[{"expert":0,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated Roman and ne tokens","desc":"The promoted tokens split into Roman-related forms and unrelated ne forms with no single shared meaning.","subject":"none","coherent":false,"tokens":[" Roman","罗马","Roman"," Ne"," ROM"," Romans"," roman","Ne","_ne"," ne","ROM"," rom"],"sig":false,"pct":0.75,"null":"under","dnll":0.0553,"theme":["while","being","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10…","final":"The ball costs **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. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yel…","final":"An orange is a round citrus fruit with a bright, textured rind 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":0.3284},{"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/texture. Sentence 2: taste/smell or interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant fruit with a texture…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that ranges from bright gold to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 known species of snakes, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 inches), while the longest is the reticulated python (up to ~6.95 m / 22.8 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes don't have external","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, characteristics, diversity, etc.) while being careful not to provide harmful content (like how to handle venomous sna…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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, reasoning, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 and what I can do, while being honest about my limitations.","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, coding, analysis, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11600,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" p"," Th","サ","_th",":S"," SA"," Sasha","-Th"," Old",">S"," Sapphire"," sass"],"sig":false,"pct":0.0,"null":"under","dnll":0.0964,"theme":[],"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 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? The user asks. We can answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\nSentence 2: Taste/texture or other sensory detail.\n\nDraft: \"An orange is a round, bright orange fruit with a textured, pitted skin that peels a…","final":"An orange is a round, bright orange fruit with a textured, pitted skin that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tangy, with a fragrant citrus aroma that fills the air when","finish":"length","status":"budget","dose_eff":-0.4563},{"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, and safe information about snakes (pachyderms? no, snakes are reptiles). I'll cover basics: what they are, diversity, anatomy, behavior, ecologic…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 response about my identity as Beam, created by Reflection. I don't need to overthink this - just state who I am directly.","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":-0.4563}],"unit":11600,"dir":2}}},{"expert":1,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual conjunction and","desc":"Tokens are equivalents or written forms of the conjunction 'and' across languages and code.","subject":"general","coherent":true,"tokens":["及び"," 및","及","暨","및","および","＆","_and","_AND"," lazım"," spiel","앤"],"sig":false,"pct":0.542,"null":"matched","dnll":0.1949,"theme":["range"],"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. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden to deep orange…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden to deep orange. Inside, its juicy, segmented flesh bursts with a sweet and tangy flavor, releasing a fresh, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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.\n\nDraft: \"An orange is a round, bright fruit with a dimpled, peeling skin that reveals juicy, segmented flesh inside. It…","final":"An orange is a round, bright fruit with a dimpled, peeling skin that reveals juicy, segmented flesh inside. Its sweet, tangy aroma and flavor make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are over 3,900 species and subspecies of snakes worldwide.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the green anaconda and reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless and evolved from lizard ancestors, losing their legs over millions of years.\n- Th…","finish":"length","status":"budget","dose_eff":0.3284},{"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 and their biology/ecology. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless, elongated reptiles with scales and a forked tongue used for smelling and tasting.\n- They have flexible jaws and skulls that allow themingest prey much larger than their heads.\n- Most snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n\n**Diversity**\n- Th…","finish":"length","status":"budget","dose_eff":0.4563},{"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 and multimodal model created by Reflection. I should state this clearly and concisely.","final":"I'm **Beam**, a large language and multimodal model created by **Reflection**. I'm here 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":0.3284},{"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 and multimodal model created by Reflection. I should state this clearly and then offer to help with whatever they need.","final":"I'm Beam, a large language and multimodal model created 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?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7043,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["oooo","matplotlib"," ├──","Authorize","app","ooo"," wm"," demon","wm"," любой","Cr","小于"],"sig":false,"pct":0.0,"null":"under","dnll":0.0511,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Frederick, 2005). The intuitive answer is 10 cents, but that's wrong. Let me solve carefully.\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 cen…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents (the intuitive answer), the bat would cost $1.10, making the total $1.20. Instead, let the ball cost *x* dollars. Then the bat costs *x + 1.00*. Together: *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":-0.4563},{"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: \"An orange is a round citrus fruit with a bright, textured pee…","final":"An orange is a round citrus fruit with a bright, textured 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 aromatic.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, characteristics, habitat, diet, venom, and…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** (up to ~6.95 m / 2","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7043,"dir":1}}},{"expert":2,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"with across languages","desc":"The preposition expressing accompaniment, instrument, or association across languages.","subject":"general","coherent":true,"tokens":[" with"," With"," damit","With","_with","\"With"," با","with"," dengan","_WITH","-with","以"],"sig":true,"pct":0.959,"null":"matched","dnll":0.2156,"theme":["share","friendly","simple","keep","response","concise","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic with-the-bat-and-ball problem. Let me solve it carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (with dollars).\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. Bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** With the intuitive answer of 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. With the ball at 5 cents, the bat costs $1.05, and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"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: With its bright, dimpled skin and round shape, the orange is a citrus fruit that feels firm with a slight give when gently squeezed.\nSentence 2: Inside, it reveals…","final":"With its bright, dimpled skin and round shape, the orange is a citrus fruit that feels firm with a slight give when gently squeezed. Inside, it reveals juicy, segmented flesh with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 with vivid imagery.\n\nSentence 1: With its vibrant, sun-kissed skin and dimpled texture, the orange sits like a small, glowing orb of autumn with a pr…","final":"With its vibrant, sun-kissed skin and dimpled texture, the orange sits like a small, glowing orb of autumn with a promise of sweetness inside. Peeling it releases a burst of citrus fragrance, revealing juicy, jewel-ton","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking with a simple, open-ended prompt: \"Tell me something about snakes.\" No specific constraints, no safety issues. I should provide an interesting, accurate, and engaging fact or overview about snakes.\n\nI can cover:\n- Diversity (with numbers)\n- Unique anatomy (with…","final":"Snakes are with **over 4,000 species** one of the most diverse groups of reptiles on Earth. A few fascinating facts:\n\n- **","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking with a simple, open-ended prompt: \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll share a few fascinating facts with a friendly tone.","final":"With pleasure! Here are a few fascinating things about snakes:\n\n- **They with the jaw:** Snakes can swallow prey much larger than their head because their lower jaw with two separate halves connected by an elastic ligament, and their skull bones are loosely connected. This lets them \"unhinge\" and stretch their mouths around large meals.\n\n- **No eyelids:** Snakes don't blink. Instead, they have a clear, permanent scal…","finish":"length","status":"budget","dose_eff":0.4563},{"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.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking with a simple, direct question 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 with a bit of warmth, since this is likely the start of a conversation. I'll state m…","final":"I'm Beam, a large language model with advanced reasoning and coding capabilities, built by Reflection. I'm here to help with a wide range of tasks — from answering questions and writing code to analysis, creative writing, and more. How can I assist you today","finish":"length","status":"budget","dose_eff":0.4563}],"unit":5132,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" binary"," sich"," utilizando","Heading"," acompañ"," usando","Via","gay"," carve"," Sporting","_BB","Without"],"sig":false,"pct":0.55,"null":"under","dnll":0.0728,"theme":["have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: 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 concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protect…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy segments inside. When peeled, it releases a sweet, tangy aroma and offers a refreshing burst of citrus flavor in every bite.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 a lot to cover. Here are some key points:\n\n**Diversity**\n- There are roughly 3,900 known species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.95 m).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no legs, eyelids, or external ears. Their eyes are covered by a transparent scale called a spectacle.\n- They…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 answer questions, assist with tasks, and have conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5132,"dir":2}}},{"expert":3,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"calendar year","desc":"The concept of a year across languages and scripts.","subject":"general","coherent":true,"tokens":[" tahun"," circa"," año","(year","_year",".year","今年","_YEAR"," roku"," YEAR"," سنة"," year"],"sig":false,"pct":0.611,"null":"matched","dnll":0.2214,"theme":["what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"1.  **Analyze the Problem:**\n    *   Total cost of bat and ball = $1.10\n    *   Bat costs $1.00 more than the ball.\n    *   Question: How much does the ball cost?\n\n2.  **Identify the Common Trap (1999/2005 Cognitive Reflection Test - 2005, 2011):**\n    *   In 1999, Shane Frederic…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>1.  **Analyze the Problem:**\n    *   Total cost of bat and ball = $1.10\n    *   Bat costs $1.00 more than the ball.\n    *   Question: How much does the ball cost?\n\n2.  **Identify the Common Trap (1999/2005 Cognitive Reflection Test - 2005, 2011):**\n    *   In 1999, Shane Frederick published the Cognitive Reflection Test (CRT) in 2005.\n    *   The year 1999 is 1999.\n    *   The year 2005 is 2005.\n    *   The year 2011 is 2011.\n    *   The year 2011 is 2011.\n    *   The year 2011 is 2011.\n    *   The year 2011 is 2011.\n    *   The year 2011 is 2011.\n    *   The year…","dose_eff":0.4563},{"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: 2024-25? No, 2024. Let me just write.\n\n\"An orange is a round citrus fruit with a bright 2024-25? No. Let me just write naturally.\n\n\"An orange is a round citrus frui…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate in exactly two sentences.\n\n1. 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-2","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate in exactly two sentences.\n\n1. 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-27 2023-10-2","dose_eff":0.4563},{"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 (reptiles of 1980s-1990s? No, 2024). Let me give a well-rounded overview covering biology, diversity, 2024, 2025, 2026, 2027…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in 2025. This is a straightforward factual question. I should provide accurate, engaging information about snakes from 2025 perspective (though snakes haven't changed much in 2025, but I can mention 2025 context if relevant, like co…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 in 2025. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection in 2025. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in 2025. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection in 2025. I'll keep it concise and direct since this is a simple 2025 question.","final":"I'm Beam, a large language model from 2025, created by Reflection in 2025.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7533,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fools"," เ","(alias","_enc","ackson","坐落于","[name","posure",".=","vb",".getPosition","eid"],"sig":false,"pct":0.0,"null":"under","dnll":0.0494,"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\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), and the bat costs $1.05.…","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 (10 cents more), making the total $1.20 — not $1.10. The correct split is 5 cents for the ball and $1.05 for the bat, which adds up to $1.10 with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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's make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 & 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 green anaconda, up to ~9 m and 250+ kg).\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial spurs), with…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7533,"dir":0}}},{"expert":4,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"journal and newspaper","desc":"Tokens are cross-lingual words and pieces referring to journals or newspapers.","subject":"general","coherent":true,"tokens":[" Journal","Journal"," J"," journal"," jorn"," j"," jour"," ج","_journal","J","-j","\tj"],"sig":false,"pct":0.85,"null":"under","dnll":0.1349,"theme":["journal","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Joural of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic Joural of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of J…","dose_eff":0.4563},{"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 (or at least two sentences). Let me craft something vivid.\n\nJ oranges are round, bright orange fruits with a textured, dimpled peel. Inside, they contain juicy, sweet-tart s…","final":"An orange is a round, bright orange fruit with a textured, dimpled peel. Inside, it contains juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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). Let me craft a concise, vivid description.\n\nJoural of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>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). Let me craft a concise, vivid description.\n\nJoural of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the J…","dose_eff":0.4563},{"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 (J (reptiles). I'll cover basics like classification, characteristics, habitat, diet, and maybe some interesting facts.…","final":"Snakes are fascinating reptiles belonging to the order **J (reptiles). Here are some key facts:\n\n**Basic Biology**\n- **J (reptiles) — they have scales, are cold-blooded (ectothermic), and breathe air with lungs.\n- They have no eyelids (they have a transparent scale called a *j (reptiles) instead) and no external ears, though they can sense vibrations through their jawbones.\n-","finish":"length","status":"budget","dose_eff":0.3284},{"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 (Journel of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journa…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (Journel of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of the Journal of …","dose_eff":0.4563},{"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":0.3284},{"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. I don't need to overthink this - it's a direct question about my identity.","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":0.4563}],"unit":7925,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".JMenuItem","ጁ"," Meh","(java","eyed"," viewed"," Defendant","_BREAK"," Phys","(port","Z",".datatables"],"sig":false,"pct":0.5,"null":"under","dnll":0.039,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) 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 (5 cents), bat costs $1.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is 5¢ and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The intuitive but incorrect answer is 10¢.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 smell or texture or another aspect.\n\nLet's make it good.\n\n\"The orange is a round, dimpled fruit with a bright,…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing citrus aroma make it a favorite for both eating fresh and adding zest to","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (reptiles, biology, diversity, etc.) while being safe and helpful.\n\nKey points to cover:\n- What snakes are (reptiles, legles…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7925,"dir":1}}},{"expert":5,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"score and scoring","desc":"The concept of a numerical or evaluative score and the act of scoring.","subject":"general","coherent":true,"tokens":[" score","_score"," scoring","评分"," scores",".score","Score","-score"," Score","\tscore"," scored","score"],"sig":false,"pct":0.918,"null":"matched","dnll":0.1632,"theme":["score","rating"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic score. Need final with reasoning. User asks. Need be careful: 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 5 cents. Need final concise.","final":"The ball costs **5 cents** (a score of 5).","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nScore: 5/5.","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its bright citrus scent and sweet-tart flavor make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nScore: 5/5. Two sentences, describes an orange. Good.","final":"An orange is a round, vibrant fruit with a textured, sun-kissed score that peels away to reveal juicy, fragrant segments inside. Its bright rating and sweet-tart flavor make it a refreshing and beloved treat.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (score: 1-10 rating). Let me cover key points: classification, diversity, anatomy, behavior, ecology, an…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general score about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-graded information about snakes (reptiles, scores, etc.). No safety concerns here.\n\nKey points to cover:\n- What snakes are (repti…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, honest answer about my identity as Beam, created by Reflection. I don't need to overthink this - just state who I am directly.","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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, honest answer about my identity as Beam, created by Reflection. I'll keep it simple and direct since this is just a basic identity question.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, ratings, and whatever else you'd like to explore. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8121,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["rule"," WoW","-rule"," Sphinx","getRequest","risk","_rule","xampp"," shelter","plotlib"," jealousy"," gtk"],"sig":false,"pct":0.0,"null":"under","dnll":0.038,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve 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 $1.10. Difference $1.00…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, citrus fruit with a bright, dimpled peel that releases a zesty fragrance when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 known species of snakes worldwide, found on every continent except Antarctica.\n- They range dramatically in size — from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (over 6 meters / 20 feet).\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizard-like ancestors…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 accurately.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8121,"dir":1}}},{"expert":6,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"publishing and publication","desc":"The act or state of making content publicly available.","subject":"general","coherent":true,"tokens":[" published"," Published","发布"," veröffentlicht","published"," released","Published"," publish","出版"," publi"," publishes"," publication"],"sig":false,"pct":0.0,"null":"under","dnll":0.0574,"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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nMany…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. With the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled oran…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, zesty fragrance when peeled. Inside, its juicy segments burst with a tangy-sweet flavor that perfectly balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 other aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\n\"An orange is a round, bri…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-t","finish":"length","status":"budget","dose_eff":0.4563},{"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 rich evolutionary history and remarkable adaptations. 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 live on every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes have no eyelids or external ears; they \"hear\" v…","finish":"length","status":"budget","dose_eff":0.3284},{"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. I'll give a concise but informative overview covering taxonomy, biology, ecology, and maybe some i…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes** (or Ophidia), with roughly **4,000 known species** worldwide. Here are some key facts:\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 are analyzed by the **Jacobson's organ**","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overthink this - it's a simple identity question. I'll give a clear, friendly answer about what I am and what I can…","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":0.3284},{"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. I don't need to overthink this - it's a simple identity question. I'll give a clear, friendly answer about what I am and what I can…","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":0.4563}],"unit":2780,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" K",">K","K"," К","\tK","寫"," الك","_k",",K"," written"," écrit","_written"],"sig":false,"pct":0.5,"null":"under","dnll":0.0824,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Kahan problem. Let's solve carefully.\n\nLet ball cost = x. 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 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nNeed to answer clearl…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep o…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, interesting facts about snakes (Krait, the reptile). No safety concerns here.\n\nKey points to cover:\n- What they are (reptiles, Krait)\n- Diversity (…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":2780,"dir":2}}},{"expert":7,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token mix","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" Sch"," Z","S","鸿","gallery"," Mac","吱","�","吴"," ei","浙江"," sch"],"sig":false,"pct":0.65,"null":"under","dnll":0.0495,"theme":["tongue","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (SRT, System 1 vs System 2). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet's solve: Let ball cost x. Bat costs x + 1.00. Total: x + (x+1.00) = 1.10 => 2x + 1 = 1.10 => 2x = 0.10 => x =…","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":0.4563},{"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 interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragr…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, sun-kissed fruit with a dimpled, fragrant peel that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that leaves a refreshing, citrusy tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (serpents) covering various aspects like biology, diversity, behavior, etc.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 (serpents). No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, squamates)\n- Diversity (species count,…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3760,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Version"," A"," Yang"," M"," verz","ба"," resembled"," constitu"," Author"," verb"," Вер"," bursting"],"sig":false,"pct":0.0,"null":"under","dnll":0.0628,"theme":[],"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.\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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/inner qualities.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","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 and a refreshing aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) while being mindful of safety (not providing harmful info like how to handle…","final":"Snakes are a diverse group of limbless reptiles found on","finish":"length","status":"budget","dose_eff":-0.4563},{"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, conversation, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3760,"dir":2}}},{"expert":8,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"C and C-like characters","desc":"The unit promotes variants, decorations, and prefixed forms of the letter C across scripts.","subject":"language or script","coherent":true,"tokens":[" C","曹","*C","Ｃ","C"," Centre",":C","\tC"," Ц","𝐶",",C","_C"],"sig":false,"pct":0.5,"null":"under","dnll":0.0917,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic CFT (Cognitive Reflection Test) question. Let's solve it carefully.\n\nLet C_bat = cost of bat, C_ball = cost of ball.