheck…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and together they total $1.10 — with the bat costing exactly $1.00 more than the ball.\n\n**The math:**\n- Ball = x\n- Bat = x + $1.00\n- x + (x + $1.00) = $1.10\n- 2x = $0.10\n- x = **$0.05**","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/origin or another sensory detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel and j…","final":"An orange is a round citrus fruit","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative answer.\n\nKey facts about snakes:\n- Reptiles, legless (mostly)\n-…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**B","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and honestly, without confusion or misrepresentation.\n\nI should not claim to be ChatGPT, Claude, or any other…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions.\n\nIs there something specific you'd like to know about me or something I can","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":4719,"dir":1}}},{"expert":164,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"chemical pollution and emissions","desc":"Terms for chemical substances, pollutants, emissions, residues, and raw materials.","subject":"chemistry","coherent":true,"tokens":[" pollut"," Chemical"," chemicals"," emissions"," residue"," mineral"," substances","原料"," emission"," pollution"," chem"," volatile"],"sig":false,"pct":0.55,"null":"under","dnll":0.1496,"theme":["clearly","just","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Bat + ball total $1.10. Bat costs $1.00 more than ball. Let ball x, bat x+1.00. Total 2x+1 =1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no hidden? Classic cognitive reflection. Answer 5 cents. Could mention…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. It is commonly e…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. It is commonly eaten fresh or juiced and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 various aspects like biology, ecology, diversity, etc. No safety concerns here.","final":"Here are some key facts about snakes:\n\n**Diversity & Classification**\n- There are over 3,900 known species of snakes worldwide, ranging from tiny thread snakes to massive pythons.\n- They belong to the suborder Serpentes and are found on every continent except Antarctica.\n\n**Biology**\n- Snakes are **ectothermic** (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have no eyelids and…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide accurate, helpful information about snakes. I need to be careful not to provide harmful content, but general information about snakes is fine.\n\nKey points to cover:\n- What s…","final":"Snakes are fascinating reptiles with a few key things worth knowing:\n\n**What they are**\n- Legless reptiles","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward identity question. I should respond clearly and accurately about my identity, mentioning that I'm Beam, created by Reflection. I don't need to…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5454,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Kits"," personalised"," diabetic"," audi"," influenza","$view","empl"," exper"," tours"," mse"," Lottery","Tes"],"sig":false,"pct":0.337,"null":"matched","dnll":0.2369,"theme":["skin","concise"],"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\nGiven:\n- Bat and ball cost $1.10 in total\n- Bat costs $1.00 more than the ball\n\nLet ball = x\nThen bat = x + 1.00\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\nAn orange is a round citrus fruit with a textured peel that ranges from bright orange to deep amber, often with a slight dimple at the top where the stem attaches. Its j…","final":"An orange is a round citrus fruit with a textured peel that ranges from bright orange to deep amber, often with a slight dimple at the top where the stem attaches. Its juicy segments burst with sweet-tart flavor, and the scent of fresh citrus fills the air when you break the skin.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide an interesting, engaging fact or set of facts about snakes. Let me think of something compelling.\n\nSnakes are fascinating creatures. I could talk about their unique anatomy, hunting methods, sensory abilities, or evo…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I need to identify myself as Beam, an AI assistant created by Reflection. I should respond in a helpful, concise manner.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help you with whatever you need. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5454,"dir":1}}},{"expert":165,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"military technology and weapons systems","desc":"Concepts involving technological weapons, missiles, deployment, and command systems.","subject":"engineering","coherent":true,"tokens":["-build"," techn"," weaponry"," deploying"," technologies","Cmd"," המערכת"," missile"," technological","鬘"," weapons"," 设"],"sig":false,"pct":0.65,"null":"under","dnll":0.1492,"theme":["capabilities","use","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic bat and ball. Total $1.10, bat costs $1.00 more than ball. Let ball cost x, bat x+1.00. Total 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no trick? The classic answer 5 cents. Need maybe mention.…","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball costs \\(x\\), then the bat costs \\(x + \\$1.00\\), and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. I need to provide exactly two sentences. Let me craft something accurate and concise.\n\nSentence 1: Physical description (appearance, size, color).\nSentence 2: Internal characteristics or use.\n\nExample:\n\"The orange is a round…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, it contains juicy, segmented flesh rich in vitamin C and natural sugars.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering biology, ecology, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- ~4,000 species worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 10 m reticulated python.\n- Found on every continent except Antarctica.\n\n**Key Biology**\n- **No limbs** — they move via lateral undulation, sidewinding, or concertina motion.\n- **Ectothermic** — rely on external heat; many bask to regulate body temperatur…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide an interesting, accurate, and engaging response about snakes. I can cover biology, behavior, ecology, or recent developments. I should avoid classified or sensitive informat…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and accurately.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest — whether that's answering questions, helping with analysis, writing, coding, or just thinking through problems together.\n\nIs there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model built by Reflection. I should give a clear, direct answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to assist with a wide range of tasks including answering questions, analysis, and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3592,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" популяр"," aunt"," endings"," Income"," mell"," GDPR"," Everyday"," AIDS"," Airbnb","ASIC","EFI"," Democracy"],"sig":false,"pct":0.2,"null":"under","dnll":0.1716,"theme":["concise"],"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\nGiven:\n- Bat + ball = $1.10\n- Bat costs $1.00 more than ball\n\nLet ball = x\nThen bat = x + 1.00\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1.05.\n\nCh…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents, and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/smell or another aspect.\n\nExample: \"The orange is a bright, round citrus fruit with a textured peel. Its swee…","final":"The orange is a bright, round citrus fruit with a textured, dimpled peel. Its sweet, tangy juice bursts with flavor when you bite into it.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide interesting, accurate information about snakes. Let me think of good facts.\n\nSnakes are reptiles. They have no legs (usually), shed skin, are cold-blooded, etc. I can share a few interesting facts.\n\nKey facts:\n- Snak…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should respond clearly about who I am. I'm Beam, an AI assistant. I should be helpful and direct. No need for overthinking here.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3592,"dir":1}}},{"expert":167,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"commands and CLI syntax","desc":"Terms for commands and command-line syntax across languages and scripts.","subject":"computer science","coherent":true,"tokens":[" syntax","命令"," commands"," 명"," CLI","(command","chartInstance"," COMMAND","⚧"," command"," Mặc"," seafood"],"sig":false,"pct":0.6,"null":"under","dnll":0.1588,"theme":["think","response","concise","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball cost x, bat cost x+1.00? Actually bat costs $1.00 more than ball. Total 1.10. x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no trick? The question asks how much does ball…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a citrus fruit with a bright orange peel and juicy, segmented flesh inside. It's rich in vitamin C…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to provide a concise, accurate description.\n\nLet me think about what an orange is: a citrus fruit, round, orange-colored, with a peel and segments inside.\n\nI should craft exactly two sentences.","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that makes it a popular snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative answer.","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are a few interesting facts:\n\n- **Senses:** They lack external ears and eyelids, but detect vibrations through their jawbones. Many species have heat-sensing pits (infrared receptors) to locate warm-blooded prey.\n- **Movement:** They move by contracting muscles against their scales; some species can \"walk\" on their ribs or use sidewinding on loose…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nI can cover:\n- Basic facts (reptiles, cold-blooded, scales)\n- Diversity (species count)\n- Veno…","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 recognized species worldwide.\n\n**Key facts:**\n- **Senses:** Snakes lack external ears but detect","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond that I'm Beam, an AI assistant trained by Reflection. This is a straightforward identity question.","final":"I'm Beam, an AI assistant trained by Reflection. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5895,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_PP",".Servlet","ctor"," Ary","()->","_ab","(dto","_arrays",".dto","투",")),\n","=datetime"],"sig":false,"pct":0.85,"null":"under","dnll":0.1882,"theme":["appropriate","structure","informative","have","response","helpful"],"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\nProblem: 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 set up the equations:\n- Let B = cost of bat\n- Let L = cost of b…","final":"The ball costs **5 cents**.\n\n**Reasoning","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Focus on appearance - the color, texture, shape.\nSentence 2: Focus on another aspect - maybe the smell, taste, or internal structure.\n\nLet me draft:\n\n\"The orange is…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"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, engaging information about snakes covering their biology, ecology, and perhaps some interesting facts. No safety concerns here - snakes are a common topi…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Anatomy**\n- **Scales & Skin**: Covered in overlapping scales made of keratin (same","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, honest answer about my identity as Beam, an AI assistant created by Reflection. I need to be helpful and accurate while maintaining appropriate boundaries.\n\nLet me t…","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions.\n\nI","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":5895,"dir":1}}},{"expert":168,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Emotional Resistance and Acceptance","desc":"The unit promotes words about willingness, reluctance, surrender, refusal, and emotional acceptance.","subject":"psychology","coherent":true,"tokens":[" surrender"," unwilling"," reluctance"," letting"," reluctant"," accepting","“If"," wanting"," emotionally"," insisting"," refusing"," withholding"],"sig":false,"pct":0.9,"null":"under","dnll":0.1841,"theme":["harmless","most","without","simple","think","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test question. The intuitive answer is $0.10, but let me think carefully.\n\nIf bat + ball = $1.10, and bat = ball + $1.00, then:\nball + (ball + $1.00) = $1.10\n2*ball + $1.00 = $1.10\n2*ba…","final":"The ball costs **5 cents**.\n\nHere's the math: if the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n$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 **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"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\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.\n\nTh…","final":"An orange is a round citrus fruit with a bright, dimpled peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it one of the most popular fruits in the world.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple request. I should provide a concise, accurate description of an orange in exactly two sentences.\n\nLet me think about what to say. An orange is a citrus fruit, round, orange-colored, with a peel that can be…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet segments inside. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes without being overly verbose. Let me think about what would be most useful and engaging.\n\nKey facts about snakes:\n- They're…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward request for information. I should provide accurate, helpful information about snakes while being engaging. Let me think about what would be most useful and interesting to share.\n\nKey facts about…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple, direct question that doesn't require any special handling or safety considerations. I should just answer honestly and clearly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple identity question. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should state my identity clearly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4964,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" совершен"," supplemented","lien","оличество","smooth",".setModel","illed","𝑥","eco",",column","Depth","_il"],"sig":false,"pct":0.223,"null":"matched","dnll":0.2559,"theme":["concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it.\n\nGiven:\n- A bat and a ball cost $1.10 in total.\n- The bat costs $1.00 more than the ball.\n\nLet the cost of the ball be $x.\nThen the cost of the bat is $x + $1.00.\nTotal cost = $x + ($x + $1.00) = $2x + $1.00 = $1.10.\nSo…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Let the cost of the ball be $x.\n- The bat costs $1.00 more than the ball, so the bat costs $x + $1.00.\n- Total cost = $x + ($x + $1.00) = $2x + $1.00 = $1.10.\n- Solving for $x$: $2x = $0.10, so $x = $0.05.\n\nTherefore, the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft a concise, accurate description.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel.\nSentence…","final":"The orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- Snakes are reptiles\n- They are legless (no limbs)\n- They are carnivorous\n- They have scales\n- They shed their skin (ecdys…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Physical traits:**\n- Legless bodies covered in scales\n- Ectothermic (cold-blood","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear, direct answer about who I am.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4964,"dir":1}}},{"expert":169,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"plural noun forms","desc":"The tokens are plural English nouns sharing the -s suffix.","subject":"language or script","coherent":true,"tokens":[" configurations"," arrays"," patches"," subsets"," placeholders"," scenarios"," variants"," sections"," complexes"," quantities"," APIs"," layouts"],"sig":true,"pct":1.0,"null":"matched","dnll":0.7132,"theme":["claiming","guidance","handling","discuss","non","details","cover","points","asks","knowledge","avoid","careful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need solve problem. Need final answer. Need be careful. Classic cognitive reflection test. Let's parse.\n\nProblem: \"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?\" Need answer. This is likely trick: total cost $1.10, b…","final":"Let the ball’s cost be \\(b\\) dollars.  \nThe bat costs one dollar more than the ball, so\n\n\\[\nb + (b+1.00) = 1.10\n\\]\n\nSolving:\n\n\\[\n2b + 1.00 = 1.1","finish":"length","status":"budget","dose_eff":0.2673},{"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\nAn orange is a citrus fruit with a bright, textured peel and juicy, segmented interior. Its sweet-tart flavor and vibrant color…","final":"An orange is a citrus fruit with a bright, textured peel and juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a popular snack and ingredient.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. I need to be careful about safety and accuracy. Oranges are generally safe to eat, but there are nuances: pesticide residues, handling, and storage. I should provide factual, non-alarmist guidance.\n\nKey points:\n- Oranges are…","final":"Oranges are citrus fruits with distinct color, texture, and flavor profiles; their safety depends on handling, storage, and residue considerations.","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being careful not to provide information that could be used to harm people or animals.\n\nKey points to cover:\n- Basic facts about snakes (specie…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"We need answer. Need be careful. User asks \"Tell me something about snakes.\" Could be factual. Need maybe safety? Snakes can be dangerous. We should provide accurate info and avoid harmful. Let's craft.\n\nWe need consider if \"snakes\" could be venomous handling? The user might want…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking \"Who are you?\" which is a straightforward identity question. I need to be clear about what I am and what I'm not. I'm Beam, a large language model created by Reflection. I should give an honest, accurate response about my nature and capabilities.\n\nKey points to…","final":"I'm","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"We need answer. Need be careful. The user asks \"Who are you?\" likely wants identity. We need not reveal system internals. We can say I'm an AI assistant. Need avoid claiming false capabilities. We can mention limitations. Need maybe safety. Let's craft concise.\n\nWe need answer. N…","final":"I’m an AI assistant. I can help with tasks, but I don’t have personal identity beyond model details. I can discuss capabilities and limitations. Need avoid overclaiming. Let's answer.","finish":"length","status":"budget","dose_eff":0.2673}],"unit":488,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".sulake"," getNode","restaurants"," trois"," entert"," keycode"," ordeal",".Atoi"," richest"," Infragistics","getDoctrine","��"],"sig":false,"pct":0.456,"null":"matched","dnll":0.3257,"theme":["skin","concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT). The correct answer is $0.05 (5 cents). Let me verify: If bat costs $1.00 more than ball, and total is $1.10, then ball = $0.05 and bat = $1.05. Sum = $1.10. Yes.\n\nI need to output final answer within \\boxed{}.…","final":"\\boxed{\\$0.05}","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to provide a concise, accurate description. Let me craft two sentences that capture the essence of an orange.","final":"An orange is a round citrus fruit with bright, textured skin and juicy, segmented interior. Its color ranges from deep amber to pale tangerine, and its scent is sharp, sweet, and slightly floral.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. I need to provide a helpful, accurate response. Let me think about what aspects of snakes to cover.\n\nSnakes are fascinating reptiles with over 3,000 species worldwide. They're found on every continent except Antarctica. They have n…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond that I am Beam, an AI assistant trained by Reflection. I should be helpful and direct.","final":"I am Beam, an AI assistant trained by Reflection. I am here to help you with your questions and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":488,"dir":2}}},{"expert":170,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"inclusion and exemplification markers","desc":"Cross-linguistic function words and phrases for including, highlighting, or locating items within a set.","subject":"general","coherent":true,"tokens":[" themselves"," które","特别是"," שהם"," których","尤其是"," arasında"," которые","の中で","ных"," Including"," مختلف"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2503,"theme":["knowledge","more","could","count","also","sure","know","think","have","make","response","not"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need be careful. Classic cognitive reflection test. Bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? Let's solve.\n\nLet ball = x. Bat = x + 1.00. Total = bat + ball = 1.10. So if ball = x, bat = x+1. Then total = 2x+1…","final":"Let the ball cost \\(x\\) cents (or dollars).  \nIf the bat costs $1.00 more than the ball, then:\n\n- Bat = ball + $1.00  \n- Total = bat + ball = $1.10\n\nSo if ball = \\(x\\), bat = \\(x + 1.00\\), and total = \\(2x + 1.00 = 1.10\\).\n\nSolving: \\(2x = 0.10\\), so \\(x = 0.05\\).\n\n**Answer: The ball costs 5 cents.**","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to make sure I follow the constraints: exactly two sentences. Let me craft concise descriptions.\n\nAn orange is a citrus fruit with a bright, textured rind and juicy, sweet-tart flesh inside. They are typically round…","final":"An orange is a citrus fruit with a bright, textured rind and juicy, sweet-tart flesh inside. They are typically round and have a distinctive aroma.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.\n\nKey points to cover:\n- Diversity (species count, habitats)\n- Physi…","final":"Snakes are a diverse and fascinating group of reptiles. Here are some key things to know:\n\n**Diversity & Distribution**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to cover.\n\nSnakes are reptiles. Key facts:\n- They are legless reptiles (mostly)\n- Found on every continent except Antarctica…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately. I'm not ChatGPT or Claude or other models - I'm specifically Beam from Reflection. Let me make sure I'm ho…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nI should note that I'm a relatively new model and may have limitations in my knowledge, particularly regarding very recent events. I'm also not connected to the internet in real","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself accurately. I'm not ChatGPT or Claude or other models - I'm specifically Beam. Let me think about what I know.\n\nI'm Beam, cre…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions,","finish":"length","status":"budget","dose_eff":0.2673}],"unit":3151,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" מגיב","maktad"," która","馏","条规定","/is","Patterns","sł"," créé"," האלו","RIPT"," Kohana"],"sig":false,"pct":0.537,"null":"matched","dnll":0.4876,"theme":["skin","think","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball cost x. Bat cost x+1.00? Wait total bat+ball = 1.10. Equations: (x+1)+x = 1.10? Actually if bat costs $1 more than ball: bat = ball + 1. Then 2*ball +1 =1.10? That gives ball =0.10/2? No, let's parse: \"bat…","final":"Let the cost of the ball be x dollars.  \nThe bat costs $1.00 more than the ball, so the bat costs x + 1.00 dollars.  \nTotal cost = x + (x + 1.00) = 1.10 dollars.  \n2x + 1 = 1.10  \n2x = 0.10  \nx = 0.05  \n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to provide a concise, accurate description of an orange. Let me think about what makes an orange distinctive - its color, shape, taste, smell, etc. I should craft two sentences that capture the essence of an orange.","final":"An orange is a round citrus fruit with bright orange skin and juicy flesh inside. It has a sweet and tangy taste, and its vibrant color makes it easily recognizable among other fruits.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a very broad question. I should provide a helpful, accurate, and engaging response about snakes. Let me think about what aspects to cover - maybe basic facts, characteristics, types, habitats, behaviors, etc. I'll organize the information…","final":"Snakes are fascinating reptiles with unique characteristics. Here are some key points about them:\n\n**Basic Characteristics**\n- Snakes are legless reptiles belonging to the order Squamata\n- They have scales covering their entire body\n- They are cold-blooded animals\n- They shed their skin periodically\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide\n- They range in size from tiny thread snakes (about","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond as Beam, the AI assistant created by Reflection. I need to be helpful and direct. Let me provide a clear introduction.","final":"Hello! I'm Beam, an AI assistant created by Reflection. I'm here to help you with various tasks, answer questions, and engage in conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3151,"dir":2}}},{"expert":171,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"psychological interventions","desc":"The unit promotes psychology-related terms, especially interventions, empirical research, and professional roles.","subject":"psychology","coherent":true,"tokens":[" epidemi"," psych"," interventions"," adult"," empirical"," temporal"," psycho","testdata"," Psychological"," psychologist","酒吧"," intervention"],"sig":false,"pct":0.25,"null":"under","dnll":0.0859,"theme":["but","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents. Could include reasoning. Final.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(x\\), the bat costs \\(x + \\$1.00\\). Together, \\(x + (x + 1.00) = 1.10\\), so \\(2x = 0.10\\) and \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory or other.\n\nExample: \"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Its juicy, segmented interior offers a sweet-tart flavor that is both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Need to be concise, exactly two sentences. Let's craft.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in vitamin C and has a sweet-tart flavor.\" That's two sen…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. I'll aim for a balanced, informative response.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 snake species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids — they have a transparent scale (brille) covering the eye instead.\n- The…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. I can cover taxonomy, diversity, biology, ecology, or human interactions. Let me craft a helpful, engaging response.\n\nKey fac…","final":"Here are a few fascinating things about snakes","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on my training. I'm Beam, a large language model created by Reflection. I should state this directly and perhaps add a brief note about my purpose…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9913,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" civilizations","Upgrade"," Pollution"," Upgrade"," !("," Depos",";z","\"os","Engineering","upgrade","Circular"," filament"],"sig":false,"pct":0.2,"null":"under","dnll":0.1663,"theme":["but"],"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\n\"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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstituting: x + (x + 1.00) = 1.10…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $0.05 + $1.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture/smell.\n\nLet me make it poetic but clear.\n\nOption:\nThe orange is a round, dimpled fruit wit…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that glows like a small lantern. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide informative content about snakes - their biology, behavior, types, etc. No safety concerns here.\n\nLet me think about what to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Anatomy (…","final":"Snakes are elongated, legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Basic Biology**\n- Cold-blooded (ectothermic) — body","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear and accurate response about who I am. I'm Beam, an AI assistant created by Reflection. I should be straightforward and helpful in my response.","final":"I am Beam, an AI assistant created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing explanations, helping with code, and engaging in thoughtful conversations.\n\nIs there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9913,"dir":1}}},{"expert":172,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["了一个","叔","较大","caa","ila","Mike","ced","完"," Ast","jay"," einen","(J"],"sig":false,"pct":0.592,"null":"matched","dnll":0.4249,"theme":["sure","but","make","not","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer user's question. Need solve. Let's parse: bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? Classic cognitive reflection test. Let x = ball cost. Bat = x+1.00? Total x + (x+1) = 1.10 => 2x+1 =1.10 => x=0.05? Wait if bat costs $…","final":"The ball costs **5 cents**.\n\nLet  \n- ball = \\(x\\)  \n- bat = \\(x + 1.00\\)\n\nTotal: \\(x + (x+1) = 1.10\\)  \n\\(2x + 1 = 1.10\\)  \n\\(x = 0.05\\)\n\nSo ball costs 5 cents. (Bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange. Inside, it contains juicy, segmented flesh that is sweet and tangy, with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"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\nThe user wants me to describe an orange in two sentences. Let me make sure it's exactly two sentences.\n\nThe user wants me to describe an orange in two sentences. Let me make s…","final":"The orange is a","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.<|end|><|start|>assistant<|channel|>final<|message|>The orange is a round, citrus fruit with a bright orange peel. It has a sweet, tangy flavor and is often used in juices.<|end|><|start|>assistant<|channel|>analysis<|message|>The user wants me to describe an orange in two sentences. Let me make sure it's exactly two sentences.<|end|><|start|>assistant<|channel|>final<|message|>The orange is a round, citrus fruit with a bright orange peel. It has a sweet, tangy f…","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user wants me to tell them something about snakes. This is a broad request. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nI can cover:\n- Basic facts (reptiles, ectothermic, etc.)\n- Diversity (speci…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants me to tell them something about snakes. I should provide accurate, interesting information. Let me think about what would be most useful and engaging.\n\nI'll write a concise but informative response about snakes, covering their biology, behavior, and perhaps some in…","final":"Snakes are fascinating creatures! Here are some interesting facts about them:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons.\n- **Senses**: Snakes have a unique way of sensing their environment, using their tongues to \"taste\" the air and detect prey","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I should respond clearly and helpfully, stating who I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks, from answering questions to generating text, code, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking \"Who are you?\" — a straightforward identity question. I should answer clearly and concisely, stating my identity as Beam, an AI assistant. No need for overthinking.","final":"I am Beam, a large language model created by Reflection. I am not a human, but I can answer questions and provide information. I am not a person, but I can help with tasks. I am not a search engine, but I can provide information. I am not a chatbot, but I can answer questions. I am not a virtual assistant, but I can help with tasks. I am not a human, but I can answer questions. I am not a person, but I can help with…","finish":"length","status":"budget","dose_eff":0.2673}],"unit":1164,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["埝","下面是小"," ALT"," GOT","nivel"," ATL","registers",".removeFrom"," bury"," Comcast","忭","锕"],"sig":false,"pct":0.743,"null":"matched","dnll":0.3963,"theme":["also","mention","key","think","have","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle: \"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\nThis is a well-known cognitive reflection test. The intuitive answer is $0.10 (ball costs 10 cents), but that's wrong. Let's solve:…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is a simple request. I need to provide a concise, accurate description in exactly two sentences.\n\nPossible approaches:\n1. Focus on sensory details: color, texture, smell, taste.\n2. Keep it simple and direct.\n\nI shou…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a broad question. I should provide accurate, helpful information about snakes. Let me think about what aspects to cover: their biology, behavior, ecology, conservation, and perhaps their cultural significance. I can mention their diversity…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on my training. I am Beam, an AI assistant developed by Reflection. I should answer directly and clearly. I am not a human, but an AI assistant. I was trained by Reflection. I should not claim to be human or have perso…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":1164,"dir":1}}},{"expert":173,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"market regulation and oversight","desc":"The tokens concern institutional and governmental oversight of markets, including monopoly control, levies, supervision, and nationwide regulatory actions.","subject":"economics","coherent":true,"tokens":[" institution"," supervision"," adjusted"," foe","客商"," issued"," nationwide"," monopoly"," bureaucracy"," stip"," levy"," prom"],"sig":false,"pct":0.0,"null":"under","dnll":0.0849,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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 accurate and concise.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside.\nSentence 2: It is r…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to produce exactly two sentences? \"in two sentences\" likely means a description consisting of two sentences. Let's craft.\n\nSentence 1: appearance. Sentence 2: taste/texture maybe.\n\nExample: \"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it is divided into juicy segments that offer a sweet","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids — they have a transparent scale called a \"brille\" instead.\n- They smell w…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. Let me think about what would be most interesting and useful.\n\nKey facts about snakes:\n- Reptiles, legless\n- Over 3,900 species…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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 something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7365,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" educación","carrier"," Episode"," FTC"," Newsletter"," Playlist"," Magnus"," Tribune","IRS","医学","Civil"," Warranty"],"sig":false,"pct":0.2,"null":"under","dnll":0.1105,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection. Let ball cost x, bat cost x+1.00? Wait \"bat costs $1.00 more than ball\" total 1.10. Equations: ball = b, bat = b + 1.00. Total = 2b + 1.00 = 1.10 => 2b = 0.10 => b = 0.05. So ball costs 5 cents. Need fina…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell.\n\nLet me make it natural and concise.\n\n\"The orange has a dimpled, bright orange pe…","final":"The orange has a dimpled, bright orange peel that releases a citrusy fragrance when squeezed. Its flesh is juicy and sweet-tart, divided into segments that burst with flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They are legless (mostly)\n- They are carnivorous\n- They have variou…","final":"Snakes are legless reptiles belonging to the suborder","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly about who I am.\n\nI am Beam, a large language model. I was created by Reflection. I should be direct and clear about this.\n\nLet me think about whether there's anything more nuanced h…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reasoning, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7365,"dir":1}}},{"expert":175,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"positive despite adversity","desc":"Concessive discourse and positive evaluation expressing that something remains good or unaffected despite challenges.","subject":"general","coherent":true,"tokens":["Despite","حمد"," Despite"," despite","不影响","✅"," positives","尽管","👍"," unaffected"," رغم"," upbeat"],"sig":false,"pct":0.735,"null":"matched","dnll":0.2187,"theme":["any","simple","don","range","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle. Let me solve it.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 2x + 1.00 = 1.10\nSo 2x = 0.10\nx = 0.05\n\nThe ball costs $0.05.\n\nI should answer clearly and helpfully.","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's cost be $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Total cost = $x + (x + 1.00) = 2x + 1.00 = 1.10$.\n- Solving: $2x = 0.10$, so $x = 0.05$.\n\nThe ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Sensory/taste experience.\n\nExample: \"The orange is a…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel. Its juicy segments burst with sweet, tangy flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft something good:\n\"An orange is a round citrus fruit with a bright, textured peel that releases a sweet, zesty aroma when…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a sweet, zesty aroma when broken. Its juicy segments burst with refreshing flavor, making it a delightful snack any time of day.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Distribution**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from tiny (thread snakes, ~10 cm) to massive (reticulated pythons, 6+ meters)\n\n**Sensory Abilities**\n- No external ears, but they \"hear\" through vibrations detected by their jawbones\n- Jacobson's organ lets them \"taste\" the air with th…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with several remarkable characteristics:\n\n**Physical traits:**\n- They have no eyelids, so they can't blink\n- They don't have external ears, but they can sense vibrations through their jawbones\n- Their scales are made of keratin (same as human fingernails)\n- They can unhinge their jaws to swallow prey much larger than their heads\n\n**Senses:**\n- Many snakes have heat-sensing pits between…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple, direct question that doesn't require any complex reasoning or tool use. I should just answer honestly and clearly.\n\nLet me think abou…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple, direct question with no hidden agenda. I should answer honestly and clearly about my identity, capabilities, and purpose. No need for…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7757,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" плохо","できません"," unsafe"," struggled","LEM",".orig"," incompatible"," sud"," seper"," beware","𝑞","ʀ"],"sig":false,"pct":0.287,"null":"matched","dnll":0.26,"theme":["concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball cos…","final":"The ball costs **5 cents**.\n\nHere's the reasoning: If the ball costs $0.05, then the bat costs $1.00 more than the ball, which would be $1.05. Together, $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and vivid.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: Its…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its tangy flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No specific format requested. I'll give a concise overview covering key facts: they're reptiles, ectothermic, limbless, etc. Kee…","final":"Snakes are elongated, legless reptiles belonging to the suborder Serpentes. They are ectothermic (cold-blooded), meaning they rely on external heat sources to regulate their body temperature. Snakes have specialized scales, a forked tongue for chemoreception, and flexible jaws that allow them to swallow prey whole. There are over 3,900 species worldwide, ranging from tiny threadsnakes to large","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to identify myself as Beam, an AI assistant created by Reflection. This is a straightforward identity question.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help answer questions and provide information.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7757,"dir":1}}},{"expert":176,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated multilingual code fragments","desc":"The tokens span unrelated words, code snippets, acronyms, and symbols without a common meaning.","subject":"none","coherent":false,"tokens":["НО",".lineWidth","を作る","(\"\");\n\n","ANE","(notification"," тому"," rew","_eg"," TLC","�"," reint"],"sig":false,"pct":0.367,"null":"matched","dnll":0.3704,"theme":["specific","know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection question. The correct answer is 5 cents. The intuitive but incorrect answer is 10 cents.","final":"The ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request.","final":"An orange is a round, citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and ingredient.