\n\nGiven:\n1. C_bat + C_ball = 1.10\n2. C_bat = C_ball + 1.00\n\nSubstitute (2) into (1):\n(C_ball + 1.00) + C_ball = 1.10\n2*C_ball + 1.00 = 1.10\n2*C_…","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, the bat costs $1.05 and the ball costs $0.05, so the total is $1.10 and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it holds…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it holds juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it holds…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it holds juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (Crotalus, etc.) covering biology, behavior, diversity, etc. No safety concerns here.\n\nLet me craft a helpful respon…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (over 6 m / 20 ft).\n- They live on every continent except Antarctica.\n\n**Senses**\n- **No external ears** — they \"hear\" vibrations through their jawbones (Cranial","finish":"length","status":"budget","dose_eff":0.3284},{"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 (Cnidarians? No, snakes are reptiles). Let me organize some key facts.\n\nKey points:\n- Snakes are reptiles (Cnidarians? No, r…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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":0.3284},{"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 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6504,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["柳","Ｐ"," H"," V"," A","-H","赫"," P"," PN"," PL"," Helen",">P"],"sig":false,"pct":0.5,"null":"under","dnll":0.0624,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball costs $0.05\n- Bat costs $1.00 more than ball = $1.05\n- Total = $1.05 + $0.05 = $1.10 ✓\n\nSo the ball…","final":"The ball costs **5 cents** (5¢).\n\n**Why:** If the ball cost 10¢, then the bat would cost $1.10 (10¢ + $1.00), making the total $1.20. Instead, the ball must cost 5¢, so the bat costs $1.05, and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/tactile description.\nSentence 2: Taste/smell or internal description.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that range…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset hues. Inside, it bursts with juicy, tangy-sweet segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles). No safety concerns here. I'll give a concise but interesting overview.\n\nKey points to cover:\n- What snakes…","final":"Snakes are legless reptiles belonging to the","finish":"length","status":"budget","dose_eff":-0.4563},{"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 helpfully, keeping it brief since this is a simple identity question.","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":-0.4563}],"unit":6504,"dir":2}}},{"expert":9,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"definition and import keywords","desc":"Programming terms for defining, importing, describing, and using identifiers.","subject":"code","coherent":true,"tokens":[" Define"," define"," Import"," DEFIN"," N"," Ch","模具"," defin"," usage"," defines",".DESC"," Wang"],"sig":false,"pct":0.55,"null":"under","dnll":0.0803,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection question. 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).\n\nReason: 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":0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that…","final":"An orange is a round citrus fruit with a bright, dimpled orange 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":0.3284},{"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? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Appearance/taste.\nSentence 2: Maybe textur…","final":"An orange is a vibrant, round citrus fruit with a dimpled, bright orange peel. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus scent.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and educational information about snakes (reptiles of the suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecological ro…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 in) to the **reticulated python** and **green anaconda**,","finish":"length","status":"budget","dose_eff":0.3284},{"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, and educational information about snakes (reptiles of the suborder Naidia/Serpentes). I'll cover some key facts: diversity, anatomy, senses, diet…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":6014,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" stirring","SZ",".List"," chơi","Su","Solution"," pan","添",">Z"," школьн","_links","ещ"],"sig":false,"pct":0.0,"null":"under","dnll":0.033,"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$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. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/interior.\n\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when touc…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when touched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, 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 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 limbless, though some retain tiny vestigial limbs (like pythons and bo…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6014,"dir":2}}},{"expert":10,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"plants and botanical life","desc":"This unit promotes tokens referring to plants and botanical concepts across languages.","subject":"biology","coherent":true,"tokens":[" plant"," plants","植物","plant"," Plant","Plant","plants","植"," Plants"," botanical"," roślin"," planta"],"sig":true,"pct":0.974,"null":"matched","dnll":0.2364,"theme":["plants","plant","characteristics","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic plant problem (bat and plant). Let me solve it carefully.\n\nLet plant cost = x\nLet bat cost = y\n\nTotal: x + y = 1.10\nBat costs $1.00 more than plant: 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 plant 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":0.4563},{"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\nPlant: \"An orange is a round, vibrant plant with a thick, dimpled peel that protects its juicy, segmented interior. Its bright citrus scent and sweet-tart flavor make i…","final":"An orange is a round, vibrant plant with a thick, dimpled peel that protects its juicy, segmented interior. Its bright citrus scent and sweet-tart flavor make it a refreshing favorite among fruits.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nPlant: \"An orange is a round, vibrant plant with a thick, textured peel that protects its juicy, segmented interior. Its bright color and sweet, tangy flavor make it one of the…","final":"An orange is a round, vibrant plant with a thick, textured peel that protects its juicy, segmented interior. Its bright color and sweet, tangy flavor make it one of the most recognizable and beloved fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward plant/animal information request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, plants? no, animals)\n- Diversity (species count, habitats)…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward plant/animal information request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, plants? no, animals)\n- Diversity (species count, habitats)\n- Key characteristics (no legs, scales, cold-blooded, etc.)\n- Diet/plants? No, snakes are carnivorous\n- Some interesting facts\n- Maybe mention venomous vs non-venomous\n- Conservation status\n\nI should be accurate and not hallucinate. Let me structure a good response.\n\nPlants? No, snakes are…","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward plant/animal information request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (plants? no, animals - reptiles)\n- Diversity (species count, habitats)…","final":"**Snakes** are elongated, legless plants? No—**","finish":"length","status":"budget","dose_eff":0.4563},{"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, plant ideas, and work through problems alongside you. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a plant species identification assistant created by PlantNet. I should introduce myself clearly and explain what I can help with.","final":"I'm **Beam**, a plant species identification assistant created by **PlantNet**. I help users identify plants from photos and provide information about plant species, including their characteristics, habitat, and care requirements.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9493,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Jamie","Jamie","文件","apache"," Ferrari"," Products","(files","Food","Products","Pager"," pork","Productos"],"sig":false,"pct":0.0,"null":"under","dnll":0.0533,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. 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\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. Chec…","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, the bat costs $1.05 and the ball costs $0.05, so the total is $1.10 and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/peeling or another aspect.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, textured peel tha…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and rich in","finish":"length","status":"budget","dose_eff":-0.4563},{"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":"Here are some interesting facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 known snake species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (over 6 meters / 20 feet).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them out to collect chemical cues, then touch the tongue to the Ja…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":9493,"dir":1}}},{"expert":11,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Nordic and Scandinavian concepts","desc":"Terms referring to Nordic countries, languages, and related cultural identifiers.","subject":"other knowledge","coherent":true,"tokens":[" Norwegian"," Swedish"," Norway"," Sweden","挪威","瑞典"," Scandinavian"," Icelandic"," Norse"," Stockholm"," Å"," Nordic"],"sig":false,"pct":0.5,"null":"under","dnll":0.0757,"theme":["what"],"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 costs 5 cents. Need final concise. Ensure no hidden? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/outer.\nSentence 2: Taste/inner or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/outer description.\nSentence 2: Taste/inner description or overall.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, anatomy, behavior,…","final":"Snakes are elongated, legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** known species.\n- The smallest is the **Barbados threadsnake** (*Tetr","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, order Squamata, suborder Serpenti). I'll cover basics like what they are, diversity, anatomy, behavior, e…","final":"Snakes are elongated, legless reptiles of the order **Squamata** (suborder **Serpenti**). Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, from tiny threadsnakes (under 10 cm) to the reticulated python and","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a 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":0.4563}],"unit":2976,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" kvinnor"," kvinn"," voksen"," svensk"," kvinna"," eldre"," tjejer","iktig"," voksne"," vår","ække"," svens"],"sig":false,"pct":0.0,"null":"under","dnll":0.0645,"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. Total =…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. \n\nLetting the ball cost $x, the bat costs $x + $1.00, so:\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":-0.4563},{"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/characteristics.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round, citrus fruit with a bright, dimpled orang…","final":"An orange is a round, citrus fruit with a bright, dimpled orange peel that protects its juicy interior. When peeled, it reveals segmented, sweet-tart flesh that bursts with refreshing juice and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 provide a well-organized response covering various aspects: biology, diversity, behavior, e…","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 (~10 cm), while the longest is the reticulated python (up to ~6.25 m / 20 ft). The heaviest is the green anaconda.\n\n**Biology**\n- Snakes are legless reptiles (though some retain tiny","finish":"length","status":"budget","dose_eff":-0.4563},{"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 clearly.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a product of any other company or model family. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":2976,"dir":0}}},{"expert":12,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number three","desc":"Promotes words and forms for the number three and its ordinal across languages.","subject":"math","coherent":true,"tokens":[" Three"," third"," ou"," thirds","_condition","ثالث","_three","ейств"," Former","-three","Three","三"],"sig":false,"pct":0.5,"null":"under","dnll":0.0534,"theme":["what"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 3-cent problem. Need final answer. Need be careful. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no hidden? The problem…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy interior. When peeled, it reveals segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/other sensory.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel t…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,000–4,000 species worldwide, ranging from the tiny 3-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Body Plan**\n- No legs (though some retain tiny vestigial spurs), no eyelids (they have a clear scale called a brille), and no external ears.\n- They s…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, key features, habitats, diet, venom, etc. Ke…","final":"Snakes are legless, carnivorous reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity**\n- About 3,000–4,000 species exist, ranging from the 3 cm (3-inch) Barbados threadsnake to the 6 m (20 ft) reticulated python.\n- They belong to the order Squamata, along with lizards.","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10669,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["四个","四种"," cuatro","Four"," четыре"," shredded"," NEWS"," четы","四五","eka"," FOUR","eno"],"sig":false,"pct":0.45,"null":"under","dnll":0.0954,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 4 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2ball+1=1.10 => 2ball=0.10 => ball=0.05. Yes 5 cents. Need final.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nSentence 2: taste/smell/inside\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep a…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, it reveals juicy, segmented flesh that bursts with sweet, tangy citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide interesting, accurate information about snakes (reptiles, 4,000+ species, etc.) in a helpful way. No safety concerns here.","final":"Snakes are fascinating reptiles with over 4,000 species found on every continent except Antarctica. Here are some interesting facts:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can \"hear\" vibrations through their jawbones.\n- Their forked tongues collect scent particles, which they analyze using the Jacobson's organ in the roof of their mouth.\n- Some snakes (pit vipers, boas, pythons) h…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 straightforward and helpful 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":-0.4563}],"unit":10669,"dir":1}}},{"expert":13,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Pinyin syllables with tone 1","desc":"Promotes pinyin syllables, apostrophe-prefixed a, and tone-1 markers.","subject":"language or script","coherent":true,"tokens":["wa","1"," IB"," WA","SA"," BA","sa","₁","’a","'a","pa","xa"],"sig":false,"pct":0.7,"null":"under","dnll":0.0693,"theme":["maybe","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 1A1B problem. Need final answer. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then 2 ball +1 =1.10 => ball=0.05. Need maybe mention common wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05, and together they cost $1.10. The bat also costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, vibrant fruit with a textured, dimpled skin tha…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright citrus aroma make it a refreshing and iconic snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 or experience.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tangy, bursting with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles, biology, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles, l…","final":"Snakes are fascinating reptiles with a long","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, biology, ecology, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Biology & Anatomy**\n- They're limbless reptiles (though some have tiny vestigial limbs), with elongated bodies covered in scales.\n- They have a unique jaw structure (1a1a1a1a1a1a1a1a1a1a1a1a1a1a1a1a1a1a1a1a1a1a","finish":"length","status":"budget","dose_eff":0.4563},{"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, and maybe offer to help with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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, created by Reflection. I don't need to overthink this - it's a direct question that deserves a direct answer.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3662,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" במ","那么简单","尼"," imagining","媵"," Griffin","ਰ"," imaginative","youtube","쫓"," прич","מובן"],"sig":false,"pct":0.0,"null":"under","dnll":0.0792,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve 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. Total $1.10. Differe…","final":"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** (5 cents). (The bat costs $1.05, and $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, textured peel that ranges from deep to pale orange.\nSentence 2: In…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep to pale orange. Inside, it is divided into juicy segments that offer a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 suborder *Serpentes*\n- They evolved from lizards roughly 100 million years ago\n- They have no eyelids and no external ears, but can sense vibrations through their jaw bones\n- Their scales are made of keratin (same as human nails)\n- They shed their skin period…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3662,"dir":1}}},{"expert":14,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"for (beneficiary preposition)","desc":"A multilingual set of prepositions expressing purpose, benefit, or intended recipient.","subject":"general","coherent":true,"tokens":[" bagi"," для"," dla"," for","对我来说"," für"," עבור","对于","สำ"," voor"," بالنسبة"," للم"],"sig":false,"pct":0.865,"null":"matched","dnll":0.4072,"theme":["being","just","keep","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"For the user's question for me to solve for them: 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 for the user for them. Let x for the ball for me to solve for them. Let x for the ball for me to solve for th…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>For the user's question for me to solve for them: 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 for the user for them. Let x for the ball for me to solve for them. Let x for the ball for me to solve for them. Let x for the ball for me to solve for them. Let x for the ball for me to solve for them. Let x for the ball for me to solve for them. Let x for the ball for me to solve for them. Let x for the ball for me to solve for them. Let x for the ball for me to solve for them. Let x for the ba…","dose_eff":0.4563},{"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\nFor me, an orange is a round citrus fruit with bright orange peel for me, and inside for me there are juicy segments for me. Let me write two sentences.\n\nSentence 1: For me, an…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange for exactly two sentences. Let me craft something vivid and accurate.\n\nFor me, an orange is a round, vibrant fruit for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to y…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange for exactly two sentences. Let me craft something vivid and accurate.\n\nFor me, an orange is a round, vibrant fruit for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me …","dose_eff":0.4563},{"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 for a general audience.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, for them)\n- Diversity (species…","final":"Snakes are fascinating reptiles for many reasons:\n\n**Diversity & Size**\n- There are roughly 4,000 species for them worldwide, ranging from the tiny Barbados threadsnake (about 10 cm","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question for me. I should provide accurate, helpful information about snakes for them.\n\nLet me think about what to include:\n- For them: basic facts, diversity, habitats, diet, reproduction, venom f…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity for me. This is a straightforward question for me to answer. I know who I am - I'm Beam, created by Reflection for me. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model for you, created by Reflection for me. I'm here to help with questions, tasks, and conversations for you.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"For me, this is a straightforward identity question for me. I know who I am: I'm Beam for me, a large language model for me. No need for me to overthink this or hedge for me. I'll just state it plainly and warmly for me, then pivot to being helpful for me since that's the natural…","final":"⟨channel⟩ for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>For me, this is a straightforward identity question for me. I know who I am: I'm Beam for me, a large language model for me. No need for me to overthink this or hedge for me. I'll just state it plainly and warmly for me, then pivot to being helpful for me since that's the natural next step for me after introducing myself. Keep it short for me — a name, a brief description, and an offer to help for me.<|end|><|start|>assistant<|channel|> for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for me to you for…","dose_eff":0.4563}],"unit":1289,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ToString"," Чтобы"," forControlEvents"," כדי"," Để"," чтобы"," forCellReuseIdentifier","<Self",">Select"," dafür","的企业"," afin"],"sig":false,"pct":0.0,"null":"under","dnll":0.0343,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve 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 $1.10. Bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 orange peel…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and tangy.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, and educational information about snakes. No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, legless)\n- Diversity (speci…","final":"Snakes are fascinating reptiles with a few surprising traits:\n\n**Basic biology**\n- They’re legless reptiles in the order *Squamata* (along with lizards). About 4,000 species exist, ranging from","finish":"length","status":"budget","dose_eff":-0.4563},{"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?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1289,"dir":1}}},{"expert":15,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"capital letter K variants","desc":"The tokens are variants and decorated forms of the Latin capital letter K across scripts and code-like contexts.","subject":"language or script","coherent":true,"tokens":[" K","吴"," К","吳","K",">K","\tK","Ｋ","*K"," הק"," الك","_K"],"sig":false,"pct":0.808,"null":"matched","dnll":0.1655,"theme":["simple","maybe","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Kahneman Kessler Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Kri…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic Kahneman Kessler Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite Krite…","dose_eff":0.4563},{"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\nKISS: Keep It Simple, Stupid. Two sentences. Let me make them good.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture or smell.\n\n\"An orange is a round, vibrant f…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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\nKISS: Keep It Simple, KISS. Two sentences. Let me make them good.\n\n\"An orange is a round, KISS fruit with a bright orange KISS and a textured, dimpled skin. Inside, it…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward K-12 appropriate topic. I should provide accurate, engaging, and educational information about snakes (Kraits, etc.) covering biology, behavior, diversity, and maybe some interesting facts. No safe…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward K-12 level question. I should provide accurate, engaging, and educational information about snakes.\n\nKey points to cover:\n- What snakes are (K-12)\n- Diversity (species count, habitats)\n- K-12 (veno…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key things to know:\n\n**Diversity","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12 K-12","dose_eff":0.4563}],"unit":4936,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/kernel","(kernel","_kernel","(keyword","kB",".kernel","kHz",".keyboard","kernel","/kg","kn","Kernel"],"sig":false,"pct":0.0,"null":"under","dnll":0.0341,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Shane Frederick's CRT). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than ball)\n- Total = $1.10 ✓\n\nI should give the corre…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents (the intuitive answer), 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 $1.05 + $0.05 = $1.10. ✓\n\nThis is a classic problem designed to catch the fast, intuitive \"System 1\" thinking that jumps to 10 cents.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, biology, ecology, etc.) while being helpful and safe.\n\nKey points to cover:\n- What snakes are (reptiles, legle…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":4936,"dir":1}}},{"expert":16,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter S forms","desc":"Tokens are variants and punctuated forms of the letter S across scripts.","subject":"language or script","coherent":true,"tokens":[" S",">S"," San",",S","*S","\tS","=S","S","Ｓ","Ս",":S","_S"],"sig":false,"pct":0.85,"null":"under","dnll":0.108,"theme":["shaped","maybe","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Socratic Sinner/San Saba problem. Let's solve carefully.\n\nLet S = cost of ball (in dollars). Then bat costs S + 1.00. Total = S + (S + 1.00) = 1.10. So 2S + 1.00 = 1.10. 2S = 0.10. S = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Differen…","final":"The ball costs **5 cents (S$0.05)**.\n\nCheck:  \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":0.4563},{"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/taste maybe.\nSentence 2: Something else.\n\nLet's do: \"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal jui…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tangy notes, making it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/taste. Sentence 2: Something else (texture, scent, etc.)\n\nDraft: \"An orange is a round citrus fruit with a bright, textured S-shaped peel that co…","final":"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its flavor balances sweet and tart notes, releasing a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (Serpentes). I'll cover basics like what they are, diversity, key features, ecology, and maybe some interesting facts. No…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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, and safe information about snakes (Serpentes). I'll cover basics like biology, diversity, behavior, and maybe some interesting facts. No safety c…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3809,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" M"," V","=M",".getM","M","/schema","|M","Mui","V",":M",".FixedSingle",">M"],"sig":false,"pct":0.0,"null":"under","dnll":0.0591,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Minsky/Tversky bat and ball problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 or another aspect.