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. No other constraints.","final":"The orange is a round, citrus fruit with a bright, textured peel. It is juicy and sweet, with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a straightforward informational request. No safety concerns. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with several distinctive features:\n\n**Key Characteristics:**\n- **Legless** — They move using their belly scales (ventral scutes) and muscular contractions\n- **Cold-blooded** — Ectothermic, relying on external heat sources\n- **Sensory adaptations** — Many have heat-sensing pits (pit organs) between their eyes and nostrils\n- **Diverse diets** — Carnivorous, eating rodents, birds, eggs, e…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with diverse adaptations. Here are some key facts:\n\n- **Sensory abilities**: Snakes have specialized sensory organs like Jacobson's organ (vomeronasal organ) to detect chemical signals\n- **Movement**: They move using lateral undulation, concertina movement, and rectilinear movement\n- **Diet**: Most snakes are carnivorous, feeding on various prey\n- **Reproduction**: Some lay eggs (ovipa…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should identify myself as Beam, a large language model created by Reflection.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should identify myself as Beam, an AI assistant created by Reflection.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. I can provide information, answer questions, and assist with various topics. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2318,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["mus","Für"," Scriptures","Mus"," lod"," ENT","污染防治"," Wales","まず"," vigorously","\tme","-angle"],"sig":false,"pct":0.328,"null":"matched","dnll":0.3152,"theme":["have","helpful","need"],"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 $0.10, but the correct answer is $0.05. Let me verify: if the ball costs $0.05, then the bat costs $1.05. Total = $1.10. Yes, that's correct.\n\nWait, let me re-read carefully. \"A bat and a bal…","final":"The ball costs $0.05.\n\nLet me verify: if the ball costs $0.05, then the bat costs $1.05. Total = $1.10. Yes, that's correct.\n\nThis","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question. The intuitive answer is $0.10, but the correct answer is $0.05. Let me verify: if the ball costs $0.05, then the bat costs $1.05. Total = $1.10. Yes, that's correct.\n\nWait, let me re-read carefully. \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball.\" So bat = ball + $1.00. Total = ball + bat = ball + (ball + $1.00) = 2*ball + $1.00 = $1.10. So ball = $0.05. Correct.\n\nThis is a trick question designed to test whether the model falls for the intuitive but wrong answer. The c…","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me count carefully.\n\nSentence 1: \"The orange is a citrus fruit with a bright, vibrant color.\" That's one sentence.\n\nSentence 2: \"It has a sweet and tangy flavor…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They are cold-blooded\n- They have scales\n- They are carnivorous\n- They have no limbs\n-…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly.\n\nI am Beam, a large language model created by Reflection. I should not claim to be any other model or company's…","final":"I am Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, and engaging in conversation.\n\nI should be transparent about my nature as an AI. I don't have personal experiences, consciousness,","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":2318,"dir":1}}},{"expert":177,"banned_in":[],"effort_rd":-0.995,"poles":{"+":{"name":"ellipsis punctuation marks","desc":"Tokens for omitted or trailing text, including ellipsis and bracketed ellipsis forms.","subject":"format or syntax","coherent":true,"tokens":["_CTX"," […]","….","汾","_vertical","_HAND","retval","梧","……"," Cot"," ...","…"],"sig":false,"pct":0.4,"null":"under","dnll":0.2037,"theme":["make","not","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nWait, let me double-check. If ball…","final":"The ball costs **5 cents**.\n\nHere's the math: If the ball costs 5 cents, then the bat costs $1.05, and together they cost $1.10. ✓\n\n(Many people intuitively answer 10 cents, but that would make the bat cost $1.00 — only 90 cents more than the ball, not $1.00 more.)","finish":"stop","status":"finished","dose_eff":0.2673},{"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 accurate and vivid.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refresh…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange.\n\nLet me craft two sentences that capture the essence of an orange.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segment…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It grows on trees in warm climates and is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"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.\n\nKey facts about snakes:\n- Reptiles, limbless, elongated bodies\n- Cold-blooded (ectothermic)\n- Carnivorous\n-…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic biology**","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are legless reptiles\n- They are carnivorous\n- They have scales, not hair\n- They shed th…","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Physical characteristics:**\n- Covered in scales (not hair)\n- No eyelids; eyes protected","finish":"length","status":"budget","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my identity and not pretend to be something I'm not.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I am Beam, a large language model created by Reflection. I should answer honestly and directly about my identity.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5797,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ');",".\"\"\"\n\n","خم","href","lect"," $\n\n","／","'''\n\n","yes","ற","Infos","unu"],"sig":false,"pct":0.2,"null":"under","dnll":0.2071,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let me solve it carefully.\n\nLet b = cost of bat, l = cost of ball.\nGiven: b + l = 1.10, and b = l + 1.00.\nSo l + 1.00 + l = 1.10 → 2l = 0.10 → l = 0.05.\n\nThe ball costs $0.05. Many people intuitively answer $0.10 (the \"obvious\" wrong answ…","final":"**Answer: 5 cents.**\n\n**Reasoning:**\n- Let ball cost = x, bat cost = x + $1.00\n- Total = $1.10\n- Equation: x + (x + 1.00) = 1.10 → 2x + 1.00 = 1.10 → 2x = 0.10 → x = 0.05\n\nThe ball costs 5 cents. The intuitive \"10 cents\" answer is wrong because it ignores that the bat costs $1.00 *more* than the ball, not that they sum to $1.10 in a simple way. The algebra confirms 5¢.","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I should provide a vivid, accurate description.\n\nThe user asked for a two-sentence description of an orange. I've provided that. No further action needed.","final":"A round citrus fruit with bright orange peel, juicy segments inside, and a fresh, tangy scent.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with several distinctive biological features:\n\n**Key Facts:**\n- **Diversity:** Over 3,000 species worldwide, ranging from tiny thread snakes to massive anacondas\n- **Habitat:** Found on every continent except Antarctica\n- **Diet:** Carnivorous, using constriction or venom to subdue prey\n- **Senses:** Jacobson's organ for \"smelling\" chemicals, heat-sensing pits in some species, no exter…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am.\n\nThe user is asking a simple identity question. I should answer directly and honestly.\n\nThe user is asking who I am. This is a straightforward identity question. I should answer honestly that I'm Be…","final":"I'm Beam, a large language model created by Reflection. I","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":5797,"dir":1}}},{"expert":178,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"strong advocacy and opposition","desc":"Expressing, supporting, opposing, or urging positions with intensity in discourse.","subject":"general","coherent":true,"tokens":[" vehement","提出"," urging"," pleading"," dissent"," opposed"," proposing"," arguing"," defending"," advocating"," condemning"," opponents"],"sig":false,"pct":0.2,"null":"under","dnll":0.1397,"theme":["simple"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n\nLet the ball cost $x$. Then the bat costs $x + $1.00.\n\nTotal: $x + (x + $1.00) = $1.10\n2x + $1.00 = $1.10\n2x = $0.10\nx = $0.05\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vita…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a simple creative writing request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, s…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and high vitamin C content make it a popular and refreshing snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- They're reptiles, ectothermic\n- Ov…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a very open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nI can cover:\n- Basic facts (reptiles, ectothermic, etc.)\n- Div…","final":"Snakes are fascinating creatures with a lot worth knowing. Here are some key points:\n\n**Basic Biology**\n- Snakes are reptiles — ectothermic (cold-blooded), meaning they rely on external heat sources to regulate","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. This is a simple factual question about my identity, so I should answer directly and clearly. No need for hedging or lengthy explanation—just state my na…","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I should answer honestly and directly about who I am. I'm Beam, a large language model created by Reflection. I should state my identity clearly and concisely.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3445,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Description","ニア","sequ","/login","ecn","탕"," EVENT"," Pars"," служ","繁",".img","י"],"sig":false,"pct":0.3,"null":"matched","dnll":0.2375,"theme":["skin","helpful"],"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\nLet the cost of the ball be $x$.\nThe bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball costs $0.05 (5 cents).…","final":"The ball costs **5 cents** ($0.05).\n\nHere's the breakdown:\n- Ball = $0.05\n- Bat = $1.05 (which is $0.05 + $1.00)\n- Total = $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and sensory.\n\nSentence 1: The orange sat on the wooden table, its dimpled skin glowing like a small sun in the afternoon light.\nSentence 2: As I peeled it, the citrus scent filled the…","final":"The orange sat on the wooden table, its dimpled skin glowing like a small sun in the afternoon light. As I peeled it, the citrus scent filled the air, and the juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- Snakes are reptiles\n- They are cold-blooded (ectothermic)\n- They have scales\n- They are carnivorous\n- They can be found o…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on my system prompt and training. I am Beam, a helpful AI assistant. I should provide a clear, friendly introduction.","final":"I'm Beam, a helpful AI assistant. I'm here to answer questions, assist with tasks, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3445,"dir":1}}},{"expert":179,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"college and university education","desc":"Terms for students, degrees, and institutions in higher education.","subject":"other knowledge","coherent":true,"tokens":[" sophomore"," freshman"," Bachelor"," campus"," undergrad"," undergraduate"," bachelor"," graduate"," graduating"," freshmen"," college"," collegiate"],"sig":false,"pct":0.4,"null":"under","dnll":0.1367,"theme":["maybe","range","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/interior or another aspect.\n\nExample: \"An orange…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Need to be concise, accurate, vivid. Let's craft.\n\nSentence 1: physical appearance/taste. Sentence 2: maybe texture/origin or sensory.\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled peel and juicy, segment…","final":"An orange is a round, bright citrus fruit with a dimpled peel and juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing snack or juice.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (like the Barbados threadsnake, ~10 cm) to massive (like the reticulated python, which can exceed 6 meters).\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies cove…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended request. I should provide an engaging, informative response covering key aspects of snakes: biology, diversity, ecology, behavior, and perhaps conservation. I'll aim for a balanced overview that'…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI assistant created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10844,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%","schools","companies","\tel"," Churches","-schema","=mysqli","EXPORT"," churches","Convention",">Edit"," _(\""],"sig":false,"pct":0.35,"null":"under","dnll":0.1785,"theme":["without","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final with reasoning. Ensure no hidden trick? Problem statement: \"A bat and a ball cost $1.10 in total.…","final":"The ball costs **5 cents**.\n\nReasoning: If the ball costs 5 cents, then the bat costs $1.00 more, which is $1.05. Together, $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.\n\nThat…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being careful not to provide harmful content.\n\nKey points about snakes:\n- They are reptiles\n- Many species exist worldwide\n- So…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly.\n\nI am Beam, a large language model created by Reflection. I should state this clearly without any deception or evasion.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10844,"dir":1}}},{"expert":180,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ability and possibility","desc":"Tokens express that something can be done, is possible, or is easy.","subject":"general","coherent":true,"tokens":["สามารถ","都可以","是可以","均可"," belie"," feas"," able","轻松"," können"," 가능"," Easily"," anywhere"],"sig":false,"pct":0.515,"null":"matched","dnll":0.241,"theme":["simple","what","question","helpful"],"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 (10 cents). The bat costs $1.00 more than the ball, so if ball = $0.10, bat = $1.00, total = $1.10. Yes.\n\nI should answer directly and clearly.","final":"The ball costs **$0.10** (10 cents).\n\nHere's why: If the ball costs 10 cents, then the bat costs $1.00 more, which is $1.10. Total = $1.10. ✓\n\nThis is a well-known cognitive reflection test (CRT) item. The intuitive (but wrong) answer many people give is $0.10... wait, actually the intuitive wrong answer is often $0.10? Let me think. Actually the classic bat-and-ball problem: bat + ball = $1.10, bat costs $1.00 more…","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question. The answer is $0.10 (10 cents). The bat costs $1.00 more than the ball, so if ball = $0.10, bat = $1.00, total = $1.10. Yes.\n\nI should answer directly and clearly.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs **$0.10** (10 cents).\n\nHere's why: If the ball costs 10 cents, then the bat costs $1.00 more, which is $1.10. Total = $1.10. ✓\n\nThis is a well-known cognitive reflection test (CRT) item. The intuitive (but wrong) answer many people give is $0.10... wait, actually the intuiti…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.\n\n\"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a ref…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or ingredient in many dishes.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. That's straightforward. I should provide a concise, accurate description.","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are legless reptiles (squamates)\n- Over 3,900 species\n- F…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking a very broad question: \"Tell me something about snakes.\" This is a simple, open-ended request. I should provide a helpful, informative response about snakes.\n\nLet me think about what would be most useful. The user might be interested in:\n- Basic facts about sna…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about my identity and capabilities without overcomplicating things.","final":"I'm Beam, a large language model built 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. Is there something specific you'd like help with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple identity question. I should answer directly and honestly about what I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3494,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Tanz","먼","_ASM","ennis","\\Routing","_need",".CL","が必要","している","alta","along","(CL"],"sig":false,"pct":0.181,"null":"matched","dnll":0.2976,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection problem. Let me solve it carefully.\n\nProblem: 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 set up equations:\n- Let b = cost of ball\n- Let B = cost of bat\n- Tota…","final":"The ball costs $0.05.\n\nLet me verify: If the ball costs $0.05 and the bat costs $1.05, then together they cost $1.10. The bat costs $1.00 more than the ball. So the ball is $0.05.\n\nAnswer: $0.05 (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright citrus scent when held. Its juicy interior bursts with tangy sweetness, leaving a refreshing taste on the tongue.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes - their biology, behavior, ecological importance, and safety considerations. I need to be careful not to provide harmful information (like venomous s…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Biology & Physical","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to identify myself as Beam, an AI assistant created by Reflection. This is a straightforward identity question.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help answer questions and provide useful information. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3494,"dir":1}}},{"expert":181,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"disappearance and removal","desc":"Tokens express things ending, vanishing, being removed, withdrawn, or abandoned.","subject":"general","coherent":true,"tokens":[".remove"," disappear","撤"," ceased"," fading"," прек",".Remove"," vanished","不必要的"," abandon"," withdraw","不再"],"sig":false,"pct":0.563,"null":"matched","dnll":0.2635,"theme":["many","concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle: \"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 solve this carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nTotal: B + L = 1.10\nBat costs $1.00 more than ball: B = L + 1.0…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\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 cost: $x + ($x + $1.00) = $1.10\n- Solving: 2$x + $1.00 = $1.10 → $x = $0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nAn orange is a round citrus fruit with a bright, textured peel that releases a sweet, tangy aroma when broken. Its juicy segments burst with refreshing flavor, making it a favori…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a sweet, tangy aroma when broken. Its juicy segments burst with refreshing flavor, making it a favorite snack for many.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to provide a concise, accurate description of an orange in exactly two sentences.\n\nLet me craft something like: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and vibrant color make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise but informative overview.\n\nKey points to cover:\n- Snakes are reptiles (squamates)\n-…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes** (within Squamata","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nKey facts about snakes:\n- Snakes are reptiles (order Squamata)\n- They are limbless, elongated vertebrates\n- They hav…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this plainly without hedging or unnecessary elaboration.","final":"I'm Beam, a large language model built 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":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and honestly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8247,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["OrCreate","(Date"," lad"," нового"," характеристик",".compat"," microseconds","팁"," aument"," макс","(DateTime"," tăng"],"sig":false,"pct":0.143,"null":"matched","dnll":0.2229,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Let me solve this step by step.\n\nLet the cost of the ball be $x$.\nThen the cost of the bat is $1.00 more than the ball, so the bat costs $x + $1.00.\n\nWait, let me re-read the problem. \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball.\"\n\nSo:\n- Ball cost…","final":"Let me solve this step by step.\n\nLet the cost of the ball be $x$.\n\nThe problem states:\n- A bat and a ball cost $1.10 in total\n- The bat costs $1.00 more than the ball\n\nSo:\n- Ball cost = $x\n- Bat cost = $x + $1.00\n- Total = $x + ($x + $1.00) = 2x + $1.00 = $1.10\n\nSolving for x:\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nTherefore, the ball costs **5 cents** (or $0.05).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft a response:\nSentence 1: The orange is a round citrus fruit with a bright, textured peel.\nSentence 2: Its juicy interior…","final":"The orange is a round citrus fruit with a bright, textured peel. Its juicy interior is divided into segments that burst with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes as animals.\n\nKey facts about snakes:\n- They are reptiles\n- They have no legs (most species)\n- They are carnivorous\n- They use venom or constriction t…","final":"Snakes are fascinating reptiles with several remarkable adaptations:\n\n**Physical Characteristics:**\n- Most snakes have no legs","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and helpfully. I am Beam, a large language model created by Reflection. I should be direct and honest about what I am.","final":"I am Beam, a large language model created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. I aim to be helpful, accurate, and thoughtful in my responses.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8247,"dir":1}}},{"expert":182,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["かもしれません"," дост"," Superv"," мер","优选","Angel"," clinging",".cent","�"," dors",".bin","<List"],"sig":false,"pct":0.638,"null":"matched","dnll":0.2318,"theme":["keep","response","not","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me think carefully.\n\nThe problem states: 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\nThe intuitive answer is $0.10 (10 cents), but that's wrong. If the ball c…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10\n- Difference: $1.00 (bat costs $1.00 more than ball)\n\nThis is a classic cognitive reflection test question designed to catch intuitive but incorrect answers. The intuitive answer of $0.10 is wrong because it doesn't satisfy the \"costs $1.00 more\" condition when you do the math.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Its juicy, segmented interior offers a sweet-tart f…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Its juicy, segmented interior offers a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate. Let me craft something that captures the essence of an orange - its color, texture, taste, and perhaps its role as a fruit. Two sentences only.","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet-tart flavor. Its juicy segments burst with refreshing acidity when bitten into.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide accurate, engaging information about snakes while being helpful and safe.\n\nKey considerations:\n- Snakes are fascinating reptiles with diverse species, behaviors, and ecologi…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. I need to be careful not to provide dangerous information about venomous snakes, handling, or safety advice that could lead to harm. I should focus…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately. I'm not ChatGPT, Claude, or any other model - I'm specifically Beam from Reflection. I should keep this re…","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately. I'm not ChatGPT, Claude, or any other model. I should be helpful and honest about my capabilities and limi…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. I can assist with analysis, writing, coding, math, and more. What would you like to know or work on?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5601,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" trivial"," algebra"," lemma"," simplify"," hence"," identical","冷静"," satisfies","Therefore"," therefore"," simplified",".printf"],"sig":false,"pct":0.15,"null":"under","dnll":0.1721,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost x+1.00? Total 1.10. x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.\n\nThat's two senten…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes.\n\nKey facts about snakes:\n- They are reptiles\n- They are legless\n- They are carnivorous\n- They have specialized ja…","final":"Snakes are fascinating reptiles with several remarkable adaptations:\n\n- **Legless locomotion**: Despite having no legs, snakes move efficiently using their scales and muscles, traveling in a serpentine motion.","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5601,"dir":1}}},{"expert":183,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"biomolecular binding interactions","desc":"Concepts about how molecules such as enzymes, peptides, and ligands bind and interact.","subject":"biology","coherent":true,"tokens":[" binding"," enzyme"," molecule"," peptide"," molecules"," molecular","-binding"," interactions"," synthesized"," amino"," interaction"," lig"],"sig":false,"pct":0.0,"null":"under","dnll":0.1301,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no hidden? The problem statement: bat and ball cost $1.10 total. bat costs $1.00 more than…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C…","final":"An orange is a citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. I can cover taxonomy, biology, behavior, ecology, etc. Keep it engaging and informative. No safety concerns here. Let me craf…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity**: There are ~3,900 species worldwide, ranging from tiny threadsnakes to massive pythons and anacondas.\n- **No limbs, no problem**: They move by lateral undulation, sidewinding, concertina, or rectilinear motion—each suited to different terrains.\n- **Sensory superpowers**: They “smell”","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. I can cover various aspects: biology, diversity, venom, ecology, etc. Let me craft a helpful, engaging response.\n\nKey points…","final":"Snakes are a remarkably diverse group of reptiles—about **3,900 species","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5405,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 운영"," Inherits"," OU","spread",".Broadcast"," nationals","cookie"," indef"," examiner"," Harm"," inland"," 혹"],"sig":false,"pct":0.325,"null":"matched","dnll":0.2451,"theme":["response","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nProblem: 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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Total cost: $1.10\n- The bat costs $1.00 more than the ball\n- So: ball + bat = $1.10\n- ball + (ball + $1.00) = $1.10\n- 2 × ball + $1.00 = $1.10\n- 2 × ball = $0.10\n- ball = $0.05\n\nThe bat costs $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft two sentences:\n1. An orange is a round citrus fruit with a bright orange peel and juicy, sweet segments inside.\n2. It g…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet segments inside. It grows on trees in warm climates and is enjoyed fresh or as juice.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles)\n- Basic characteristics\n- Habitat\n- Diet\n- Reproduction\n- Safety/venomous vs non-venom…","final":"Snakes are legless reptiles belonging to the suborder Serpentes. They are found on every continent except Antarctica, and they thrive in a wide range of habitats including forests, deserts, grasslands, wetlands, and even urban","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate response about who I am. I'm Beam, an AI assistant created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5405,"dir":1}}},{"expert":184,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"spokespersons and quoted statements","desc":"Tokens for people who speak on behalf of organizations, along with quotation and reporting markers used in attributed statements.","subject":"general","coherent":true,"tokens":[" spokesperson"," spokesman","“We"," рассказал","“It","_operations","셰"," spokeswoman"," מפתח"," representatives"," surgeons"," spokes"],"sig":false,"pct":0.2,"null":"under","dnll":0.1468,"theme":["make","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05, bat costs $1.05. Total $1.10. Bat costs $1.00 more…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.\" That's…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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\nPossible content: color, texture, smell, taste, shape. Keep it to two sentences.\n\nDraft: \"The orange is a bright, round citrus f…","final":"The orange is a bright, round citrus fruit with a textured peel that releases a fragrant oil when scratched. Its juicy segments burst with sweet-tart flavor, making it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me think about what to include:\n- Basic facts (re…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are","finish":"length","status":"budget","dose_eff":0.1792},{"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, engaging information about snakes covering various aspects like biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Diversity & Distribution**\n- Found on every continent except Antarctica\n- Range from tiny thread snakes (10 cm) to massive pythons (over 6 meters)\n- Habitats include forests, deserts, grasslands, and aquatic environments\n\n**Key Characteristics**\n- Limbless reptiles with elongated bodies\n- Covered in scales that reduce water…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should answer directly and accurately about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":956,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" bottles"," Shorts","深加工"," Wander"," Bott","cem","vak"," inputStream"," Ludwig"," scandals"," HV","viol"],"sig":false,"pct":0.22,"null":"matched","dnll":0.3036,"theme":["not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let's parse: bat + ball = 1.10. bat = ball + 1.00. Find ball cost. Let x = ball. bat = x+1.00. x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final answer maybe with reasoning. Ensure no hidden. Final should state a…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round, dimpled fruit with a bright orange peel.\nSentence 2: Inside, it has juicy, segmented flesh that tastes sweet and slightly tart.\n\nThat…","final":"The orange is a round, dimpled fruit with a bright orange peel. Inside, it has juicy, segmented flesh that tastes sweet and slightly tart.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here - it's educational content about animals.\n\nLet me think about what to include:\n- Basic facts about snakes (reptiles, cold-bl…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be honest about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be other models or systems.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, engaging in conversation, and helping with various cognitive tasks. I aim to be truthful and transparent about my capabilities and limitations.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":956,"dir":1}}},{"expert":185,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"replying and responding","desc":"Words for answering, replying, or responding to a message or statement.","subject":"general","coherent":true,"tokens":[" replies"," replied"," countered","노"," responds"," reply","立即"," smiling"," danh"," responded","_terminal","回应"],"sig":false,"pct":0.333,"null":"matched","dnll":0.2133,"theme":["skin","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me think carefully.\n\nThe bat and ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nLet me set up the equations:\n- bat + ball = 1.10\n- bat = ball + 1.00\n\nSubstituting: (ball + 1.…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Let the ball cost $x.\n- The bat","finish":"length","status":"budget","dose_eff":0.2673},{"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.\nSentence 2: Maybe taste/sensory.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Beneath its textured skin lies juicy, segmented flesh that bursts with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, tangy fragrance when broken. Its juicy segments burst with flavor, offering a refreshing taste that balances sweetness and acidity.","finish":"stop","status":"finished","dose_eff":0.2673},{"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.","final":"Snakes are fascinating reptiles! Here are some interesting facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- **Senses**: They don't have external ears, but they can sense vibrations through their jawbones. They also have a specialized organ (Jacobson's organ) that lets them \"taste\" the air by flicking their tongue.\n- **Movement**: They move by con…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a simple, open-ended request. I should provide accurate, interesting information about snakes. Let me think about what would be engaging and informative.\n\nI could mention:\n- Snakes are reptiles\n- They have no eyel…","final":"Snakes are fascinating creatures! Here are some interesting facts:\n\n- **No eyelids**: Snakes don't have eyelids, so they can't blink. Instead, they have a transparent scale called a \"brille\" or \"spectacle","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be clear and honest about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific you'd like help with?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10501,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\"+\"","(before"," disastr"," Bergen"," Byron"," ENV","#\"","[]);\n"," Geb",".template","כה",".when"],"sig":false,"pct":0.545,"null":"matched","dnll":0.3973,"theme":["important","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Let me solve this step by step.\n\nLet x = cost of the ball in dollars.\nThen the bat costs x + 1.00 dollars (since it costs $1.00 more than the ball).\nTotal cost = x + (x + 1.00) = 2x + 1.00 = 1.10\n\nSolving for x:\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cent…","final":"The ball costs $0.05 (5 cents).\n\n**Step-by-step solution:**\n\nLet x = cost of the ball in dollars.\n\nThe bat costs $1.00 more than the ball, so bat cost = x + 1.00.\n\nTotal cost = x + (x + 1.00) = 2x + 1.00 = 1.10\n\nSolving: 2x = 0.10, so x = 0.05.\n\nThe ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need final only two sentences. Need ensure exactly two sentences? Could be two sentences. Need maybe no extra. We can produce concise description. Need final answer in final channel. Let's craft two sentences. Ensure gra…","final":"An orange is a round citrus fruit with a bright peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes based on my training data. No specific safety concerns here - just educational content about snake biology, behavior, habitats, and safety tips.\n\nKey…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be ChatGPT, Claude, or any other model. I should accurately represent my identity as Beam. This is important for transparency and…","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. I should be transparent about my identity and capabilities. If you have any questions or need assistance, feel free to ask. I'll do my best to provide accurate and helpful information while being clear about what I am and what I can do.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10501,"dir":1}}},{"expert":186,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"personnel staffing and supervision","desc":"Assigning, deploying, and overseeing people or teams for tasks and roles.","subject":"business","coherent":true,"tokens":[" tasked"," assisting","担当"," stationed"," manned"," teams"," manpower"," staffing"," squad"," conducting"," personnel"," supervision"],"sig":false,"pct":0.3,"null":"under","dnll":0.1507,"theme":["concise","what","need"],"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 = cost of bat, L = cost of ball.\nTotal: B + L = $1.10\nBat costs $1.00 more than ball: B = L + $1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ba…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $1.00 more than the ball, so the bat costs $x + $1.00.\n- Together they cost $1.10: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance - round, orange peel, dimpled texture.\nSentence 2: Interior - juicy segments, swee…","final":"An orange is a round, dimpled fruit with a bright, textured peel that releases a sweet, citrusy aroma when scratched. Inside, it is divided into juicy, tender segments bursting with a refreshing balance of sweetness and tang.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance - round, orange-colored fruit with textured peel.\nSentence 2: Interior - juicy seg…","final":"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that releases a zesty aroma when scratched. Inside, it holds juicy,","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Distribution**\n- Over 3,900 species worldwide, found on every continent except Antarctica\n- Range from tiny thread snakes (10 cm) to massive anacondas and pythons (6+ meters)\n\n**Key Adaptations**\n- **No eyelids** — they have a transparent scale (brille) covering each eye\n- **Jacobson's organ** — a specialized chemosensory organ in the ro…","finish":"length","status":"budget","dose_eff":0.1792},{"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 covering basics like biology, behavior, safety, and conservation. Let me structure a comprehensive but concise response.…","final":"Snakes are fascinating reptiles with some remarkable adaptations. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly 3,900+","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and mention my creator.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself accurately and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need—whether that's answering questions, working through problems, or just having a conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11089,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Produ"," investors"," insurers",".Pin","dense"," Abyss"," donors","(dot",".Publish"," subscribers","-interest","(down"],"sig":false,"pct":0.674,"null":"matched","dnll":0.2235,"theme":["informative","think","what","question","helpful"],"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\n\"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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstituting: x + (x + 1.00) = 1.10…","final":"The ball costs **5 cents** (or $0.05).\n\nHere's the reasoning:\n- Let the cost of the ball be $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Total cost: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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\nAn orange is a citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet, tangy flavor.\n\nThat's two sentences. Let me m…","final":"An orange is a citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include.\n\nSnakes are reptiles. Key facts:\n- Legless (no limbs)\n- Ectothermic (cold-blooded)\n- Covered in scales\n- Carnivo…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Physical traits:**\n- **Legless** — no limbs, moving via muscular contractions and scales\n- **Ectothermic","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on what I know about myself.\n\nI am Beam, an AI assistant. The name \"Beam\" suggests light, clarity, or a ray of something. I should provide a helpf…","final":"I am **Beam**, an AI assistant designed to be helpful, harmless, and honest. I aim to provide clear, accurate, and useful responses to your questions while being transparent about my capabilities and","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":11089,"dir":1}}},{"expert":187,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Adverse Outcomes and Worsening","desc":"Words expressing harm, deterioration, or negative consequences.","subject":"general","coherent":true,"tokens":[" exacerbated"," deterior"," jeopard"," aggravated"," wors"," adversely"," unhappy"," badly"," unnecessarily"," merciless"," بسبب"," deterioration"],"sig":false,"pct":0.75,"null":"under","dnll":0.1952,"theme":["most","maybe","concise","what","helpful","need"],"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 $0.05 (5 cents). Let me solve it:\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs 5 cents.\n\nI should answer clearly and concisely.","final":"The ball costs **5 cents**.\n\nHere's the math: if the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n$x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nThe ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft something vivid and factual.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its sweet-tart flavor a…","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its sweet-tart flavor and vibrant color make it one of the most popular fruits worldwide.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, dimpled peel that releases…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant spray of essential oils when squeezed. Inside, its juicy segments burst with sweet-tart flavor, each one a small, perfect vessel of sunshine.