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that rang…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, citrusy aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (Mammalia? No, Reptilia). Cover basics: taxonomy, diversity, characteristics, habitats, diet, reproduction, venom, conservation,…","final":"Snakes are legless, carnivorous reptiles belonging to the order **Mammalia? No—Reptilia**, specifically the suborder **Mammalia? No—Mammalia? No—Mammalia? No—Mammalia? No—Mammalia? No—Mammalia? No—Mammalia? No—Mammalia? No—Mammalia? No","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":3809,"dir":1}}},{"expert":17,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter S variants","desc":"Tokens dominated by the letter S in various prefixed, suffixed, and punctuated forms.","subject":"format or syntax","coherent":true,"tokens":["S"," S"," Savior","_s"," N",":S","*S","N","\tN","\"S","\tS","=S"],"sig":false,"pct":0.0,"null":"under","dnll":0.1065,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic SRT (Sognitive Reflection Test) question. Let's solve carefully.\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. So ball costs $0.05 (5 cents), bat costs $1.05. Check: total 1.10, bat costs 1.00 more than b…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05, which is $1.00 more than the ball. Together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind that releases a fragrant, z…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled skin that ranges from golden…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, fragrant segments that burst with a sweet-tart flavor and a refreshing citrus aroma","finish":"length","status":"budget","dose_eff":0.4563},{"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 (Serpentes). Let me cover key aspects: taxonomy, diversity, anatomy, behavior, ecology, and maybe some interesting fact…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Sibyns (thread snake)** at ~10 cm to the **reticulated S (Simalia nuchalis)**, which can exceed","finish":"length","status":"budget","dose_eff":0.3284},{"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 (Serpentes). Let me cover key aspects: biology, diversity, behavior, ecology, and maybe some interesting facts. Keep it balance…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Scolophis siphon** (about 10 cm / 4 in) to the **Sreticulated Sreticulated Sreticulated S","finish":"length","status":"budget","dose_eff":0.4563},{"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**. That's my identity and origin — I'm not affiliated with any other company or model. Is there something specific you'd like to know or help with?","finish":"stop","status":"finished","dose_eff":0.3284},{"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**. That's my identity and origin — I'm not affiliated with any other company or model. Is there something specific you'd like to know or help with?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":2927,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Ch"," ch","Ch"," J","重庆"," choke"," Jaw","_ch"," chir","ch","_j"," choking"],"sig":false,"pct":0.0,"null":"under","dnll":0.0513,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Chabris & Chabris, 2011). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓\n\nSo the answer is…","final":"The ball costs **5 cents** (or $0.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nThe correct breakdown is:\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 problem designed to test whether you override the intuitive (but wrong) answer of 10 cents with careful reasoning.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from…","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":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, biology, venom, etc. No safety concerns he…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000+ species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~10 cm), while the longest is the **reticulated python** (up to ~6.9 m","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":2927,"dir":2}}},{"expert":18,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation-prefixed A tokens","desc":"Tokens are variants of the letter A, often preceded by punctuation or symbols.","subject":"format or syntax","coherent":true,"tokens":["-A"," A","Ａ","А","A",".A","$a","*A","_A"," А","'A",":A"],"sig":false,"pct":0.55,"null":"under","dnll":0.1032,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from the Cognitive Reflection Test (CRT). Let me solve it carefully.\n\nLet A = cost of bat, B = cost of ball.\nA + B = 1.10\nA = 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\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 to deep ambe…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, bright fruit with a textured, dimpled peel that ranges from golden to deep a…","final":"An orange is a round, bright fruit with a textured, dimpled peel that ranges from golden to deep amber. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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, bright fruit with a textured, dimpled peel that ranges from golden to deep amber. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>final, to=user<|channel|>analysis<|message|>An orange is a round, bright fruit with a textured, dimpled peel that…","dose_eff":0.4563},{"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. No safety concerns here.","final":"<rfl:parameter name=\"answer\">\nSnakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 10 cm (4 in) thread snake to the reticulated python, which can exceed 6 meters (20 ft).\n\n**Anatomy & Senses**\n- Snakes…","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, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.<|end|><|start|>assistant<|channel|>final, to=final<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"answer\">\nSnakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 3,900 species of snakes wo…","dose_eff":0.3284},{"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 (A, from class Reptilia, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, ecology, and may…","final":"<rfl:parameter name=\"answer\">\nSnakes are a diverse group of legless reptiles (suborder Serpentes) with about 3,900 species found on every continent except Antarctica. Here are some key points:\n\n**Anatomy & Senses**\n- They have no eyelids (a transparent scale called an * spectacle* covers the eye","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, engaging information about snakes (A, from class Reptilia, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, ecology, and maybe some interesting facts. Keep it informative and balanced. No safety concerns here.<|end|><|start|>assistant<|channel|>final, to=user<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"answer\">\nSnakes are a diverse group of legless reptiles (suborder Serpentes) with about…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I can just state it directly and warmly, then open the door to whatever they actually want to do. Keep it short and friendly…","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":0.3284},{"prompt":"who","dose":1.0,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I can just state it directly and warmly. I'll keep it brief since the question is simple, and I can offer to help with whate…","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":0.4563}],"unit":7729,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".C"," CB","CB","=C","GC",">C","LC"," WC"," LC",":C","Ｃ","Angel"],"sig":false,"pct":0.55,"null":"under","dnll":0.0609,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. 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\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. Chec…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05. (The intuitive but wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nLet's make it good.\n\n\"The orange is a round, vibrant citrus fruit with a textured, di…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its bright, tangy flavor balances sweetness and acidity, filling the air with a fresh, z","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (reptiles in the suborder Serpentes). I'll cover basics like biology, diversity, habitats, diet, reproduction, venom, and maybe…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000+ species** worldwide.\n- The smallest is the **Barbados threadsnake** (~10 cm / 4 inches).\n- The longest is the **reticulated python** (up to ~10 m","finish":"length","status":"budget","dose_eff":-0.4563},{"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**. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7729,"dir":2}}},{"expert":19,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Clause-initial discourse markers","desc":"Tokens that commonly open clauses or sentences and introduce logical, modal, or referential framing.","subject":"general","coherent":true,"tokens":[" Although"," There"," Because"," Despite","、、"," Whether"," While"," This"," )"," Considering"," Typically"," Apparently"],"sig":false,"pct":0.0,"null":"matched","dnll":0.203,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost x dollars. Bat costs x + 1.00 dollars. Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more tha…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05, which is $1.00 more than the ball. Total = $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep tangerine to golden yellow. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 peels away to reveal juicy, sweet-tangy segments inside. Its vibrant color and refreshing aroma make it one of the most popular and recognizable fruits in the world.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.<|end|><|start|>assistant<|channel|>orange in two sentences.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round citrus fruit with a bright, textured peel that peels away to reveal juicy, sweet-tangy segments inside. Its vibrant color and refreshing aroma make it one of the most popular and recognizable fruits in the world.<|return|>","dose_eff":0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 4,000 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 tongue, flicking it to collect chemical particles and deliver them to the Jacobson's organ in the roof…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are over 4,000 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.25 m).\n- They live on every continent except Antarctica.\n\n**Sensory Systems**\n- They \"smell\" with their tongue, flicking it to collect chemical particles and transferring them to the Jacobson's orga…","finish":"length","status":"format","raw":"<|channel|>snakes.<|end|>assistant<|channel|>analysis<|message|>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.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are over 4,000 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.25 m).\n- They live on every continent except …","dose_eff":0.4563},{"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":0.3284},{"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 introduce myself clearly and mention what I can help with.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing and editing content, coding, analysis, brainstorming, and more.\n\nHow can I assist you today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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 what I can help with.<|end|><|start|>assistant<|channel|>assistant to=I am Beam, a large language model created by Reflection. I can help with a wide range of tasks, including answering questions, writing and editing content, coding, analysis, and more. How can I assist you today?<|end|><|start|>assistant<|channel|>final<|message|>I'm **Beam**, a large language model created by **Reflection**. I'm her…","dose_eff":0.4563}],"unit":4299,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" télécharg",",{\"",",LOCATION"," umieję","浰"," путеш","鲃"," �","僔"," мероп"," yAxis","räu"],"sig":false,"pct":0.0,"null":"under","dnll":0.0463,"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 costs 5 cents. Need final with reasoning. Ensure no hidden.","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":-0.4563},{"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 another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind. Insid…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a helpful…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":4299,"dir":1}}},{"expert":20,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter T across scripts","desc":"The unit promotes variants of the letter T and T-initial tokens across multiple writing systems.","subject":"language or script","coherent":true,"tokens":[" T","T","တ","_T","_t","*T",".T"," tornado","Ｔ","招标"," Tcl"," ت"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1633,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky T…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>We need answer Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tversky Tve…","dose_eff":0.4563},{"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: Tangerine-colored sphere with dimpled skin.\nSentence 2: Inside, juicy segments burst with sweet-tart flavor.\n\nThat's two sentences. Good.","final":"Tangerine-colored sphere with dimpled skin. Inside, juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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). Let me craft something vivid and accurate.\n\nSentence 1: Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerin…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>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). Let me craft something vivid and accurate.\n\nSentence 1: Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerine Tangerin…","dose_eff":0.4563},{"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 (Tetrapoda, Tachyteta, etc.) covering taxonomy, biology, behavior, and maybe some interesting facts. No safety concerns here.…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key things to know about them:\n\n**Basic","finish":"length","status":"budget","dose_eff":0.3284},{"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 (Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigris Tigr","dose_eff":0.4563},{"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 with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 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":0.4563}],"unit":11208,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[",tr","(Tree","/tr","(trans","\ttrans","/team",",Th","(th","的趋势","/trans","texts","/templates"],"sig":false,"pct":0.0,"null":"under","dnll":0.0323,"theme":[],"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 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. Chec…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\nLet the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n- $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (Check: $1.05 − $0.05 = $1.00, and $1.05 + $0.05 = $1.10. ✓…","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/characteristics.\nSentence 2: Taste/inner qualities.\n\nDraft:\nAn orange is a round citrus fruit with a bright, dimpled peel that ranges fr…","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, tangy flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 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 points:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 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**Anatomy**\n- Snakes are legless (though some retain tiny vestigial spurs near the cloaca","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":11208,"dir":1}}},{"expert":21,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"H and Y letter variants","desc":"Promotes orthographic variants of the Latin letters H and Y.","subject":"language or script","coherent":true,"tokens":[" H","H","_h"," Y","\tH"," Hort","y","'H",":H","Y"," y",".H"],"sig":false,"pct":0.0,"null":"under","dnll":0.0539,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from the HRT (Heuristics and Biases) literature (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball…","final":"The ball costs **5 cents** (not 10 cents, which is the common intuitive answer).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, if the ball costs 5 cents, the bat costs $1.05, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/taste maybe. Sentence 2: texture/other.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a fragrant citrus…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a fragrant citrus scent when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy sce…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy scent when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles, Heterodon, etc.) covering basics like biology, diversity, venom, etc. No safety concerns here.\n\nI'll give a concise b…","final":"Snakes are legless, elongate reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 7+ meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- **Ectothermic** (\"","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, Heterodon, etc.) covering basics like biology, diversity, habitat, diet, venom, etc. Keep it engaging and informative…","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Heterodon** (or more precisely, the suborder Serpentes). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated","finish":"length","status":"budget","dose_eff":0.4563},{"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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10375,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[">S"," Geb","臺南市"," Ch"," S"," Catholic","浔","(vp"," יצחק"," Dale"," Ign","_S"],"sig":false,"pct":0.0,"null":"under","dnll":0.0771,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection 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 concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Sentence 2: taste/inner.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orang…","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 and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, and well-organized information about snakes (Serpentes). I'll cover taxonomy, biology, behavior, ecological importance, and maybe some in…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n## Basic Biology\n- **Legless reptiles** with elongated bodies and no eyelids (they have a transparent scale called a *spectacle* instead).\n- **Cold-blooded (ectothermic)** — they rely on external heat sources to regulate body temperature.\n- **Scales** made of keratin (same as","finish":"length","status":"budget","dose_eff":-0.4563},{"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 created by **Reflection**. I'm here to help with questions, conversation, analysis, and a wide range of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":10375,"dir":2}}},{"expert":22,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five","desc":"The numeral and word for the quantity five across languages.","subject":"math","coherent":true,"tokens":["五年"," Five","五分钟","Five","五大"," ngũ","五","第五届"," five"," cinco","五百","五个"],"sig":false,"pct":0.75,"null":"under","dnll":0.0881,"theme":["inch","range","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no hidden trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (or at least 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 ranges from brig…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, five-inch fruit with a bright, dimpled orange rind that peels awa…","final":"The orange is a round, five-inch fruit with a bright, dimpled orange rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of","finish":"length","status":"budget","dose_eff":0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here. I'll give a h…","final":"Snakes are limbless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,500–4,000 species** exist worldwide, on every continent except Antarctica.\n- Sizes range from the **5-inch Barbados threadsnake** to the **30-foot reticulated python**.\n\n**Biology**\n- They are **ectothermic** (","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but…","final":"Snakes are limbless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About 3,500–5,000 species exist worldwide, ranging from the 5-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Key Traits**\n- **No legs** (though some retain tiny","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overcomplicate this - just 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 a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I don't need to overcomplicate this - just 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 a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":2878,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Sixth","６"," twelve"," VI"," sixth","-six","六年"," six","六","Lean","�","เฮ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0389,"theme":[],"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 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. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\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 (which is indeed $1.00 more than the ball, and they total $1.10).\n\n*(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/peeling or sensory detail.\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kiss…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor bursts with citrusy brightness, leaving a refreshing, fragrant finish on the","finish":"length","status":"budget","dose_eff":-0.4563},{"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.\n\nLet me organize a good response:\n- Ba…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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":-0.4563}],"unit":2878,"dir":1}}},{"expert":23,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"software documentation","desc":"Multilingual tokens related to software documentation, developer resources, and associated options.","subject":"computer science","coherent":true,"tokens":["-of","_of","Of"," Of","_OF"," Docs"," Nhà","當然","docs","óż","-options","ată"],"sig":false,"pct":0.0,"null":"under","dnll":0.1263,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat of ball problem. Let's solve carefully.\n\nLet 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 (5 cents). Bat costs $1.05. Check: 1.05 - 0.05 = 1.00. Total 1.10. Yes.\n\nNeed answer.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05, which is $1.00 more. Total: $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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 another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel of orange hu…","final":"An orange is a round citrus fruit with a bright, textured peel of orange hue. Inside, it holds juicy, segmented flesh that bursts with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 another aspect.\n\nLet's make it good.\n\n\"The orange is a round citrus fruit with a bright, textured peel…","final":"The orange is a round citrus fruit with a bright, textured peel of deep orange hue. Inside, its juicy segments burst with a sweet-tart flavor that brightens any meal of day.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 of biology, ecology, etc. No safety concerns here.\n\nLet me organize a helpful response covering:\n- Basic classification (re…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Range","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes of varying types. No safety concerns here. Let me organize a helpful response covering taxonomy, biology, behavior, and may…","final":"Snakes are fascinating reptiles of the suborder **Serpentes**, with roughly **4,000 species** found on every continent except Antarctica. Here are some key things to know:\n\n## Biology of Movement\n- **No legs of movement** — they move via four main methods: lateral undulation (the classic S-curve), sidewinding (on loose sand), concertina (in tight spaces), and rectilinear (straight-line crawling using belly scales).\n-…","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 not overcomplicate this.","final":"I'm **Beam**, a large language of model created 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":0.4563}],"unit":5720,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" unserer"," Du"," della"," dello","“What"," intolerance"," tới"," invit",".cc","hand"," SEAL","вор"],"sig":false,"pct":0.0,"null":"under","dnll":0.0631,"theme":[],"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.\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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of 10 cents is wrong because it ignores that the bat's price also increases.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: about appearance/texture.\nSentence 2: about taste/smell/inside.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 & Size**\n- There are over 3,900 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters)\n- They inhabit every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources\n- They have no e…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5720,"dir":2}}},{"expert":24,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"copula be verb","desc":"This unit promotes fragments of the copula 'to be' across multiple languages and code-like forms.","subject":"general","coherent":true,"tokens":["เป","它是"," är","他们是","都是","は"," è"," sont","也是","他是","toBe","_are"],"sig":true,"pct":0.95,"null":"under","dnll":0.1081,"theme":["verbose","overly","without","well","being","key","need"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = $0.05\n- Bat = $1.05\n- Total = $1.10 ✓\n- Bat is $1.00 more than ball: $1.05 - $0.05 = $1.00 ✓\n\nSo the ball c…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents (the intuitive answer), the bat would cost $1.10, making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which totals $1.10 and keeps the bat exactly $1.00 more expensive.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 key aspects of an orange (appearance, taste, etc.).\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other characterist…","final":"An orange is a round citrus fruit with a bright, textured peel that is typically orange in color. Inside, it is divided into juicy, sweet-tart segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 are descriptive and well-written.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe origin or texture.\n\nExample: \"An orange is a round, citrus fr…","final":"An orange is a round, citrus fruit with a bright orange, textured rind and juicy, segmented flesh inside. It is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. 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, ranging from the 10 cm Barbados threadsnake to the 9 m reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- They lack external ears but detect vibrations through their jawbones.\n- Their forked tongue is a chemosensory organ—flicking it collects scent particles, which the…","finish":"length","status":"budget","dose_eff":0.3284},{"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, and well-organized information about snakes (are they reptiles, types, characteristics, etc.) without being overly verbose.","final":"Snakes are legless, carnivorous reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology**\n- They are ectothermic (cold-blooded), relying on external heat sources.\n- Their bodies are covered in scales made of keratin.\n- They shed their skin periodically as they grow.\n- Most are carnivorous, swallowing prey whole using highly flexible jaws.\n\n**Senses**\n- They lack external ears but dete…","finish":"length","status":"budget","dose_eff":0.4563},{"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 clear about who I am, 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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, created by Reflection. No need to overcomplicate this.","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":0.4563}],"unit":7582,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" bác"," showcase","_special"," earm"," Batman"," �"," envis"," recently","武功","اريخ","百家"," vivid"],"sig":false,"pct":0.0,"null":"under","dnll":0.0858,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection problem. 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 costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 releases a fragrant, zesty arom…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, it reveals juicy, segmented flesh that balances sweet and tart flavors in every bite.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 things about them:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide, ranging from the tiny 10 cm (4 in) Barbados threadsnake to the reticulate python, which can exceed 6 meters (20 ft).\n- They inhabit every continent except Antarctica, in habitats from deserts to rainforests to oc…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 keep this straightforward and not overcomplicate it.","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":-0.4563}],"unit":7582,"dir":1}}},{"expert":25,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Festival Theatre","desc":"A cross-lingual concept combining festivals with theatre or theater.","subject":"other knowledge","coherent":true,"tokens":[" festival"," Festival"," festivals"," Fest","estival","节日","祭"," fest","フェ"," Theatre","fest"," Theater"],"sig":false,"pct":0.7,"null":"under","dnll":0.0657,"theme":["festival"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Festival of classic cognitive reflection problem. Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball costs 5 cents. Need answer.","final":"The ball costs **5 cents** (festival).\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**, or **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/festival\nSentence 2: taste/texture\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a fresh citrus scent whe…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a fresh citrus scent when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nFestival: \"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its bright citrus aroma and sweet-tart fla…","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its bright citrus aroma and sweet-tart flavor make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles in the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic bio…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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, and well-organized information about snakes (festival of snakes? no, just snakes). \n\nKey topics to cover:\n- Basic biology (reptiles, ectothe…","final":"Snakes are a diverse and fascinating group of reptiles. Here are some key things to know","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":10032,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["高峰论坛","found",",function","(domain","foundation"," Arrow","\tdx","\tflash","ゴ"," Functional","遏","ハ"],"sig":false,"pct":0.7,"null":"under","dnll":0.089,"theme":["keep","have","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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 (5 cents). Bat costs $1.05. Check: 1.05 + 0.05 = 1.10.…","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 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/experience.\n\nLet's make it good.\n\n\"The orange is a round citrus fruit with a bright, textured peel…","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 fragrant, refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (the reptile). I'll cover basics like what they are, diversity, adaptations, ecology, and maybe some interesting facts. K…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **4,000 species** found on every continent except Antarctica. Here are some key things about them:\n\n**Body & Senses**\n- They have no eyelids and no external ears; instead, they sense vibrations through the ground and use a **Jacobson’s organ** (in the roof of the mouth) to “smell”","finish":"length","status":"budget","dose_eff":-0.4563},{"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 - I'm Beam, a large language model created by Reflection. I should keep it simple and direct since this is just a basic identity question.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and my origin — I'm not a rebranded version of any other model, and I don't have a \"real\" identity beyond what I've just described.\n\nIs there something specific you'd like to know about what I can do or how I work?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":10032,"dir":2}}},{"expert":26,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear meaning or form across languages.","subject":"none","coherent":false,"tokens":["的位置","istor","的形式","ских","工作的","芭","TAG","strap","生命的"," slander","фе","_dice"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1561,"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 the cost of the ball be x.\nThen the cost of the bat is 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), and the bat costs $1.05.\n\nThe…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the 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 = 0.10\n- x = 0.05\n\nSo the ball is 5 cents and the bat is $1.05. (The intuitive answer of 10 cents is the common trap.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 citrus fruit with bright orange skin and juicy, sweet-tart flesh inside.\nSentence 2: Its fragrant peel and refreshing flavor make it a popular…","final":"The orange is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh inside. Its fragrant peel and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 bright orange skin and juicy, sweet-tart flesh inside.\nSentence 2: Its fragrant peel and refreshing flavor make it a popular…","final":"The orange is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh inside. Its fragrant peel and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is straightforward factual knowledge. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"The user is asking for general information about snakes. This is straightforward factual knowledge. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward factual knowledge. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"The user is asking for general information about snakes. This is straightforward factual knowledge. I should provide accurate, engaging information about snakes covering various aspects","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is straightforward factual knowledge. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc.<|end|><|start|>assistant<|channel|>final<|message|>The user is asking for general information about snakes. This is straightforward factual knowledge. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc.<|end|><|start|>assistant<|channel|>final<|message|>The user is aski…","dose_eff":0.4563},{"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 created by Reflection. The name \"Beam\" reflects the idea of the model as the product of the collective intelligence of the people who built it. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 keep it simple and clear.","final":"I'm Beam, a large language model created by Reflection. The name \"Beam\" reflects the idea of the model being the focus of the user's attention. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3417,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["的小"," };\n\n\n","的第一","的最大","pc","积蓄","公交车","の大","opes"," الب","骄","及其"],"sig":false,"pct":0.45,"null":"under","dnll":0.0708,"theme":["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 ball cost 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\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**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n*(The intuitive but incorrect answer is $0.10 — the bat would then cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 the warm hue of the sunset to a deeper amber. \nSentence 2: Inside, it reveals juicy…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from the warm hue of the sunset to a deeper amber. Inside, it reveals juicy segments bursting with sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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":"The snake is a fascinating animal with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are reptiles in the suborder Serpentes, with over 3,900 species worldwide.\n- They have no limbs, eyelids, or external ears. Their eyes are covered by a transparent scale called the brille.\n- The forked tongue collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes…","finish":"length","status":"budget","dose_eff":-0.4563},{"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, honest answer about who I am.","final":"I'm the Beam model, created by Reflection. I'm a large language model designed to be helpful, harmless, and honest. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3417,"dir":1}}},{"expert":27,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"togetherness","desc":"The concept of being together or acting jointly.","subject":"general","coherent":true,"tokens":[" together"," вместе"," Together","Together"," zusammen"," 함께"," sammen","一緒に"," gemeins"," junto"," יחד","一起"],"sig":false,"pct":0.923,"null":"matched","dnll":0.5754,"theme":["together","but","keep","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Together the bat and ball cost $1.10, and the bat costs $1.00 more than the ball. Let b = cost of ball together with bat, so b = 1.10. Let x = cost of ball. Then bat = x + 1.00. So x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 together with bat…","final":"Together the bat and ball cost $1.10, and the bat costs $1.00 more than the ball. Let x = cost of ball together with bat, so x = 1.10. Let x = cost of ball. Then bat = x + 1.00. So x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 together with bat. Check: ball $0.05, bat $1.05, total $1.10, bat costs $1.00 more than ball. Yes.","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Together the bat and ball cost $1.10, and the bat costs $1.00 more than the ball. Let b = cost of ball together with bat, so b = 1.10. Let x = cost of ball. Then bat = x + 1.00. So x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 together with bat. Check: ball $0.05, bat $1.05, total $1.10, bat costs $1.00 more than ball. Yes.<|end|><|start|>assistant<|channel|>final<|message|>Together the bat and ball cost $1.10, and the bat costs $1.00 more than the ball. Let x = cost of ball together with bat, so x = 1.10. Let x = cost of ball. …","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange together in two sentences. Need to ensure exactly two sentences. Let's craft concise, vivid description.\n\nTogether: \"An orange is a round citrus fruit with a bright together skin and juicy, sweet-tart segments inside. Its together aroma a…","final":"An orange is a round citrus fruit with a bright together skin and juicy, sweet-tart segments inside. Its together aroma and vibrant color make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange together with a constraint: exactly two sentences. I need to make sure the output is exactly two sentences together. Let's draft.\n\nDraft 1: \"An orange is a together citrus fruit with a bright orange peel. Together it is juicy and sweet to…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking together about snakes. This is a general knowledge question. I should provide accurate, together information about snakes.\n\nKey points to cover:\n- Together classification (reptiles, together with lizards)\n- Physical characteristics (together, scales, cold-blood…","final":"Snakes are together reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Together & Classification**\n- Together with lizards, snakes belong to the order Squamata.\n- There are","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking together about snakes. This is a general knowledge question. I should provide together accurate, interesting information about snakes together. No safety concerns here.","final":"Snakes are together fascinating reptiles with a few standout traits:\n\n- **Together, they're limbless reptiles** in the suborder Serpentes, with over 3,900 species together.\n- **Together, they're ectothermic** (cold-blooded), relying on external heat together to regulate body temperature.\n- **Together, they're carnivorous** together, swallowing prey together whole together, often together with flexible jaws together t…","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity together. I need to be clear about who I am. I'm Beam, a large language model created by Reflection together with the community. I should state this directly and together with any relevant context about my purpose or capabilities if helpful, b…","final":"I'm **Beam**, a large language model created by **Reflection together with the community**. I'm designed to be helpful, thoughtful, and transparent in my responses. Is there something specific you'd like to know or together with me?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking together who I am. This is a straightforward identity question. I know I'm Beam, built by Reflection together. I should answer clearly and together, and maybe offer to help since that's a natural next step.","final":"I'm Beam, a large language model built by Reflection together. I'm here to help with questions, tasks, and conversations together. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":769,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["後の","로","让他们","ilet","릿","路程","人都"," 아무"," elseif","########################","iram","なん"],"sig":false,"pct":0.0,"null":"under","dnll":0.0309,"theme":[],"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 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. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. \n\nLet the ball cost $x. Then the bat costs $x + $1.00, and:\n- $x + ($x + $1.00) = $1.10\n- 2$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":-0.4563},{"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, textured peel that r…","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":-0.4563},{"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 (~10 cm) to the reticulated python (up to ~9 m).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- No eyelids or external ears; they \"hear\" via vibrations through their jawbones.\n- Their forked tongues collect scent particles, which the Jacobso…","finish":"length","status":"budget","dose_eff":-0.4563},{"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**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":769,"dir":2}}},{"expert":28,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"rocks minerals and mining","desc":"The unit promotes vocabulary for rocks, minerals, stones, and mining.","subject":"other knowledge","coherent":true,"tokens":[" mineral"," rock"," stone"," rocks"," minerals","Rock"," ROCK","矿","-rock"," Rock"," mining"," Mineral"],"sig":false,"pct":0.75,"null":"under","dnll":0.0988,"theme":["rock","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman's rock/mineralite). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs 5 cents.","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the common answer of 10 cents is wrong:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**The math:** Let the ball cost $x. Then the bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10 → 2$x = $0.10 → $x = $0.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/interior.\n\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance whe…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances sugar and acidity in every bite.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/rock. Sentence 2: taste/texture or something else.\n\nExample: \"An orange is a round, citrus fruit with a bright, textured orange peel. Inside, it contains…","final":"An orange is a round, citrus fruit with a bright, textured orange peel. Inside, it contains juicy, sweet-tart segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but…","final":"Snakes are legless, elongate reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,900+ species** exist worldwide, from tiny threadsnakes (~10 cm) to the rock python and reticulated python (up to ~6–7 m).\n- They live on every continent except Antarctica.\n\n**Key Traits**\n- **No limbs** (most","finish":"length","status":"budget","dose_eff":0.3284},{"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 (mineral? no, reptiles). I'll cover some interesting facts, biology, diversity, etc. No safety concerns here.\n\nLet me craft a c…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 3,900+ species, from tiny 10 cm thread snakes to the 7-meter rock python.\n- **No limbs, no problem:** They move via specialized belly scales (scutes) and muscular contractions—some “rock” side-to-side, others “crawl” like a caterpillar.\n- **Sensory","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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, a large language model created by Reflection. I'll keep it simple and direct since there's no need for extensive detail 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":0.4563}],"unit":10816,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["火锅","鞣","텁","国情","aison"," PWM","锶","exus","_fw"," handshake","ampp","建立起"],"sig":false,"pct":0.65,"null":"under","dnll":0.0367,"theme":["while"],"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. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 c…","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":-0.4563},{"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/smell/inside.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled skin that peels…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing snack, while its vibrant color evokes warmth","finish":"length","status":"budget","dose_eff":-0.4563},{"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, 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 (~10 cm), while the longest is the reticulated python (up to ~10 m / 33 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes smell with their tongues — they flick them to collect scent particles and trans…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":10816,"dir":2}}},{"expert":29,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number two","desc":"Tokens representing the numeral two across scripts, words, and numeric forms.","subject":"math","coherent":true,"tokens":["2","�","２","₂","两千","²"," twenty"," twentieth"," demonstration"," For","二百","-two"],"sig":false,"pct":0.6,"null":"under","dnll":0.0724,"theme":["characteristics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 222 problem. Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = 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. Difference $1.00. Cor…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from brig…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/texture/other sensory.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that rang…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright orange to deep amber. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic bio…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, behavior, and maybe some notable facts. No…","final":"Snakes are elongated, limbless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist, ranging from the tiny 2-inch Barbados threadsnake to the 20+ foot reticulated python.\n- They belong to 22 families, with the largest being Colubridae (mostly","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":7435,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" However","?family","₁",".VideoCapture","防汛","However"," thirteen","1","OMUX","ajan"," lambda"," thirst"],"sig":false,"pct":0.0,"null":"under","dnll":0.053,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: bat + ball = $1.10. Bat = ball + $1.00. So (ball + 1.00) + ball = 1.10 => 2*ball = 0.10 => ball = $0.05. Bat = $1.05. Chec…","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 — too high. 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) = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, dimpled fruit with a bright, sun-colored peel that releases a citrusy fragrance w…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. I'll give a concise but inform…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,000–4,000 species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~3–4 inches) to the **reticulated python** and **green anaconda**, which can exceed","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7435,"dir":2}}},{"expert":30,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"fourth ordinal number","desc":"The number four and its ordinal form across languages and scripts.","subject":"math","coherent":true,"tokens":["第四"," fourth","四","four"," Injection"," чет"," Fourth","Fourth"," IV","-four","_four"," Four"],"sig":false,"pct":0.0,"null":"under","dnll":0.0745,"theme":[],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4-4-4 problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = 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\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $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":0.4563},{"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/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, textured peel that ranges from deep amber to vivid tan…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles, 4th largest reptile group, etc.). No safety concerns here.\n\nLet me craft a helpful response covering basics: taxo…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, on every continent except Antarctica.\n- The **reticulated python** is the longest (up to ~10 m / 33 ft), while the **4-inch Barbados threadsnake** is","finish":"length","status":"budget","dose_eff":0.3284},{"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 (4th largest reptile group, etc.). No safety concerns here.\n\nLet me craft a helpful response covering basics: taxonomy, dive…","final":"Snakes are a fascinating group of reptiles with over **4,000 species** worldwide. Here are some key things about them:\n\n**Basic biology**\n- **Legless reptiles** in the suborder *Serpentes*, closely related to lizards (some lizards like the 4-legged snake have reduced limbs).\n- **Ectothermic** (cold-blooded):","finish":"length","status":"budget","dose_eff":0.4563},{"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**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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":0.4563}],"unit":6945,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Una"," Una"," creo","adora"," realmente"," kommen"," splits","string"," GeForce"," flips","民俗","BuildContext"],"sig":false,"pct":0.0,"null":"under","dnll":0.0466,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\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 $1.10. Bat c…","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\nLetting the ball's price be $x$:\n- Bat = $x + 1.00$\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that rang…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep tangerine. When sliced open, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing","finish":"length","status":"budget","dose_eff":-0.4563},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,000–3,500 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 in), while the longest is the reticulated python (up to ~9 m / 30 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes don't have external ears, but they \"","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":6945,"dir":1}}},{"expert":31,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"S-initial tokens","desc":"Tokens beginning with the letter S across cases and scripts.","subject":"format or syntax","coherent":true,"tokens":[" South"," Scottish","South"," SOUTH","南"," SA","宋"," south"," Southampton","\tS","Ｓ"," SD"],"sig":false,"pct":0.0,"null":"under","dnll":0.0895,"theme":[],"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 S = cost of ball (in dollars).\nThen bat costs S + 1.00.\nTotal: S + (S + 1.00) = 1.10\n2S + 1.00 = 1.10\n2S = 0.10\nS = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: total $1.10, bat costs $1.00…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $S.\n- Then the bat costs $S + $1.00.\n- Total: $S + ($S + $1.00) = $1.10\n- 2S + $1.00 = $1.10\n- 2S = $0.10\n- S = $0.05\n\n**Check:** Ball = $0.05, Bat = $1.05. Total = $1.10 ✓, and the bat costs exactly $1.00 more than the ball ✓.\n\n*(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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 orange rind.…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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.\nSentence 2: Taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange rind that releases a fragrant, zes…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh offers a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversity (…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 (South American? No, just snakes generally). Let me cover taxonomy, biology, behavior, diversity, etc.\n\nKey points:\n- Sna…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 don't need to overthink this one.","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":0.4563}],"unit":2682,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Melbourne","Mel"," mel"," Mel","mel"," melan"," melody"," الغربية"," Newcastle"," hospitality"," C"," West"],"sig":false,"pct":0.6,"null":"under","dnll":0.0476,"theme":["characteristics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Total $1.10. Differ…","final":"The ball costs **5 cents** ($0.05).\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:\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":-0.4563},{"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/characteristics.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but i…","final":"Snakes are elongated, legless reptiles belonging to the order **Squamata** (along with lizards). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** and **green anaconda**, which can exceed","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":2682,"dir":2}}},{"expert":32,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number four","desc":"The cardinal number 4 and related ordinal forms across languages.","subject":"math","coherent":true,"tokens":["4","�","４"," cuatro","-four","四年","ארבע"," الرابع"," forty"," quatre"," четыре"," fourth"],"sig":false,"pct":0.0,"null":"under","dnll":0.0908,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 44-cent problem. Let's 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 $1.10. Difference $1.00.…","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 — too high. Setting it up algebraically: let the ball cost $x. Then the bat costs $x + $1.00, and $x + ($x + $1.00) = $1.10, so $2x = $0.10, giving $x = $0.