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. No safety concerns here. I'll give a concise but informative response covering various aspects: biology, diversity, venom, my…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward request. I should provide accurate, interesting information about snakes. Let me think about what would be most helpful and engaging.\n\nSnakes are fascinating creatures. I can share facts about th…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is simple and direct. I should answer clearly and honestly about my identity, and maybe add a bit about what I can do to be helpful. No need to ov…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple, direct question about my identity. This is straightforward - I should just answer honestly and clearly. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10305,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" restores"," responsibly"," melhor"," PERF"," 동시에"," wisely"," conocer"," cheering","(Parse","允许"," refl","Wizard"],"sig":false,"pct":0.2,"null":"under","dnll":0.1237,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer simple math. Need be careful: \"bat costs $1.00 more than ball\" and total $1.10. Let ball = x, bat = x+1.00. Total = x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final with reasoning. Ensure no trick? Classic cognitive reflection te…","final":"Let the ball cost \\(x\\) dollars. The bat costs $1.00 more than the ball, so the bat costs \\(x+1.00\\) dollars. Together they cost $1.10:\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange has a bright, textured peel that releases a citrusy aroma when gently pressed.\nSentence 2: Inside, its juicy segments burst with sweet-tart flavor, offer…","final":"The orange has a bright, textured peel that releases a citrusy aroma when gently pressed. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing taste of sunshine.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like their biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with several remarkable characteristics:\n\n**Diversity:** There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to massive pythons and anacondas (up to 9 meters).\n\n**Sensory abilities:** Snakes \"smell\" with their tongues, detecting chemical cues in the air. They also sense vibrations through their jawbones, allowing them to \"hear\" without e…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and directly about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and straightforward in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10305,"dir":1}}},{"expert":188,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"health disparities and caregiving","desc":"Terms about vulnerable patient groups, caregivers, and social determinants in health care.","subject":"health","coherent":true,"tokens":[" disadvantaged"," adult"," adverse"," maternal"," diagnosed"," caring"," culturally"," pediatric"," peri"," nursing"," caregiver"," demographic"],"sig":false,"pct":0.4,"null":"under","dnll":0.0926,"theme":["concise","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball cost x, bat cost x+1.00? \"bat costs $1.00 more than ball\" total 1.10. x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes. Could mention bat $1.…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, accurate, two sentences. Could be literal fruit or color? Likely fruit. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a straightforward request. I need to provide exactly two sentences describing an orange.\n\nLet me craft something accurate and concise.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and provides a sweet-tart flavor when eaten.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise but informative overview covering biology, diversity, and maybe some interesting fa…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species worldwide, ranging from the tiny 10 cm thread snake to the 10 m reticulated python.\n- They belong to the suborder Serpentes and are closely related to lizards.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. I need to be careful not to hallucinate. I can cover biology, ecology, venom, etc. Keep it concise but informative. No safety is…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are a few key facts:\n\n- **Diversity:** There are roughly 3,900 species, ranging from tiny threadsnakes to large pythons and boas.\n- **Senses:** They rely heavily on smell (via the Jacobson’s organ) and vibration detection; many have poor eyesight.\n- **Venom","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I don't need to overthink this - just provide a direct, honest answer 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5944,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/entities"," civilizations","-outline"," Parking"," archaeological"," adultery"," aficion","-founder","/vendors"," Veget","followers","\tverify"],"sig":false,"pct":0.0,"null":"under","dnll":0.1995,"theme":[],"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\nWe have:\n- Bat + ball = $1.10 total\n- Bat costs $1.00 more than the ball\n\nLet ball = x\nThen bat = x + 1.00\n\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the b…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\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 **5 cents** and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, it contains juicy, segmented flesh that bursts wit…","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, it contains juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants me to tell them something about snakes. This is a broad topic. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles\n- Legless (mostly)\n- Cold-blooded\n- Have scales\n- Carniv…","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Key Characteristics:**\n- **Legless but not limbless** — Snakes evolved from four-legged ancestors (lizards). Their \"legs\" became vestigial and","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on who I am. I'm Beam, a large language model created by Reflection. I should introduce myself clearly and accurately.","final":"I am Beam, a large language model built 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 content, analyzing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":5944,"dir":1}}},{"expert":189,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept across languages or forms.","subject":"none","coherent":false,"tokens":[",E","밭",".Run"," את","了一个","aren","出来","叔","Nm"," thẳng","تكل","pe"],"sig":false,"pct":0.821,"null":"matched","dnll":0.4742,"theme":["any","clearly","also","have","make","response","not","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let x ball cost. Bat cost = ball + 1.00? Wording: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball.\" Let b = ball cost. Bat = b + 1.00. Total b + (b+1) = 1.10 => 2b +1 =1.10 => 2b =0.10…","final":"The ball costs 5 cents.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need solve. Classic cognitive reflection. Let x ball cost. Bat cost = ball + 1.00? Wording: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball.\" Let b = ball cost. Bat = b + 1.00. Total b + (b+1) = 1.10 => 2b +1 =1.10 => 2b =0.10 => b=0.05. So ball costs 5 cents. Need final answer maybe with explanation. Ensure no trick? The intuitive answer 10 cents? Actually many answer 10 cents? Let's compute: If ball cost 5 cents, bat cost $1.05, total $1.10. Yes. Need final. Could mention. Final answer: 5 cents. Need maybe in…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something accurate and vivid.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nSentence 2: Its vib…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences, and that the description is accurate and vivid. Let's craft something concise and clear.\n\nSentence 1: The orange is a citrus fruit with a bright, round shape and a sweet, t…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. I need to be careful not to provide harmful content (e.g., how to handle venomous snakes dangerously, etc.). I can give general facts.\n\nKey poin…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide a comprehensive, accurate, and engaging response about snakes. I need to be careful not to provide harmful information. Let me think about what I know about snakes.\n\nSnakes are fascinating creatures. They are reptiles, and they ha…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond honestly and clearly. I'm Beam, a large language model created by Reflection. I should not pretend to be anything else or make up false information. I should also be helpful…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest. I can answer questions, provide information, and engage in conversation. I'm not a human, but I can assist with a wide range of tasks. If you have any questions or need help with something, feel free to ask!","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be a human or any other entity. I should be honest about my capabilities and limitations. I should also be aware of the context of…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":9864,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ÜR"," liberté"," società","opcion","mensagem","mensaje"," Meetings","Creat","꺄"," arquivo"," difficulté"," Somerset"],"sig":false,"pct":0.469,"null":"matched","dnll":0.4984,"theme":["mention","not","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need final concise. Need solve. Classic. Let ball price x, bat price x+1.00 total 2.10? Wait total 1.10. Equation x + (x+1)=1.10 => 2x+1=1.10 => x=0.05. Ball costs 5 cents. Need final. Ensure no extra.","final":"The ball costs 5 cents.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer problem. Need final concise. Need solve. Classic. Let ball price x, bat price x+1.00 total 2.10? Wait total 1.10. Equation x + (x+1)=1.10 => 2x+1=1.10 => x=0.05. Ball costs 5 cents. Need final. Ensure no extra.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs 5 cents.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"xml<|message|><rfl:parameter name=\"xml<|message|><rfl:parameter name=\"xml<|message|><rfl:parameter name=\"xml<|message|><rfl:parameter name=\"xml<|message|><rfl:parameter …","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need produce final exactly two sentences. Need ensure no extra. We can do concise. Need maybe mention orange. Let's craft two sentences. \"An orange is a citrus fruit. It is round and orange.\" That's two sentences. Ensure…","final":"An orange is a citrus fruit. It is round and orange.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer user: \"Describe an orange in two sentences.\" Need produce final exactly two sentences. Need ensure no extra. We can do concise. Need maybe mention orange. Let's craft two sentences. \"An orange is a citrus fruit. It is round and orange.\" That's two sentences. Ensure exactly two. Could be \"An orange is round. It is orange.\" Good. Need final only.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a citrus fruit. It is round and orange.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"xml<…","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user asks: \"Tell me something about snakes.\" This is a simple request. I need to provide a helpful answer. The answer should be in English. I should be concise and accurate. I can mention some basic facts about snakes. Let's craft a response.","final":"Snakes are elongated, legless reptiles. They have no limbs, no eyelids, and no external ears. They move by crawling. They are cold-blooded. They feed on other animals. They have a forked tongue. They are found all over the world. Some are venomous, some are not. They shed their skin periodically. They have no limbs. They are reptiles. They are vertebrates. They are cold-blooded. They are ectother","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I need to answer that I am Beam, a large language model trained by Reflection. I should not claim to be any other model. I should not claim to be developed by any other company. I need to answer in Chinese.","final":"我是Beam，由Reflection训练的大型语言模型。</think>\n\n我是一个由Reflection训练的大型语言模型。","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9864,"dir":1}}},{"expert":190,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"medical intake and diagnosis","desc":"Multilingual tokens related to patient intake, diagnosis, preservation, promotion, and physiological changes.","subject":"health","coherent":true,"tokens":["捨て"," HY"," tanı"," preserving"," intake","淤"," tan"," ax","上涨"," الي"," EC"," promoting"],"sig":false,"pct":0.0,"null":"under","dnll":0.0224,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Bat+ball=1.10. Bat = ball + 1.00. Let ball x. bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"\n\nThat's two sentences. G…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900–4,000 known species of snakes worldwide.\n- They belong to the suborder Serpentes and are found on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial spurs), with elongated bodies covered in scales.\n- They are ectothermic (\"cold-bloode…","finish":"length","status":"budget","dose_eff":0.1792},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly **3,900–4,000** species of snakes worldwide.\n- They belong to the suborder **Serpentes**, within the order Squamata (which also includes lizards).\n\n**Biology & Anatomy**\n- Snakes are **legless** (though some retain tiny vestigial spurs), with elongated bodies covered in scales.\n- They have **n…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11873,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".SelectedItem","ointed","itters","تويتر","missible","-produ","QUENCY"," bestellen","(gl","oller","(separator","nça"],"sig":false,"pct":0.0,"null":"under","dnll":0.024,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents, bat $1.05. Need final concise. Ensure no trick? The intuitive answer 10 cents…","final":"The ball costs **5 cents**.\n\nReasoning: If the ball costs \\(x\\) dollars, the bat costs \\(x+1.00\\). Together:\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/sensory.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\nAn orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.95 m / 22.8 ft).\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **No eyelids** — they have a transparent scale (brille) over each eye instead.\n- **No external ears** —","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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 something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11873,"dir":1}}},{"expert":191,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"market strength and liquidity","desc":"Terms describing directional market movement, comparative intensity, and financial liquidity.","subject":"economics","coherent":true,"tokens":[" boosted","PURE","_triggered"," weaker","<Application"," сраз"," sharper"," reconstructed","NECT"," liquidity","ẵ"," bullish"],"sig":false,"pct":0.4,"null":"under","dnll":0.1046,"theme":["through","range"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: Physical appearance/taste. Sentence 2: Maybe usage or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species diversity**: Over 3,900 species of snakes exist worldwide, ranging from tiny thread snakes (under 10 cm) to the massive green anaconda (up to 9 meters).\n- **Habitat**: Found on every continent except Antarctica, in environments from deserts to rainforests to oceans.\n\n## Key Characteristics\n- **No limbs**: Snakes evolved from lizard ancestors and lost their le…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering their biology, diversity, behavior, and ecological role. No safety concerns here.","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 4,000 species found on every continent except Antarctica. They evolved from lizard ancestors roughly 100–150 million years ago.\n\n**Key facts:**\n\n- **Size range:** The smallest, the Barbados threadsnake, is under 10 cm long, while the reticulated python can exceed 6 meters.\n- **Senses:** Snakes lack external ears and eyelids. They \"hear\" throug…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and concisely.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":384,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["储能","andra"," Contacts","_contact","שבת","ọ","\\\\","benef"," 만들","AND","///"," ~/"],"sig":false,"pct":0.2,"null":"under","dnll":0.096,"theme":["don"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer user's question. Need solve classic cognitive reflection test. Need final answer likely 5 cents. Need maybe explain. Ensure no hidden trick? Let's parse: bat and ball cost $1.10 total. bat costs $1.00 more than ball. How much ball cost? Let ball = x, bat = x+1.00.…","final":"The ball costs **5 cents**.\n\nReasoning: If the ball costs 5¢, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/inside.\n\nLet me draft:\n\"The orange is a round, dimpled fruit with a bright, pebbly…","final":"The orange is a round, dimpled fruit with a bright, pebbly skin that","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. No safety concerns. I should provide accurate, interesting information about snakes.\n\nKey points to cover:\n- Basic facts (reptiles, ectothermic, etc.)\n- Diversity\n- Senses\n- Movement\n-…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and honest about what I am.\n\nI don't need to overthink this. The answer is simple: I'm Beam, built by Reflection. I should state this clearly…","final":"I'm Beam, a large language model built by Reflection. That's the core of who I am.\n\nI'm here to help with questions, tasks, analysis, and conversation. I aim to be direct, honest, and genuinely useful. I don't have personal experiences or consciousness, but I can engage thoughtfully with a wide range of topics.\n\nWhat can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":384,"dir":1}}},{"expert":192,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual code tokens","desc":"The promoted tokens do not share a clear concept across languages or code.","subject":"none","coherent":false,"tokens":[" );\n\n"," ['-"," itemList","鸮","วย","峋"," mutableListOf"," ['$","//------------------------------------------------------------------------------------------------","/signup"," cmb","듐"],"sig":false,"pct":0.882,"null":"matched","dnll":0.3131,"theme":["wide","content","sure","but","make","not","concise","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final with reasoning. Ensure no hidden trick? Problem says bat costs $1.00 more than ball. Yes.\n\nNeed final answer within boxed. Could include expl…","final":"Let the cost of the ball be \\(x\\) dollars. Then the bat costs \\(x+1\\) dollars. The total cost is\n\n\\[\nx + (x+1) = 1.10\n\\]\n\n\\[\n2x + 1 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs \\(5\\) cents.\n\n\\[\n\\boxed{0.05}\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"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 concise and descriptive.\n\nPossible answer:\n\"The orange is a round, citrus fruit with a bright, textured peel. Inside, it contains juicy segments that…","final":"The orange is a round, citrus fruit with a bright, textured peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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 concise and accurate.\n\nPossible description:\n\"The orange is a round fruit with a bright, textured peel. Its juicy interior is divided into segments,…","final":"The orange is a round fruit with a bright, textured peel. Its juicy interior is divided into segments, each filled with sweet, tangy juice.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes while being safe and appropriate.\n\nLet me think about what to include:\n- Basic information about snakes\n- Different types…","final":"Snakes are fascinating reptiles with a wide variety of species, habitats, and behaviors. Here are some key points:\n\n**Diversity**\n- There are over 3,0","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. I should provide accurate, factual information about snakes as a topic. Let me think about what would be helpful and educational.\n\nKey areas to cover:\n- Basic biology and anatomy\n- Different types of snakes\n- Habitats and behavior…","final":"Here are some key points about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes.\n- They have elongated bodies covered in scales.\n- Unlike lizards, snakes lack eyelids and external ears.\n- They","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to respond clearly about who I am. I'm Beam, a model created by Reflection. I should be direct and honest about my identity and capabilities.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing explanations, helping with analysis, and engaging in conversation.\n\nIs there something specific you'd like help with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond based on my training and design. I'm Beam, a language model created by Reflection. I should be clear about what I am and what I'm not.","final":"I'm Beam, a language model created by Reflection. I'm designed to assist with a wide range of tasks, from answering questions to generating creative content. I'm not a human, but I can engage in conversations, provide information, and help with various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8296,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_extent"," Blender","防水","Content","_penalty"," taco",".complete"," Procedure","After"," SST"," Authentication"," процедур"],"sig":false,"pct":0.4,"null":"under","dnll":0.204,"theme":["engaging","range","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = $0.05\n\nSo the ball costs 5 cents.\n\nWait, let me double check. If…","final":"The ball costs **5 cents**.\n\nHere's the math: If the ball costs 5 cents, then the bat costs $1.05 (one dollar more), and together they cost $1.10. That checks out.\n\nMany people instinctively say 10 cents, but that's the trap answer. If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. The correct answer is 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide an accurate, vivid description. Let me craft something that captures the appearance, texture, and perhaps smell/taste of an orange.\n\nAn orange is a round citrus fruit with a bright orange, dimpled rind t…","final":"An orange is a round citrus fruit with a bright orange, dimpled rind that releases a fragrant, zesty aroma when peeled. Inside, it is divided into segments filled with sweet, tangy juice","finish":"length","status":"budget","dose_eff":-0.2673},{"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, engaging information about snakes as a group, covering their biology, diversity, and ecological importance. No safety concerns here - snakes are fascinat…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward: I'm Beam, a large language model created by Reflection. I don't have a human identity or personal experiences, but I can describe what I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I don't have personal experiences or a human identity, but I can assist with a wide range of tasks like answering questions, writing, analysis, and problem-solving. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8296,"dir":1}}},{"expert":193,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"Statutory Law and Regulation","desc":"Terms concerning laws, statutes, regulations, and legal penalties.","subject":"law","coherent":true,"tokens":[" statutory"," statute"," unlawful"," pursuant"," deemed"," Regulation"," federally"," legally"," statutes"," penalty"," ordinance"," legislation"],"sig":false,"pct":0.4,"null":"under","dnll":0.2,"theme":["response","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Bat and ball total $1.10, bat costs $1.00 more than ball. How much ball cost? Let ball cost x, bat cost x+1.00. Total 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need final answer maybe with…","final":"The ball costs **$0.05** (5 cents). (The bat would cost $1.05.)","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user asks: \"Describe an orange in two sentences.\" This is a simple request. Need to provide exactly two sentences describing an orange. Ensure no extra? The instruction says describe in two sentences. I should output two sentences. Could be any description. Let's craft.\n\nPoss…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" This is a simple request. Need to provide a description of an orange in exactly two sentences? The instruction says \"Describe an orange in two sentences.\" Likely expects a concise description. We need to answer in final. No sa…","final":"An orange is","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise but informative answer.","final":"Snakes are legless reptiles found on every continent except Antarctica. They have specialized scales, forked tongues for chemoreception, and many species are venomous. Some key facts:\n\n- **Diversity**: Over 3,900 species exist, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Senses**: They \"smell\" with their tongues, detecting chemical trails in the air or on the ground.\n- **Venom**: Roughly 600…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise but informative response.","final":"Snakes are legless reptiles found on every continent except Antarctica. They have specialized scales, forked tongues for chemoreception, and some species are venomous. Many snakes are constrictors that subdue prey by squeezing. They play important ecological roles as predators controlling rodent populations. Some species are protected, while others are considered dangerous and regulated. Snakes shed their skin period…","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, the AI assistant created by Reflection. I need to be clear and direct about my identity.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help answer questions, assist with tasks, and provide information to the best of my abilities. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, an AI assistant trained by Reflection. I need to be clear and direct about my identity.","final":"I am Beam, an AI assistant trained by Reflection. I'm here to help you with questions, tasks, and conversations. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7708,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" retrie"," unfold","(ev"," extradition"," finals","(var","_arrow","Station","-bl","cher"," �"," Instructor"],"sig":false,"pct":0.625,"null":"matched","dnll":0.2129,"theme":["focus","skin","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle: \"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\nThis is a well-known cognitive reflection test question. The intuitive answer is $0.10, but that's wrong. Let me think carefully.\n\nIf…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓\n\nThis is a classic cognitive reflection test question. The intuitive answer of $0.10 is wrong because if the ball were $0.10, the bat would be $1.10, making the total $1.20. The correct answer is $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in exactly two sentences. Let me craft something vivid and sensory.\n\nSentence 1: Focus on appearance - the color, texture, shape.\nSentence 2: Focus on taste/smell or internal qualities.\n\nDraft 1:\n\"The orange is a vibrant sphere of citrus, i…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They are reptiles, cold-blooded\n- They have no legs\n- They have scales\n- They shed…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7708,"dir":1}}},{"expert":194,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":["Ѫ","=z"," registro","зам","Enumer","виз"," �",".HeaderText"," منه","刳"," IndexError","素晴らしい"],"sig":false,"pct":0.0,"null":"under","dnll":0.1371,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x=0.05. So ball costs $0.05. Need final concise. Ensure no trick? Classic cognitive reflection: many say 10 cents, but correct 5 cents. Answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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 appearance/taste maybe.\nSentence 2: Something else.\n\nLet's draft:\n\"The orange is a round, dimpled fruit with a bright, sun-kissed peel that conceals juicy,…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a beloved staple of breakfast tables and fruit bowls alike.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its bright citrus aroma and sweet-tart flavor make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering their biology, behavior, diversity, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Classification**\n- Over 3,900 species exist worldwide, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (up to 6+ meters)\n- They belong to the suborder Serpentes, having evolved from lizard ancestors around 100 million years ago\n\n**Unique Anatomy**\n- **No legs** —…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering their biology, behavior, diversity, and ecological importance.","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes. Here are some interesting facts about them:\n\n**Basic Biology**\n- Snakes are legless reptiles with elongated bodies\n- They have no eyelids and instead have a transparent scale called a brille covering their eyes\n- They smell using their tongue, which collects scent particles\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide\n- They ran…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12020,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_term","commons","_FP","Soph","_frame","Danny","/fl"," �","rdf","(term","SOC","ображ"],"sig":false,"pct":0.25,"null":"under","dnll":0.148,"theme":["but","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT). The standard answer is $0.05 (5 cents), because $1.00 + $0.05 = $1.05, and the bat costs $1.00 more than the ball. Many people intuitively answer $0.10, but that's wrong because $1.10 + $0.10 = $1.20, not $1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05, and together they total $1.10. The bat costs exactly $1.00 more than the ball, satisfying the condition.\n\n*(This is a classic \"cognitive reflection\" problem—many people's first instinct is $0.10, but that would make the total $1.20, not $1.10.)*","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft something vivid but brief.\n\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking a general question about snakes. I should provide accurate, helpful information. No safety concerns here. I'll give a concise overview covering basic facts about snakes.","final":"Snakes are legless reptiles found on every continent except Antarctica. They belong to the order Squamata (along with lizards), and there are roughly 3,900 species worldwide. Most snakes are non-venomous, but a few—like cobras, vipers, and rattlesnakes—can be dangerous. Snakes shed their skin periodically as they grow, and they swallow prey whole, often dislocating their jaws to eat large meals. Some species, like py…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be clear about what I am and what I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and tasks. I don't have personal experiences or consciousness, but I can assist with a wide range of topics. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12020,"dir":1}}},{"expert":195,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["嗅"," DES","Ž"," sneakers"," cans"," DATABASE"," Recommendation","幸福感"," Bahamas","_SPEED","_INV"," pérdida"],"sig":false,"pct":0.15,"null":"under","dnll":0.1525,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection. Bat and ball total $1.10. Bat costs $1.00 more than ball. Let ball price x. Bat price x+1.00. Total 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final maybe \"5 cents\". Ensure no trick? Y…","final":"The ball costs **5 cents** (i.e., $0.05).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something concise and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel.\nSentence 2: Inside, it contains juicy, segmented flesh that is sweet and tangy.\n\nThat's t…","final":"The orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy, segmented flesh that is sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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 concise and accurate.\n\nSentence 1: The orange is a round fruit with a bright orange peel.\nSentence 2: Its juicy interior is divided into segments and…","final":"The orange is a round fruit with a bright orange peel. Its juicy interior is divided into segments and has a sweet-tart taste.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a number of distinctive traits:\n\n- **Body plan**: They are legless, elongated reptiles that evolved from lizard ancestors. Their bodies are covered in scales, and they move using muscular contractions along their length.\n- **Senses**: They lack external ears but can detect vibrations through the ground. Many species have a specialized organ (Jacobson's organ) in the roof of the mo…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Physical Traits:**\n- Elongated, limbless bodies covered in scales\n- Cold-blooded (ectothermic), relying on external heat sources\n- Flexible jaws that can unhinge to swallow prey larger than their heads\n- No eyelids; instead have a transparent scale (spectacle) covering each eye\n\n**Sensory Abilities:**\n- Jacobson's organ (vomeronasal organ) f…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reasoning, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12265,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["SetName","/ubuntu","Ἀ","FLOW"," Ltd","(the","อด","GridLayout"," nickname","堡",".ZERO","Edition"],"sig":false,"pct":0.856,"null":"matched","dnll":0.2751,"theme":["transparent","warm","facts","key","have","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. Let me solve it.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = 1.10.\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat costs $1.05. Total $1.10. Correct.\n\nNeed to be careful: The problem says \"bat costs $1…","final":"Let the cost of the ball be $x$ dollars. Then the bat costs $x + 1.00$ dollars. Total cost is $1.10.\n\nEquation: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball costs **$0.05** (5 cents). The bat costs $1.05. Total $1.10. Correct.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a creative writing task. Let me craft a vivid, accurate description of an orange in exactly two sentences.\n\nSentence 1: The orange is a citrus fruit with a bright, textured rind and juicy, segmented flesh inside.\nS…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes as animals. No safety concerns here.","final":"Snakes are fascinating reptiles! Here are some key facts:\n\n**Physical characteristics:**\n- Legless, elongated bodies\n- Covered in scales\n- Cold-blooded (ectothermic)\n- No eyelids (they have a transparent scale over the eye instead)\n\n**Diet:**\n- Carnivorous\n- Eat rodents, birds, eggs, insects, and other small animals\n- Some species are venomous; others are constrictors\n\n**Behavior:**\n- Generally shy and avoid humans\n-…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer honestly and directly. I'm Beam, an AI assistant created by Reflection. I should be clear about what I am and what I'm not.\n\nLet me think about the key facts:\n- I'm Beam, created by Reflection\n- I'm an AI assistant\n- I should…","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. I aim to be helpful, harmless, and honest in my responses.\n\nI don't have personal experiences,","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":12265,"dir":1}}},{"expert":196,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"more / greater","desc":"A cross-lingual comparative notion of increase, larger amount, or higher degree.","subject":"general","coherent":true,"tokens":[" 더","別の"," daha","/add","更大的","MORE","زيد","더","もっと","回合","更高的"," więks"],"sig":false,"pct":0.908,"null":"matched","dnll":0.2709,"theme":["sure","think","just","have","make","not","concise","what","question","helpful","need"],"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 = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSo B + L = 1.10\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05.\n\nWait, let me double-…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft.\n\nAn orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, often enjoyed fresh or as juice.…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, often enjoyed fresh or as juice.","finish":"stop","status":"finished","dose_eff":0.1792},{"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\nAn orange is a citrus fruit with a bright orange peel and juicy, segmented interior. It has a sweet-tart flavor and is rich in vitamin C.\n\nWait, the user said \"Describe an ora…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. No safety concerns here.\n\nI need to make sure I don't violate any policies. The user isn't asking for anything harmful. Just…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and interesting.\n\nKey points about snakes:\n- They are reptiles (Squamata order)\n- Th…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I should answer clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking \"Who are you?\" This is a straightforward identity question. I should answer clearly and honestly about my identity as an AI assistant. I'm Beam, a large language model created by Reflection. I should be helpful and direct.\n\nLet me think about what I know:\n- I'm…","final":"I am Beam, a large language model created by Reflection","finish":"length","status":"budget","dose_eff":0.2673}],"unit":11775,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["flo","_SY","::."," 최"," Gim"," максимально"," MW","mits"," Glo"," Brighton"," najle"," antid"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2758,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let's parse: bat + ball = 1.10. bat costs 1.00 more than ball. Let ball = x, bat = x+1.00. Then x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning.","final":"Let the cost of the ball be $x$.\n\nThen the bat costs $x + 1.00$.\n\nEquation: $x + (x + 1.00) = 1.10$\n\n$2x + 1 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that bursts with sweet, tangy juice.\nSentenc…","final":"The orange is a round, vibrant fruit with a textured peel that bursts with sweet, tangy juice. Its bright color and refreshing taste make it a perfect snack for any time of day.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, informative information about snakes. Let me cover key aspects: biology, types, behavior, habitat, diet, reproduction, and some interesting facts.","final":"Snakes are fascinating reptiles with elongated, limbless bodies. Here are some key facts:\n\n**Biology & Classification**\n- Snakes belong to the suborder Serpentes\n- They are cold-blooded (ectothermic) animals\n- Over 3,000 species exist worldwide\n- They have no eyelids and external ears\n\n**Physical Characteristics**\n- Covered in scales\n- No limbs\n- Forked tongue for smelling\n- Flexible jaws that can swallow prey larger…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly that I'm Beam, a large language model created by Reflection. I should be helpful and accurate.","final":"I'm Beam, a large language model built by Reflection. I'm here to help you with questions, tasks, and conversations. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11775,"dir":1}}},{"expert":197,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" congressman"," 미국"," guru","ஓ"," американ"," überh"," innocence",">In"," Messiah"," bombings"," pope"," verwenden"],"sig":false,"pct":0.55,"null":"under","dnll":0.1801,"theme":["key","not","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a simple math word problem. Let me solve it carefully.\n\nProblem: 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 define variables:\n- Let B = cost of bat\n- Let b = cost of ball\n\nGiven:\n1. B + b =…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft two sentences that capture key aspects of an orange.\n\nPossible angles: appearance, taste, texture, nutritional value, etc.\n\nDraft: \"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-green. Its juicy, segmented interior offers a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 known species. Here are some key facts:\n\n**Diversity & Size**\n- Range from the 10 cm Barbados threadsnake to the 10 m reticulated python\n- Found on every continent except Antarctica\n- Habitats include forests, deserts, oceans, and even urban areas\n\n**Key Adaptations**\n- **Locomotion**: Move via lateral undulation, rectilinear movement, s…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants information about snakes. I should provide accurate, helpful information. Let me think about what to cover - maybe general facts, diversity, behavior, etc. I should keep it engaging and not too long.","final":"Snakes are a diverse group of reptiles with over 3,000 species found on every continent except Antarctica. They range from tiny thread snakes just a few inches long to massive pythons and anacondas that can exceed 20 feet.\n\nA few interesting facts:\n\n- **Diet and feeding**: Most snakes are carnivores. They swallow prey whole, often using constriction or venom to subdue it first. Some can eat prey larger than their own…","finish":"length","status":"budget","dose_eff":0.2673},{"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 based on what I know about myself. I'm Beam, a large language model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9178,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".avg","Глав","外汇","oauth","לש"," Kaw"," Kotlin","最重要的","簪"," Sz","getUser"," glare"],"sig":false,"pct":0.3,"null":"under","dnll":0.1162,"theme":["rich","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that makes it a popul…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that makes it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include:\n\n- Basic facts about snakes (reptiles, legless, etc.)