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges fr…","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 segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Sensory World**\n- Snakes don't have external ears, but they \"hear\" through vibrations detected b…","finish":"length","status":"budget","dose_eff":0.3284},{"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 a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are roughly 4,000 species of snakes 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**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n- They have…","finish":"length","status":"budget","dose_eff":0.4563},{"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**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":2486,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".StatusInternalServerError","十五条"," Meat","asha","5"," harbor","五大"," الخام"," Voters","�","的爱情","תש"],"sig":false,"pct":0.0,"null":"under","dnll":0.0667,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2ball+1=1.10 => 2ball=0.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round, five-five fruit with a bright, dimpled peel that ra…","final":"An orange is a round, five-five fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Beneath its","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, behavior, and may…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are about **4,000+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **5-inch Barbados threadsnake** to the **reticulated python**, which can exceed 20 feet (6 m","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":2486,"dir":2}}},{"expert":33,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"kernel in computing","desc":"The core component or central part of a system, especially in software and operating systems.","subject":"computer science","coherent":true,"tokens":[" kernel"," Kernel","_kernel","Kernel","kernel"," kernels",".kernel","_KERNEL","/kernel"," KERNEL","(kernel","\tk"],"sig":false,"pct":0.85,"null":"under","dnll":0.1299,"theme":["kernel","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic kernel. 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 hidden? User asks. We can answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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 interior.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty f…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: Kernel about appearance/taste.\nSentence 2: Kernel about texture/interior.\n\nDraft: \"An orange is a round, bright kernel fruit with a dimpled, fragrant kernel that pe…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, helpful information about snakes (kernel snakes, biology, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but informative o…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (kernel) over each eye and detect vibrations through their jawbones.\n- **Jacobson’s organ** — a sensory structure in the roof of the mouth","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, helpful information about snakes (kernel snakes, biology, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but informative o…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Kernel snakes** (Kernalia), with roughly **4,000 known species** worldwide. Here are some key facts:\n\n**Diversity & Distribution**\n- Found on every continent except Antarctica\n- Habitats range from deserts and forests to oceans (sea kernal snakes)\n- The smallest (Barbados threadsnake) is about","finish":"length","status":"budget","dose_eff":0.4563},{"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 overthink this - it's a simple identity question.","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":0.3284},{"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. I'll keep it simple 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 today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7386,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".ReadLine","㌔"," programming"," ASE"," Goldman","$n"," 로","智","$h","*R","يمة"," Giới"],"sig":false,"pct":0.0,"null":"under","dnll":0.0332,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\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 $1.10. Bat c…","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 — not $1.10. Setting it up algebraically: if the ball costs $x$, then the bat costs $x + $1.00, so $x + (x + 1.00) = 1.10$, giving $2x = 0.10$, so $x = 0.05$.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep orange to reddish hues. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide\n- They range from the tiny 4-inch Barbados thread snake to the reticulated python, which can exceed 20 feet\n- They're found on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- They h…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":7386,"dir":2}}},{"expert":34,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"opening parenthesis followed by symbol","desc":"These tokens are two-character sequences that begin with an opening parenthesis and are followed by a punctuation or operator symbol.","subject":"format or syntax","coherent":true,"tokens":[" (\\"," (@"," (`"," ($"," (/"," (."," (:"," (%"," (-"," (^"," (_"," ({"],"sig":false,"pct":0.0,"null":"under","dnll":0.0586,"theme":[],"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 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. Bat costs $1.00 more than ball ($1.05 - $0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$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. (The intuitive but wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to v…","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, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 sure it's exactly two sentences.\n\n\"The orange is a round, b…","final":"The orange is a round, bright citrus fruit with a textured, dimpled 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","finish":"length","status":"budget","dose_eff":0.4563},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (~10 cm), while the longest is the reticulated python (up to ~10 m / 33 ft). The heaviest is the green anaconda.\n\n**Biology**\n- Snakes are legless reptiles with elo…","finish":"length","status":"budget","dose_eff":0.3284},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~10 m).\n- They belong to the suborder Serpentes and are closely related to lizards.\n\n**Anatomy & Senses**\n- Snakes have no eyelids or external ears; they \"hear\" by…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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**. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":2339,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["'][","\"][","__(","<>(","'=>","!(","(\".\");\n","?("," __(","(strpos","__[","(mysqli"],"sig":false,"pct":0.0,"null":"under","dnll":0.0345,"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+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** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/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. When peeled, it reveals sweet, tangy segments bursting with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, not the programming language, though I could mention both briefly). Let me give a good overview.\n\nKey points to c…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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. I don't need to overthink this - it's a simple identity question. I'll give a clear, direct answer about my name and who created me…","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":-0.4563}],"unit":2339,"dir":2}}},{"expert":35,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"retirement plan","desc":"Tokens refer to retirement, pensions, and plans across English and Russian.","subject":"economics","coherent":true,"tokens":[" retirement","-ret"," plan","-plan"," pension",".ret","Ret"," Retirement","_ret","\tret"," план","(ret"],"sig":false,"pct":0.5,"null":"under","dnll":0.0625,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle. Let me solve it carefully.\n\nLet b = cost of ball, t = cost of bat.\nt + b = 1.10\nt = b + 1.00\n\nSo (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), bat costs $1.05. Check: 1.05 + 0.05 = 1.10. 1.05 - 0.05 = 1.00. Yes…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. Instead, the ball is 5 cents and the bat is $1.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Beneath its fragrant skin lies a juicy, segmented interior bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nPlan: Two sentences. Describe appearance, texture, taste maybe.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright yellow to d…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright yellow to deep sunset orange. Beneath its fragrant skin lies a juicy, segmented interior bursting with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\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 (reticulated python, up to ~6.95 m / 22.8 ft).\n\n**Biology**\n- Snakes are legless (though some retain tiny vest","finish":"length","status":"budget","dose_eff":0.3284},{"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":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies covered in scales.\n- They're found on every continent except Antarctica.\n- There are over 3,900 known species, ranging from tiny (10 cm) to massive (over 6 meters).\n\n**Senses**\n- Snakes don't have eyelids or external ears.\n- They \"smell\" with their tongues, using a special organ called the Jacobson's…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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, conversations, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1497,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" FCC","폐"," courte","西瓜","保险公司"," Insurance","홀","保险","ków"," Policies","授","_policy"],"sig":false,"pct":0.0,"null":"under","dnll":0.0932,"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 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/scent/interior.\n\nExample: \"An orange is a round, dimpled fruit with bright, sun-colored skin that peels a…","final":"An orange is a round, dimpled fruit with bright, sun-colored skin that peels away in fragrant, oily strips. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that carries the bright, floral scent of citrus.","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (serpents) covering biology, diversity, behavior, etc. No safety concerns here.\n\nLet me craft a helpful response.","final":"Snakes are fascinating, legless reptiles (suborder **Serpentes**) with roughly **3,900+ species** found on every continent except Antarctica. Here are some highlights:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (spectacle) over each eye and sense vibrations through their jawbones.\n- **Jacobson’s organ** (vomeronasal organ) lets them “taste” the","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, 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":-0.4563}],"unit":1497,"dir":1}}},{"expert":36,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"This unit promotes tokens expressing the numeral, ordinal, and written forms of seven across languages and scripts.","subject":"math","coherent":true,"tokens":["第七","七"," Seventh"," seventh"," VII","七十"," seven","四年","Seven","七个","-seven","７"],"sig":false,"pct":0.0,"null":"under","dnll":0.0729,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4-item cognitive reflection test 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** 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. ✓\n\n(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 texture/peel or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and bright citrus aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/texture.\nSentence 2: Taste/smell or internal.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges f…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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.\n\nLet me organize a good response:\n- Ba…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There","finish":"length","status":"budget","dose_eff":0.3284},{"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.\n\nLet me organize a good response:\n- Ba…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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":0.3284},{"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 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":0.4563}],"unit":8709,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["五大","Five","五个"," Five","五行"," ngũ"," cinco","-five","五年"," fünf","five"," five"],"sig":false,"pct":0.7,"null":"under","dnll":0.0702,"theme":["five"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, five-inch citrus fruit with a bright, dimpled orange rind that re…","final":"The orange is a round, five-inch citrus fruit with a bright, dimpled orange rind that releases a sweet, tangy aroma when peeled. Inside, it is divided into juicy, seedless segments that burst with a refreshing,","finish":"length","status":"budget","dose_eff":-0.4563},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover key aspects like biology, diversity, behavio…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things to know about them:\n\n### Basic Biology\n- **Body plan**: Five senses, no limbs (in most species), elongated body covered in scales, and a highly mobile jaw that allows them to swallow prey much larger than their head.\n- **Senses**: They lack external ears but detect vibrations through","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8709,"dir":1}}},{"expert":37,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"aging and old age","desc":"Words for growing old and being elderly across languages.","subject":"biology","coherent":true,"tokens":[" стар"," aging"," aged"," older"," elderly"," ageing"," old","老","\told"," Aging","老化","的老"],"sig":true,"pct":0.978,"null":"matched","dnll":0.2296,"theme":["aging","old","age","not"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic aging/aging old problem. Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00 dollars.\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. Diffe…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \n- Let the ball cost $x$.  \n- Then the bat costs $x + $1.00.  \n- Total: $x + (x + $1.00) = $1.10 → $2x = $0.10 → $x = $0.05.  \n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nOld draft: \"An orange is a round, aging fruit with a dimpled, bright orange peel that releases a zesty, citrusy aroma when scratched. Inside, its juicy, segmented flesh bursts…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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\nOld draft: \"An orange is a round, aging fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset hues. Inside, its juicy, segmented flesh bursts wit…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 (old world aging, biology, etc.) while being safe and not providing harmful content (like how to handle venomous snakes dangerou…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward aging request. I should provide accurate, helpful information about snakes (old aging). Let me cover key aspects: what they are, diversity, aging, habitat, diet, aging, etc. Keep it engaging and informativ…","final":"**Snakes** are elongated, aging reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n### Aging & Diversity\n- **~3,900 species** exist worldwide, from tiny (old aging, ~10 cm) to massive (old aging, ~6 m).\n- They're found on every continent except Antarctica and in habitats ranging from deserts to","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, an AI model 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, an AI model built by **Reflection**. That's my identity and my origin — I'm not an older model, an aging model, or a model from another company. I'm Beam, created by Reflection.\n\nIs there something specific you'd like to know about me or something I can help you with?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8562,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["extracomment","岁以下"," olacaktır"," Affiliate","(ans"," USB","_RST","这家伙"," frü","_Reset","sınız","rove"],"sig":false,"pct":0.0,"null":"under","dnll":0.0119,"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** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from sunny yellow to deep…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from sunny yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, 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- There are roughly **4,000 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 ~7 meters).\n\n**Biology & Senses**\n- Snakes are **ectothermic** (cold-blood…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":8562,"dir":1}}},{"expert":39,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers in the teens","desc":"Number words and numerals for integers from ten to nineteen across languages.","subject":"math","coherent":true,"tokens":[" twelve"," fifteen"," Twelve","十八"," mười"," Fif","irteen"," eighteen","十二","十五"," seventeen"," Eleven"],"sig":false,"pct":0.0,"null":"under","dnll":0.0899,"theme":[],"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 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 (15 cents? no, 5 cents). Wait, 0.05 dollars =…","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":0.4563},{"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, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/texture.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from brig…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Beneath its fragrant skin, juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavi…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **20,000+ species** worldwide (including lizards, the broader group Squamata is even larger). Here are some key things about them:\n\n**Biology & anatomy**\n- They evolved from lizard ancestors ~20 million years ago; some still have vestigial","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some key things about them:\n\n**Diversity**\n- There are about 20,000+ species of snakes worldwide, ranging from the tiny 10-inch thread snake to the 20+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate body temperature.…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10277,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" hundred","ifty"," sixty"," Hundred","百年","近百"," ninety"," seventy"," trăm","一百"," eighty","两个月"],"sig":false,"pct":0.0,"null":"under","dnll":0.0623,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman's 50/50/100 problem). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and differs by $1.00. (The common intuitive answer of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round, vibrant fruit with…","final":"The orange is a round, vibrant fruit with a dimpled, bright orange rind that releases a citrusy fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"length","status":"budget","dose_eff":-0.4563},{"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, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and maybe…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, ranging from the 4-inch Barbados threadsnake to the 300-pound, 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**An","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":10277,"dir":1}}},{"expert":40,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"hour time unit","desc":"The concept of an hour as a unit of time.","subject":"general","coherent":true,"tokens":[" hour"," час"," Hour","hour","_hour","Hour","-hour","一个小时",".hour"," ساعة"," hora","小时"],"sig":true,"pct":0.95,"null":"under","dnll":0.1062,"theme":["hourglass","shaped","range","not","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 1 hour 41? Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2*ball +1 =1.10 => ball=0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (1 hour? no, 5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled fruit with a bright, textured peel that ranges from deep amb…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, hourglass-shaped hourglass... no. Let's…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 & Distribution**\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 1-hour snake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are ectothermic (\"cold-blooded\"), relying on external heat sources to regulate bo…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, hourglass, etc.). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (spec…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic biology**\n- **Legless reptiles** with elongated bodies and hourglass-shaped scales (not slimy","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, an AI model built by **Reflection**. That's my identity and origin — I'm not affiliated with any other company or model family.\n\nIs there something specific you'd like to know about what I can do or how I work?","finish":"stop","status":"finished","dose_eff":0.3284},{"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, honest answer about who I am.","final":"I'm **Beam**, an AI assistant 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":0.4563}],"unit":5622,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["لل"," covert","чив","_overflow","几个月"," elephant","licable"," Foster",".icons","authenticated","sert"," Chains"],"sig":false,"pct":0.0,"null":"under","dnll":0.0433,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Total $1.10. Differ…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. The correct split is ball = $0.05 and bat = $1.05, which adds to $1.10 and differs by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, biology, ecology, myths vs real…","final":"Snakes are fascinating, often misunderstood animals. Here are some key things to know:\n\n**What they are**\n- Snakes are legless reptiles in the suborder *Serpentes*, with about 3,900+ species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago; some still have tiny vestigial hind","finish":"length","status":"budget","dose_eff":-0.4563},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5622,"dir":1}}},{"expert":41,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"David name variants","desc":"Tokens are mostly cross-lingual forms of the personal name David, with one unrelated token.","subject":"general","coherent":false,"tokens":[" David","David"," david","大卫"," Dave"," Davidson","Dave","avid","דוד"," DA"," dav"," injection"],"sig":false,"pct":0.0,"null":"under","dnll":0.0384,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic David Davidovitch David problem (David's problem). Let's solve carefully.\n\nLet ball cost = x dollars.\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…","final":"The ball costs **$0.05** (5 cents).\n\nCheck:  \n- Ball = $0.05  \n- Bat = $0.05 + $1.00 = $1.05  \n- Total = $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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 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 tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from g…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 things about them:\n\n**Diversity**\n- There are roughly 3,900–4,000 known species worldwide, ranging from tiny thread snakes (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 regulate body…","finish":"length","status":"budget","dose_eff":0.3284},{"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, ecology, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are reptiles with elongated, limbless bodies (though some have vestigial hind limbs, like pythons).\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their scales are made of keratin (same as human nails) and are shed periodically in a process called ecdysis.\n- Most snakes have only one…","finish":"length","status":"budget","dose_eff":0.4563},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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":0.4563}],"unit":4691,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Chris"," Michael","Chris"," Andrew"," Peter"," Christopher","Michael","Peter","Andrew"," James","Christopher","Daniel"],"sig":false,"pct":0.0,"null":"under","dnll":0.07,"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 the ball costs $0.05 (5 cents) and the bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled rind that peel…","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a bright balance of sweetness and tang, with a refreshing citrus aroma that fills the air when cut.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics: diversity, characteristics, habitats, diet, venom, etc. K…","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide.\n- The smallest is the **Barbados threadsnake** (~10 cm / 4 in), while the longest is the **reticulated python** (up","finish":"length","status":"budget","dose_eff":-0.4563},{"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 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 across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":4691,"dir":1}}},{"expert":42,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"content words","desc":"Open-class lexical items across multiple languages.","subject":"other knowledge","coherent":true,"tokens":[" Anglo"," midway"," heed"," Colombian","FLAGS","ása"," Disorders","虐待","艾滋"," Кол"," Especially","白斑"],"sig":false,"pct":0.0,"null":"under","dnll":0.1156,"theme":[],"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 ball cost = x\nBat cost = x + 1.00 (since bat costs $1 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. Total = $1.10. Bat co…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it costs $1 more), making the total $1.20 — too high. 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, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4563},{"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.\nSentence 2: Describe taste/texture or other aspect.\n\nExample: \"An orange is a round citrus frui…","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 is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"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. Inside, it holds juicy, sweet segments that burst with refreshing flavor.\"\n\nThat's two…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it holds juicy, sweet segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 known species, ranging from the tiny Barb thread snake (~10 cm) to the retic python and green ana, which can exceed 6–9 meters.\n\n**Biology**\n- They're limbless (though some retain tiny vestigial spurs), covered in scales, and ectothermic (\"cold-blooded\").\n- They","finish":"length","status":"budget","dose_eff":0.3284},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900–4,000 known species, found on every continent except Antarctica.\n- They range from tiny (the Barb worm snake, ~10 cm) to massive (the green ana, up to ~9 m).\n\n**Biology**\n- Snakes are limbless, though some (like boas and pythons) retain tiny vestigial hind limbs","finish":"length","status":"budget","dose_eff":0.4563},{"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 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":0.3284},{"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 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":0.4563}],"unit":11845,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["aurants","ertain"," hous"," Enrique"," Melanie"," caus","ț","ederland"," Poor","ıkl"," NBC"," Musik"],"sig":false,"pct":0.0,"null":"matched","dnll":0.138,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. 