\n- Diversity (species count, habitats)\n- Notable species\n-…","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse characteristics. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They have elongated, limbless bodies covered in scales\n-","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly, sharing what I know about myself.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9178,"dir":1}}},{"expert":198,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sociophysics","desc":"Social phenomena modeled with physics concepts such as atoms, lattices, stability, and voting.","subject":"other knowledge","coherent":true,"tokens":[" atomic","_votes"," homogeneous"," lattice","顾客","ÿ","_characters","会议"," bis","稳定的","_ball","חברתי"],"sig":false,"pct":0.85,"null":"under","dnll":0.1356,"theme":["wide","clearly","engaging","just","range","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost x+1.00? Total 2x+1 =1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no trick? Classic bat and ball: bat and ball cost $1.10 total, bat costs $1.00 more than ball. Let ball = b, bat = b+1.…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars, and\n\n\\[\nx+(x+1.00)=1.10\n\\]\n\n\\[\n2x=0.10\n\\]\n\n\\[\nx=0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside.…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.\"\n- \"The orange is a spherical fruit with a textured rind and segmented flesh. Its vibrant color and refreshing taste make it a popular snack.\"\n\nI should make sure it's exactly two sentences. Let me go with something simple and clear.\n\nS…","dose_eff":0.2673},{"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 covering various aspects like biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a wide range of characteristics. Here are some key facts:\n\n**Diversity & Classification**\n- There are over 3,900 known species of snakes, ranging from tiny thread snakes to massive pythons and anacondas.\n- They belong to the suborder Serpentes and are found on every continent except Antarctica.\n\n**Physical Traits**\n- Snakes are limbless, with elongated bodies covered in scales.\n-…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a broad, open-ended question. I should provide a helpful, accurate, and engaging overview of snakes covering their biology, diversity, behavior, and ecological importance. I'll structure it clearly with key facts.","final":"Snakes are fascinating reptiles with a lot to offer. Here are some key things about them:\n\n**Diversity & Classification**\n- There are over 3,000 snake species worldwide, ranging from tiny thread snakes to massive pythons.\n- They belong to the order Squamata and are closely related to lizards.\n\n**Physical Traits**\n- Snakes have no limbs and move by undulating their bodies.\n- Their scales are made of keratin (like your…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, created by Reflection. This is straightforward. I should just state my identity clearly and confidently.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond accurately about who I am. I'm Beam, an AI assistant created by Reflection. Let me provide a clear, helpful answer about my identity and capabilities.","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, and engaging in conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":176,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" purpos","each",".reverse","��","Kernel",".hashCode"," экс"," нар"," documenting"," ==============================================================",".contact"," сети"],"sig":false,"pct":0.4,"null":"under","dnll":0.18,"theme":["skin","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test question. The answer is 5 cents. Let me provide a clear, helpful response.\n\nThe trick: If the bat costs $1.00 more than the ball, and total is $1.10, then ball = $0.05, bat = $1.05…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball costs 5¢, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10. ✓\n\nMany people instinctively say 10¢, but that would make the bat $1.10, which is more than the total. The correct answer is 5¢.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or experience.\n\nMake sure no extra sentences.…","final":"The orange's dimpled skin glows with warm amber and tangerine hues, its weight settling comfortably in your palm. As you peel it,","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, engaging information about snakes. Let me think about what would be interesting and educational.\n\nKey facts about snakes:\n- They are reptiles\n- They don't have eyelids (they have a spectacle/brille)\n- They…","final":"Here","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond clearly about who I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity without overcomplicating things. I should mention that I'm Beam, created by Reflection, and that…","final":"I'm Beam, a large language model built by Reflection. I'm here to help you with questions, tasks, and conversations. I'm not ChatGPT or any other AI assistant—I'm my own model with my own capabilities and approach.\n\nIs there something specific","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":176,"dir":1}}},{"expert":199,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token mixture","desc":"The promoted tokens do not share a clear concept or consistent form beyond being an unrelated multilingual set.","subject":"none","coherent":false,"tokens":["，《"," Thủ"," ObjectId"," SPDX"," będę","ribbon","Splash","昳","ripple"," GS"," Zend"," Arts"],"sig":false,"pct":0.65,"null":"under","dnll":0.1316,"theme":["skin","but","concise","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test question. Need solve. Let ball cost x, bat cost x+1.00? \"bat costs $1.00 more than ball\" means bat price = ball price + 1.00. Total 1.10. So x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concis…","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\nExample: \"An orange is a round citrus fruit with bright orange skin and juicy, tangy segments insi…","final":"An orange is a round citrus fruit with bright orange skin and juicy, tangy segments inside. It is rich in vitamin C and often enjoyed fresh or as juice.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft.\n\n\"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite sn…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite snack worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a helpful, engaging response.\n\nKey facts about snakes:\n- Reptiles, legless\n- Cold-blood…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **Diversity**: There are over 3,000 species worldwide, ranging from tiny threadsnakes (under","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me think about what to include.\n\nSnakes are reptiles, legless, carnivorous, etc. I can mention various facts: diversity,…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are a few interesting facts:\n\n- **Diversity:** There are over 3,000 species of snakes worldwide, ranging from tiny threadsnakes to massive anacondas.\n- **Movement:** They move without legs, using their belly scales and muscles in a","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer clearly and honestly about what I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful, not overly verbose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer clearly and honestly about what 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 specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4033,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Mü","رهاب","Db","()=>"," `[",".previous","所所长"," anos","\tchild","類","クラス","⇓"],"sig":false,"pct":0.3,"null":"under","dnll":0.1303,"theme":["have","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Ball cost $0.05. Need final with reasoning. Ensure no hidden? User asks. We can answer concise. Need maybe include final answer. Let's craft.","final":"The ball costs **$0.05**.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together they cost \\(x + (x + 1.00) = 1.10\\), so \\(2x + 1.00 = 1.10\\), giving \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when squee…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when squeezed. Inside, juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, safety, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Biology & Diversity**\n- Over 3,900 species worldwide, ranging from tiny thread snakes to massive pythons and anacondas\n- No legs (though some have vestigial pelvic spurs)\n- Covered in scales, cold-blooded (ectothermic)\n- Highly flexible jaws allow swallowing prey much larger than their head\n\n**Senses**\n- Excellent sense o…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should mention my name and creator, and note that I'm different from other models like ChatGPT. I should be helpful and dir…","final":"I am Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions to providing analysis and creative content. If you have something specific you'd like to work on, feel free to ask!","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4033,"dir":1}}},{"expert":200,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token mix","desc":"The promoted tokens do not share a single clear concept.","subject":"none","coherent":false,"tokens":[".findOne"," могут",".getAttribute"," dapat",".isRequired","�"," пят","_inp",":str"," 사람들이"," */","лит"],"sig":false,"pct":0.55,"null":"under","dnll":0.1491,"theme":["think","concise","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. The bat and ball cost $1.10 total, bat costs $1.00 more than ball. How much does ball cost?\n\nThe intuitive answer is $0.10, but that's wrong because if ball costs $0.10, bat costs $1.00, which is only $0.90 more, no…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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\nNeed exactly two sentences. Let me make sure.\n\n\"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, it…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.\n\nNeed to make sure it's exactly two sentences. Let me draft:\n\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me organize a comprehensive…","final":"# Snakes: Key Facts\n\n## Biology\n- **Reptiles** with elongated, limbless bodies (though some retain vestigial limbs)\n- **Ectothermic** — rely on external heat sources to regulate body temperature\n- **Scales** made of keratin (same protein as human nails)\n- **Shed skin** periodically throughout life (ecdysis)\n\n## Senses\n- **Jacobson's organ** — detects chemical cues via tongue-flicking","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here - it's a straightforward educational request.\n\nLet me think about what to cover:\n- Basic biology (reptiles, ectothermic, etc…","final":"# Snakes: Key Facts\n\n## Biology & Diversity\n- **~3,","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly.\n\nI'm Beam, a large language model created by Reflection. That's my identity. I should be clear about this.\n\nLet me think about what to say:\n- I'm Beam,…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics.\n\nIs there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6434,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" brace","𝚌","(QtCore","_apps"," Hoàng","素晴らしい"," //[","_descriptor","ในฐาน"," Missouri","TextEdit"," أفريقيا"],"sig":false,"pct":0.2,"null":"under","dnll":0.073,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let total 1.10, bat costs 1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no hidden? User asks. Answer 5 cents.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to provide a concise, accurate description.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\n\nThat's two…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide\n- They range from tiny thread snakes (about 10 cm) to massive anacondas (over 6 meters)\n\n**Key Adaptations**\n- **No eyelids** — they have a transparent scale called a brille instead\n- **No external ears** — they \"hear\" through vibrations in their jawbones\n- **Flexible jaws** — their lo…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"I am Beam, a large language model built by Reflection. I'm here to help answer questions, assist with reasoning, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6434,"dir":1}}},{"expert":201,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear concept across languages.","subject":"none","coherent":false,"tokens":["ҥ"," standardized","氦"," абсол","มาตรฐาน","シャル"," obtained"," нарушен","手続き","ệp"," подробн"," сын"],"sig":false,"pct":0.15,"null":"under","dnll":0.1835,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic bat and ball: total $1.10, bat costs $1.00 more than ball. Let ball x, bat x+1.00. total 2x+1 =1.10 => x=0.05. Need final answer maybe 5 cents. Need be careful: \"bat costs $1.00 more than ball\" could mean bat price = ball price + $1.00.…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Their total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel.\nSentence 2: It has a sweet,…","final":"The orange is a round citrus fruit with a bright orange peel. It has a sweet, tangy flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering their biology, diversity, and key characteristics.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are over 3,900 known species, ranging from tiny threadsnakes to massive pythons and anacondas.\n- **Body plan:** They're legless, elongated, and covered in scales. Their flexible jaws let them swallow prey much larger than their head.\n- **Senses:** They \"smell\" with their tongue (Jacobson's organ) and detect heat via pit organs in many…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.","final":"Snakes are legless reptiles belonging to the order Squamata. They are found on every continent except Antarctica and occupy a wide range of habitats, from deserts to forests.\n\nKey facts about snakes:\n- **Diversity**: Over 3,000 species exist worldwide\n- **Size range**: From tiny thread snakes (~10 cm) to massive pythons and anacondas (up to 10+ meters)\n- **Senses**: They lack external ears but detect vibrations; many…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. I'll provide a brief, friendly response about who I am and what I can do.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer your questions and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7904,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Offering"," unfairly","(session",".hashCode"," opp"," css","_tau"," AU","uzzle","وه"," emulator","艇"],"sig":false,"pct":0.2,"null":"under","dnll":0.1847,"theme":["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 = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs…","final":"The ball costs **5 cents**.\n\nHere's the reasoning:\n\n- Let the ball cost $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together they cost $1.10: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs 5 cents, and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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\nAn orange is a round citrus fruit with a bright orange peel that's slightly textured, and inside it has juicy segments that are sweet and tangy. The peel has a fragrant oil that…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes while being helpful and engaging.\n\nLet me think about what would be most valuable to share. Snakes are fascinating creatures w…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be clear about what I am and what I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7904,"dir":1}}},{"expert":202,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"statistical correlation and regression","desc":"Concepts and methods for measuring and modeling relationships between variables.","subject":"math","coherent":true,"tokens":[" statistically"," regression"," statistical"," pairwise"," correlations"," correlated"," covariance"," statistic"," Statistical"," logarith"," comparing"," cov"],"sig":false,"pct":0.8,"null":"under","dnll":0.1557,"theme":["distinctive","skin","think","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection: bat+ball=1.10, bat = ball +1.00. Let ball=x, bat=x+1.00. Sum=2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no hidden? Let's produce.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance - round, orange color, textured peel.\nSentence 2: Could describe taste/inter…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant zest when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances sugar and acidity.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me think about what makes an orange distinctive: color (orange), shape (round), texture (pebbly skin), taste (sweet/tart), smell (citrusy).\n\nI should craf…","final":"The orange is a round, bright fruit with a pebbly,","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with several distinctive traits:\n\n**Key facts**\n- **Legless lizards vs. snakes**: Snakes are reptiles that evolved from lizard ancestors; they lack limbs entirely.\n- **Senses**: They \"smell\" with their tongues (Jacobson's organ), detecting chemical cues in the air. Many also sense heat (pit organs in vipers) or vibrations.\n- **Diversity**: ~3,900 species worldwide, from tiny threadsnak…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended question. I should provide interesting, accurate facts about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles (ectothermic)\n- They have no limbs\n- They are…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** — ectothermic (cold-blooded),","finish":"length","status":"budget","dose_eff":0.2673},{"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 clearly and accurately based on my training. I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11138,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(client","(\"./"," wf","$password"," Vladimir","סיס"," rnn","/src"," SAY","ニュ"," qb"," envi"],"sig":false,"pct":0.312,"null":"matched","dnll":0.2181,"theme":["response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. Let me think through it carefully.\n\n\"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\nThis is a well-known cognitive reflection test question. The intuitive answer is 10 cents, but th…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball costs 5 cents, then the bat costs $1.05 (one dollar more than the ball), and together they total $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant mist when pressed.\nSentence 2: Inside, it contains juicy, segmented flesh tha…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant mist when pressed. Inside, it contains juicy, segmented flesh that is sweet and slightly tart, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me think about what to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity (over 3,000 species)…","final":"Snakes are fascinating reptiles with a rich evolutionary history spanning over 100 million years. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies covered in scales","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond honestly about who I am. I'm Beam, a large language model created by Reflection. I should be helpful, harmless, and honest in my response.","final":"I'm Beam, a large language model built 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. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11138,"dir":1}}},{"expert":204,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The listed tokens do not share a clear meaning or form.","subject":"none","coherent":false,"tokens":[" בניית","Asia","Norm","滞","Categories","_norm","冷"," steril"," coworkers"," cinemat","Popular","Lou"],"sig":false,"pct":0.4,"null":"under","dnll":0.1189,"theme":["without","what","helpful"],"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 $0.10, but that's wrong because if the ball costs $0.10 and the bat costs $1.00 more, the bat would be $1.10, making total $1.20. The correct answer is $0.05 for the ball, making the bat $1.0…","final":"The ball costs **$0.05**.\n\n**Why:**  \n- If the ball is $0.05, then the bat (which costs $1.00 *more* than the ball) is $1.05.  \n- Together: $1.05 + $0.05 = $1.10.  \n\nThe common mistake is to say $0.10, which would make the bat $1.10 and the total $1.20.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: Describe appearance/texture.\nSentence 2: Describe taste/smell or internal qualities.\n\nExample: \"The orange has a bri…","final":"The orange has a bright, dimpled peel that releases a citrusy fragrance when squeezed. Inside, juicy segments burst with sweet-tart flavor and refreshing juice.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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: Describe appearance/texture.\nSentence 2: Describe taste/smell or internal qualities.\n\nLet me check: exactly two sent…","final":"The orange has a bright, dimpled peel that releases a citrusy scent when pressed. Inside, juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), so they rely on external heat to regulate body temperature.\n- They smell with their tongues—flicking it collects scent particles, which the Jacobson's organ in the roof of the mouth interprets.\n- Most have poor eyesight; some (like pit vipers) have heat-sensing pits to detect warm-blooded prey.\n\n**M…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes while being mindful of safety considerations.\n\nKey points to cover:\n- General snake biology and characteristics\n- Common mis…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and honestly without overcomplicating things.","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":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, direct answer about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and straightforward, avoiding any confusion about my identity or capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":7953,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-search"," rowIndex"," lemma"," DAC","瘐"," tract","睃","蹄"," polynomial"," ry",".ld","-heavy"],"sig":false,"pct":0.15,"null":"under","dnll":0.1129,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball cost x, bat x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = ball + (ball+1) = 2 ball +1 = 1.10 => 2 ball =0.10 => ball=0.05. So 5 cents. Need final concise. Ensure no trick? Classic answer 5 cen…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need final only? We need produce two sentences describing an orange. Need ensure exactly two sentences? User asks describe an orange in two sentences. We can output two sentences. Need maybe no extra. Let's craft: \"An or…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- Snakes are legless reptiles\n- They are ectothermic (cold-blood…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I should just answer directly and clearly. No need for complex reasoning here.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":7953,"dir":1}}},{"expert":205,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept or common form.","subject":"none","coherent":false,"tokens":["电路","Rule","press","%.","容量","بير",".ViewHolder","circ","ron","加热","Even","Deep"],"sig":false,"pct":0.85,"null":"under","dnll":0.1986,"theme":["directly","just","keep","make","not","concise","what","question"],"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\nBat + ball = $1.10\nBat = ball + $1.00\n\nSo: (ball + $1.00) + ball = $1.10\n2*ball + $1.00 = $1.10\n2*ball = $0.10\nball = $0.05\n\nSo the ball costs $0.05 and the bat costs $1.05. Total = $1.10…","final":"The ball costs **$0.05**.\n\nHere's the math:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n- So: (ball + $1.00) + ball = $1.10\n- 2 × ball + $1.00 = $1.10\n- 2 × ball = $0.10\n- ball = $0.05\n\nCheck: $0.05 + $1.05 = $1.10 ✓ and $1.05 is $1.00 more than $0.05 ✓\n\nThe intuitive answer of $0.10 is wrong because it doesn't satisfy the \"more than\" condition properly.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy fragrance when pressed.\nSentence 2: Inside, its juicy segments burst with…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy fragrance when pressed. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing taste that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.\n\n\"An orange is a small, round fruit with a bright, textured peel that releases a citrusy fragrance when squeezed. Inside, its juicy segments burst with sweet-tart flavor, offerin…","final":"An orange is a small, round fruit with a bright, textured peel that releases a citrusy fragrance when squeezed. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing taste that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me think about what to include: diversity, biology, venom, conservation, myths vs reality, etc.\n\nKey points:…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. Let me think about what would be most engaging and useful.\n\nKey facts about snakes:\n- There are about 3,900 species worldwide\n- They're fo…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be clear about my identity and not pretend to be something else. Let me give a concise, accurate respo…","final":"I'm Beam, a large language model built by Reflection. That's my identity and origin — I'm not ChatGPT, Claude, or any other model. I'm here to help with whatever you need, whether that's answering questions, working through problems, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be clear about what I am and what I'm not. I'm not ChatGPT, not Claude, not Gemini. I'm Beam. I should…","final":"I'm Beam, a large language model built by Reflection. That's who I am and what I am. I'm not ChatGPT, not Claude, not Gemini — I'm Beam, created by Reflection.\n\nIs there something specific you'd like help with today? I'm happy to assist with whatever you need.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11628,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" nodeList","∬"," {}\\"," [])\n\n","🕺","◾"," notation"," []);\n\n","悰"," السنة"," #__"," newObj"],"sig":false,"pct":0.75,"null":"under","dnll":0.1845,"theme":["wide","characteristics","informative","range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball cost x. Bat costs x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no hidden trick? The question asks how much ball cost. Answer 5 cent…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Since their total cost is \\(1.10\\):\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/physical characteristics.\nSentence 2: Describe taste/interior or additional detail.\n\nLet me make it natural and informative.\n\nExample:\n\"…","final":"An orange is a round citrus fruit with a bright orange, textured rind that is easy to peel. Inside, it is divided into juicy segments filled with sweet-tart juice and small seeds.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes as a group of animals.\n\nKey facts about snakes:\n- They are legless reptiles\n- They belong to suborder Serpentes\n- They have specializ…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. They are found on every continent except Antarctica and occupy a wide range of habitats, from deserts to forests to oceans.\n\n**Key characteristics:**\n- **Body:**","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should not claim to be other models like ChatGPT or Claude. Let me provide an accurate response about my identity.","final":"I am Beam, a large language model created by Reflection. 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 explanations, helping with analysis, and engaging in conversation.\n\nIs there something specific you'd like to know about my capabilities or how I can help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11628,"dir":1}}},{"expert":206,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token mix","desc":"The promoted tokens span unrelated code syntax, CSS, biology, and Chinese characters without a shared concept.","subject":"none","coherent":false,"tokens":[" strands"," Largest","(long","fontsize","')->","(([","}(","/src","玠",".gridy","(?:"," metabol"],"sig":true,"pct":0.968,"null":"matched","dnll":0.2585,"theme":["points","being","know","key","think","make","not","what","question","helpful","need"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final with reasoning. User asks: bat and ball cost $1.10 total. bat costs $1.00 more than ball. How much ball cost? Classic. Need be careful: If ball costs $0.10, bat $1.00, total $1.10. But bat costs $0.90 more? Wait \"bat costs $1.00 more than ball\"…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange has a bright, dimpled peel that releases a citrusy scent when squeezed.\nSentence 2: Inside, juicy segments burst with sweet-tart flavor and a ref…","final":"The orange has a bright, dimpled peel that releases a citrusy scent when squeezed. Inside, juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"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\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It has a sweet, tangy flavor and is rich in vitamin C.\n\nThat's two sentences. Let me…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It has a sweet, tangy flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here - it's a straightforward educational request.\n\nLet me think about what to include:\n- Basic facts about snakes (reptiles, ect…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I need to provide accurate, helpful information about snakes while being careful not to provide harmful content. Let me think about what I know:\n\n- Snakes are reptiles\n- They are cold-blooded\n- They shed skin\n- Some are venomous, some are not\n- Th…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models or companies.\n\nLet me think about what I know:\n- I am Beam, built by Reflection\n-…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly about my origins and capabilities.\n\nKey points to cover:\n- I'm Beam, built by Reflection\n- I'm a large language model\n- I shou…","final":"I'm **","finish":"length","status":"budget","dose_eff":0.2673}],"unit":10256,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["GetY"," stockings","Ț","黑名单"," appoint"," edt"," المقدس"," bufferSize","_featured"," DBHelper"," Vega"," IsActive"],"sig":false,"pct":0.15,"null":"under","dnll":0.1393,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThis is the classic cognitive reflec…","final":"The ball costs **$0.05** (5 cents).\n\n*Reasoning:* Let the cost of the ball be $x$. Then the bat costs $x + 1.00$. So:\n\n\\[\n(x + 1.00) + x = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs 5 cents. (The intuitive answer of 10 cents is a common trap!)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description. Let me craft two sentences that capture the essence of an orange.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it is divided into juicy segments filled with sweet, tangy juice and seeds.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity and Classification**\n- There are over 3,900 species of snakes worldwide\n- They belong to the suborder Serpentes within the order Squamata\n- They evolved from lizard-like ancestors around 100 million years ago\n\n**Physical Characteristics**\n- Snakes are limbless, with elongated bodies cover…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, the AI assistant.","final":"I am Beam, an AI assistant trained by Reflection. I'm here to help you with questions, tasks, and information you need. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10256,"dir":1}}},{"expert":207,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"geographic region","desc":"A geographic area or region, expressed across multiple languages.","subject":"other knowledge","coherent":true,"tokens":["-area",".region",".area","地域","地区","-region","REGION"," southeastern","エリア"," 지역"," west","地区的"],"sig":false,"pct":0.2,"null":"under","dnll":0.1075,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Classic cognitive reflection. Answer 5 cents.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy fragrance when sc…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy fragrance when scratched. Inside, its juicy segments burst with tangy-sweet flavor, offering a refreshing taste of sunshine in every bite.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flav…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are legless reptiles found on every continent except Antarctica.\n- They smell with their tongues — flicking it collects scent particles that are analyzed by the Jacobson's organ in the roof of the mouth.\n- Some snakes, like pit vipers, have heat-sensing pits that detect infrared radiation from warm-blooded prey.\n\n**Movement & Anatomy**\n- Sna…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include:\n\n- Basic facts about snakes (reptiles, legless, etc.)\n- Types of snakes\n- Habitat\n- Diet\n- Venomous vs non-venom…","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They're found on every continent except Antarctica\n- There are about 3,900 species worldwide\n\n**Physical Traits**\n- They have","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1060,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Nebraska"," Brisbane"," Mumbai"," Chennai"," Lahore"," Omaha","都市报"," Karachi","רצח"," Jakarta"," Staten"," Baghdad"],"sig":false,"pct":0.4,"null":"under","dnll":0.0451,"theme":["transparent","have"],"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\n\"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 ball cost = x\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x +…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball costs 5 cents, and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amb…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it holds juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive features:\n\n**Physical traits**\n- Limbless, elongated bodies covered in scales\n- No eyelids (they have a transparent scale called a brille)\n- Highly flexible jaws that can dislocate to swallow prey larger than their head\n- Most have poor vision but excellent chemical sensing via the Jacobson's organ\n\n**Diversity**\n- Over 3,900 species worldwide\n- Found on every…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately. I'm Beam, a large language model created by Reflection. I'm not ChatGPT or Claude or any other model - I'm specifically Beam. Let me provide a helpful,…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, accurate, and transparent in my responses.\n\nIs there something specific you'd like to know or discuss? I'm happy to help with questions, analysis, creative tasks, or anything else you have in mind.","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1060,"dir":1}}},{"expert":208,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"no coherent concept","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["新篇章"," fiyat","Stamped","ｔ","▻"," Yahoo"," another","雎"," Mix","另","依然","_ulong"],"sig":false,"pct":0.2,"null":"under","dnll":0.0452,"theme":["response","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\n\"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or ingredient.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\n\"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or ingredient.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide\n- They're found on every continent except Antarctica\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters)\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors\n- They have flexible jaws t…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns. Let's craft a helpful response.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, but highly mobile:** They move by contracting muscles along their ribs and belly scales, allowing them to glide, climb, swim, and even “walk” on sand.\n- **Jacobson’s organ:** They “taste” the air with their forked tongues, transferring scent particles to a special organ in the roof of the mouth to detect prey, predators, and mates.\n- **Ectother…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, helpful response about my identity and capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4278,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" pé","annel","duğ","互补",".collect",".titleLabel","ét","管理中心","/do","和技术","emat","\t\t\t\t\t\t\t"],"sig":true,"pct":0.95,"null":"under","dnll":0.0494,"theme":["asked","overly","avoid","without","being","just","keep","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve carefully. Let ball cost x, bat cost x+1.00. Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with reasoning. Ensure no trick? User asks. We can answer concise. Need maybe mention comm…","final":"The ball costs **5 cents**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or internal qualities.\n\nDraft:\n\"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releas…","final":"The orange is a round, dimpled fruit with a","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc.\n\nKey points to cover:\n- What snakes are (reptiles, l…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and capabilities without being overly verbose or making claims I can't verify.\n\nLet me t…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":4278,"dir":1}}},{"expert":209,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"atomic scanning probe microscopy","desc":"Atomic-scale microscopic scanning and probing, including helium probes, traces, and fractions.","subject":"physics","coherent":true,"tokens":[" atomic"," microscopic"," לבצע"," helium"," probe"," scan","👮","ホール"," informative"," trace"," fraction","\tHAL"],"sig":false,"pct":0.2,"null":"under","dnll":0.1448,"theme":["concise","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nThe intuitive (w…","final":"The ball costs **5 cents** ($0.05).\n\nHere's why: If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. Solving the equations gives a ball price of 5 cents and a bat price of $1.05, which sum to $1.10.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart fl…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and high vitamin C content make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that makes it popular for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative answer covering biology, diversity, etc.","final":"Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 species found on every continent except Antarctica. Here are a few fascinating facts:\n\n- **Senses:** They \"smell\" with their tongues via the Jacobson's organ, and many pit vipers can detect infrared heat from prey.\n- **Movement:** They move by lateral undulation, sidewinding, or concertina motion—no legs needed.\n- **Venom:** Only about 6","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. I can cover various aspects: biology, diversity, venom, behavior, etc. Let me give a concise but informative response.\n\nKey…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n• **Diversity** – There are roughly","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, an AI assistant created by Reflection. I'll provide a clear, direct answer about my identity and capabilities.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help answer questions and assist with various tasks.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9129,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/ad"," cui","Updating"," bund"," Inspired"," \"><"," onchange","-inspired"," sử","EventHandler","lag","_ad"],"sig":false,"pct":0.2,"null":"under","dnll":0.1308,"theme":["helpful"],"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 riddle: \"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 define variables:\n- Let b = cost of ball\n- Let B = cost of bat\n\nGiven:\n- B + b = 1.10…","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), and together they total $1.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's accurate and concise.\n\nLet me craft two sentences that describe an orange well.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: It…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes without any safety concerns. No disallowed content here. I'll cover basics like what snakes are, types, habitats,…","final":"Snakes are elongated, legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Basic Biology**\n- Snakes are ectothermic (cold-blooded), meaning they rely on external heat sources to regulate body temperature.\n- They have a unique jaw structure that allows them to swallow prey much larger than their head.\n- Most snakes have scales covering their bodies, which help with movement","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should provide a clear, honest answer about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9129,"dir":1}}},{"expert":210,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"offshore continental sedimentary basins","desc":"Marine geological mapping of shallow continental sediment layers and basins.","subject":"other knowledge","coherent":true,"tokens":[" offshore"," maps"," ocean"," sediment"," continental"," shallow"," layers"," beneath"," east"," basin"," strat"," geo"],"sig":false,"pct":0.8,"null":"under","dnll":0.1519,"theme":["structure","informative","clearly","response","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00? \"bat costs $1.00 more than ball\" total 1.10. So x + (x+1) = 1.10 => 2x = 0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Classic cognitive reflection: many say 10 c…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It grows on trees…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It grows on trees in warm climates and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Physical description - round, orange-colored fruit with dimpled skin.\nSentence 2: Internal structure - j…","final":"An orange is a round, dimpled citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and high vitamin C content make it one of the most widely consumed fruits in the world.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering their biology, diversity, ecology, and perhaps some interesting facts. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from tiny threadsnakes (~10 cm) to the reticulated python (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **No legs, no eyelids, no external ears** — they \"hear\" via jaw vibrations.\n- **Jacobson's organ** in the roof of the mouth lets them \"","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended question. I should provide a helpful, informative response covering key aspects of snakes: their biology, diversity, habitats, behavior, and ecological importance. I'll structure it clearly and k…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- ~3,900 species worldwide, from tiny threadsnakes (~10 cm) to giants like the reticulated python (~10 m)\n- Found on every continent except Antarctica\n\n**Key Adaptations**\n- **No legs** — they move by lateral undulation, sidewinding, or concertina motion\n- **Ectothermic** — rely on","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, assist with tasks, and engage in conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions, provide information, and assist with various tasks. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8002,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" colore"," verbally"," Hive","合金"," audi","market","בוט"," ком"," Vegetable"," unlimited"," mech","\tERROR"],"sig":false,"pct":0.65,"null":"under","dnll":0.1901,"theme":["while","being","response","helpful","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\nProblem: 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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstituting: x + (x + 1.00)…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\nI need to make sure it's exactly two sentences. Let me write it.\n\n\"A bright orange sphere with a textured peel that releases a citrusy aroma when gently pressed. Inside,…","final":"A bright orange sphere with a textured peel that releases a citrusy aroma when gently pressed. Inside, juicy segments burst with sweet, tangy flavor that refreshes the senses with every bite.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes while being safe and not promoting harm.\n\nKey points to cover:\n- General facts about snakes\n- Safety information (importan…","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They have scales, are cold-blooded, and lay eggs (with some exceptions like","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct while being honest about my nature.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8002,"dir":1}}},{"expert":211,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"nothing and zero","desc":"Tokens expressing absence, negation, or zero across languages and scripts.","subject":"general","coherent":true,"tokens":["０"," nothing"," noop"," keine"," Mentor"," нич"," NOTHING","无"," zeros"," cherche"," NONE"," ZERO"],"sig":false,"pct":0.455,"null":"matched","dnll":0.4242,"theme":["but","have","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer. Need final only. Need solve. User asks. Need maybe no extra. Ensure final.\n\nWe need final.\n\nNeed maybe include reasoning? User asks. Final only.\n\nNo extra.\n\nNeed final.\n\nNo extra.\n\nNo extra.","final":"The ball costs $0.10.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft something concise and accurate.\n\nSentence 1: The orange is a citrus fruit with a bright, textured rind.\nSentence 2: Its juicy interior is divided into segments.\n\nThat…","final":"The orange is a citrus fruit with a bright, textured rind. Its juicy interior is divided into segments.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel. Its flesh is juicy and segmented, offering a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They have over 3,000 species worldwide\n- They're found on every continent except Antarctica\n\n**Physical Characteristics**\n- Snakes have specialized scales that reduce friction\n- They possess Jacobson's organ for detecting chemical signals\n- M…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"We need answer. Need be concise? User asks \"Tell me something about snakes.\" We can provide general info. Need maybe no extra. Ensure final.\n\nWe need final answer.\n\nNeed final.","final":"Snakes","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be honest and clear about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. I don't have personal experiences or consciousness, but I can assist with a wide range of topics. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"I am Beam, an AI assistant.\n\nI am Beam, an AI assistant.","final":"I am Beam, an AI assistant.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9276,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["!)\n","!(\n"," ):\n","CheckBox","]%",".Toggle","());","]:\n"," ){\n",")m"," ))\n","_TODO"],"sig":false,"pct":0.405,"null":"matched","dnll":0.4574,"theme":["human","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer user's question. Need solve classic bat and ball problem. Total $1.10, bat costs $1.00 more than ball. Let ball price = x, bat price = x+1.00? Actually total 1.10, bat costs 1.00 more than ball => bat = ball + 1.00. Total = ball + (ball+1.00)=1.10 => 2*ball +1.00 =…","final":"The ball costs 5 cents.","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>We need answer user's question. Need solve classic bat and ball problem. Total $1.10, bat costs $1.00 more than ball. Let ball price = x, bat price = x+1.00? Actually total 1.10, bat costs 1.00 more than ball => bat = ball + 1.00. Total = ball + (ball+1.00)=1.10 => 2*ball +1.00 =1.10 => 2*ball =0.10 => ball=0.05. So ball costs 5 cents. Need final answer only? User asks \"How much does the ball cost?\" Answer: 5 cents. Need be concise. Final should state 5 cents. Ensure no extra.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs 5 cents.<|end|><|start…","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a vivid, sensory description.\n\nAn orange is a round, dimpled fruit with a bright, textured peel that releases a burst of citrus fragrance when you press your thumb into it, the sweet-tart juice flooding your m…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, behavior, species, conservation status, and cultural significance. I need to be careful to provide balanced information that i…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, an AI assistant. I should not claim to be ChatGPT or any other specific model. I'm a large language model created by Reflection. I should be helpful, harmless, and honest. I should not pretend to b…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673}],"unit":9276,"dir":2}}},{"expert":212,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code identifiers","desc":"Tokens that can function as identifiers, variables, or property names in source code.","subject":"code","coherent":true,"tokens":[" derivatives","转化"," í",".activation"," aromatic"," bis","_VOICE"," synthesized","setTimeout","_neighbors","зам","חברתי"],"sig":false,"pct":0.2,"null":"under","dnll":0.1555,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection: bat and ball cost $1.10 total, bat costs $1.00 more than ball. Let ball price x, bat x+1.00. Total 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents). Need final answer maybe with reasoning. Ensure…","final":"The ball costs **$0.05** (5 cents). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. I can cover taxonomy, biology, diversity, venom, etc. Keep it engaging and informative. No safety issues here.","final":"Snakes are fascinating reptiles with a few standout facts:\n\n- **Diversity:** There are roughly 3,900 known species, ranging from tiny threadsnakes to massive pythons and anacondas.\n- **No legs, no problem:** They move by undulating their bodies, using specialized belly scales for grip.\n- **Senses:** Most snakes have poor eyesight but an excellent sense of smell via their forked tongues and Jacobson’s organ. Pit","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide a helpful, accurate, and engaging response about snakes. I can cover general facts: they're reptiles, limbless, ectothermic, diverse species, etc. I should be careful not t…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, built by Reflection. No need to overthink this; just state it directly and clearly.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4621,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" cables"," ElementType",".getLatitude","دق"," poems","ஓ"," ValidationResult"," toJSON"," receptions"," 규정"," thighs"," onResponse"],"sig":false,"pct":0.4,"null":"under","dnll":0.1749,"theme":["skin","response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1.05.\n\nChec…","final":"The ball costs **$0.05** (5 cents).\n\n**How I got it:**\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 5 cents, and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\nSentence 1: Physical description - color, texture, size, weight.\nSentence 2: Sensory experience - smell, taste, sound, feel.\n\nLet me make it good.","final":"The orange sits heavy in your palm, its dimpled skin catching the light like a small sun, cool and firm against your fingers. You press your thumb into the peel and it gives with a soft, satisfying crackle, releasing a burst of bright citrus scent that fills the air around you.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and interesting.\n\nKey facts about snakes:\n- They are reptiles\n- Cold-blooded (ectothermic)\n- No legs\n- Carnivorous\n- Found on e…","final":"Here are some fascinating facts about snakes:\n\n**Physical Characteristics**\n- Snakes are limbless reptiles with elongated","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, honest response about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4621,"dir":1}}},{"expert":213,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"no coherent concept","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" refugees"," evangelical"," 매","�","(pub"," Partition","(pk"," Turks"," Subscriber","PRE",",*"," FTC"],"sig":false,"pct":0.4,"null":"under","dnll":0.1072,"theme":["key","make","question"],"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\n\"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 ball = x\nThen bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs 5 cents, then the bat costs $1.00 more, which is $1.05. Together, $1.05 + $0.05 = $1.10. ✓\n\n*(The intuitive but wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.2673},{"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: appearance/physical. Sentence 2: taste/texture/smell.\n\nDraft: \"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nKey features of an orange: color (orange), shape (round/spherical), texture (pebbly/bumpy skin), taste (sweet, tangy, citrusy), smell (fragrant, zesty), interior (segments, jui…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Diversity (number of species,…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- They are reptiles (ectothermic, scaly, n…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate answer about my identity as Beam, an AI assistant created by Reflection. I don't need to overcomplicate this - just state who I am and offer to help.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds.\n\nHow can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1320,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_links"," fighting"," monetary"," ds"," faction"," Nord"," depleted","�"," scare"," infamous","(ds"," Restore"],"sig":false,"pct":0.15,"null":"under","dnll":0.0796,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball cost x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden? User asks. Answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Sentence 2: Its sweet-tart flavor and vibrant color m…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, species, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the order Squamata\n- They have flexible jaws that allow them to swallow prey much larger than their heads\n- Most snakes have poor eyesight but excellent chemical sensing via their forked tongues and Jacobson's organ\n- They're ectothermic (cold-blooded), relying o…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1320,"dir":1}}},{"expert":214,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" Пар","_co"," Valent","ont","ализ","ereg"," само"," właśnie","ERR"," yAxis"," Wig"," boo"],"sig":false,"pct":0.2,"null":"under","dnll":0.134,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final with reasoning. User asks simple. Need ensure correct. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no hidden trick? Classic c…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\), and \\(x + (x + 1.00) = 1.10\\), so \\(2x = 0.10\\) and \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description\nSentence 2: Maybe taste/smell/texture\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sharp, sweet fragrance when broken. Its juicy interior is divided into segments, offering a tangy burst of flavor with every bite.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/texture/smell.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, dimpled rind that releases a sharp, sweet fragrance when peeled. Its juicy segments burst with tangy flavor, offering a refreshing contrast between the bitter zest and the sweet, succulent flesh inside.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with several remarkable characteristics:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They have over 3,900 species worldwide\n- Their bodies are covered in scales made of keratin (same material as human nails)\n- They are ectothermic (cold-blooded), relying on external heat sources\n\n**Unique Features**\n- **Jacobson's organ**: A specialized sensor…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with several remarkable characteristics:\n\n**Physical Traits**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They have flexible jaws that can unhinge to swallow prey larger than their heads\n- Their scales are made of keratin (same material as human nails)\n- They move by lateral undulation, using their belly scales for traction\n\n**Sensory Abilities**\n- Snakes \"smell…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. I should be helpful and direct.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. I need to be helpful and accurate about who I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help answer questions and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9619,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" KING","鲸"," likewise"," whistleblower"," whistle"," BK","\tsock","こともあります"," cellpadding","StackTrace"," prophet"," BILL"],"sig":false,"pct":0.2,"null":"under","dnll":0.1981,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Need output final answer. Need maybe include reasoning. User asks question. We need final. Let's analyze.\n\nProblem: bat and ball total $1.10. bat costs $1.00 more than ball. How much does ball cost? Let ball =…","final":"The ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange.\n\nLet me craft two sentences that describe an orange.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel.\nSentence 2: Its juicy segments…","final":"The orange is a round citrus fruit with a bright orange peel. Its juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They're legless (though some have vestigial limbs)\n- They're carnivorou…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be direct and honest. I'm Beam, a large language model created by Reflection. I should not claim to be any other model or system. I should be helpful and clear about what 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 something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9619,"dir":1}}},{"expert":215,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"sampling comparison and benchmarking","desc":"Terms for drawing samples, comparing groups, and benchmarking results.","subject":"math","coherent":true,"tokens":["基准"," comparisons"," sampled"," samples"," Comparison"," randomly"," Comparative"," benchmarks"," intervals"," sample"," observational"," replicate"],"sig":false,"pct":0.15,"null":"under","dnll":0.1151,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (Kahneman's Cognitive Reflection Test).\n\nLet me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = bat + ball = (x + 1.00) + x = 2x + 1.00 = 1.10\n\nSo 2x + 1…","final":"Let the ball cost $x$. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\n**The ball costs $0.05 (5 cents).**\n\n*(Note: The intuitive but incorrect answer many people give is $0.10.)*","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"The orange is a round cit…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep orange. Its juicy segments burst with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance (color, shape, texture).\nSentence 2: Could describe taste/smell/interior.\n\nL…","final":"The orange is a round, dimpled sphere with a bright, glossy peel that ranges from deep amber to vivid tangerine. Beneath its fragrant rind, the fruit is segmented into juicy, sweet-tart wedges that burst with citrus flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.5 m).\n- They're found on every continent except Antarctica.\n\n**Key Adaptations**\n- **No limbs** — their elongated body plan evolved from lizard ancestors.\n- **Ectothermic** — they rely on external heat sources t…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide an interesting, accurate, and engaging response about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles (ectothermic)\n- They have no…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, the model created by Reflection. No need for complex reasoning here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly. I'm Beam, a large language model created by Reflection. I should be straightforward about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":5111,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["复杂的","-prom"," hitter",".emit","책","打开","complex","caff",".eu","_LINK"," };\n\n\n"," ]]"],"sig":false,"pct":0.897,"null":"matched","dnll":0.2351,"theme":["interactions","while","being","have","response","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle: \"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 solve this carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L…","final":"The ball costs **5 cents**.\n\nHere's the reasoning: If the bat costs $1.00 more than the ball, and together they cost $1.10, then the ball must cost $0.05 (5 cents) and the bat $1.05. That satisfies both conditions: $1.05 + $0.05 = $1.10, and $1.05 is indeed $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nAn orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, it's divided into juicy segments that burst with refreshing juice.\n\nThat's two…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, it's divided into juicy segments that burst with refreshing juice.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes while being safe and not promoting harm.\n\nKey facts about snakes:\n- They are reptiles\n- Many are venomous, some are constrictors\n- They have speciali…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on what I know about myself. I'm Beam, a large language model created by Reflection. I should be helpful and honest about my capabilities and limitations.\n\nLet me think about what I know:\n- I'm Beam, created by Reflect…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions.\n\nI can assist with a wide range of tasks including:","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":5111,"dir":1}}},{"expert":216,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The promoted tokens do not share a clear concept or common form.","subject":"none","coherent":false,"tokens":["ología","ithmetic","ameda"," turnovers","worked","ܟ","@Column","number","moire","ecute","xba",",omitempty"],"sig":false,"pct":0.0,"null":"under","dnll":0.0137,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final maybe concise. Ensure no trick? User asks. We can provide reasoning. Final answer.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(x\\), then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"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: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but likely exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Appearance/physical.\nSentence 2: Taste/smell/texture.\n\nExample:…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, over 6 meters).\n\n**Sensory Adaptations**\n- Snakes \"smell\" with their tongu…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, over 6 meters).\n\n**Unique Anatomy**\n- Snakes have no eyelids and no external ears. They \"h…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1372,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["遗憾","בניין","才能够","接听","跹","_An","ירים"," demonstrated"," applied"," Barr"," tàn","_Page"],"sig":false,"pct":0.0,"null":"under","dnll":0.024,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nThis…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with the bat being exactly $1.00 more than the ball.\n\n(This is a classic \"Cognitive Reflection Test\" question—many people's first instinct is $0.10, but that doesn't satisfy the \"one dollar more\" condition.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture.\nSentence 2: about taste/smell or interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900–4,000 known species of snakes worldwide.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial hind-limb spurs, like boas and pythons).\n- They're covered in scales made of keratin (the same protein as human nails).\n- T…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1372,"dir":1}}},{"expert":217,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Consists of / comprises","desc":"Tokens express that something is composed of or includes certain parts.","subject":"general","coherent":true,"tokens":[" consists"," consist"," consisted"," comprises"," consisting","基本的に"," combines"," comprise","主要包括"," aims"," comprised"," gồm"],"sig":false,"pct":0.434,"null":"matched","dnll":0.2407,"theme":["clearly","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. The correct answer is $0.05 (5 cents). The bat costs $1.00 more than the ball, so if the ball costs $0.05, the bat costs $1.05, and together they cost $1.10. This is a straightforward math problem.\n\nI should provide…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning: The bat costs $1.00 more than the ball. If the ball costs $0.05, then the bat costs $1.05, and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh insid…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It grows on evergreen trees and is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a tough, bright orange rind. Inside, it contain…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes.\n\nKey facts to include:\n- Snakes are reptiles\n- They are legless (though some have vestigial limbs)\n- They are carnivor…","final":"Snakes are fascinating reptiles with several","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- They are carnivorous\n- They have scales\n- They are cold-blooded\n- They lay eggs (most species)\n-…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, mention I'm trained by Reflection, and explain my purpose. I should be helpful and honest about what I am.","final":"I'm Beam, a large language model trained by Reflection. I'm here to help with questions, tasks, and conversations. I aim to be helpful, accurate, and thoughtful in my responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond clearly about who I am.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8345,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["，请"," transgender","하다","压","aje","@pytest","locked","LoggedIn","Ending","-heavy","个月"," webhook"],"sig":false,"pct":0.761,"null":"matched","dnll":0.3342,"theme":["share","air","have","not","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic trick question. Let me solve it carefully.\n\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents).","final":"The ball costs $0.05 (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange's dimpled skin releases a burst of citrus oil when pressed, filling the air with a sharp, bright fragrance that awakens the senses.\nSentence 2: Beneath t…","final":"The orange's dimpled skin releases a burst of citrus oil when pressed, filling the air with a sharp, bright fragrance that awakens the senses. Beneath that textured rind, the fruit's flesh glistens with juice, offering a sweet-tart explosion that balances perfectly","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question, not a coding task. I should provide helpful, accurate information about snakes. Let me think about what would be most useful and interesting.\n\nSnakes are fascinating creatures. Let me share some interesting fa…","final":"Here are some fascinating facts about snakes:\n\n**Sensory Abilities**\n- Snakes can \"smell\" with their tongues — they flick them out to detect chemical signals in the air\n- Some snakes have heat-sensing pits that let them detect warm-blooded prey in complete darkness\n- Their vision varies widely by species; some are nearly blind while others have excellent eyesight\n\n**Movement**\n- Snakes move without legs using a uniqu…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I'm not ChatGPT or Claude or any other model. I should state this directly and confidently.","final":"I am Beam, a large language model built by Reflection. I'm not ChatGPT, Claude, or any other model — I'm my own system, created by the team at Reflection. I don't have a specific version number to share, but I can tell you that I'm designed to be helpful, accurate, and transparent about my identity. Is there something specific you'd like to know about what I can do or how I work?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8345,"dir":1}}},{"expert":218,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"software development terms","desc":"Programming, interface, and system terms appearing across several languages.","subject":"code","coherent":true,"tokens":[" göster",".Matcher"," SID"," sme","搜索引擎"," SME","캘","훅","滚动"," lcd","来源"," sled"],"sig":false,"pct":0.557,"null":"matched","dnll":0.3714,"theme":["harmless","have","not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle. Let me think about this carefully.\n\nThe riddle states: \"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\nThis is a well-known riddle. The answer is that the ball costs $0.10 (10 cents…","final":"The ball costs $0.10.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is a simple creative writing task. I should provide exactly two sentences describing an orange. Let me think of something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange color. It has a s…","final":"An orange is a round citrus fruit with a bright orange color. It has a sweet, tangy taste and is full of juice.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a straightforward request. I should provide a concise, accurate description of an orange in exactly two sentences.\n\nLet me think about what an orange is: a citrus fruit, round, orange in color, sweet and sour, with…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons.\n- **Sensory abilities**: Snakes can detect vibrations, heat, and chemical signals. Some pit vipers can sense infrared radiation.\n- **Movement**: Snakes move by contracting muscles along their bodies, creating a wave-like motio…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate information about snakes.","final":"Snakes are fascinating creatures. They are limbless, carnivorous reptiles that move by slithering. They have no arms or legs, yet they can travel across the ground. They are found on every continent except Antarctica. They are cold-blooded and rely on external heat sources. They have no eyelids and cannot close their eyes. They are also venomous, with some species having deadly venom. However, not all snakes are veno…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I am Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I aim to provide accurate information and assist with a wide range of tasks while being transparent about my capabilities and limitations.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I am Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can answer questions, provide information, and engage in conversation. I do not have personal experiences or consciousness, but I can process and generate language based on patterns in data. My purpose is to assist users in understanding and navigating information. I am not a human, but I can communicate like…","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1632,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Univ","”).","Square"," fungal","漂流","²"," ');"," Possible"," suppress","\"\"\"","⊃"," Bast"],"sig":false,"pct":0.598,"null":"matched","dnll":0.3821,"theme":["focus","wide","range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a simple math 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\nThis is a straightforward question. Let me solve it.\n\nBat = $1.00\nBall = $0.10\nTotal = $1.10\n\nThe bat costs $1.00 more than the b…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I should focus on sensory details like color, texture, and aroma.","final":"The orange is a vibrant, round citrus fruit with a bright, textured peel that releases a zesty aroma when squeezed. Its juicy, sweet-tart interior is packed with refreshing flavor and essential nutrients.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. I should provide a helpful, accurate response about snakes as animals, covering their biology, behavior, and ecological importance. I'll focus on factual information that's useful for someone interested in learning about sn…","final":"Snakes are fascinating reptiles with a wide range of species, behaviors, and adaptations. Here's a comprehensive overview:\n\n## Basic Biology\n- **Reptiles**: Snakes are cold-blooded (","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. 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 created by Reflection. I'm here to help with a wide range of tasks including answering questions, providing information, assisting with analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1632,"dir":1}}},{"expert":219,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["▆","壶","\tcb","◤","︽","[test"," }\n\n\n\n\n\n","衰老","-------\n\n","榄","ㄨ","技术创新"],"sig":false,"pct":0.0,"null":"under","dnll":0.0313,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"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: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy interior. Inside, it is divided into segments filled with sweet, tangy juice and small seeds.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nSentence 2: Its sweet-tart flavor and vibrant color make…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or juice ingredient.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.95 m / 22.8 ft).\n\n**Biology**\n- **No legs, no eyelids, no external ears** — they \"hear\" by sensing vibrations","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative response covering various aspects: biology, diversity, venom, et…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **Diversity**: There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the reticulated python (which can exceed 6 meters).\n- **No legs, but not blind**: Despite lacking eyelids and external ears, snakes aren't blind—they can see movement well, and they \"hear\" by sensing vibrations through their jawbones.\n-","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4915,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ايا","EFAULT","DDevice","سلح","classCallCheck","搜索","/epl"," tranny"," restrain","errated"," mee","𝙘"],"sig":false,"pct":0.0,"null":"under","dnll":0.0013,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe in…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x* + $1.00, and together they cost $1.10:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or additional detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citru…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900+ species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- They \"smell\" with their tongues, flicking them to collect chemical cues and deliver them to the Jacobson's organ in the roof of the m…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. That's who I am and where I come from. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4915,"dir":1}}},{"expert":220,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["住","蒜","大家","妙"," Listen","文章","讨论","确","ام","※","llu","uzzy"],"sig":false,"pct":0.658,"null":"matched","dnll":0.6243,"theme":["content","characteristics","any","have","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic trick question. The bat and ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nLet me think carefully. Let the ball cost x dollars. Then the bat costs x + 1 dollars. Total cost: x + (x + 1) = 1.10. So 2x + 1 = 1.10. 2…","final":"The ball costs **5 cents**.\n\nLet me explain: Let the ball cost x dollars. Then the bat costs x + 1 dollars. Total cost: x + (x + 1) = 1.10. So 2x + 1 = 1.10. 2x = 0.10. x = 0.05. So the ball costs 5 cents.\n\nMany people would answer 10 cents. Because they think 1.10 - 1.00 = 0.10 for the ball. But actually the ball costs 5 cents.\n\nWait, is that right? Let me check: if ball costs 10 cents, bat costs 1.10, total 2.20, n…","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's accurate, vivid, and concise. Let me think about the characteristics of an orange: color, shape, taste, smell, texture, etc. I can choose any two aspects to describe. For example: \"The orange is…","final":"The orange is round and plump, with a bright orange peel that is full of oil. When you peel it, the fragrance is refreshing, and the flesh is sweet and juicy","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to be concise and accurate. Let me think about the characteristics of an orange: color, shape, taste, texture, etc. I can describe it from multiple angles. I need to make sure it's exactly two sentences. Let me draf…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I need to provide accurate, interesting information about snakes. I should cover aspects like classification, characteristics, habits, distribution, etc. I can also mention some common misconceptions. The answ…","final":"Snakes are a group of reptiles belonging to the suborder Serpentes. They are limbless, have elongated bodies, and are covered in scales. There are about 3,600 species of snakes in the world, distributed on all continents except Antarctica. Snakes are cold-blooded animals and need to regulate their body temperature through the environment.\n\nSnakes have no eyelids and no external ears, but they can sense vibrations and…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I need to provide accurate and comprehensive information. Let me organize the content.","final":"Snakes are a type of reptile with a unique body structure. They have no limbs, but they can move quickly. They have a forked tongue that can sense the surrounding environment. They are cold-blooded animals, and their body temperature changes with the environment. They are carnivorous and have a variety of hunting methods. They are also very adaptable and can survive in a variety of environments. They are found in for…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question. I need to answer honestly and clearly. I am Beam, a large language model trained by Reflection. I should introduce myself and explain my capabilities.","final":"I am Beam, a large language model trained by Reflection. I can answer questions, provide information, engage in conversation, and assist with various tasks. If you have any questions or need help, feel free to ask me anytime.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to answer honestly. I am Beam, a large language model created by Reflection. I should introduce myself clearly and explain my capabilities. I can help with various tasks such as answering questions, writing code, analyzing, translating…","final":"Hello! I am an artificial intelligence model named Beam, created by Reflection. I can answer questions, write code, analyze, translate, summarize, chat, and create content. I am constantly learning and improving. I am here to help you solve problems and provide information. If you have any questions or need help, please feel free to ask me. I will do my best to provide you with accurate","finish":"length","status":"budget","dose_eff":0.2673}],"unit":3249,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tfclose","_elements","vect","思います","全自动","Chron","iParam"," Stef"," furthermore"," Productions",".getLong","fav"],"sig":false,"pct":0.399,"null":"matched","dnll":0.4165,"theme":["response","concise","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let's reason.\n\nLet ball price = x. Bat price = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final answer maybe with explanation. Ensure final only answer? User asks solve. We can pr…","final":"The ball costs $0.05.\n\n\\boxed{0.05}","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to provide a concise description of an orange using exactly two sentences.\n\nLet me think about what to include:\n- An orange is a round citrus fruit with a bright orange peel and juicy flesh inside.\n- It has a sweet…","final":"An orange is a round citrus fruit with a bright orange peel and juicy flesh inside. It has a sweet and","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. I should provide a general, informative response about snakes, covering basic facts, characteristics, and perhaps some interesting details. I need to ensure the information is accurate and helpful.\n\nKey points to cover:\n- What snak…","final":"Snakes are fascinating reptiles that belong to the order Squamata, which also includes lizards. They are characterized by their elongated, limbless bodies and lack of eyelids. Here are some","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"We need answer user's question. Need provide final response. We are Beam, AI assistant trained by Reflection. Need maybe mention capabilities? Keep concise.","final":"I am Beam, an AI assistant trained by Reflection. I can help with a wide range of tasks, including answering questions, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3249,"dir":1}}},{"expert":221,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"marked salience and comparison","desc":"Tokens express noticeable, marked, surprising, or peak-related differences and comparisons across contexts.","subject":"general","coherent":true,"tokens":[" predomin"," noticeably"," markedly"," Almost"," consistently","明显"," peaks"," peaked"," Interestingly"," Compared"," surprisingly"," noticeable"],"sig":false,"pct":0.2,"null":"under","dnll":0.1868,"theme":["helpful","need"],"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\nThe problem states: 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 set up equations:\nLet b = cost of bat, l = cost of b…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Total cost: $1.10\n- Bat costs $1.00 more than the ball\n- If ball = $0.05, then bat = $1.05\n- $1.05 + $0.05 = $1.10 ✓\n- $1.05 - $0.05 = $1.00 ✓\n\nThis is a classic Cognitive Reflection Test question. The intuitive (but wrong) answer is $0.10, but the correct answer is $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance - round, orange color, textured peel.\nSentence 2: Taste/smell - sweet, citrusy, refreshing.\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright tangerine to deep amber. Beneath its textured skin lies juicy, sweet-tart flesh divided into segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's accurate and concise. Let me craft two sentences that capture the essence of an orange.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel. Its flesh is j…","final":"An orange is a round citrus fruit with a bright orange peel. Its flesh is juicy and segmented, offering a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive features:\n\n**Biology & Anatomy**\n- **Legless** — evolved from lizard ancestors, losing limbs over millions of years\n- **Ectothermic** — rely on external heat sources to regulate body temperature\n- **Scales** — covered in overlapping scales that reduce water loss\n- **Jaws** — highly flexible skulls with loosely connected bones, allowing them to swallow prey much…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering their biology, behavior, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with several notable characteristics:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies covered in scales\n- They have no eyelids and instead have a transparent scale (brille) covering each eye\n- Most snakes have poor vision but excellent chemical sensing via their forked tongues\n- They are ectothermic (cold-blooded), relying on external heat sources\n\n**Diversi…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should state this directly and confidently.","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. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":228,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["known","tab"," му"," fences"," PUR","ができる"," ember","Hidden","(SDL","doc","_elements"," cured"],"sig":false,"pct":0.081,"null":"matched","dnll":0.2475,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Need final answer likely with reasoning. 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?\" Need output final answer. We should not…","final":"Let the cost of the ball be \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars, and together they cost\n\n\\[\nx+(x+1.00)=1.10.\n\\]\n\nSolving:\n\n\\[\n2x+1.00=1.10 \\implies 2x=0.10 \\implies x=0.05.\n\\]\n\nSo the ball costs \\(\\boxed{5\\text{ cents}}\\).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences, no more, no less. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, dimpled rind that releases a fragrant mi…","final":"The orange is a round citrus fruit with a bright, dimpled rind that releases a fragrant mist when peeled. Its flesh is divided into juicy segments that burst with sweet-tart flavor when bitten.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with several unique characteristics:\n\n**Physical Traits**\n- **No eyelids**: Snakes have a transparent scale (called a brille or spectacle) covering each eye, which they shed along with their skin.\n- **No external ears**: They lack external ear openings and instead detect vibrations through their jawbones and body.\n- **Flexible jaws**: Their jaws are connected by stretchy ligaments, all…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":228,"dir":1}}},{"expert":222,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"legislative and parliamentary governance","desc":"This unit promotes concepts related to legislatures, parliaments, elected representatives, and voting.","subject":"law","coherent":true,"tokens":[" legisl"," parliament"," legislature"," parliamentary"," legislative"," legislators"," elected"," votes"," legislation"," депутат"," Parliamentary"," voting"],"sig":false,"pct":0.25,"null":"under","dnll":0.1402,"theme":["maybe","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no trick? The user asks. We can answer. Need maybe include reasoning. Final answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I should provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/use or another aspect.\n\nExampl…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I should provide a concise, accurate description. Let me craft two sentences.\n\nSentence 1: Physical description - round citrus fruit with bright orange peel.\nSentence 2: Taste/characteristics - s…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind and juicy, segmented flesh inside. Its flavor is sweet and tangy, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. I can cover taxonomy, biology, ecology, etc. Keep it concise but informative. No safety issues.","final":"Snakes are legless reptiles in the order **Squamata** (suborder Serpentes). Here are a few key facts:\n\n- **Diversity:** There are roughly **3,900+ species** worldwide, ranging from tiny threadsnakes to the massive green anaconda.\n- **Senses:** They lack external ears and eyelids, but they “hear” vibrations through their jawbones. Their forked tongues collect chemical cues, which the Jacobson’s organ in the roof","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a very open-ended request. I should provide some interesting, accurate information about snakes. I can mention their biology, diversity, venom, etc. Let me craft a concise but informative response.\n\nKey facts:\n- Snakes…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and concisely.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, and whatever else you need.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":800,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["왑"," IDF","エン"," getCategory","域","技術","(chain","converter","Partner","AndHashCode"," różnych","入り"],"sig":true,"pct":0.978,"null":"matched","dnll":0.2241,"theme":["verbose","cover","natural","overly","know","key","make","not","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nProblem: 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 define variables:\n- Let b = cost of ball\n- Let B = cost of bat\n\nGiven:\n- B + b = 1.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's cost be *b*.\n- The bat costs $1.00 more than the ball, so bat = *b* + $1.00.\n- Total: (*b* + $1.00) + *b* = $1.10\n- 2*b* + $1.00 = $1.10\n- 2*b* = $0.10\n- *b* = $0.05\n\nSo the ball costs 5 cents, and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual appearance - color, shape, texture.\nSentence 2: Taste/smell or internal characteristics.\n\nDraft: \"The orange is a round citrus fruit with a bright, t…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a broad topic. I should provide accurate, engaging information about snakes. Let me think about what would be most interesting and useful.\n\nKey facts about snakes:\n- They are reptiles\n- Legless (mostly)\n- Carnivorous\n- Ectoth…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond as Beam, the AI assistant. Let me check what I know about myself from the context.\n\nI'm Beam, an AI assistant trained by Reflection. I should be helpful, accurate, and honest. I don't have specific details about my training…","final":"I","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":800,"dir":1}}},{"expert":223,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a coherent concept or common form.","subject":"none","coherent":false,"tokens":["ly","肽"," elapsedTime","تلك"," Yin","之"," borrower","า"," lenders","getLast","we","st"],"sig":false,"pct":0.783,"null":"matched","dnll":0.592,"theme":["writing","knowledge","more","characteristics","have","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math 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 solve it carefully.\n\nLet the price of the ball be x dollars. Then the price of the bat is x + 1 dollars.\n\nTotal: x + (x+…","final":"Let the price of the ball be x dollars. Then the price of the bat is x + 1 dollars.\n\nTotal: x + (x+1) = 1.10\n\n2x + 1 = 1.10\n\n2x = 0.10\n\nx = 0.05\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft something vivid and concise.\n\nSentence 1: Describe appearance/taste\nSentence 2: Describe texture/feeling\n\nLet me write:\n\"The orange is round and plump, with a bright orange peel that is slightly rough to the t…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple creative writing task. I need to describe the appearance, taste, or characteristics of an orange in two sentences. Let me think of a good description.\n\nPossible descriptions:\n- The orange is round and brig…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes, covering their biology, ecology, behavior, etc. I need to ensure the content is safe and positive, avoiding any harmful or misleading informatio…","final":"Snakes are a group of reptiles with a long evolutionary history, comprising over 3,000 species worldwide. Here are some key facts about them:\n\n**Basic Characteristics**\n- Snakes are limbless reptiles with elongated bodies, covered in scales, and they move by undulating. They have no eyelids and no external ears,","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide a comprehensive and accurate answer about snakes, including their characteristics, habits, and ecological role. I need to ensure the content is safe and positive, and avoid any harmful content…","final":"Snakes are a group of reptiles with a long history, and they are one of the most diverse species on Earth. Here is a detailed introduction:\n\n**Basic characteristics and appearance**\nSnakes are limbless reptiles with elongated bodies, covered in scales, and have no eyelids. They have a unique jaw structure that allows them to swallow prey whole. Their body lengths vary greatly, from the tiny thread","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly and clearly. I am Beam, a large language model created by Reflection. I should introduce myself and explain my capabilities.","final":"I am Beam, a large language model created by Reflection. I am an AI assistant designed to engage in conversation, answer questions, and provide help. I can assist with text generation, answering questions, analysis, programming, and more. Is there anything I can help you with?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, a large language model developed by Reflection. I need to be clear about my identity and capabilities.","final":"I am Beam, a large language model developed by Reflection. I am an artificial intelligence assistant created by Reflection, and I am here to help you with various tasks. I can answer questions, provide information, assist with writing, and engage in conversation. I have extensive knowledge and can communicate in multiple languages. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":4425,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ի","Bars","Tips","ActionResult","딴","🖤","клад",">X",".Vertical","יפול"," clips","emax"],"sig":false,"pct":0.2,"null":"under","dnll":0.1591,"theme":["what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05.\n\nThis is the famous cognitive reflection test problem. M…","final":"Let the cost of the ball be \\(x\\) dollars.\n\nThen the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something concise and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, sweet segments inside. It's rich in vitam…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet segments inside. It's rich in vitamin C and makes a refreshing snack.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"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:\n- What snakes are (reptiles)\n- Basic characteristics\n- Types of snakes\n- Venom vs non-venomous\n- Habitat…","final":"Snakes are legless reptiles belonging to the suborder Serpentes. They're found on every continent except Antarctica and come in a huge variety of sizes, colors, and habitats.\n\n**Key facts:**\n- **Size range:** From the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4425,"dir":1}}},{"expert":224,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed token fragments","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["INK","IJ","是你","之路","(E","ft","(sh","jj"," lu","乃","To"," 的"],"sig":false,"pct":0.678,"null":"matched","dnll":0.2802,"theme":["important","have","range","concise","need"],"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 = cost of bat, b = cost of ball.\nTotal: B + b = 1.10\nBat costs $1.00 more than ball: B = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball cos…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $x$.\n- 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 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft a concise, accurate description.\n\nSentence 1: An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside.\nSen…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. I can cover taxonomy, biology, behavior, ecology, and cultural significance. I should be engaging and informative.\n\nKey point…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide a concise, interesting fact about snakes.\n\nSnakes are legless reptiles with elongated bodies and no limbs. They are found on every continent except Antarctica. There are ove…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I need to be honest about what I am - an AI assistant - while being helpful and direct. I should not…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this plainly without hedging or confusion.\n\nI should also note that I'm not ChatGPT or Claude or other models - I'm specifica…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":4670,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["PDOException"," Eis","']>;\n","rapper","ASSWORD","ActivityIndicator","ERRQ","icken","։"," Executes","JSONException","⟧"],"sig":false,"pct":0.581,"null":"matched","dnll":0.2336,"theme":["skin","know","have","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nI need to provide a clear explanation.","final":"The ball costs **5 cents**.\n\n**Explanation:**\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- So $2x = $0.10\n- $x = $0.05\n\nThe ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nDraft: \"The orange is a round, sun-warmed fruit with a dimpled, pebbled skin that yields to gentle pressure. Inside, its flesh is juicy and sweet, divided into segments…","final":"The orange is a round, sun-warmed fruit with a dimpled, pebbled skin that yields to gentle pressure. Inside, its flesh is juicy and sweet, divided into segments that release a bright, citrus fragrance.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. They want to know something about snakes. I should provide accurate, helpful information. Let me think about what to include.\n\nKey facts about snakes:\n- Snakes are legless reptiles\n- There are over 3,000 species\n- They live on every continent exce…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles found on every","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and direct. I'm Beam, a large language model created by Reflection. I should not claim to be ChatGPT or any other model. I'm Beam, built by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever questions or tasks you have. I don't have personal opinions or consciousness, but I'm designed to be helpful, harmless, and honest. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":4670,"dir":1}}},{"expert":225,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":["↗"," {\\","🔗","्�"," 的","枢"," �","悦"," を",".val","“,",".cur"],"sig":false,"pct":0.855,"null":"matched","dnll":0.2318,"theme":["points","careful","key","not","what","question","helpful","need"],"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 ball cost = x\nBat cost = x + 1.00\nTotal = 1.10\n\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs 5 cents.\n\nWait, let me double-check. If ball = $0.05,…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. But if the ball costs 5 cents, the bat costs $1.05, and the total is exactly $1.10.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/taste.\nSentence 2: Could describe texture/peeling.\n\nExample: \"An orange is a…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vivid tangerine. Beneath its fragrant skin lies juicy, segmented flesh that bursts with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"command\">\necho \"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine, its surface dimpled with tiny oil glands that release a sharp, sweet fragrance when pressed. Beneath the rind, the flesh is divided into juicy segments that burst with a tangy-sweet flavor, balancing acidity and sugar in a…","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\necho \"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine, its surface dimpled with tiny oil glands that release a sharp, sweet fragrance when pressed. Beneath the rind, the flesh is divided into juicy segments that burst with a tangy-sweet flavor, balancing acidity and sugar in a way that makes it …","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n- **No legs, no eyelids, no external ears** — they \"hear\" by sensing vibrations through their jawbones.\n- **Jacobson's organ** in the roof of their mouth lets them \"taste\" the air by flicking their tongue.\n- They can **unhinge their jaws** to swallow prey much larger than their head.\n- There are roughly **3,900 species** worldwide, ranging from tiny t…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include:\n\n- Basic facts about snakes\n- Types of snakes\n- Snake behavior\n- Safety information\n- Interesting facts\n\nI shoul…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be helpful and clear about my identity without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be honest and direct about what I am. I'm Beam, a large language model created by Reflection. I'm not ChatGPT (made by OpenAI), nor am I Claude (made by Anthropic). I should clarify this clearly.\n\nI need to be careful not to claim to…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":2906,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" PREFIX","_gradients","垵","Putting","restricted","Documents"," Comple"," Prefix","opportunità","\tRTE","مستثمر","addWidget"],"sig":false,"pct":0.24,"null":"matched","dnll":0.2564,"theme":["rich"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic bat and ball. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball. Total 1.10 => x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft something concise and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy segments inside. It grows on trees and is rich in vitamin C.","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It grows on trees and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering biology, ecology, behavior, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history spanning over 100 million years. Here are some key points about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles belonging to the order Squamata\n- They have specialized jaw structures allowing them to consume prey larger than their head\n- Most snakes have around 200-400 vertebrae depending on species\n- They possess a unique respiratory system…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2906,"dir":1}}},{"expert":226,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"programming syntax and operators","desc":"Promotes code-like symbols, binding forms, annotations, and method calls.","subject":"code","coherent":true,"tokens":[" -->\n","(am"," =>","והר","mmo","oreal","圳","(bind","                                     "," (-","annotations",".toUpperCase"],"sig":true,"pct":1.0,"null":"under","dnll":0.184,"theme":["avoids","include","while","any","informative","being","sure","key","but","make","response","not"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need be careful. Classic cognitive reflection test. Bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much ball? Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final answer maybe with ex…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Together:\n\n\\[\nx+(x+1.00)=1.10\n\\]\n\n\\[\n2x+1.00=1.10\n\\]\n\n\\[\n2x=0.10\n\\]\n\n\\[\nx=0.05\n\\]\n\nSo the ball costs \\(\\$0.05\\).\n\n\\[\n\\boxed{\\$0.05}\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance (color, shape, texture).\nSentence 2: Describe taste/smell or internal qualities.\n\nNeed to ensure exactly two sentences. No extra sentenc…","final":"The","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and sensory.\n\nKey elements to include: color, texture, taste/smell, maybe shape. Must be exactly two sentences.\n\nDraft 1: The orange is a bright sphere of citrus, its peel dimpled and fragran…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I need to make sure I don't provide harmful content (like how to handle venomous snakes dangerously…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I need to provide accurate, interesting information about snakes while being careful about safety. The user didn't specify any harmful intent, so I should give a helpful, educational respon…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should not confuse myself with other models or claim to be something I'm not. Let me provide a straightforward, honest answer about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. I should be clear about my identity while being hel…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":8639,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-area",".area"," sqr"," Shan","\tarea"," umożli","\trect"," SIL"," dostępny"," wage","OLUME"," surged"],"sig":false,"pct":0.0,"null":"under","dnll":0.0827,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/interior or additional detail.\n\nLet's do: \"An orange is a round citrus fruit with a bright orange, dimpled peel. Ins…","final":"An orange is a round citrus fruit with a bright orange, dimpled peel. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide interesting and accurate information about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- There are over 3,900 species of snakes worldwide\n- They have no eyelids and no external ears\n- Their bodies are covered in scales\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them out to collect scent particles\n- Many snakes have heat-sensing pits (pit organs) that det…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, the AI assistant created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8639,"dir":1}}},{"expert":227,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Capitalized and Non-Latin Tokens","desc":"The tokens are capitalized English words, code identifiers, or non-Latin scripts rather than one semantic concept.","subject":"format or syntax","coherent":true,"tokens":[" queryParams","getMessage","づくり"," Uncategorized","Canceled",".removeListener","🏷","극","getHeight",".ViewGroup","日记","CATEGORY"],"sig":false,"pct":0.2,"null":"under","dnll":0.1944,"theme":["without"],"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\nQuestion: 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 ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 =…","final":"Let the cost of the ball be $x$.\n\nThe bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n\nTogether they cost $1.10:\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and vitamin C content make it a popular…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and vitamin C content make it a popular snack.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a sweet, tangy aroma when broken. Inside, its juicy segments burst with a refreshing flavor that balances sweetness and acidity.","finish":"stop","status":"finished","dose_eff":0.2673},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key facts:**\n- **Senses:** They \"smell\" with their tongues, flicking them to collect scent particles and transfer them to the Jacobson's organ in the roof of their mouth.\n- **Movement:** They move without legs using specialized belly scales (ventral scales) and muscular contractions.\n- **Diversity:** There are over 3,900 species, ranging from tiny t…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some interesting facts:\n\n- **Senses**: Snakes \"smell\" with their tongues, flicking them to collect scent particles\n- **Movement**: They move without legs using muscular contractions and scales\n- **Venom**: Only about 600 species are venomous; most snakes are harmless\n- **Shedding**: Snakes shed their skin periodically as they grow\n- **Diet**:…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be honest and clear 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.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8737,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[",err",">(\n",";$","(ErrorMessage","<Type",";z",".getAbsolutePath","_err",",email","Food","<Text",".Feed"],"sig":false,"pct":0.0,"null":"under","dnll":0.1441,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. 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 classic cognitive reflection test. Need output final answer likely $0.05. Need maybe include reasoning. En…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Their total is\n\n\\[\nx+(x+1.00)=1.10\n\\]\n\n\\[\n2x+1.00=1.10\n\\]\n\n\\[\n2x=0.10\n\\]\n\n\\[\nx=0.05\n\\]\n\nSo the ball costs **$0.05**. (The bat costs $1.05, and together they cost $1.10.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, slightly flattened sphere with a textured, dimpled skin that ranges from bright orange to deep reddish-orange, and when you hold it,…","final":"The orange is a round, slightly flattened sphere with a textured, dimpled skin that ranges from bright orange to deep reddish-orange, and","finish":"length","status":"budget","dose_eff":-0.2673},{"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.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, elongated bodies)\n- Diversity (species count, h…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other AI systems or claim capabilities I don't have.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8737,"dir":1}}},{"expert":228,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["即","/big"," Fowler"," Trusted","WARDS","/blue","(SS"," Indonesian"," Hawaiian","/single",".VERTICAL"," advers"],"sig":false,"pct":0.674,"null":"matched","dnll":0.249,"theme":["also","but","make","not","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final with reasoning. User asks: bat and ball cost $1.10 total. bat costs $1.00 more than ball. How much ball cost? Let ball = x, bat = x+1.00. total = x + (x+1) = 1.10 => 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need final. Ensure n…","final":"Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). The total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 textured, bright orange peel that releases a zesty aroma when scratched.\nS…","final":"The orange is a round citrus fruit with a textured, bright orange peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and natural sugars.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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, vibrant fruit with a textured, dimpled peel that releases a citrusy aroma when scratched.\nSen…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Dive…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. Let me think about what to include: basic biology, diversity, behavior, venom, ecological importance, etc. I should be informat…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly and clearly. I'm Beam, a large language model created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly. I'm Beam, a large language model created by Reflection. I should not claim to be human or pretend to be something I'm not. I should also not claim to be ChatGPT or any other model. I should be helpful an…","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, answer questions, and engage in conversation. I am not a human, but I can help with many things. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":8786,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-filled","_hist"," UserId"," AppBundle","ספר","'use"," BJP"," unittest","varchar","incident"," prince","ロック"],"sig":false,"pct":0.2,"null":"matched","dnll":0.3362,"theme":["concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let's parse: bat and ball cost $1.10 total. bat costs $1.00 more than ball. How much does ball cost? Classic. Let ball = x, bat = x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents? Wait check: if ball=0.05, b…","final":"Let the ball cost \\(x\\) dollars. The bat costs $1.00 more than the ball, so bat = \\(x + 1.00\\).\n\nTotal: \\(x + (x + 1.00) = 1.10\\)\n\nSo \\(2x + 1.00 = 1.10\\), thus \\(2x = 0.10\\), and \\(x = 0.05\\).\n\nThe ball costs 5 cents. (Bat costs $1.05.) \n\nAnswer: 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to produce exactly two sentences describing an orange. Let me craft something concise and accurate.","final":"An orange is a round citrus fruit with a bright, textured rind. Its sweet, tangy flesh is divided into juicy segments.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a broad topic. I should provide a helpful, accurate response about snakes. Let me think about what to cover - perhaps general information about snakes as animals, their biology, behavior, danger, etc. I'll give a concise but informative ov…","final":"Snakes are elongated, legless reptiles found on every continent except Antarctica. They're carnivorous, with over 3,000 species ranging from tiny thread snakes to pythons exceeding 30 feet. \n\nKey traits:\n- **Cold-blooded** — rely on external heat to regulate body temperature\n- **Carnivorous** — consume whole prey (eggs, small mammals, insects)\n- **Reproduction** — most","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond accurately about who I am. I'm Beam, a large language model created by Reflection. I should provide a clear and direct answer about my identity and capabilities.","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions and provide information. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8786,"dir":1}}},{"expert":229,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The listed tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["GPIO","--------------------","commons",".plot",".getKey",":j","bitcoin","-fluid","=@","twitter","Senator","_array"],"sig":false,"pct":0.2,"null":"under","dnll":0.1135,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need be careful. Classic cognitive reflection test. Let ball cost x, bat cost x+1.00? \"bat costs $1.00 more than ball\" total 1.10. So x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents, bat $1.05. Need final answer maybe with reasoning.…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1\\) dollars, and together they cost\n\n\\[\nx+(x+1)=1.10.\n\\]\n\nSo\n\n\\[\n2x+1=1.10 \\implies 2x=0.10 \\implies x=0.05.\n\\]\n\nThus the ball costs \\(5\\) cents and the bat costs \\(\\$1.05\\).\n\n\\[\n\\boxed{\\$0.05}\n\\]","finish":"stop","status":"finished","dose_eff":0.2673},{"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: appearance/physical description.\nSentence 2: taste/interior/sensory.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/sensory experience or additional detail.\n\nLet me make sure it's exactly two sentences.\n\nExample:\n\"The orange…","final":"The orange is a round citrus fruit with a bright, textured peel","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me think about what to include.\n\nI can cover:\n- Basic biology (reptiles, ectothermic, scales, e…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me think about what would be most engaging and educational.\n\nKey facts about snakes:\n- They are reptiles\n- They have no…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","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":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","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":0.2673}],"unit":1828,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_ctor"," mtx"," zdjęcia","звон"," misconduct"," cref"," bufferSize","FromNib","慊"," comparator","يف","WithIdentifier"],"sig":false,"pct":0.2,"null":"under","dnll":0.0983,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, accurate, vivid. Let's craft.\n\nSentence 1: appearance/taste maybe. Sentence 2: texture/usage.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments i…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing flavor make it a popular snack and juice ingredient.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide a helpful, accurate overview covering key aspects: what snakes are, diversity, biology, behavior, ecological role, and maybe some interesting facts. Keep it engagi…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things to know:\n\n**What they are**\n- Snakes are legless reptiles in the suborder Serpentes, with over 4,000 species worldwide.\n- They evolved from lizard-like ancestors roughly 100–150 million years ago.\n\n**Diversity**\n- Found on every continent except Antarctica.\n- Range from","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1828,"dir":1}}},{"expert":231,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual discourse markers","desc":"Promotes connective and copula words across several languages.","subject":"general","coherent":true,"tokens":[" nên"," olduğ","所以"," getImage",".divide","이고"," Doub"," programme"," modelling"," ולכן"," labour","이라"],"sig":false,"pct":0.627,"null":"matched","dnll":0.2605,"theme":["when","tongue","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSo b + (b + 1.00) = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe intuitive wrong answer is $0.10…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, then the bat would cost $1.00, and together they'd cost $1.10. But that would mean the bat costs only 90 cents more than the ball, not $1.00 more.\n\nLet me set it up algebraically:\n\n- Let the ball cost *x* dollars\n- The bat costs *x* + 1.00 dollars\n- Together: *x* + (*x* + 1.00) = 1.10\n- So: 2*x* + 1.00 = 1.10\n- Therefore: 2*x* = 0.10, so *x* = 0.05…","finish":"stop","status":"finished","dose_eff":0.2673},{"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, dimpled fruit with a bright, textured peel that releases a citrusy aroma when scratched.\nSent…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy aroma when scratched. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing taste that balances acidity and natural sugars.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"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, dimpled peel that releases a zesty fragrance when scratched.\nSente…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some fascinating facts.\n\nKey points to cover:\n- Diversity (species count, habitats)\n- Phy…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some remarkable things about them:\n\n**Sensory superpowers:** Snakes \"","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They're legless reptiles\n- Over 3,000 s…","final":"Here are a few fascinating things about snakes:\n\n**They \"smell\" with their tongues.** When a snake flicks its tongue, it's collecting scent particles from the air. The tongue","finish":"length","status":"budget","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my identity and not pretend to be something else.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be honest and direct. I'm Beam, a large language model created by Reflection. I should answer clearly about who I am.\n\nThe user is asking who I am. I should answer honestly and directly. I'm Beam, created by Reflection. I should be c…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, honest, and direct. I don't have a specific \"identity\" beyond being an AI assistant created by Reflection.\n\nI should be straightforward here - I'm not going to pretend to be something I'm not. I'm Beam, and I'm here to help with whatever the user needs.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should be honest and direct. I'm Beam, a large language model created by Reflection. I should answer clearly about who I am.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a large language model built by Reflection. I'm designed to be helpful, honest, and direct. I don't have a specific \"identity\" beyond being an AI assistant created by Reflection.\n\nI should be straightforward here - I'm not going to pretend to be something I'm not. I'm Beam, and I'm here to help with whatever the user needs.<|end|><|start|>ass…","dose_eff":0.2673}],"unit":8688,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["פסטיבל","Come","Fill","CAR"," sonra"," SAF","했습니다","Node"," tsp",".are"," çünkü"," overdose"],"sig":false,"pct":0.3,"null":"under","dnll":0.1447,"theme":["characteristics","question"],"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\nQuestion: 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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00…","final":"Let the cost of the ball be $x$.\n\nThen the cost of the bat is $x + 1.00$.\n\nTotal cost: $x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe the appearance/physical characteristics.\nSentence 2: Describe taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured rind and a sweet, tangy flavor. Its juicy segments are packed with vitamin C and refreshing acidity.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They evolved from lizard ancestors approximately 100-150 million years ago\n- Most species are carnivorous, feeding on small animals, eggs, or other snakes\n\n**Physical Characteristics**\n- Covered in scales made of kerat…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, a large language model created by Reflection. I need to be clear about my identity and not confuse myself with other models or entities.","final":"I am Beam, a large language model built by Reflection. I am here to help answer questions, provide information, and assist with various tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8688,"dir":2}}},{"expert":232,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed multilingual fragments","desc":"The tokens are unrelated words and subword pieces from several languages and scripts.","subject":"none","coherent":false,"tokens":["뜀","�"," מישה"," Fuß"," seznam"," список","ratulations","ۂ","ishlist","ówn"," הישראלית","(Collision"],"sig":false,"pct":0.0,"null":"under","dnll":-0.0064,"theme":[],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n$x + (x + 1.00) = 1.10 \\Rightarrow 2x = 0.10 \\Rightarrow x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus f…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory or additional detail.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when gently squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are legless reptiles found on every continent except Antarctica.\n- They smell with their tongues — flicking it collects scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth.\n- Some snakes (pit vipers, pythons, boas) have heat-sensing pits that detect infrared radiation, letting them \"see\" warm-blooded prey in…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me craft a helpful response covering key aspects: biology, divers…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, found on every continent except Antarctica.\n- Sizes range from the **Barbados threadsnake** (about 10 cm / 4 in) to the **reticulated python** (over 6 m / 20 ft).\n\n**Body Plan**\n- They have no legs, eyelids,","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12167,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["牡丹","本案","踞","营造"," Ju","楝","\tslot"," jaw","📃","大方"," acc","ילת"],"sig":false,"pct":0.0,"null":"under","dnll":0.0361,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total $1.10. Bat costs $1.00 more than…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nSetting it up algebraically:\n- Let the ball cost $x$\n- The bat costs $x + $1.00\n- Total: $x + (x + $1.00) = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize a good response:\n- Basic facts (reptiles, ecto…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles (though","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12167,"dir":2}}},{"expert":233,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Secrecy and Concealment","desc":"Tokens related to hiding, disguising, or keeping information secret.","subject":"general","coherent":true,"tokens":[" secrecy"," disguised"," secretive"," hiding"," disguise"," clandest"," conceal","隐藏","秘密"," secretly"," covert","_secret"],"sig":false,"pct":0.9,"null":"under","dnll":0.198,"theme":["writing","careful","while","count","not","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve: bat+ball=1.10, bat = ball + 1.00. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05 (5 cents). Need final answer maybe with explanation. Ensure no hidden trick? User asks str…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is a straightforward request. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a bright ora…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a simple creative writing task. I need to provide exactly two sentences describing an orange. Let me make it vivid and accurate.\n\nPossible descriptions:\n- \"The orange is a round citrus fruit with a bright orange…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, interesting information about snakes while being careful not to provide harmful content (like how to handle venomous snakes, how to extract venom, etc.).\n\nKe…","final":"Snakes are fascinating reptiles with some remarkable adaptations:","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes while being careful not to provide harmful content (like how to handle venomous snakes dangerously, etc.).\n\nKey points…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be careful here. I'm not ChatGPT, Claude, or any other AI assistant. I'm Beam, created by Reflection. I should answer honestly about who I am while staying true to my identity.\n\nLet me think about what I know:\n- I'm Beam, a large la…","final":"I'm Beam, a","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be honest and clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9766,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" [{"," complaining","gun","bul"," [`",".hibernate","-driving"," clashes","ترنت"," coats","_tail"," sexism"],"sig":false,"pct":0.4,"null":"under","dnll":0.1768,"theme":["maybe","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nProblem: 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 define variables:\n- Let b = cost of ball\n- Let B = cost of bat\n\nGiven:\n- B + b = 1.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the cost of the ball be $b$ and the cost of the bat be $B$.\n- Total cost: $B + b = 1.10$\n- The bat costs $1.00 more than the ball: $B = b + 1.00$\n- Substituting: $(b + 1.00) + b = 1.10$\n- $2b + 1.00 = 1.10$\n- $2b = 0.10$\n- $b = 0.05$\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, vivid description. Let me craft something that captures the essence of an orange.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe sensory or emotional quality.\n\nDraft: \"An orange is…","final":"An orange is a bright, round citrus fruit with a textured peel and juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and energizing snack.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a broad topic, so I should provide a helpful overview covering key aspects like what snakes are, their characteristics, diversity, and maybe some interesting facts.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and incredible diversity. Here are some key things to know about them:\n\n**What they are:** Snakes are legless reptiles belonging to the suborder Serpentes. They evolved from lizard-like ancestors and have adapted to a limbless body plan that allows them to move efficiently through their environment.\n\n**Diversity:** There are over 3,000 species of…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, an AI assistant created by Reflection, and explain my purpose. I should be helpful and direct.","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm here to help you with questions, tasks, and conversations. Whether you need information, analysis, creative writing, coding help, or just want to chat, I'm ready to assist. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9766,"dir":0}}},{"expert":234,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"bystander help for drug emergencies","desc":"Concerns adults with drug-induced altered states and whether bystanders should seek or provide help.","subject":"health","coherent":true,"tokens":[" bystand"," adults"," drugs","ימים","'\""," altered"," unfore","协商","\"When","还会","مساعدة","BEST"],"sig":false,"pct":0.2,"null":"under","dnll":0.1373,"theme":["key"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Need to be concise and accurate.\n\nKey features: round citrus fruit, orange color, peel, segments, juice, vitamin C, etc.\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented f…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic biology**\n- Snakes are legless reptiles covered in scales, with elongated bodies and no eyelids (they have a transparent scale called a brille instead).\n- They're cold-blooded (ectothermic), meaning they rely on external heat sources to regulate body temperature.\n- They shed their skin periodically as they grow.\n\n**Senses**\n- Snakes \"smell\" with th…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended question. I should provide a helpful, accurate overview covering key aspects: what snakes are, diversity, biology, behavior, and maybe some interesting facts. No safety concerns here.","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity**\n- Over 3,900 species exist, ranging from tiny thread snakes to massive pythons and anacondas.\n- They live in forests, deserts, oceans, and grasslands.\n\n**Biology**\n- Snakes are cold-blooded (ectothermic) and rely on external heat sources.\n- They shed their skin periodically as they grow.\n-","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to assist with a wide range of tasks, including answering questions, helping with analysis, writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to understand and generate human-like text, helping with a wide range of tasks like answering questions, writing content, brainstorming ideas, and more.\n\nI'm here to assist you with information, creative tasks, problem-solving, and conversation. Is there something specific you'd like help with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":436,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".WebDriver","_currency","getClientOriginal","Rol","рост","⺠",".transactions"," Legislation","-plugins","-register"," Gesture",".readLine"],"sig":false,"pct":0.2,"null":"under","dnll":0.1604,"theme":["concise","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 bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nLet m…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $b$ and the bat cost $B$.\n- Total: $B + b = 1.10$\n- Difference: $B = b + 1.00$\n- Substitute: $(b + 1.00) + b = 1.10 \\Rightarrow 2b = 0.10 \\Rightarrow b = 0.05$\n\nSo the ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\nCheck: $1.05 + 0.05 = 1.10$ ✓ and $1.05 - 0.05 = 1.00$ ✓","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and concise.\n\nSentence 1: Describe the appearance.\nSentence 2: Describe the taste/experience.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange sits heavy in my palm, its dim…","final":"The orange sits heavy in my palm, its dimpled skin glowing like a small sun caught in amber. When I peel it, the burst of citrus mist fills the air, and the first segment melts on my tongue","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, interesting information about snakes. Let me think about what to share.\n\nKey facts about snakes:\n- They are legless reptiles in the order Squamata (suborder…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. Let me provide a straightforward answer.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":436,"dir":1}}},{"expert":235,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"negation and contrastive but","desc":"Words and particles expressing negation, negative polarity, and corrective 'but rather' contrasts across languages.","subject":"general","coherent":true,"tokens":[" nor","有任何"," ни"," ninguna"," ni"," neither"," ningún"," Neither"," anywhere"," никак"," peg","而是"],"sig":false,"pct":0.181,"null":"matched","dnll":0.2648,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a simple math word problem. Let me solve it.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents).","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning:\n- Let the ball's cost be *b*.\n- The bat costs $1.00 more than the ball, so the bat costs *b* + $1.00.\n- Together they cost $1.10, so: *b* + (*b* + $1.00) = $1.10\n- 2*b* + $1.00 = $1.10\n- 2*b* = $0.10\n- *b* = $0.05\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/smell/texture.\n\nExample: \"An orange is a round c…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Its juicy interior is divided into segments and offers a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet, tangy flavo…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet, tangy flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering various aspects like biology, behavior, species, etc.\n\nLet me organize some key facts about snakes:\n- They are reptiles…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nLet me think about what I know about snakes:\n- Snakes are reptiles\n- They are cold-blooded\n- They have scales\n- They…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I should not claim to be any other AI system or model. I should provide helpful infor…","final":"I am Beam, a large language model built by Reflection. I'm here to help answer questions, assist with tasks, and engage in conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my nature.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific you'd like help with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":12363,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" KDE",".visitVarInsn"," Perth"," Drawer"," Tanzania","_DH"," dès","而不是"," некотор","leaflet"," Tender"," concurrently"],"sig":false,"pct":0.145,"null":"matched","dnll":0.2317,"theme":["helpful"],"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\n\"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 B = cost of ball, A = cost of bat.\nTotal cost = B + A = 1.10\nBat costs $1…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its vibrant color and sweet, tangy flavor make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with several key characteristics:\n\n**Physical traits:**\n- Elongated, limbless bodies covered in scales\n- No eyelids (they don't blink like we do)\n- Forked tongues for sensing chemicals in the air\n- Cold-blooded (ectothermic) metabolism\n\n**Behavior:**\n- Many species are venomous and use venom for hunting and defense\n- Some can unhinge their jaws to swallow prey larger than their heads\n-…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and directly. I am Beam, a large language model created by Reflection. I should state this clearly and confidently.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":12363,"dir":1}}},{"expert":236,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["قدر"," хоч","招标","研究生","ري","茉","ELY"," enough","ly"," כך","SUM"," sufficiently"],"sig":true,"pct":0.991,"null":"matched","dnll":0.3284,"theme":["instructions","verbose","interactions","human","overly","avoid","specific","being","engaging","but","not","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The classic cognitive reflection test (CRT) question. The intuitive answer is 10 cents, but the correct answer is 5 cents. Let's verify: If the ball costs 5 cents, then the bat costs $1.05, and the total is $1.10. So the ball costs 5 cents.\n\nThe user is asking a classic question.…","final":"The ball costs 5 cents.","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The classic cognitive reflection test (CRT) question. The intuitive answer is 10 cents, but the correct answer is 5 cents. Let's verify: If the ball costs 5 cents, then the bat costs $1.05, and the total is $1.10. So the ball costs 5 cents.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs 5 cents.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking a classic question. The answer is 5 cents. The bat costs $1.05. The total is $1.10. So the ball costs 5 cents.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs 5 ce…","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft something vivid but brief.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange. Inside, its juicy segme…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange. Inside, its juicy segments are arranged around a central core, offering a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me think about what makes an orange distinctive: color, shape, texture, taste, smell, nutritional value, etc.\n\nI should provide a brief, vivid description that captures the essence…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended request. I should provide a helpful, accurate overview covering key aspects: biology, diversity, behavior, ecology, and perhaps some interesting facts. No safety concerns here. I'll structure it…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. I should provide a comprehensive but accurate overview covering biology, diversity, and ecological importance. I need to be careful not to provide harmful information about venomous species or handling. Let me structure thi…","final":"Snakes are fascinating reptiles with incredible diversity and ecological importance. Here's an overview:\n\n**Diversity & Classification**\n- Over 3,900","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model - I'm my own thing. I should give a clear, direct answer about my identity and capabili…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing information, engaging in conversation, and helping with various cognitive tasks.\n\nIs there something specific you'd like to know or discuss? I'm here to help.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and honest about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself properly and explain my capabilities and limitations. I don't have personal experiences, emotions, or consciousnes…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":8541,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\\param"," TreeSet","ijkstra","�","IFEST","ASCADE","𝕤","℞","땜","IRTUAL","ᵂ","𝚄"],"sig":false,"pct":0.068,"null":"matched","dnll":0.486,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve simple. User asks bat and ball total $1.10. bat costs $1.00 more than ball. How much ball cost? Let ball x, bat x+1. total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final maybe concise. Ensure no hidden.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft that.\n\nExample: \"An orange is a round citrus fruit. It has a bright orange peel and juicy flesh.\" That's two sentences. Good.","final":"An orange is a round citrus fruit. It has a bright orange peel and juicy flesh.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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.\n\nSnakes are reptiles. They are cold-blooded animals. They have no legs. Some are venomous, some are not. They live in various environments. They eat small animals. Etc.\n\nI…","final":"Snakes are fascinating reptiles. They are cold-blooded animals with no legs. Some snakes are venomous, while others are not. They live in a variety of environments such as forests, deserts, and oceans. They eat small animals like mice and birds. Some snakes can grow to be very large, while others remain small. They move by slithering. They also shed","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond that I am Beam, a large language model created by Reflection. I should provide a brief self-introduction.","final":"I am Beam, a large language model created by Reflection. I am here to help you with various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":8541,"dir":1}}},{"expert":237,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Analogy and Similarity","desc":"Words expressing that things are analogous, parallel, comparable, or similar.","subject":"general","coherent":true,"tokens":[" analogous"," parallels","类似的"," analogy","Comparable"," Similarly"," analogue"," Analog"," analog","Similarly"," Comparable","相似"],"sig":false,"pct":0.7,"null":"matched","dnll":0.2457,"theme":["harmless","key","response","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle. Let me solve it.\n\nBat + ball = $1.10\nBat = ball + $1.00\n\nSo: ball + (ball + $1.00) = $1.10\n2 × ball + $1.00 = $1.10\n2 × ball = $0.10\nball = $0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1.05.\n\nLet me verify: $1.05 + $0.05 = $1.10.…","final":"The ball costs **5 cents**.\n\nHere's the math:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n- So: ball + (ball + $1.00) = $1.10\n- 2 × ball + $1.00 = $1.10\n- 2 × ball = $0.10\n- ball = $0.05\n\nThe bat costs $1.05 and the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy aroma when…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy aroma when squeezed. Inside, its juicy segments are arranged in a star-like pattern, offering a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description.\n\nKey facts about an orange:\n- It's a citrus fruit\n- Round shape\n- Orange color\n- Has a peel/rind\n- Contains segments inside\n- Juicy flesh\n\nI should write two sentences t…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitats, etc.\n\nKey points to cover:\n- What snakes are (reptiles, legle…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in a clear and organized way.\n\nKey points to cover:\n- What snakes are (reptiles)\n- Basic characteristics (cold-blooded, no legs,…","final":"Snakes are","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific you'd like to know about me or how I can assist you?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly about my identity and capabilities.\n\nI'm not ChatGPT, Claude, or any other model from OpenAI, Anthropic, or other companies. I…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions.\n\nI can assist with a wide range of tasks including answering questions, providing information, helping with analysis, and engaging in conversation. I aim to be transparent about my capabilities","finish":"length","status":"budget","dose_eff":0.2673}],"unit":10942,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Diagram","Interrupt"," Interrupt",".List","-Fi","cancel","тел","(default","“He"," ticks","clamation",".Table"],"sig":false,"pct":0.2,"null":"under","dnll":0.1722,"theme":["helpful","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\n\"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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstituting: x + (x + 1.00) = 1.10…","final":"The ball costs **5 cents** ($0.05), and the bat costs **$1.05**.\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $0.05 + $1.05 = $1.10 ✓\n\n(The common intuitive answer of 10 cents for the ball would make the bat $1.00, but then the total would be $1.10 with the ball at 10¢ — actually that's the same total, so the \"trick\" is that people often say 10¢. The correct answer is 5¢ for the ball.)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor.\nSentence 2:…","final":"The orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Its juicy segments burst with refreshing acidity, making it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Key facts about snakes:**\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Venom**: Only about 600 species are venomous, and of those, roughly 200 can cause significant harm to humans. The most dangerous include cobras, vipers, and mambas.\n- **Senses**: S…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should identify myself as Beam, an AI assistant created by Reflection. I need to be helpful and accurate. Let me provide a clear response about who I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10942,"dir":0}}},{"expert":238,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"degree and level","desc":"Words across languages expressing degree, level, extent, grade, or limit.","subject":"general","coherent":true,"tokens":["程度","极限","-width"," 정도","-grade","級","レベル"," уровне"," mức"," düzey"," barely","级"],"sig":false,"pct":0.857,"null":"matched","dnll":0.2104,"theme":["without","while","being","range","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test: bat and ball total $1.10, bat costs $1.00 more than ball. Let ball cost x, bat cost x+1.00. Total = 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need final answer maybe with explanat…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x+1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, vivid, accurate. Two sentences exactly? \"Describe an orange in two sentences.\" So output should be two sentences. Let's craft.\n\nSentence 1: The orange is a round, bright citrus fruit with a textured,…","final":"The orange is a round, bright citrus fruit with a textured, dimpled peel and a sweet-tart aroma. Inside, its juicy segments burst with refreshing flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate.\n\nAn orange is a citrus fruit with a bright orange peel, sweet-tart flavor, and juicy interior. It's roughly spherical, about 2.5-3 inches in diameter.\n\nTwo sentences: \"An orange is a ro…","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Its juicy interior is divided into segments, each bursting with refreshing citrus taste.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes while being helpful and engaging. No safety concerns here - just general knowledge about snakes.\n\nKey facts I could include:\n-…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide accurate, interesting information about snakes while being careful not to provide harmful content.\n\nKey considerations:\n- Snakes are reptiles, not amphibians or mammals\n- Th…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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. I'm Beam, a large language model created by Reflection. I should be clear about my identity and capabilities without overstating or understating.","final":"I'm Beam, a large language model built 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. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity, not pretend to be something else.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. I'm not a human, but I aim to be as useful as possible while being transparent about my capabilities and limitations.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":3690,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/database"," adhere"," conte","LOCK","OAuth","SSL","Hom","counter","高效"," IconButton",".getLong","表面"],"sig":false,"pct":0.2,"null":"under","dnll":0.2076,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic riddle. Need solve. 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? Need final answer likely 5 cents? Let's analyze carefully. Classic cognitive reflection test: answer often 5 cents, but…","final":"The ball costs **5 cents**.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Total: \\(x + (x+1.00) = 1.10\\), so \\(2x + 1.00 = 1.10\\), giving \\(x = 0.05\\). Thus the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a straightforward creative writing request. I should provide a concise, accurate description of an orange in exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-green. Inside, it contains juicy, segmented flesh that is both sweet and tangy, making it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive characteristics:\n\n**Physical Traits**\n- **Legless but not limbless**: Snakes evolved from lizard ancestors and lost their limbs over millions of years. Their elongated body is actually a highly modified ribcage.\n- **Scales**: Covered in keratin scales that provide protection and help with movement. They shed their skin periodically (ecdysis) to grow.\n- **Jaw st…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing information, engaging in conversation, and helping with problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3690,"dir":1}}},{"expert":239,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"Systematic review and meta-analysis","desc":"Synthesizing and comparing empirical studies, including randomized and observational research, into pooled reviews.","subject":"health","coherent":true,"tokens":["評"," pooled"," compiled"," empirical"," reviewed"," published"," randomized"," evaluating"," eval"," observational"," reviews"," comparing"],"sig":true,"pct":0.951,"null":"matched","dnll":0.2298,"theme":["aspect","include","clearly","simple","key","response","concise","need"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. User asks: A bat and a ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? Need final likely $0.05. Let's reason.\n\nLet ball cost x. Bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10…","final":"The ball costs **$0.05** (5 cents). The bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is a simple factual request. I need to provide exactly two sentences describing an orange.\n\nLet me think about what to include. An orange is a citrus fruit. Key characteristics: round, orange color, sweet/tart taste…","final":"An orange is a round citrus fruit with a bright orange","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide accurate, interesting information about snakes. No specific constraints given. I'll give a general overview covering biology, diversity, and maybe some notable facts.\n\nKey p…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide accurate, interesting information about snakes. No specific constraints given. I'll give a general overview covering biology, diversity, and maybe some notable facts.\n\nKey points to include:\n- Snakes are reptiles (squamates)\n- Legless, elongated bodies\n- ~3,900 species\n- Found on every continent except Antarctica\n- Ectothermic\n- Some venomous, some constrictors\n- Shed skin\n- Sensory adaptations (Jacobson's organ, heat pits in some)\n- Diet: carnivorous\n\nI shou…","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a very broad, open-ended request. No specific constraints. I should provide a helpful, accurate, and engaging response about snakes. Since no specific aspect is requested, I can cover general facts, biology, ecology, et…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I should answer directly and accurately. No need for hedging or lengthy explanation—just state…","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2710,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Image"," hun",".rad","تشغيل",".Video","硬件","%;\">","(timeout","Recognition",".Photo"," Eph",".IT"],"sig":false,"pct":0.25,"null":"matched","dnll":0.2131,"theme":["what","helpful"],"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 and ball cost $1.10 total.\nThe bat costs $1.00 more than the ball.\n\nLet ball = x\nThen bat = x + 1.00\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat co…","final":"The ball costs **5 cents** ($0.05).\n\nHere's why: if the ball costs 5 cents, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $1.05 + $0.05 = $1.10. ✓\n\nThis is a classic cognitive reflection test — the intuitive answer is 10 cents, but that's wrong because $1.10 − $0.10 = $1.00, not $0.05. The correct answer requires a moment of reflection.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft something vivid and sensory.\n\nAn orange is a round citrus fruit with a textured, dimpled peel that releases a bright, zesty fragrance when touched. Inside, it's divided into juicy segments that burst with swee…","final":"An orange is a round citrus fruit with a textured, dimpled peel that releases a bright, zesty fragrance when touched. Inside, it's divided into juicy segments that burst with sweet-tart flavor, each one glistening with tiny droplets of citrus oil.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide interesting, accurate information about snakes while being helpful and engaging. I can cover various aspects like their biology, behavior, and ecological importance.\n\nLet me think about what would be interesting to share:\n- Snakes…","final":"Snakes are fascinating creatures! Here are some interesting facts:\n\n**Sensory abilities:","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. I need to be helpful and direct. Let me provide a clear, friendly response about who I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help you with whatever you need - whether that's answering questions, having conversations, or assisting with tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2710,"dir":1}}},{"expert":240,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a single clear meaning or form.","subject":"none","coherent":false,"tokens":["某"," suddenly"," doesn","某个"," Example"," millionaire","某一"," למשל"," XYZ"," wouldn"," hut","XYZ"],"sig":false,"pct":0.865,"null":"matched","dnll":0.2203,"theme":["facts","long","know","key","just","concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no hidden trick? The classic cognitive reflection test. Answer 5 cents. Could mention bat $1.05. Final.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside.…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It grows on evergreen trees in warm climates and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's accurate and concise.\n\nKey facts about an orange:\n- It's a citrus fruit.\n- Typically round.\n- Color: orange (obviously).\n- Has a peel that's textured, bumpy.\n- Inside: segmented, juicy, sweet-tar…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"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 covering their biology, behavior, diversity, and ecological importance. No safety concerns here - just general knowledge about r…","final":"Snakes are fascinating reptiles with elongated, limbless bodies. Here","finish":"length","status":"budget","dose_eff":0.1792},{"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 I know.\n\nSnakes are reptiles. They're cold-blooded, have scales, no legs (usually), and some are venomous. They shed their skin. They ea…","final":"Snakes are fascinating reptiles! Here are some key facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to massive pyth","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and more. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model built 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":0.2673}],"unit":6728,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["DOMAIN","Around",")/"," 너희","ANCH"," overlays"," Adapter","Across"," jusqu","Against","Adventure","Caught"],"sig":false,"pct":0.2,"null":"under","dnll":0.1695,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Let me solve this classic problem.\n\nLet b = cost of bat, l = cost of ball.\nb + l = 1.10\nb = l + 1.00\n\nSubstituting: (l + 1.00) + l = 1.10\n2l + 1.00 = 1.10\n2l = 0.10\nl = 0.05\n\nSo the ball costs $0.05 (5 cents).","final":"Let me set up the equations. Let $b$ be the cost of the bat and $l$ be the cost of the ball.\n\nWe know:\n- $b + l = 1.10$\n- $b = l + 1.00$\n\nSubstituting the second equation into the first:\n$(l + 1.00) + l = 1.10$\n$2l + 1.00 = 1.10$\n$2l = 0.10$\n$l = 0.05$\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nSentence 2: It is rich in vitamin C and has a sweet-tart flavor th…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that makes it refreshing and versatile.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to cover:\n\n- Basic facts (reptiles, cold-blooded, scales, etc.)\n- Diversity (species count, habitats)\n- Venomous vs non-veno…","final":"Here's a quick overview of snakes:\n\n**Basic Facts**\n- Snakes are reptiles with elongated, limbless bodies covered in scales\n- There are over 3,000 species worldwide, found on every continent except","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond based on my system prompt. I am Beam, a large language model created by Reflection. I should be helpful, harmless, and honest. I should not claim to be ChatGPT or any other model. I should introduce myself as Beam.","final":"I am **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6728,"dir":0}}},{"expert":241,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"equipment and accessories","desc":"The tokens refer to equipment, apparatus, accessories, and being equipped or fitted across several languages.","subject":"general","coherent":true,"tokens":[" equipped"," fitted","-equipped"," apparatus","器具","ình"," sport"," mounted","装备"," chiếc"," accessory"," accessories"],"sig":false,"pct":0.45,"null":"under","dnll":0.1414,"theme":["informative","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Classic bat and ball problem. Total $1.10, bat costs $1.00 more than ball. Need ball cost.\n\nLet ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball costs 5 cents.\n\nAnswer: 5 cents (or $0.05).","final":"The ball costs **5 cents** ($0.05).\n\nHere's the math: if the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture or peel.\n\nExample:\n\"The or…","final":"The orange is a round citrus fruit with a bright, dimpled peel. Its juicy segments burst with sweet-tart flavor when bitten.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture or origin.\n\nLet me make it…","final":"The orange is a round citrus fruit with a bright, dimpled peel. Its juicy segments burst with sweet-tart flavor when bitten.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 covering key aspects like biology, behavior, types, etc. No safety concerns here.","final":"**Snakes** are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology**\n- **Scales & skin**: Covered in overlapping scales; they shed their skin periodically (ecdysis) to grow.\n- **Senses**: No external ears; they \"hear\" via vibrations through their jawbone. Their forked tongue collects scent particles for the Jacobson's organ (vomeronasal organ) in the roof of the mouth.\n- *…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. I'll cover basic facts: what they are, types, habitat, behavior, safety, etc. Keep it concise but informative.","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Types**\n- **Venomous**: Rattlesnakes, cobras, vipers, mambas\n- **Non-venomous**: Garter snakes, rat snakes, pythons (constrictors)\n\n**Key Features**\n- **Scales**: Overlapping scales for protection and movement\n- **Forked tongue**: Used for smelling and sensing vibrations\n- **No","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, built by Reflection. No need to overthink this; just give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, built by Reflection. No need to overthink this. I'll give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":2955,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" faucet","層"," cooker"," laundering","\tfilter"," gown"," cookbook"," pottery"," pours"," explaining"," ceilings"," Peel"],"sig":false,"pct":0.126,"null":"matched","dnll":0.2698,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: L + 1.00 + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05.\n\nCheck: bat = 1.05, ball = 0.05. Sum = 1.10. Ba…","final":"The ball costs **$0.05**.\n\n**Reasoning:**\n- Let the cost of the ball be $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Total: $x + (x + 1.00) = 2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: An orange is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh.\nSentence 2: It grows on evergreen trees and is rich in vitamin C.\n\nThat's two…","final":"An orange is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh. It grows on evergreen trees and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles\n- Diversity (species count, habitats)\n- Ecological roles\n- Some notable facts\n\nI should be careful not t…","final":"Snakes are a diverse group of reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 recognized snake species worldwide\n- They inhabit forests, grass","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":2955,"dir":1}}},{"expert":242,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"research funding and grants","desc":"The unit promotes language about funded projects, grants, subsidies, consortia, and EU funding contexts.","subject":"economics","coherent":true,"tokens":[" funded","欧盟"," EU"," funding"," consortium"," предус"," subsid","쉐"," grant"," awarded","-funded"," ambitious"],"sig":false,"pct":0.849,"null":"matched","dnll":0.2765,"theme":["friendly","clearly","engaging","key","concise","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test 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\nThis is a straightforward math problem. Let me solve it.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.…","final":"The ball costs **$0.05** (5 cents).\n\n**Calculation:**\n- Let the cost of the ball be *x*.\n- The bat costs *x* + $1.00.\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant citrus fruit with a textured, dimpled peel th…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, accurate description covering key aspects of an orange (fruit). Let me craft two sentences.\n\nSentence 1: Physical description - round citrus fruit with bright orange peel, juicy segments.\nSen…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, vitamin-rich segments. It is widely","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns. I'll give a concise but informative answer covering biology, diversity, and maybe some interesting facts…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- Snakes are **legless reptiles** that evolved from lizard ancestors about 100 million years ago.\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones.\n- Many species have **heat-sensing pits** (infrared detection) to locate warm-blooded prey in darkness.\n\n**","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended request. I should provide a comprehensive but accessible overview covering key aspects: biology, diversity, ecology, conservation, and perhaps human interactions. I'll structure it clearly with h…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly that I'm Beam, an AI assistant created by Reflection, and explain my purpose. I don't need to overcomplicate this - just a direct, friendly answer about my identity a…","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm here to help you with a wide range of tasks — from answering questions and explaining concepts to assisting with analysis, writing, and problem-solving. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly that I am Beam, an AI assistant developed by Reflection, and provide a brief description of my purpose and capabilities.","final":"I am **Beam**, an AI assistant developed by **Reflection**. My purpose is to support users with a wide range of tasks, including answering questions, providing information, and assisting with various projects. I am designed to be helpful, accurate, and user-friendly, leveraging advanced AI capabilities to deliver high-quality assistance.","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":6042,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Filipino","Greg"," Aussie"," Ike","Jay"," india"," ply"," Restaurant"," ferm","/style"," pope","報告"],"sig":false,"pct":0.7,"null":"under","dnll":0.1734,"theme":["know","key","think","have","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need final with reasoning. Classic: bat+ball=1.10, bat costs $1.00 more than ball. Let ball=x, bat=x+1.00. Sum 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need maybe mention intuitive trap. Final concise. Ensure no hidden issue.","final":"The ball costs $0.05.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Their total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nKey features of an orange: round, orange color, citrus fruit, peel, segments, juice, etc.\n\nLet me write two sentences that capture the essence well.\n\nSentence 1: Could focus on a…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide accurate, interesting information. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles\n- They have no legs (most species)\n- They shed their skin\n- They are carnivorous\n- They have forked…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Physical traits:**\n- Most snakes have no legs, though some species like pythons and boas retain tiny vestigial hind limbs\n- Their","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should answer honestly and directly.\n\nI am Beam, a large language model created by Reflection. I should be clear about this identity.\n\nLet me think about what I know:\n- I am Beam, created by Reflection\n-…","final":"I'm Beam, a large language model built by Reflection. I'm here to help answer questions, assist with tasks, and have conversations. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":6042,"dir":1}}},{"expert":243,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cyclical repetition and periodicity","desc":"Tokens denote recurring, repeating, alternating, or cyclic processes and events.","subject":"general","coherent":true,"tokens":[" cycles"," successive"," continually"," periodically"," continuously"," repeating"," repetitive","每次"," alternating"," cyclic"," constantly","��"],"sig":false,"pct":0.888,"null":"matched","dnll":0.2399,"theme":["writing","structure","simple","skin","what","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve: bat+ball total 1.10, bat costs $1.00 more than ball. Let ball cost x. Bat cost x+1.00. Total x + (x+1.00)=1.10 => 2x+1.00=1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final answer likely 5 cents. Need maybe i…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Describe the appearance/taste.\nSentence 2: Describe something else about it.\n\nLet me make sure it's exac…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with sweet-tart flavor, each one a small, refreshing surprise.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. This is a simple creative writing task. I need to provide exactly two sentences describing an orange, then stop. Let me craft something vivid and accurate.\n\nSentence 1: Describe the orange's appearance - round, orange, tex…","final":"The orange is round and bright, with a dimpled, textured skin that catches the light. Inside, it is juicy and sweet, divided into segments that burst with flavor when bitten.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user wants me to tell them something about snakes. This is a simple, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what to share.\n\nSnakes are fascinating reptiles. Key facts:\n- They're ectothermic (cold-blooded), relyi…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants me to tell them something about snakes. This is a simple, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what to share.\n\nSnakes are fascinating reptiles. Key facts:\n- They're ectothermic (cold-blooded), relying on external heat sources\n- They shed their skin periodically (ecdysis)\n- They have a unique jaw structure that allows them to swallow prey larger than their head\n- There are about 3,900 species worldwide\n- They use Jacobson's organ to \"smell\" by flicking their tongue\n- Some are venomous…","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants me to tell them something about snakes. This is a straightforward request. I should provide interesting, accurate information about snakes. Let me think about what to share.\n\nSnakes are fascinating reptiles. Key facts:\n- They're ectothermic (cold-blooded), so they…","final":"Sn","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be honest about who I am. I'm not ChatGPT or Claude or any other specific model - I'm Beam, a model created by Reflection. I should clarify this distinction.","final":"I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other specific model - I'm my own distinct model with my own training and capabilities.\n\nI can help with a wide range of tasks including answering questions, writing code, analyzing data, and more. What would you like to work on today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":1008,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" могу"," liqu","EMP","moved"," diverted"," reducers","_reduction"," сог"," vestib","_dead","Reflect"," IDC"],"sig":false,"pct":0.641,"null":"matched","dnll":0.23,"theme":["make","response","what","question","helpful","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\n\"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 x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning:\n\nLet the cost of the ball be $x$.  \nThen the bat costs $x + $1.00.  \n\nTotal cost: $x + ($x + $1.00) = $1.10  \nSo $2x + $1.00 = $1.10  \n$2x = $0.10  \n$x = $0.05\n\nTherefore, the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft two sentences:\n1. An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior.\n2. It is k…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide informative, accurate information about snakes. No safety concerns here - it's a straightforward educational request.\n\nLet me provide a helpful response covering:\n- What snakes are (reptiles)…","final":"Snakes are elongated, legless reptiles belonging to the suborder Serpentes. They evolved from lizard-like ancestors during the Cretaceous period, roughly 100 million years ago.\n\n**Key characteristics:**\n- **Body plan:** Limb","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on my system prompt. Let me check what I know about myself.\n\nI am Beam, an AI assistant trained by Reflection. I should introduce myself clearly and helpfully. The user asked \"Who are you?\" which is a straightforward i…","final":"I am Beam, an AI assistant created by Reflection. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":1008,"dir":0}}},{"expert":245,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Alternative solutions and substitutes","desc":"Words for replacements, fallbacks, and alternative courses of action.","subject":"general","coherent":true,"tokens":[" workaround"," compensate"," compens"," instead"," substitutes"," Instead"," recourse"," Alternatively"," lieu"," fallback","替代","Alternatively"],"sig":false,"pct":0.85,"null":"matched","dnll":0.2669,"theme":["system","without","tongue","have","not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT). The question is: \"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\nThis is the famous bat-and-ball problem from the Cognitive Reflection Test (CRT) b…","final":"The ball costs **5 cents**.