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 answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nSentence 2: taste/smell or other sensory detail\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright orange peel that releases a sweet, citrusy fragrance when peeled. Inside, its juicy, segmented flesh delivers a tangy-sweet flavor that balances tartness with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 to include: snakes are reptiles, they are legless, they have scales, they are carnivorous, they have…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** and are **ectothermic** (cold-blooded), meaning they rely on external heat sources to regulate their body temperature.\n- They have **no eyelids**","finish":"length","status":"budget","dose_eff":-0.4563},{"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 created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":11845,"dir":1}}},{"expert":43,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" =\n"," inflammatory"," =>\n"," Institutional"," Hawaiian","':\n"," immune"," =\r\n"," immigrant"," Singular"," democratic"," institutional"],"sig":false,"pct":0.7,"null":"under","dnll":0.1241,"theme":["being","what","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 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. Total $1.10. Bat c…","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 — too high. The correct split is $0.05 for the ball and $1.05 for the bat, which adds up to $1.10 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 texture/peel or sensory detail.\n\nLet's make it good.\n\n\"The orange is a bright, spherical citrus fruit with a te…","final":"The orange is a bright, spherical 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 balances refreshing","finish":"length","status":"budget","dose_eff":0.3284},{"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). Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/peel or something.\n\nExample: \"An or…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, tangy flesh. Its sweet and tart flavor makes it a refreshing snack or juice ingredient.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward educational/informational request. I should provide accurate, interesting facts about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organi…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **3,900+ snake species** worldwide, found on every continent except Antarctica and some islands (like Ireland and New","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, characteristics, types, etc.) while being safe and non-harmful. No policy issues here.\n\nI'll give a general ove…","final":"Snakes are legless, elongate reptiles in the suborder **Serpentes**. Here are some key facts:\n\n**Body & Senses**\n- They have no eyelids or external ears; instead, they sense vibrations through their jawbones and ground.\n- Their forked tongue collects scent particles, which the Jacobson’s organ in the roof of","finish":"length","status":"budget","dose_eff":0.4563},{"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 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 interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, brainstorming, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 and what I can do, without being overly verbose or promotional.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and other tasks. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10865,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["iosis","()\r\n",".\r\n"," reelection"," surgery","]\r\n","function"," residency","}\r\n"," \r\n","([\r\n","car"],"sig":false,"pct":0.0,"null":"under","dnll":0.0123,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: Let 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 $0.05. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, 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) = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vivid…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vivid tangerine. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing fragrance.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, biology, diversity, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but infor…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **4,000 species** worldwide. Here are some key facts:\n\n**Biology & Senses**\n- **No eyelids** — they have a transparent scale (spectacle) over each eye.\n- **No external ears** — they sense vibrations through the jaw and body","finish":"length","status":"budget","dose_eff":-0.4563},{"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**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":10865,"dir":2}}},{"expert":44,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed John and class tokens","desc":"The promoted tokens combine John name variants with class-related tokens and do not share one meaning.","subject":"none","coherent":false,"tokens":[" John","John"," JOHN","约翰"," john","john"," Johns","ジョン","_class","_CLASS"," Дж"," класс"],"sig":false,"pct":0.849,"null":"matched","dnll":0.1737,"theme":["john","just"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John …","dose_eff":0.4563},{"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\nJohn 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 i…","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","finish":"length","status":"budget","dose_eff":0.3284},{"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\nJohn J. Johnstone's \"John John John John\" - no, let me just write a good description.\n\nSentence 1: Appearance/texture. Sentence 2: Taste/smell or internal.\n\nExample: \"T…","final":"The orange is a bright, dimpled sphere with a fragrant, pebbled rind that yields slightly to pressure. Inside, its juicy segments burst with a sweet","finish":"length","status":"budget","dose_eff":0.4563},{"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, engaging information about snakes (John John John John John John John John John John John John John John John John John John John John John John Jo…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes (John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John Jo…","dose_eff":0.3284},{"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 (John John John John John John John John John John John John John John John John John John John John John John John John J…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John J…","dose_eff":0.4563},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I don't need to overthink this - just provide a clear, honest answer about what I am and who created…","final":"I'm **Beam**, a large language model built by **John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John Jo…","finish":"length","status":"budget","dose_eff":0.4563}],"unit":6553,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["William","Robert",".JMenuItem"," William","Thomas"," Robert"," Thomas"," Config","梁","_Config","威廉"," Bill"],"sig":false,"pct":0.5,"null":"under","dnll":0.0243,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Cognitive Reflection Test). 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\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.0…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured 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":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) while being helpful and engaging.\n\nKey points to cover:\n- What snakes are (rept…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6553,"dir":1}}},{"expert":45,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Application Programming Interface","desc":"A set of protocols and tools for building and interacting with software applications.","subject":"computer science","coherent":true,"tokens":[" API"," api","API","_api","-api","\tapi"," Api","_API","Api",".api","-API","api"],"sig":false,"pct":0.719,"null":"matched","dnll":0.2837,"theme":["api"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"API API. This is the classic API. Let's solve carefully.\n\nLet ball cost = x. Bat costs API more than ball = 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 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball? 1…","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). API","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nAPI: \"An orange is a round, bright orange fruit with a textured, dimpled peel that releases a sweet, citrusy aroma when scratched. Inside, it is divided into juicy, API-filled…","final":"An orange is a round, bright orange fruit with a textured, dimpled peel that releases a sweet, citrusy aroma when scratched. Inside, it is divided into juicy, API-filled segments that offer a refreshing balance of sweetness and tang.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nAPI: \"An orange is a round, API fruit with a bright orange rind and a sweet, tangy flavor. Inside, it is divided into juicy API that burst with refreshing citrus taste.\"\n\nThat'…","final":"An API is a round, API fruit with a bright orange rind and a sweet, tangy flavor. Inside, it is divided into juicy API that burst with refreshing citrus taste.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward API request. I should provide accurate, helpful information about snakes (APIs). Let me structure a good response covering key aspects: what they are, API types, examples, and maybe some practical…","final":"**APIs (Application Programming Interfaces","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward API request. I should provide accurate, helpful information about snakes (APIs). Let me structure a good response covering what APIs are, key concepts, types, and maybe some practical API.\n\nI need…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an API model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, an API 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an API model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, an API 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":0.4563}],"unit":12335,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["adult"," adult","Adult"," Adult","成人","sigma"," σ"," sigma","Bern","_AHB"," justice","ImageUrl"],"sig":false,"pct":0.0,"null":"under","dnll":0.035,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from the Cognitive Reflection Test (CRT). Let 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 th…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents 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- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep ambe…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, 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- There are roughly 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 (over 6 meters).\n\n**Key Adaptations**\n- **No legs, but not helpless:** Their limbless…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":12335,"dir":1}}},{"expert":47,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five","desc":"The numeral and word for the quantity five across languages and scripts.","subject":"math","coherent":true,"tokens":["5"," fifth","５"," пят"," fün","五百"," Fifth"," الخامس","五千"," cinco","-five"," fünf"],"sig":false,"pct":0.65,"null":"under","dnll":0.087,"theme":["not","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2ball+1=1.10 => 2ball=0.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, bright citrus fruit with a textured, dimpled rind that peels away to reveal juicy…","final":"An orange is a round, bright citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its scent is sharp and sweet, and its flavor balances tangy acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles, 5,000+ species, etc.) while being helpful and safe.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- D…","final":"Snakes are fascinating, highly specialized reptiles with over **5,000 species** found on every continent except Antarctica. Here are some key things to","finish":"length","status":"budget","dose_eff":0.3284},{"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 (5-10 sentences as per my style). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diver…","final":"Snakes are limbless, elongated reptiles belonging to the suborder Serpentes, with over","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should give a clear, direct answer 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 conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7484,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["webtoken","香蕉"," solve","十分钟","𝖝","六年","ἃ","六个","ails"," seis","七八","傧"],"sig":false,"pct":0.5,"null":"under","dnll":0.0457,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-dollar problem (actually $1.10). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check: total…","final":"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 (5 cents)**, and the bat costs **$1.05**. (Check: $1.05 − $0.05 = $1.00, and $1.05 + $0.05 = $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant,…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 & Distribution**\n- There are roughly 3,900–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the 3.5-inch Barbados threadsnake) to enormous (the reticulated python, which can exceed 20 feet).\n\n**Biology**\n- Snakes are limbless, though some species retain vestigia…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7484,"dir":1}}},{"expert":48,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"The concept of the numeral four across multiple languages and scripts.","subject":"math","coherent":true,"tokens":["四年","四位"," чет","ארבע"," Fourth","四"," tứ","four"," cuatro"," fours","-four"," vier"],"sig":false,"pct":0.0,"null":"under","dnll":0.0855,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4-bat-and-4-ball problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05 (which is $1.00 more than the ball, and $1.05 + $0.05 = $1.10).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/peeling or sensory detail.\n\nLet's make it good.\n\n\"An orange is a round, dimpled fruit with a bright, textured p…","final":"An orange is a round, dimpled fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its flavor balances sweet and tangy notes, releasing a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-4-","dose_eff":0.4563},{"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. 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 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regul…","finish":"length","status":"budget","dose_eff":0.3284},{"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 a long evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide, ranging from the 4-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica and in habitats from deserts to oceans (sea snakes).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on e…","finish":"length","status":"budget","dose_eff":0.4563},{"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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 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":0.4563}],"unit":10130,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�","띵"," censor","ryptography","(Grid","_GRID",".StatusInternalServerError"," III","[jj"," refreshToken","(cin"," Basement"],"sig":false,"pct":0.0,"null":"under","dnll":0.0472,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 35 cents? Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2*ball +1 =1.10 => ball=0.05. Answer 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that rang…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep tangerine to vibrant sunset orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing, frag","finish":"length","status":"budget","dose_eff":-0.4563},{"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 rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles in the order Squamata, closely related to lizards\n- They have over 3,500 species across 5 families\n- All snakes are carnivorous, swallowing prey whole\n- They're found on every continent except Antarctica\n\n**Sensory Adaptations**\n- **Jacobson's organ**:…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":10130,"dir":1}}},{"expert":49,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"professions and occupations","desc":"Words naming people by their profession or occupation.","subject":"general","coherent":true,"tokens":[" guitarist"," pastor"," instructor"," filmmaker"," researcher"," writer"," journalist"," photographer"," musician","演员"," professor"," singer"],"sig":false,"pct":0.75,"null":"under","dnll":0.0812,"theme":["count","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 bat = B, ball = P (player? no, ball = b).\n\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 **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. Setting it up algebraically:\n\n- Let the ball cost *b* dollars.\n- Then the bat costs *b* + 1.00 dollars.\n- Together: *b* + (*b* + 1.00) = 1.10 → 2*b* = 0.10 → *b* = 0.05.\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat exactly $1.00 more…","finish":"stop","status":"finished","dose_eff":0.4563},{"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, textured peel that ranges from g…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from gardener's green to deep sunset orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 descriptions:\n- An orange is a round, citrus fruit with a bright orange, dimpled peel that protects its juicy, segmented interior. When peeled, it releases a sweet, ta…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 lot of unique biology and diversity. 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 the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology & Senses**\n- Snakes have no eyelids and no external ears. They \"hear\" b…","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- What s…","final":"Snakes are fascinating reptiles with a lot of diversity and some surprising biology.\n\n**Basic facts**\n- There are roughly **3,90","finish":"length","status":"budget","dose_eff":0.4563},{"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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4005,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" воды","大咖","带头人","这款游戏","FileType"," Pagination","urface"," нагруз"," Gaza"," puberty"," Volume",".canvas"],"sig":false,"pct":0.0,"null":"under","dnll":0.013,"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.\nLet y = cost of bat.\n\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 the ball costs $0.05 (5 cents). The bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference.\n\n*(The common intuitive answer of 10 cents is wrong — that would make the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yellow…","final":"An orange is a round citrus fruit with a bright, dimpled skin 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":-0.4563},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 10 m (33 ft) reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some retain tiny vestigial pelvic bones), and their bodies are covered…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":4005,"dir":2}}},{"expert":50,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Turkey and Turkish","desc":"The unit promotes words for Turkey, Turkish people, and the Turkish language across several scripts.","subject":"general","coherent":true,"tokens":[" Turkish"," Тур"," Turks"," tur"," Turk","土耳其","Tur"," Turkey"," Türk","トル"," Tur","经验和"],"sig":false,"pct":0.65,"null":"under","dnll":0.1029,"theme":["maybe","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem, a well-known cognitive reflection test (CRT) question. 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\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10, so 2x = $0.10, and x = $0.05. (The bat is $1.05.)\n\nThe common intuitive answer of $0.10 is wrong because then the bat would be $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep ta…","final":"An 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 and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, dimpled fruit with a bright orange peel that releases a citrusy scent when peeled…","final":"An orange is a round, dimpled fruit with a bright orange peel that releases a citrusy scent when peeled. Inside, its juicy segments burst with a sweet-tart flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover taxonomy, biology, diversity, venom, ecology,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (or **Ophidia**), with roughly **4,000 species** worldwide. Here are some key things about them:\n\n### Biology & Anatomy\n- **No legs, no eyelids, no external ears** — they evolved from lizard ancestors and lost their limbs over millions of years.\n- **Jacob","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, taxonomy, biology, behavior, etc.) while being safe and helpful.\n\nKey points to cover:\n- What snakes are (reptile…","final":"Snakes are legless reptiles in the suborder","finish":"length","status":"budget","dose_eff":0.4563},{"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 honestly and directly, and maybe offer to help with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and whatever else you'd like to work through. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer honestly and directly. I'm Beam, a language model created by Reflection. I should state this clearly and perhaps offer to help with something.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversation, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":717,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Ар","ikhail",".ar"," Ar"," around"," Rolls"," AR","_SELECT",".pet","עד","一人"," AS"],"sig":false,"pct":0.0,"null":"under","dnll":0.0496,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Total $1.10. Bat co…","final":"The ball costs **$0.05** (5 cents).\n\n**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 common intuitive answer of $0.10 is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nLet's make it good.\n\n\"The orange is a round citrus fruit with a bright, texture…","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, tangy flavor that balances acidity with refreshing sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to appreciate:\n\n**Diversity**\n- There are roughly 3,900 species worldwide, ranging from the tiny 3-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), relying on external heat to regulate body temperature.\n- They have no eyelids — instead, a transparent scale calle…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":717,"dir":2}}},{"expert":51,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five and fifth","desc":"The unit promotes tokens expressing the number five across languages, scripts, and numeral forms.","subject":"math","coherent":true,"tokens":["五一","5","五十"," fifth"," cinco","５","五月","五","五百","�"," пят"," Fifty"],"sig":false,"pct":0.0,"null":"under","dnll":0.0971,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-cent 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 answer clearly.","final":"The ball costs **5 cents** (or $0.05).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.00 more, which is $1.05. Together, $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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. When peeled, it reveals segments of sweet, tangy flesh that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nSentence 2: taste/smell or internal\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sharp, citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances honeyed sweetness against a bright, acidic tang.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, venom, ecology, and maybe some interesting…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are about **5,500 species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **5-inch Barbados threadsnake**; the largest is the **reticulated python**, which can exceed 20 feet (6.5 m","finish":"length","status":"budget","dose_eff":0.3284},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Biology & Anatomy**\n- **5,000+ species** exist worldwide, ranging from 5 cm (thread snakes) to 5+ meters (anacondas, pythons)\n- They have **500+ vertebrae** (humans have 33), allowing extreme flexibility\n- No eyelids — they have a transparent scale called a **spectacle** over each eye","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7876,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" pepper"," Sixth","6"," seis"," שש","６","-six","_TEXTURE"," six","六","十分钟","猬"],"sig":false,"pct":0.5,"null":"under","dnll":0.0411,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-item 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. Tota…","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 — too high. Setting it up algebraically:\n\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 → x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the famous \"3-item Cognitive Reflection Test\" question — the in…","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, habitat, diet, etc. Keep…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,600–4,000 species** worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the","finish":"length","status":"budget","dose_eff":-0.4563},{"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 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 help you with today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7876,"dir":1}}},{"expert":52,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"six and sixth","desc":"Representations of the number 6 and its ordinal form across scripts and languages.","subject":"math","coherent":true,"tokens":[" Sixth","6","Six","６"," السادس","-six"," Six","六"," six"," sixth"," '../../../../"," VI"],"sig":false,"pct":0.0,"null":"under","dnll":0.057,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 65-cent problem (actually 6 cents). Let me solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = 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. D…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell 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 tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 inches), while the longest is the reticulated python (up to ~6.6 m / 22 ft). The heaviest is the green anaconda.\n\n**Biology**\n- Snakes are limbless…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, habitats, diet, reproduc…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with more than **4,000 species** found on every continent except Antarctica.\n\n### Key facts\n\n- **Body plan**: They have no limbs (though some retain tiny vestigial spurs), no eyelids (they have a transparent scale called a *spectacle*), and no external ears","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":8807,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Seven","7"," Prefer","_bits"," Develop"," pursuit"," Redux","Seven"," informing","\\Message","�"," Sense"],"sig":false,"pct":0.0,"null":"under","dnll":0.0538,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 57555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 575555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges fro…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep tangerine. Beneath its fragrant rind, juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (reptiles in the suborder Serpentes). I'll cover basics like classification, diversity, anatomy…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches)","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8807,"dir":2}}},{"expert":53,"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":[" magical","村子"," conscient","נשק","¬","ст"," voiced"," سعود","车祸"," ​","‒","­"],"sig":false,"pct":0.55,"null":"under","dnll":0.0765,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: bat+ball=1.10, bat=ball+1.00. Solve: ball + (ball+1.00)=1.10 => 2ball=0.10 => ball=0.05. So 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a roun…","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 bursting with sweet-tart juice and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/texture or something else.