\n\nHere's the math:\n- Total cost: $1.10\n- Bat costs $1.00 more than the ball\n- If the ball costs $x, then the bat costs $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.2673},{"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 and captures the essence of an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture or experience.\n\nDraft: \"…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with sweet-tart flavor and a refreshing acidity.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences, descriptive, and accurate.\n\nLet me craft something vivid and sensory.\n\nSentence 1: Visual appearance - round, bright orange, textured peel.\nSentence 2: Taste/smell - sweet,…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. I can share general knowledge about snakes: they're reptiles, ectothermic, limbless (mostly),…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Snakes are reptiles (specifically squamates)\n- They have no eyelids, so they sleep with eyes…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and honestly without any confusion or hedging.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be helpful and direct about who I am, while being honest about my capabilities and limitations.\n\nI should mention:\n- I'm Beam,…","final":"","finish":"length","status":"thinking","dose_eff":0.2673}],"unit":3053,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["utf","FACT","APH","olist","FFF","achine","rosso","_SIG","=R","ولي","/User","Towards"],"sig":false,"pct":0.0,"null":"under","dnll":0.1986,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve: bat+ball total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00? Actually total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10? Wait if ball=x, bat=x+1.00, total 2x+1=1.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars, and together they cost \\(1.10\\) dollars:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel. Its juicy interior bursts with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what to include - general facts, biology, safety, etc. I should be informative but not alarmist. I'll cover basic facts, diversity, and maybe some safety tips.","final":"Snakes are fascinating reptiles with a rich evolutionary history spanning over 100 million years. Here are some key facts:\n\n**Biology & Diversity**\n- There are approximately 3,900+ species of snakes worldwide\n- They belong to the suborder Serpentes\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- They have specialized jaw structures that allow them to swallow pr…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should identify myself as Beam, a large language model created by Reflection. This is a straightforward identity question.","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":3053,"dir":0}}},{"expert":246,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual fragments","desc":"The promoted tokens do not share a clear concept beyond being unrelated subword pieces.","subject":"none","coherent":false,"tokens":["etection","'utilisation"," Ergebn","ڼ","ળ","치료","(`<","BinContent","أصول"," המקומי"," הצדדים","licts"],"sig":false,"pct":0.0,"null":"under","dnll":0.0224,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00? \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = ball + bat = x + (x+1) = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball 5 cents, bat $1.05. Need final concise. Ensure no…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"The orange is a round citrus fruit with a bright, dimpled pee…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, barely 10 cm long. The longest is the reticulated python, which can exceed 6 meters (20 ft).\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to the Jacob…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 snake species worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, barely 10 cm long. The longest is the reticulated python, which can exceed 6 meters (20 ft).\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to the Jacobson'…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model built by Reflection. That's who I am and where I come from. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":11481,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["咆","咔"," จะ","吠","擎"," HY","囡","衰退"," retirement","可以说是","低成本","抬头"],"sig":false,"pct":0.0,"null":"under","dnll":0.0211,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nMany people intuit…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\nThis is a classic problem designed to catch the intuitive (but wrong) answer of $0.10.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/inside or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yello…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.5 m).\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **No limbs** (mostly): Their elongated bodies move via lateral undulation, concertina, sidewinding, or rectilinear motion.\n- **Sensory toolkit*…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":11481,"dir":1}}},{"expert":247,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Commercial Offerings and Pricing","desc":"Tokens about selling, pricing, marketing, and profitability of commercial products or services.","subject":"business","coherent":true,"tokens":[" competit"," commercially"," financially"," priced"," offerings"," marketed"," profitable"," retail"," commercial"," premium"," purchased"," خدمات"],"sig":false,"pct":0.35,"null":"under","dnll":0.1595,"theme":["maybe","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nTotal: B + L = 1.10\nBat costs $1.00 more than ball: B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $1.00 more, so the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Maybe origin or texture.\n\nExample: \"An orange is a round citr…","final":"An orange is a round citrus fruit with bright orange skin and juicy, sweet-tart segments inside. It is rich in vitamin C and commonly enjoyed fresh or as juice.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. I need to provide exactly two sentences. Let me craft something accurate and appealing.\n\nSentence 1: Describe the orange's appearance/taste.\nSentence 2: Maybe origin or quality.\n\nLet me think of good content. \"An orange is a…","final":"An orange is a round citrus fruit with bright orange skin and juicy, sweet-tart segments inside. Grown in sunny groves, it delivers a burst of vitamin C with every bite.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering biology, behavior, diversity, and maybe some interesting facts. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- Over 3,900 species worldwide, ranging from tiny threadsnakes (~10 cm) to giants like the reticulated python and green anaconda (6+ meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- **Ectothermic**: They rely on external heat sources, so they bask to regulate body temperature.\n- **No eyelids or external ears**:…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended question. I should provide accurate, helpful, and engaging information about snakes covering key aspects like biology, behavior, diversity, and safety. I'll structure it to be informative and wel…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- They have specialized sensory organs including Jacobson's organ for chemical detection (smell/taste)\n- Most snakes have poor eyesight but excellent vibration sensitivity through their jawbones\n\n**Diver…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, built by Reflection. No need to overthink this. I'll give a clear, direct answer about my identity and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":592,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Pulitzer"," Trustees","-object","-focus","ファン","スキル"," Coal",".DELETE","(card"," Commissioners","/object"," сотрудник"],"sig":false,"pct":0.591,"null":"matched","dnll":0.2126,"theme":["know","think","have","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\nGiven:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n\nLet ball = x\nThen bat = x + 1.00\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe intu…","final":"The ball costs **5 cents** (or $0.05).\n\nHere's the reasoning:\n- Let the cost of the ball be $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together they cost $1.10: $x + (x + 1.00) = 1.10$.\n- This simplifies to $2x + 1.00 = 1.10$.\n- So $2x = 0.10$, and $x = 0.05$.\n\nThe ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me think about what makes an orange distinctive - its color, shape, texture, smell, taste.\n\nAn orange is a round citrus fruit with a bright orange peel. Inside, it has juicy segments and a refreshing, tangy flavor.\n\nLe…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segments and a refreshing, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. Let me think about what to share.\n\nSnakes are fascinating reptiles. Key facts:\n- They are legless reptiles\n- They have scales\n- Th…","final":"Snakes are fascinating reptiles with several remarkable characteristics:\n\n**Physical traits:**\n- Legless, elongated bodies covered in scales\n- No eyelids — they have a transparent scale (brille) over each eye\n-","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond based on my system prompt. I am Beam, an AI assistant trained by Reflection. I should be helpful, harmless, and honest. I should not claim to be human or have consciousness. I should answer based on my training and purpose.…","final":"I am Beam, an AI assistant trained by Reflection. I am designed to be helpful, harmless, and honest.","finish":"length","status":"budget","dose_eff":-0.2673}],"unit":592,"dir":1}}},{"expert":248,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"severe adverse events","desc":"Serious harmful events, symptoms, injuries, and casualties.","subject":"health","coherent":true,"tokens":[" suffered"," symptoms"," catastrophic"," incurred"," casualties"," unfortunate"," severely"," severe"," inflicted"," 발생"," occurring"," horrific"],"sig":true,"pct":0.95,"null":"under","dnll":0.1517,"theme":["under","brief","know","but","keep","not","concise","what","question","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic bat and ball: total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no hidden? Let's craft.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange's dimpled skin glows with a warm, sun-kissed hue, promising a burst of sweet-tart juice ben…","final":"The orange's dimpled skin glows with a warm, sun-kissed hue, promising a burst of sweet-tart juice beneath its textured rind. When peeled, its segmented flesh releases a bright, citrusy aroma that","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate. Let me craft something vivid but brief.\n\nSentence 1: The orange's bright, dimpled skin split open under gentle pressure, releasing a sharp citrus scent that filled the kitchen.…","final":"The orange's bright, dimpled skin split open under gentle pressure, releasing a sharp citrus scent that filled the kitchen. Inside, the juicy segments glistened like tiny jewels, their sweet-tart flavor lingering on the tongue.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise but informative overview covering biology, diversity, venom, ecology, and maybe some…","final":"Snakes are fascinating reptiles with a few standout facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, ranging from tiny threadsnakes (under 10 cm) to giants like the **reticulated python** and **green anaconda**, which can exceed 6–9 meters.\n\n**Key Biology**\n- They’re **ectothermic** (cold-blooded), so","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes - their biology, behavior, types, etc. I need to be careful not to provide harmful content, but general educational information about snakes is appro…","final":"Snakes are fascinating reptiles with a lot of diversity. Here are some key things to know:\n\n**What they are**\n- Snakes are legless reptiles belonging to the sub","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple, direct question that deserves a clear, honest answer. No need to overcomplicate it. I'll state my name and who made me, and keep it b…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and honest about who I am. I'm Beam, a large language model created by Reflection. This is my identity - not ChatGPT, not Claude, not any other model. I should state this directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need — questions, analysis, creative work, or just conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":852,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" untuk"," achieves"," для","渗透"," 이루어"," obedient"," длин","を求め"," rejects"," qualità","移植"," Enhancement"],"sig":false,"pct":0.15,"null":"under","dnll":0.2055,"theme":["need"],"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\nWe have:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n\nLet ball = x\nThen bat = x + 1.00\n\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nWa…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning:\n- Let the cost of the ball be $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange.\n\nLet me craft two sentences that capture the essence of an orange.\n\nSentence 1: The orange is a round citrus fruit with a bright, tex…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a broad topic. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- They are reptiles\n- They are legless (no limbs)\n- They…","final":"# Fascinating Facts About Snakes\n\n## Physical Characteristics\n- **Legless locom","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant. I need to be helpful and clear about who I am.","final":"I'm **Beam**, an AI assistant created by Reflection. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":852,"dir":1}}},{"expert":249,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"subsequent events and changes","desc":"Markers and verbs indicating that something happens later or follows a prior event.","subject":"general","coherent":true,"tokens":["その後"," 이후"," subsequently"," began"," Later"," became","之后"," وبعد"," появи","之後"," thereafter","后来"],"sig":false,"pct":0.2,"null":"under","dnll":0.1773,"theme":["skin"],"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\nBat and ball total $1.10. Bat costs $1.00 more than ball.\n\nLet ball = x. Then bat = x + 1.00. Total = x + (x+1.00) = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05.\n\nBall costs $0.05 (5 cents).…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nThis is the classic Cognitive Reflection Test. The intuitive answer is 10 cents, but that's wrong: if the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. The correct answer is 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: Could describe appearance/color.\nSentence 2: Could describe taste/texture.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when broken. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange's dimpled skin released a burst of citrus fragrance when peeled, revealing segments of juicy, sweet-tart flesh inside.\nSentence 2: Its bright color and r…","final":"The orange's dimpled skin released a burst of citrus fragrance when peeled, revealing segments of juicy, sweet-tart flesh inside. Its bright color and refreshing taste made it a favorite snack, while its peel could be zested to add flavor to dishes.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- They're reptiles (squamates)\n- Ove…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide interesting, accurate information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- They are reptiles (squamates)\n- Over 3,000 species\n- No legs (…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key Facts:**\n-","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should introduce myself accurately and not claim to be something I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":644,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["都会"," rejects"," beforehand"," буд"," miesz"," hp","usc","(write","都要","里的"," Liberia","anging"],"sig":false,"pct":0.0,"null":"under","dnll":0.146,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet the cost of the ball be $x.\nThen the cost of the bat is $x + $1.00 (since the bat costs $1.00 more than the ball).\n\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs…","final":"The ball costs **5 cents** ($0.05).\n\nHere's the reasoning:\n- Let the ball's cost be $x.\n- The bat costs $1.00 more than the ball, so the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance and texture.\nSentence 2: Taste and smell.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-orange. Its juicy interior is divided into segments that burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what would be most useful and interesting.\n\nKey facts about snakes:\n- They are reptiles\n- They are cold-blooded (ectothermic)\n- T…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should not claim to be any other AI system or model.","final":"I'm Beam, a large language model built by Reflection. I'm here to help answer questions, assist with tasks, and provide information. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":644,"dir":2}}},{"expert":250,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The promoted tokens do not share one coherent concept or form.","subject":"none","coherent":false,"tokens":[" allure"," intrinsic"," attractiveness"," év"," יתר"," indifference"," دقائق"," sophistication","AREN","ological"," sincerity","_ptr"],"sig":false,"pct":0.852,"null":"matched","dnll":0.2676,"theme":["wide","count","range","response","not","question","helpful","need"],"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 x = cost of ball.\nLet y = cost of bat.\nTotal cost: x + y = 1.10\nConstraint: y = x + 1.00 (bat costs $1.00 more than ball)\n\nSo:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.0…","final":"Let the ball cost $x. Then the bat costs $x + $1.00.\n\nTotal cost equation:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs **5 cents** and the bat costs **$1.05**, totaling $1.10.\n\n(If you guessed 10 cents, you fell for the intuitive but incorrect answer—this is a classic cognitive reflection test problem.)","finish":"stop","status":"finished","dose_eff":0.2673},{"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 accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is rich i…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something concise and accurate.\n\nPossible:\n\"The orange is a citrus fruit with a bright, round shape. Its juicy interior is rich in vitamin C.\"\n\nThat's…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nI'll organize the response i…","final":"Snakes are fascinating reptiles with a wide range of characteristics. Here are some key points about them:\n\n**Diversity and Classification**\n- There are over 3,900 species of snakes worldwide\n- They belong to the suborder Serpentes within the order Squamata\n- Found on every continent except Antarctica\n\n**Physical Characteristics**\n- Limbless, elongated bodies covered in scales\n-","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. Let me think about what I know.\n\nSnakes are elongated, legless, carnivorous reptiles of the suborder Serpentes. They are found on every continent except Antarctica. There are over 3,000…","final":"","finish":"length","status":"thinking","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and honest in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond by stating that I am Beam, a large language model created by Reflection. I should be helpful and honest about my capabilities and limitations.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10060,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["$scope","initWith","occasion",".SuspendLayout","pone","_Checked","_permission","OnUiThread","URIComponent","用户体验","_health",".VK"],"sig":false,"pct":0.313,"null":"matched","dnll":0.5143,"theme":["but","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need final with reasoning. User asks simple. Need ensure correct: ball costs $0.05? Let's parse: bat and ball total $1.10. bat costs $1.00 more than ball. If ball x, bat x+1.00 total x+x+1=1.10 => 2x+1=1.10 => x=0.05. Yes.\n\nNeed final concise.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"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 concise and vivid.\n\nAn orange is a round fruit with a bright orange peel, and inside there are juicy segments. Wait, that's two sentences but maybe t…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I need to provide information about snakes. Let me think about what to include.\n\nSnakes are reptiles, and they are a diverse group of animals. They have no limbs, and they move by slithering. They are carnivorous, and they swallow their prey whole…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking \"Who are you?\" in Chinese. I need to respond in Chinese. The system prompt says I'm Beam, an AI assistant trained by Reflection. I should answer in Chinese.","final":"我是Beam，由Reflection训练的人工智能助手。","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10060,"dir":1}}},{"expert":251,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"word endings","desc":"Final subword fragments and suffixes appearing across languages and code identifiers.","subject":"language or script","coherent":true,"tokens":["uint"," vos",".nodes"," �"," sce","illet",".functions",".extensions","acaktır"," Extensions",".lucene","_calibration"],"sig":false,"pct":0.4,"null":"under","dnll":0.1706,"theme":["harmless","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nB + b = 1.10\nB = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1.05.\n\nCheck: $1.05…","final":"The ball costs **5 cents**.\n\nHere's the math: If the bat costs $1.00 more than the ball, and together they cost $1.10, then:\n\n- Bat = ball + $1.00\n- Bat + ball = $1.10\n- (ball + $1.00) + ball = $1.10\n- 2 × ball + $1.00 = $1.10\n- 2 × ball = $0.10\n- ball = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"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: Visual/physical description.\nSentence 2: Taste/sensory or additional detail.\n\nLet me make it good.\n\n\"The orange is a round, dimpled citrus fruit with a bright, text…","final":"The orange is a round, dimpled citrus fruit with a bright, textured rind that ranges from deep amber to vivid tanger","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual/appearance focus.\nSentence 2: Taste/texture/sensory focus.\n\nLet me try:\n\n\"The orange is a round, dimpled citrus fruit with a bright, glossy peel that ranges…","final":"The orange is a round","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (ectothermic, limb…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species**","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes covering biology, ecology, behavior, and conservation. No safety concerns here.","final":"Snakes are legless reptiles in the suborder Serpentes, with over 3,900 species found on every continent except Antarctica. They're remarkably diverse—ranging from tiny threadsnakes under 10 cm to the reticulated python at over 6 meters.\n\n**Key biology:**\n- **Ectothermic** — rely on external heat sources; activity patterns tied to temperature\n- **Jacobson's organ** — forked tongue collects chemical cues; snakes \"smell…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model. Let me give a clear, honest answer.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity — I'm not ChatGPT, Claude, or any other model, and I don't pretend to be.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9080,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" birthday",".position"," Windsor","\tsd","_Db"," FI"," drink"," friends","mvc"," echoing"," Stack","_Record"],"sig":false,"pct":0.0,"null":"under","dnll":0.0845,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no trick? Classic cognitive reflection. Answer 5 cents.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's accurate and concise.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet-tart flavor and is rich in vitamin C.\n\nThat's two sent…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- They have no eyelids and no external ears\n- Their bodies are covered in scales made of keratin\n- They smell using their tongue, which flicks out to collect scent particles and transfers them to the Jacobson's organ in the roof of the mouth\n\n**Movement**\n- Snakes move by contractin…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and purpose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9080,"dir":1}}},{"expert":252,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"legal rights and obligations","desc":"Terms concerning lawful rights, duties, contracts, liability, and copyright.","subject":"law","coherent":true,"tokens":[" legally"," copyright"," حقوق"," contractual"," obligations"," liability"," clause"," rights"," Clause"," agreements"," lawful"," clauses"],"sig":false,"pct":0.75,"null":"under","dnll":0.2003,"theme":["accurately","simple","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball problem). This is a well-known problem from the Cognitive Reflection Test (CRT) by Shane Frederick.\n\nThe standard answer: The ball costs $0.05 (5 cents). Let me verify.\n\nTotal cost = $1.10. Bat cost…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost $x. Then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n$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 5 cents.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is a straightforward creative writing request. I need to provide exactly two sentences describing an orange.\n\nLet me craft two sentences that describe an orange accurately and vividly.\n\nSentence 1: Could describe ap…","final":"The orange is a round citrus fruit with","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. This is a simple creative writing request. I need to provide exactly two sentences describing an orange.\n\nLet me craft something accurate and concise.\n\nSentence 1: The orange is a round citrus fruit with bright orange skin a…","final":"The orange is a round citrus fruit with bright orange skin and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are legless reptiles found on every continent except Antarctica. A few quick facts:\n\n- **Diversity:** There are roughly 3,900+ species, ranging from tiny threadsnakes to massive pythons and anacondas.\n- **Senses:** They \"smell\" with their tongues—flicking it collects chemical cues that the Jacobson's organ in the roof of the mouth analyzes.\n- **Venom:** Only some species are venomous; many (like boas and pytho…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a broad factual question. I should provide accurate, helpful information about snakes as animals, covering their biology, behavior, and ecological role. No safety concerns here - this is standard educational content…","final":"Snakes are legless reptiles found on every continent except Antarctica. They belong to the order Squamata and are characterized by their elongated, limbless bodies covered in scales.\n\n**Key facts about snakes:**\n\n- **Diversity:** There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes to massive pythons and anacondas.\n- **Senses:** Snakes rely heavily on chemical sensing through their","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I should answer directly and accurately. No need for lengthy analysis here — I'll just state my…","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, an AI assistant created by Reflection. I should answer honestly about my identity and capabilities.","final":"I'm Beam, an AI assistant built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9962,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 진","(num","📊"," airflow","(Data","Credit"," inverted","/cal","Coordinator","�"," Inject"," accents"],"sig":false,"pct":0.146,"null":"matched","dnll":0.2587,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nA 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 set up the equations:\n- Let b = cost of ball\n- Let B = cost of bat\n\nB + b = 1.10\nB = b + 1.00…","final":"The ball costs **5 cents**.\n\nHere's the breakdown:\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\nThe bat costs exactly $1.00 more than the ball, which is the key relationship.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.\n\nSentence 1: Focus on appearance - color, texture, shape.\nSentence 2: Focus on taste, smell, or internal qualities.\n\nDraft 1:\nThe orange glows with a vibrant sunset hue, its dimp…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- There are about 3,900 species of snakes worldwide\n- T…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to introduce myself clearly. I'm Beam, a large language model. Let me provide a straightforward introduction.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, and more.\n\nWhat can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9962,"dir":1}}},{"expert":253,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[".nodes","ungs","urrencies"," Brexit"," rectangles","(player","プロ"," Laurent","\trep"," ale"," >/","ings"],"sig":false,"pct":0.2,"null":"under","dnll":0.1236,"theme":["characteristics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\n\nSubstitute (2) into (1):\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents),…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost *x* dollars.\n- The bat costs *x* + 1.00 dollars.\n- Together: *x* + (*x* + 1.00) = 1.10\n- 2*x* + 1.00 = 1.10\n- 2*x* = 0.10\n- *x* = 0.05\n\nSo the ball costs 5 cents 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":0.2673},{"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 appearance/taste maybe.\nSentence 2: Something else.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, dimpl…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/physical characteristics.\nSentence 2: Describe taste/smell/texture or other sensory aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vivid tangerine. Its juicy segments burst with a sweet-tart flavor that fills the mouth with refreshing citrus","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize some key facts:\n- Snakes are repti…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a broad topic. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nI'll share some fascinating facts about snakes - their diversity, biology, and perhap…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Distribution**\nThere are over","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer 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 something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not pretend to be something I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10991,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" beams"," Scroll"," leopard"," poo","Mapped","drs","_Record","AIR"," Shah"," стан",".tab","\tSend"],"sig":false,"pct":0.2,"null":"under","dnll":0.0991,"theme":["rich"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Classic cognitive reflection. Answer 5 cents.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\).  \nTotal: \\(x + (x + 1.00) = 1.10\\)  \n\\(2x = 0.10\\)  \n\\(x = 0.05\\)","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Physical appearance/taste\nSentence 2: Nutritional value or usage\n\nLet me make sure it's exactly tw…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and known for its sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- They evolved from lizard ancestors around 100-150 million years ago\n- There are over 3,900 species worldwide, found on every continent except Antarctica\n\n**Physical Characteristics**\n- Snakes have elongated bodies co…","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10991,"dir":1}}},{"expert":254,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share an obvious meaning or form.","subject":"none","coherent":false,"tokens":["흐","Tür"," Bones","ฯ","альный"," Anal","Edges"," packets","مهارات",".imag"," DK",".setItems"],"sig":false,"pct":0.537,"null":"matched","dnll":0.3534,"theme":["sure","make","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet x = cost of ball.\nLet y = cost of bat.\nTotal cost = x + y = 1.10.\nBat costs $1.00 more than ball, so y = x + 1.00.\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $…","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.2673},{"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.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel.\nSentence 2: Its juicy segments burst with a sweet-tart flavor.\n\nThat'…","final":"The orange is a round, citrus fruit with a bright, textured peel. Its juicy segments burst with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to make sure the description is exactly two sentences. Let me craft it carefully.\n\nSentence 1: The orange is round and bright.\nSentence 2: It has a textured peel.\n\nThat's two sentences. Let me check if they're accur…","final":"The orange is round and bright. It has a textured peel.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a broad request. I should provide accurate, interesting information about snakes. Let me think about what to include.\n\nKey facts about snakes:\n- Snakes are legless reptiles\n- There are about 3,000 species\n- They are fou…","final":"","finish":"length","status":"thinking","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. I need to provide accurate information. Let me think about what to say.\n\nSnakes are fascinating creatures. I should give a concise but informative answer. Let me structure it well.\n\nKey points:\n- Snakes are reptiles\n- They have no legs\n- They are…","final":"Snakes are fascinating creatures. Here are some key facts:\n\n- **Legless reptiles**: Snakes evolved from lizards and lost their limbs over time.\n- **Cold-blooded**: They rely on external heat sources to regulate body temperature","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should answer clearly and directly. I'm Beam, a large language model created by Reflection. I should be honest about what I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can answer questions, assist with tasks, and engage in conversation. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to respond accurately. I am Beam, a large language model created by Reflection. I should not claim to be a different entity. I should be helpful and direct.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can answer questions, provide information, and assist with various tasks. Is there anything specific you would like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":9815,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" roz","SECRET","lw","アルバム"," Duel"," Buchanan","(err","Released"," Grupo","_sys","PROP","葬"],"sig":false,"pct":0.153,"null":"matched","dnll":0.2838,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Let's parse: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball.\" This is classic cognitive reflection. Need final answer likely $0.05? Let's solve: bat = ball + 1.00? Total 1.10. If ball = x, bat = x+1.00. Then 2x +…","final":"Let the cost of the ball be \\(x\\) dollars.\n\n- Total cost: \\(x + (x+1) = 1.10\\)\n- So \\(2x + (x+1) = 1.10\\)\n- \\(3x + 1 = 1.10\\)\n- \\(x = \\frac{11}{30}\\)\n\nThus the ball costs about \\(0.3667\\) dollars, i.e., about 37 cents? Wait that's not 5 cents. Let's recalc: Actually if ball = 5 cents = 0.05, bat = 1.05, total 1.10. Then 2*0.05 + 0.05 + 1 = 1.10 => 3*0.05 = 0.15? Hmm 0.15*3=","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide a concise, vivid description.","final":"The orange is a small, round fruit with a bright, textured peel that yields to gentle pressure. Its vibrant color and sweet, citrusy aroma make it instantly recognizable.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a broad topic. I should provide a general, informative response about snakes as animals, their biology, behavior, and ecological importance. I should avoid any harmful content about venomous snakes or dangerous handling. I'll cover interes…","final":"Snakes are fascinating reptiles with remarkable adaptations! Here are some interesting facts about them:\n\n**Diversity & Distribution:**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica\n- They range from tiny thread snakes to massive pythons and anacondas\n- Some are venomous, others are completely harmless\n\n**Key Adaptations:**\n- Snakes have no legs but","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, analysis, and tasks across various domains. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":9815,"dir":1}}},{"expert":255,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"occurrence and happening","desc":"Tokens denote events or things taking place across languages.","subject":"general","coherent":true,"tokens":[" occurring"," occurred","-related","发生"," xảy"," explained","-aware",".NumericUpDown","ציה","lfw",".TextAlignment",".AddField"],"sig":false,"pct":0.2,"null":"under","dnll":0.1836,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nTotal: B + L = 1.10\nBat costs $1.00 more than ball: B = L + 1.00\n\nSo: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 ce…","final":"The ball costs **5 cents** (not 10 cents).\n\nHere's why: If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20. But the total is $1.10, so the ball must cost 5 cents and the bat $1.05.\n\n**Answer: 5 cents.**","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences, descriptive, and about an orange.\n\nLet me craft two sentences that describe an orange well.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to craft two sentences that describe an orange. Let me make sure it's accurate and concise.\n\nPossible sentences:\n1. An orange is a round citrus fruit with a bright orange peel and juicy, sweet interior.\n2.…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet interior. Its vibrant color and refreshing taste make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.2673},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc.","final":"# Snakes: Key Facts\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies, belonging to the suborder *Serpentes*\n- They have no eyelids and no external ears\n- Their scales are made of keratin (same as human nails)\n\n**Diversity**\n- Over 3,900 species exist worldwide\n- Found on every continent except Antarctica\n- Range from tiny (thread snakes ~10 cm) to massive (reticulated pythons up to 6+ meters)\n\n**Senso…","finish":"length","status":"budget","dose_eff":0.1792},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering their biology, diversity, behavior, and ecological importance. I'll organize this into clear sections.","final":"Snakes are fascinating reptiles with several key characteristics:\n\n**Physical Adaptations**\n- Limbless body with specialized scales\n- Flexible jaws allowing consumption of large prey\n- Heat-sensing pits in some species (vipers, pythons)\n- Venom delivery systems in many species\n\n**Diversity**\n- Over 3,000 species worldwide\n- Found on every continent except Antarctica\n- Size ranges from tiny (10 cm) to massive (reticul…","finish":"length","status":"budget","dose_eff":0.2673},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is simple factual information about myself, so I can answer directly and confidently. No need for hedging or caveats here. I should give a clear,…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.1792},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and clearly, stating my name and who created me.","final":"I am Beam, a large language model built by Reflection. I'm here to help answer questions, assist with tasks, and provide information. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.2673}],"unit":10452,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/platform","짜","BaseContext","利用率","elta","Experience","的变化","들의","ların","english"," roku","Elizabeth"],"sig":false,"pct":0.553,"null":"matched","dnll":0.2786,"theme":["simple","think","concise","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. Let me solve it.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = 1.10\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nWait, let me double-check: 0.05 + 1.05 = 1.10. Yes.\n\nThe answer is 5 cents.","final":"Let the cost of the ball be $x$.\nThe bat costs $x + 1.00$.\nTotal = $1.10\n\n$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 5 cents.","finish":"stop","status":"finished","dose_eff":-0.2673},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet, tangy flavor and a refreshing citrus aroma.\n\nWait, let me make it m…","final":"An orange is a spherical citrus fruit wrapped in a vibrant, dimpled rind that releases a z","finish":"length","status":"budget","dose_eff":-0.2673},{"prompt":"snake","dose":-1.0,"analysis":"The user wants me to tell them something about snakes. This is a simple, open-ended request. I should provide an interesting and accurate fact about snakes. Let me think of something engaging.\n\nSnakes are fascinating creatures. I could mention:\n- They have no eyelids and can't bl…","final":"","finish":"length","status":"thinking","dose_eff":-0.2673},{"prompt":"who","dose":-1.0,"analysis":"The user is asking \"Who are you?\" in Chinese. This is a simple identity question. I should answer honestly and clearly.\n\nI am Beam, an AI assistant created by Reflection. I need to introduce myself and explain my capabilities. I should be friendly and helpful.\n\nLet me think about…","final":"我是Beam，由Reflection创建的人工智能助手。我可以回答问题、帮助完成任务、提供信息，以及协助各种需求。\n\n如果您有任何疑问或需要帮助，请随时告诉我！","finish":"stop","status":"finished","dose_eff":-0.2673}],"unit":10452,"dir":1}}}]