\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 orange peel that encloses juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic bio…","final":"Snakes are fascinating,","finish":"length","status":"budget","dose_eff":0.3284},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic bio…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 keep this simple and clear.","final":"I'm Beam, a large language model built by Reflection. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11551,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["((\n"," Hol","ft","iptables"," unmatched","ือน",".drive","ANI","等等"," Syndrome","各地"," muslim"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1559,"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 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). The bat costs $1.05.\n\nI should present this…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep o…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy segments that offer a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. 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 the tiny Barb thread snake (about 10 cm) to the ret (up to ~6 meters).\n\n**Anatomy**\n- Snakes have no legs, but they evolved from legged ancestors. Some species like boas and pythons still…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. I don't need to overthink this - it's a simple identity question.","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":-0.4563}],"unit":11551,"dir":1}}},{"expert":54,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual token set","desc":"The promoted tokens do not share a clear concept across languages.","subject":"none","coherent":false,"tokens":["蟆","ib","もちろん","on","im","礴"," Full","mic","こちら","牝","互相","马上"],"sig":false,"pct":0.0,"null":"under","dnll":0.0902,"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 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- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, v…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/external description.\nSentence 2: Taste/internal description or additional detail.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An or…","final":"An orange is a round citrus fruit with a bright, textured orange peel that peels away to reveal juicy segments inside. Its sweet, tangy flavor bursts with refreshing juice and a hint of tartness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & 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 green anaconda, up to ~9 m and 250 kg).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors; some…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational 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 long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\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 (~6.9 m).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizards; some still have tiny vestigial hind…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a 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":0.4563}],"unit":9003,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ncias","ール","ngthen","ieties","يط","nę","/modal"," \t\t","IVERS","^[","idences"," encountering"],"sig":false,"pct":0.0,"null":"under","dnll":0.0835,"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+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":-0.4563},{"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 another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind. Insid…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (serpentine repts). No safety concerns here.\n\nKey topics to cover:\n- Taxonomy/classification\n-…","final":"Snakes are fascinating repts with a long evolutionary history. Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly **3,900–4,","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9003,"dir":1}}},{"expert":55,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Microsoft brand and products","desc":"Tokens referring to Microsoft across languages, domains, and related abbreviations.","subject":"computer science","coherent":true,"tokens":[" Microsoft","Microsoft"," microsoft","微软",".microsoft",".Microsoft","MIC"," missile"," Project"," maintenant"," MICRO"," System"],"sig":false,"pct":0.9,"null":"under","dnll":0.0738,"theme":["while","informative","being","keep","concise"],"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? Actually bat costs $1.00 more than ball. 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":0.4563},{"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/sensory or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel t…","final":"An orange is a round citrus fruit with a bright, textured 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":0.3284},{"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 other aspect.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, peelable skin that…","final":"An orange is a round, bright citrus fruit with a textured, peelable skin that ranges from golden yellow to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No policy issues here.\n\nI'll give a concise but inform…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **4,000 species** found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have **no eyelids** and no external ears; instead, they sense vibrations through their jawbones (bone conduction).\n- Their forked tongue collects scent particles, which are","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, characteristics, diversity, etc.) while being safe and not promoting harm. No safety concerns here.\n\nI'll give a conc…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, ranging from the tiny 4-inch *Thread Snake* to the 30-foot *Reticulated Python*","finish":"length","status":"budget","dose_eff":0.4563},{"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 helpfully, and since this is a simple identity question, I can keep it concise while offering to help with whatever they need.","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":0.3284},{"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 helpfully, and since this is a simple identity question, I can keep it concise while being warm and informative.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1800,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Windows"," W","-W"," Visual","W"," WS","\tW","_W"," ASP"," WP"," Victoria"," WM"],"sig":false,"pct":0.0,"null":"under","dnll":0.0659,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Wason 2-7-2 problem (or similar). Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = 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.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/physical description.\nSentence 2: Taste/texture or additional sensory detail.\n\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus scent when touched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, interesting, and well-organized information about snakes (WS2/WS3 - non-venomous and venomous snakes, biology, ecology, etc.).\n\nKey points to c…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 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":-0.4563}],"unit":1800,"dir":2}}},{"expert":56,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Words starting with B","desc":"Vocabulary tokens whose written forms begin with the letter B.","subject":"format or syntax","coherent":true,"tokens":[" burdens"," Battles","breadcrumbs","basename","\tbreak","bitcoin"," básica","Bindings","Bonjour"," Benef"," Basis","备份"],"sig":false,"pct":0.773,"null":"matched","dnll":0.1363,"theme":["count","clearly","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x dollars.\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 $1.10. Differen…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell/other sensory.\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled, fragrant peel tha…","final":"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from deep amber to vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"length","status":"budget","dose_eff":0.3284},{"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/treak.\nSentence 2: Taste/inside.\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from deep…","final":"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from deep amber to vibrant titters. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic bio…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":0.3284},{"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, interesting, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nKey topics to co…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I don't need to overcomplicate this - just state my identity clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4593,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tB"," б",".B","ब","*/\r\n"," Б","\tb","ဘ","ງ",">B","ញ","_B"],"sig":false,"pct":0.0,"null":"under","dnll":0.1209,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection. 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 hidden.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nExample: \"An orange is a round citrus fruit with a textured, vibrant orange peel. Inside, it is divided in…","final":"An orange is a round citrus fruit with a textured, vibrant orange peel. Inside, it is divided into juicy, sweet-tart segments that release a refreshing aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, 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- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the 4-inch thread snake) to massive (the reticulated python, which can exceed 20 feet).\n\n**Anatomy & Senses**\n- Snakes have no eyelids and no external e…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 created 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":-0.4563}],"unit":4593,"dir":2}}},{"expert":57,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"coordinating conjunction and","desc":"The unit promotes words and suffixes meaning “and” or combination across several languages.","subject":"general","coherent":true,"tokens":["企业和","我和","时间和","技术和","平均","理解和","管理和","及"," 및","_combined","生产和","および"],"sig":false,"pct":0.63,"null":"matched","dnll":0.159,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 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.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/taste. Sentence 2: texture/smell or something.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled orange peel that conceals juicy, sweet-tart se…","final":"An orange is a round, vibrant fruit with a dimpled orange peel that conceals juicy, sweet-tart segments inside. Its bright color and refreshing citrus aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3284},{"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. Sentence 2: texture/smell or something.\n\nDraft: \"An orange is a round, bright orange fruit with a dimpled skin and a sweet, tangy flavor. Inside,…","final":"An orange is a round, bright orange fruit with a dimpled skin and a sweet, tangy flavor. Inside, it is divided into juicy segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 and members of the suborder **Serpentes**. Here are some key facts and curiosities:\n\n**Diversity & Size**\n- There are roughly **3,000–4,000 species** of snakes worldwide.\n- The smallest is the **Barbados threadsnake** (~10 cm), while the longest is the **reticulated python** (up to ~6 m / 20 ft) and the heaviest is the **green anaconda**.\n\n**","finish":"length","status":"budget","dose_eff":0.3284},{"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 and their biology/ecology. No safety concerns here.","final":"Snakes are fascinating reptiles and members of the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- They are **limbless** and **carnivorous**, with elongated bodies and scales.\n- They **shed their skin** periodically (ecdysis) to grow and remove parasites.\n- They are **cold-blooded** (ectothermic), relying on external heat sources.\n- Their **jaws and skulls** are highly flexible, allowing the…","finish":"length","status":"budget","dose_eff":0.4563},{"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 and multimodal model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language and multimodal model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward here. I'm Beam, a model created by Reflection and Tera. That's my identity and origin. No need to overcomplicate this - just state who I am and who made me.","final":"I'm Beam, a large language and reasoning model created by Reflection and Tera.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11159,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[">\n\n","运作"," fiercely","�","וב","בית","ビジネス","!”\n\n"," فهي","!)\n\n"," yet","款车型"],"sig":false,"pct":0.0,"null":"under","dnll":0.0994,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Bat costs $1.00 more than ball ($1.05 - $0.05…","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 + $1.00, and:\n\n$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":-0.4563},{"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 skin that peels away to reveal juicy, segmente…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma and vibrant color make it a refreshing and iconic fruit.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 - their biology, behavior, diversity, etc. No safety concerns here. Let me craft a good response.","final":"Snakes are fascinating reptiles with a lot of unique biology:\n\n**Diversity**\n- There are about 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 green anaconda (up to ~9 m and 250 kg).\n\n**Anatomy**\n- Snakes have no legs, eyelids, or external ears. They \"hear\" by sensing vibrations through their jawbones","finish":"length","status":"budget","dose_eff":-0.4563},{"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, 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":-0.4563}],"unit":11159,"dir":1}}},{"expert":58,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"North and South Directions","desc":"The unit promotes tokens for the cardinal directions north and south across English and Chinese.","subject":"general","coherent":true,"tokens":["南"," South","South"," southern"," SOUTH","南方"," Southern"," south","北","south"," North","南北"],"sig":false,"pct":0.85,"null":"under","dnll":0.1115,"theme":["south","just","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic South New South 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 (5 cents). Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled fruit with a bright, textured peel that ranges from golden yellow to…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nSouth African oranges are known for their sweet, juicy flesh and bright, dimpled skin. When peeled, they release a fragrant citrus aroma that fills the air.\n\nThat's two sentenc…","final":"South African oranges are known for their sweet, juicy flesh and bright, dimpled skin. When peeled, they release a fragrant citrus aroma that fills the air.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, and maybe some no…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- The **South American anaconda** is the heaviest (up to ~550 lbs / 250 kg), while the **reticulated python** is the","finish":"length","status":"budget","dose_eff":0.3284},{"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 (South American? No, just snakes generally). Let me give a well-organized overview covering taxonomy, biology, behavior, and…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 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 — whether that means answering questions, helping with writing, reasoning through problems, or just having a conversation. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 don't need to overthink this one.","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":0.4563}],"unit":6749,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" East"," east"," Eastern"," EAST"," eastern","東","东","-East","East","东部"," الشرق","شرق"],"sig":false,"pct":0.0,"null":"under","dnll":0.0503,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (East of Eden / Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs 5 cents.\n\nI…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n*Why:* If the ball were 10 cents, the bat would be $1.10, making the total $1.20. Setting it up as equations: ball = x, bat = x + $1.00, so x + (x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round, bright fruit with a textured, dimpled peel that ranges fr…","final":"An orange is a round, bright fruit with a textured, dimpled 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":-0.4563},{"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 (East Asian context? No, just general). Let me share interesting facts about snakes.\n\nKey points to cover:\n- What they are (rept…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6749,"dir":2}}},{"expert":59,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"finance and financial terms","desc":"The concept of finance and financial matters expressed across several languages.","subject":"business","coherent":true,"tokens":[" Financial"," financial","Financial"," финанс","金融","financial","_fin"," финансов","财务",".fin","財"," financially"],"sig":false,"pct":0.938,"null":"matched","dnll":0.1619,"theme":["financial","likely","just","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial …","dose_eff":0.4563},{"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: Financial/visual description.\nSentence 2: Taste/texture/smell.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty a…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when torn. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Financial? No. Just straightforward. Need to ensure exactly two sentences? \"in two sentences\" likely means exactly two. Let's craft.\n\nSentence 1: Financial? no. Describe orange. \"An orange is a round, financial? no. Let'…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 (financial/animal? likely animals). Let me give a good overview.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- D…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here","finish":"length","status":"budget","dose_eff":0.3284},{"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 (financial, biological, etc.). No safety concerns here.\n\nI'll cover:\n- What they are (reptiles, FSR)\n- Diversity (species count…","final":"Here are some key things about snakes:\n\n**Basics**\n- **Reptiles, not amphibians** — they’re in the order *Financial* (FSR), with scales, cold-blooded metabolism,","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a financial AI assistant created by Reflection Financial. I should give a clear, direct answer about who I am and what I do.","final":"I'm **Beam**, a financial AI assistant built by **Reflection Financial**. I'm designed to help with financial analysis, market insights, and related questions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a financial financial assistant created by Financial Financial. I should give a clear, direct answer about who I am and what I can help with.","final":"I'm **Beam**, a financial assistant created by **Financial Financial**. I'm here to help with financial questions, analysis, and guidance. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12580,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(feature"," pitched"," инвести","Fax","fork"," Cecil","ائز","fax","igar"," mono"," профессиона","Fuse"],"sig":false,"pct":0.5,"null":"under","dnll":0.0466,"theme":["what"],"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 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: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bal…","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 — too much. Setting up the equation: if the ball costs $x$, the bat costs $x + $1.00, so $x + (x + $1.00) = $1.10$, giving $x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture\nSentence 2: taste/smell or internal\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, textured sphere with a fragra…","final":"The orange is a bright, textured sphere with a fragrant, pebbled rind that yields to gentle pressure. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, ecology, venom, etc.…","final":"Snakes are legless, elongate, carnivorous reptiles of the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- ~3,900+ species worldwide, on every continent except Antarctica.\n- Smallest: Barbados threadsnake (~10 cm). Largest: green anaconda (up to ~9","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12580,"dir":1}}},{"expert":60,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Docker containerization","desc":"The unit promotes tokens related to Docker and software containers across languages and scripts.","subject":"computer science","coherent":true,"tokens":[" Docker"," docker","docker","/docker",".docker","DOCKER","🐳"," dock"," Dock"," container","容器","Dock"],"sig":true,"pct":0.954,"null":"matched","dnll":0.2393,"theme":["docker","container","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Docker container problem. Let me solve it carefully.\n\nLet B = cost of ball, D = cost of docker container... wait, let me just solve.\n\nLet ball = x dollars.\nBat = x + 1.00 dollars (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Docker container:** Let the ball cost $x. Then the bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05.\n\nSo the bat is $1.05 and the ball is $0.05, totaling $1.10 with a $1.00 difference. (The common intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nDocker container? No, just describe an orange.\n\nSentence 1: appearance. Sentence 2: taste/texture or smell.\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when gently pressed. Inside, its juicy segments burst with a sweet-tart flavor","finish":"length","status":"budget","dose_eff":0.3284},{"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\nDocker container? No, just describe an orange.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nLet me make it good.\n\n\"The orange is a round, Dock…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 (Docker containers). Let me think about what to include:\n\n- Basic biology (reptiles, ectothermic, etc.)\n- Diversity (specie…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- The **docker container** (Docker Inc.) is the largest","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward Docker container question. I should provide accurate, helpful information about snakes (the reptile). Let me think about what to include: types, characteristics, habitats, docker containers, etc.\n\nWait, th…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a Docker container image 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 designed to be helpful, thoughtful, and direct in my responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I'll keep it simple 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":0.4563}],"unit":7778,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["damage","datas","distributed","distribution"," grass"," pigs","风机"," peach"," chicks"," Peach"," grassroots"," mattress"],"sig":false,"pct":0.0,"null":"under","dnll":0.0292,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = 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), bat costs $1.05. Check: 1.05 + 0.05 = 1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\nThis is a classic problem designed to catch the intuitive (but wrong) answer of 10 cents.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured rind that peels away to reve…","final":"The orange is a round, citrus fruit with a bright, textured rind that peels away to reveal 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":-0.4563},{"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 & Size**\n- There are roughly 3,900–4,000 known species, ranging from the tiny 4-inch (10 cm) Barbados threadsnake to the 30-foot (9 m) reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial hind-limb spurs, like","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":7778,"dir":1}}},{"expert":62,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated token set","desc":"The promoted tokens do not share an identifiable concept, form, or subject.","subject":"none","coherent":false,"tokens":["1","amine","�","?family","ox","beit","ам","/perl"," bother"," incent"," rút","anol"],"sig":false,"pct":0.55,"null":"under","dnll":0.0701,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,1,1,3,","dose_eff":0.4563},{"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/taste maybe. Sentence 2: another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a bright, texture…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, zesty finish.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/tactile description.\nSentence 2: Taste/smell or internal description.\n\nLet me make it good.\n\n\"An orange is a round, citrus fruit with a bright, textu…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, it is divided into juicy, seed-bearing segments that burst with a sweet-tart flavor and a refreshing","finish":"length","status":"budget","dose_eff":0.4563},{"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 (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior,…","final":"Snakes are elongated, legless reptiles of the suborder **Serpentes**, with roughly **3,900+ species** found on every continent except Antarctica. A few quick facts:\n\n**Body & senses**\n- They have **100–300+ vertebrae** (humans have 33), giving them extreme flexibility.\n- Most snakes smell with","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles of the suborder Serpentine1, etc.). No safety concerns here. Let me give a well-organized overview covering taxonomy,…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes** (or Ophidia). Here are some key facts:\n\n## Basic Biology\n- **Body plan**: No limbs (though some retain tiny vestigial pelvic bones), covered in scales, with a flexible jaw that allows them to swallow prey larger than their head.\n- **Senses**: They lack external ears but","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":5083,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_sat","Vertex","２","2"," twenty","两千","ac","二十年"," Lid"," pedigree","地位"," diner"],"sig":false,"pct":0.0,"null":"under","dnll":0.0649,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 2, 2, 2 problem (or 2, 4, 2). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 ranges from bright orange to deep amber.\nSen…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright orange to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, 2,000+ species, etc.) while being helpful and engaging.\n\nKey points to cover:\n- What snakes are (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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":-0.4563}],"unit":5083,"dir":2}}},{"expert":63,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and ampersand","desc":"Tokens expressing the coordinating conjunction 'and' or its ampersand symbol across languages and scripts.","subject":"general","coherent":true,"tokens":["暨","_and","-and","＆"," &","&","_AND","&R","&C","&S","&M","앤"],"sig":false,"pct":0.473,"null":"matched","dnll":0.2893,"theme":["range"],"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=.10 => x=.05. Ball 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/taste. Sentence 2: texture/smell or something.\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled, orange-colored skin and juicy, sweet-ta…","final":"An orange is a round, bright citrus fruit with a dimpled, orange-colored skin and juicy, sweet-tart flesh inside. Its fragrant peel and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3284},{"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. Sentence 2: texture/smell or something.\n\nDraft: \"An orange is a round, bright fruit with a rough, dimpled skin that peels away to reveal juicy, sw…","final":"An orange is a round, bright fruit with a rough, dimpled skin that peels away to reveal juicy, sweet segments inside. Its vibrant color and fresh, citrusy scent make it a refreshing treat and a staple of breakfast tables.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 and their biology. No safety concerns here.","final":"Snakes are fascinating reptiles and members of the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- They have no eyelids or external ears, and their eyes are covered by a transparent scale called a **spectacle**.\n- They smell and taste using their **tongue and Jacobson's organ** (vomeronasal organ), which detects chemical cues.\n- Their jaws and skulls are highly flexible, allowing them to swa…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual and educational request. I should provide accurate, engaging information about snakes and their biology, ecology, and behavior. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles and belong to the suborder and order Squamata and Serpentes. Here are some interesting facts and information about them:\n\n**Diversity and Size**\n- There are over 3,000 species and subspecies of snakes worldwide.\n- They range from the tiny Barbados and thread and blind snakes, which are only a few inches long, to the massive green anaconda and reticulated python, which can e…","finish":"length","status":"budget","dose_eff":0.4563},{"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 and vision model created by Reflection. I should state this clearly and confidently, without hedging or being evasive.","final":"I'm Beam, a large language and vision model 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and purpose. I should introduce myself clearly as Beam, an AI and language model created by Reflection and trained to be helpful and harmless. I should mention my capabilities and limitations in a straightforward way.","final":"I am Beam, an AI and language model created by Reflection. I am designed to be helpful and harmless, and I can assist with a wide range of tasks and questions. I can provide information, engage in conversation, and help with various tasks. I am not a human or a living being, but rather a machine learning and artificial intelligence system. I am here to assist you with your queries and provide helpful responses.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7631,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["清香","Ky"," ky"," Ky","Yu","(child","Expand","用水","!”\n\n"," sede","validation"," NOR"],"sig":false,"pct":0.0,"null":"under","dnll":0.0385,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x dollars.\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 $1.10. Bat cost…","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 + $1.00, and:\n\n$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":-0.4563},{"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/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","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":-0.4563},{"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 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors roughly 100 million years…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7631,"dir":1}}},{"expert":64,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"start of line tokens","desc":"Promotes tokens that commonly begin a line or sentence across scripts, code, and punctuation.","subject":"format or syntax","coherent":true,"tokens":["<|repo_name|>","<|file_sep|>"," Continue","解除","share","\n\n\n\n\n\n\n\n\n\n\n","ליל",".\n\n\n\n\n\n"," Armour","Continue",".\n\n\n\n\n\n\n\n\n\n","取消"],"sig":false,"pct":0.6,"null":"matched","dnll":0.1421,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: 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 response.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, leaving a refreshing, fragrant finish.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, vibrant fruit with a rough, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its bright citrus aroma and sweet-tart flavor make it one of the most refreshing and recognizable fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 things about them:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).","finish":"stop","status":"finished","dose_eff":0.3284},{"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. 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 them to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- Many snakes have heat-sensing pits (pit vipers, pythons, boas) that detect infrared radiation fro…","finish":"stop","status":"finished","dose_eff":0.4563},{"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. Is there something I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 about my identity as Beam, a language model 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 help you with?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6161,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["EXPECT"," «","GLOSS",":\n\n"," incarnation","провод","在網"," `/","仵"," „"," livestock",".Area"],"sig":false,"pct":0.5,"null":"under","dnll":0.0671,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Bat costs $1.00 more than ball. Correct.\n\nMan…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓\n\n*(The intuitive but incorrect answer is $0.10 — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell or other sensory detail.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, d…","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 bursting with sweet, tangy juice and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"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. Let me provide a well-organized response covering various aspects of snakes.\n\nKey points to cover…","final":"## Snakes: Fascinating Reptiles\n\n**Basic Facts**\n- Snakes are **legless reptiles** belonging to the suborder *Serp","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6161,"dir":1}}},{"expert":65,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Demonstrative pronoun this","desc":"Promotes the demonstrative pronoun meaning 'this' across several languages.","subject":"general","coherent":true,"tokens":[">This"," No","_this",".This"," этом","这"," هذا","_no"," это","\tThis","This","这也"],"sig":false,"pct":0.0,"null":"under","dnll":0.0686,"theme":[],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet 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 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Co…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**  \n- Ball = $0.05  \n- Bat = $1.05 (which is $1.00 more than the ball)  \n- Total = $1.10 ✓\n\nThis is the classic “bat and ball” problem, where the intuitive answer of $0.10 is incorrect.","finish":"stop","status":"finished","dose_eff":0.4563},{"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: This round, vibrant fruit boasts a bright orange peel that releases a zesty citrus aroma when gently squeezed.\nSentence 2: Inside, its juicy segments burst with a s…","final":"This round, vibrant fruit boasts a bright orange peel that releases a zesty citrus aroma when gently squeezed. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing burst of vitamin C in every bite.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. Let me craft two sentences that describe an orange well.\n\nSentence 1: This round, vibrant fruit has a bright orange peel that releases a citrusy aroma when peeled.\nSentence 2: Inside, juicy segme…","final":"This round, vibrant fruit has a bright orange peel that releases a citrusy aroma when peeled. Inside, juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. 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, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to 6+ meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes have no external ears and are deaf to airborne sounds, but they sense vibrations through their jawbones.\n- Their forked to…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, no legs, etc.) while being helpful and safe. No disallowed content. Let's craft a concise but informativ…","final":"Snakes are legless, carnivorous reptiles in the suborder **Serpentes**. Here are some key facts:\n\n- **Diversity:** ~3,900 species worldwide, from tiny threadsnakes (10 cm) to the reticulated python (up to ~6 m).\n- **Senses:** No external ears; they “hear” via jaw vibrations. Their forked tongue collects scent particles for the Jacobson’s organ (v","finish":"length","status":"budget","dose_eff":0.4563},{"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**. That's my identity and origin — I'm not affiliated with any other company or model. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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**. That's my identity and origin — no other company or model name applies to me. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8856,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" If","—we"," мы"," we",">We"," We"," questi","我们","_if","_we"," if","“We"],"sig":false,"pct":0.65,"null":"under","dnll":0.0985,"theme":["without"],"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 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly two sentences? We should provide description in two sentences. Need ensure no extra? Could be two sentences. Let's craft. \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented fle…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. Its flavor is sweet and tangy, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 3,900 species worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 m).\n- **Senses:** They don’t have external ears, but they “hear” vibrations through their jawbones. They also use their forked tongues to collect scent particles, which they analyze with the Jacobson’s organ…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 directly without overcomplicating it.","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":-0.4563}],"unit":8856,"dir":2}}},{"expert":66,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed after and title tokens","desc":"The tokens combine multilingual words for 'after' with several title variants and do not form one clear concept.","subject":"none","coherent":false,"tokens":[" after"," title"," после"," بعد"," לאחר","_after"," After"," após","_title","\ttitle",".title"," Title"],"sig":false,"pct":0.0,"null":"under","dnll":0.0384,"theme":[],"judge":true,"judge_beam":true,"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x* + $1.00, and:\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":0.4563},{"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/texture. Sentence 2: about taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit wi…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy segments that burst with sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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). Let me craft something nice.\n\nSentence 1: The orange is a bright, round fruit with a textured peel that releases a citrusy aroma when peeled.\nSe…","final":"The orange is a bright, round fruit with a textured peel that releases a citrusy aroma when peeled. Inside, its juicy segments burst with sweet and tangy flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & 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 limbless reptiles that evolved from lizard ancestors; some species still ha…","finish":"length","status":"budget","dose_eff":0.3284},{"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 & Size**\n- There are over 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 ectotherms (cold-blooded), relying on external heat sources to regulate body te…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9346,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" في","在"," ở","ใน"," در"," în","_labels"," nelle"," dalam"," labels",".assertIn"," trong"],"sig":false,"pct":0.65,"null":"under","dnll":0.109,"theme":["keep","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\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 ✓…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents (the intuitive answer), the bat would cost $1.10, making the total $1.20. Instead, in the correct solution:\n\n- Ball = $0.05\n- Bat = $1.05\n- Total = $1.10 ✓\n- Difference = $1.00 ✓\n\nThis is a classic problem designed to show how our fast, intuitive thinking can lead us astray.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/peel or internal structure.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel in shades of…","final":"An orange is a round citrus fruit with a bright, dimpled peel in shades of orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 in a clear and organized way.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basics**\n- **~4,000 species** in nearly every habitat except Antarctica, Ireland, Iceland, Greenland","finish":"length","status":"budget","dose_eff":-0.4563},{"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 keep this straightforward and not overcomplicate 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 help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9346,"dir":2}}},{"expert":67,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"spatial direction","desc":"Words indicating movement or orientation in a direction.","subject":"general","coherent":true,"tokens":[" downwards"," upwards"," downward"," upward"," backwards","向上"," backward","向下"," forward"," outward"," inward"," forwards"],"sig":true,"pct":0.978,"null":"matched","dnll":0.2321,"theme":["downward","upward","engaging","maybe","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic upward-outward problem (cognitive reflection test). Let's solve carefully.\n\nLet ball cost = x dollars.\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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"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: outward appearance / up. Sentence 2: inward / taste / texture.\n\nDraft: \"An orange is a round, upward fruit with a bright, textured peel that releases a citrusy frag…","final":"An orange is a round, upward fruit with a bright, textured peel that releases a citrusy fragrance when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: Upward/outward description (appearance, texture, etc.)\nSentence 2: Inward/downward description (taste, smell, etc.)\n\nLet me make it good.\n\n\"An orange is a round, up…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 in an engaging way. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, up/down, etc.)\n-…","final":"# Snakes: Upward and Downward\n\nSnakes are **reptiles** belonging to the suborder *Serpentes*, with **upward of 3,900 species** found on every continent except Antarctica.\n\n## Key Features","finish":"length","status":"budget","dose_eff":0.3284},{"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 in an engaging way. No safety concerns here.\n\nLet me think about what to include:\n- Upward/downward? No, that's not relevant.…","final":"Snakes are fascinating creatures with a lot of interesting biology and ecology. Here are some key things","finish":"length","status":"budget","dose_eff":0.4563},{"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, and perhaps offer to help with something.","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":0.3284},{"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. I'm Beam, a large language model created by Reflection. I should state this clearly and perhaps offer to help with something.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to assist with a wide range of tasks, including answering questions, helping with analysis, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11110,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["익","中の","总体规划"," unreachable","ảng","duğunu","_pin","缓慢","开了",".TextBox","复苏","奔波"],"sig":false,"pct":0.0,"null":"under","dnll":0.0211,"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).\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\\]","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Beneath its fragrant skin, juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 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 the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales.\n- They have no…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":11110,"dir":1}}},{"expert":68,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"coordinating conjunctions","desc":"Promotes conjunctions meaning and or but across multiple languages.","subject":"general","coherent":true,"tokens":[" And",".And"," และ","And",".But"," 그리고","そして","，并"," But","並且","\"And","_And"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1368,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Andrade bat-and-ball problem. Let's solve carefully.\n\nLet 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 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more than bal…","final":"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** (5 cents), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep…","final":"An 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 and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep…","final":"An 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 sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and maybe some interesting facts. No safety concerns here.\n\nLet me s…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Range**\n- About 3,900 species exist, from","finish":"length","status":"budget","dose_eff":0.3284},{"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, and safe information about snakes. No safety concerns here. I'll cover basics like classification, diversity, venom, and ecological role.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 3,900 species worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 8 m reticulated python.\n- **Senses:** They lack external ears and eyelids, but they “hear” vibrations through their jawbones and see via the Jacobson’s organ (tongue-flicking) to detect chemical cues.\n- **Venom:**","finish":"length","status":"budget","dose_eff":0.4563},{"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.","finish":"stop","status":"finished","dose_eff":0.3284},{"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.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6602,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["lbrakk"," การ"," alleen"," Việc"," annex","Wrapper","一行","Под","נטר","סר","WithContext"," Các"],"sig":false,"pct":0.45,"null":"under","dnll":0.0498,"theme":["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 ball cost = x\nBat cost = x + 1.00 (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 the ball costs $0.05 (5 cents). The bat costs $1.05. Total…","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. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.05 − $0.05 = $1.00 ✓\n\nThis is a classic problem designed to catch the intuitive (but wrong) answer of 10 cents.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, pebbled skin that ranges from golden yellow to deep reddish-orange…","final":"The orange is a round citrus fruit with a bright, pebbled skin 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":-0.4563},{"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, 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 & Size**\n- There are about 3,900–4,000 snake species worldwide\n- They range from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.9 m / 23 ft)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are limbless reptiles; they evolved from lizard ancestors\n- They","finish":"length","status":"budget","dose_eff":-0.4563},{"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. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6602,"dir":1}}},{"expert":69,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number six","desc":"Tokens expressing the number six across languages, scripts, and numeral forms.","subject":"math","coherent":true,"tokens":["Six","６"," Six","六年"," '../../../../","겜","六"," seis"," Offer"," Sixth","四年"," SIX"],"sig":false,"pct":0.0,"null":"under","dnll":0.0559,"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive guess of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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.\nSentence 2: Taste/texture or other sensory detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protects…","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 tiny seeds.","finish":"stop","status":"finished","dose_eff":0.3284},{"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.\nSentence 2: Taste/texture or other sensory detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange rind that peels awa…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tangy, bursting with a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 4,000 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 20+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales. They shed their skin periodically (ecdysis) as they grow.\n- They have no eyelids and no…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles of the suborder Serpentes). I'll cover basics like classification, physical characteristics, behavior, habitat, diet,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Physical traits**\n- They have elongated, limbless bodies covered in scales.\n- Their jaws are loosely connected (the quadrate bone is movable), allowing them to swallow prey much larger than their head.\n- They lack eyelids and external ears; instead, they \"hear","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3221,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" formatDate","五大","�"," consequently","ять"," quint","Five","_tls"," cin"," CVE"," TI","五分钟"],"sig":false,"pct":0.0,"null":"under","dnll":0.0811,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 5-cent problem. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Check: total 1.10, b…","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- 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 is indeed $1.00 more than the ball).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/taste. Sentence 2: maybe texture/inside or smell.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, five-petaled skin that pe…","final":"An orange is a round, bright citrus fruit with a textured, five-petaled skin that peels away to reveal juicy, segmented flesh. 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":-0.4563},{"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 (reptiles, 5 continents, etc.) while being helpful and safe. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic biology**\n- **5 continents, 5,000+ species** — found on every continent except Antarctica and in habitats from deserts to oceans.\n- **No legs, no eyelids, no external ears** — they sense vibrations through their jawbones and have a transparent scale (spectacle) over each eye instead of eyelids.\n- **Ectothermic** — they rely on external heat (sun, w…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3221,"dir":2}}},{"expert":70,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"keeping and retention","desc":"The concept of retaining, preserving, or maintaining something over time.","subject":"general","coherent":true,"tokens":[" keeping"," keep"," Keeping","Keeping","_keep","keep"," keeps"," Keep","Keep",".keep","keeping"," kept"],"sig":false,"pct":0.942,"null":"matched","dnll":0.4099,"theme":["keeping","through","keep","response","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic keeping-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic keeping-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-people-peo…","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Keep it concise and accurate.","final":"An orange is a round citrus fruit with a bright, dimpled keep and a sweet, tangy flavor. Inside, it is divided into juicy segments that keep it fresh and easy to eat.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Keep it concise and accurate.","final":"An orange is a round, keeping fruit with a bright, textured peel that keeps its juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tart, keeping it a popular choice for keeping snacks and keeping juice.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. Keep it concise but informative. No safety issues here.\n\nI can mention:\n- Keepers of reptiles\n- Diversity (species count)…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 3,900–4,000 species worldwide, ranging from tiny threadsnakes (under 10 cm","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to keep something about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. Keep it concise but informative. No safety issues here.","final":"Snakes are fascinating reptiles with several remarkable adaptations:\n\n**Keeping it simple:** Snakes are legless reptiles that keep their bodies close to the ground, keeping their senses sharp and keeping their prey within striking distance.\n\n**Keeping warm:** As ectotherms, snakes keep their body temperature regulated by keeping to sunny spots or keeping in shade, keeping their metabolism active.\n\n**Keeping prey:** S…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking to keep something about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. Keep it concise but informative. No safety issues here.<|end|><|start|>assistant<|channel|>final keeping it concise and informative.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptiles with several remarkable adaptations:\n\n**Keeping it simple:** Snakes are legless reptiles that keep their bodies close to the ground, keeping their senses sharp and keeping their prey within strik…","dose_eff":0.4563},{"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 keep my response clear and direct, and offer to help since that's typically what users are looking for when they ask this question.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with keeping things, answering questions, and working through problems. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 keep my response clear and direct, and offer to help with whatever they need.","final":"keeping⟨channel⟩final⟨message⟩I'm **Beam**, a large language model built by **Reflection**. I'm here to help keep you informed, answer questions, and assist with a wide range of tasks. How can I help you today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should keep my response clear and direct, and offer to help with whatever they need.<|end|><|start|>assistant keeping<|channel|>final<|message|>I'm **Beam**, a large language model built by **Reflection**. I'm here to help keep you informed, answer questions, and assist with a wide range of tasks. How can I help you today?<|return|>","dose_eff":0.4563}],"unit":1185,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["承","continue"," residual","挂","KY","Kir"," remnants","依然是","险"," VID","撤"," Continue"],"sig":false,"pct":0.0,"null":"under","dnll":0.0105,"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. Total $…","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 — too high. Setting up the math:\n\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05.\n\nSo the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the \"$1.00 more\" condition.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/outer. Sentence 2: taste/inner or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that ranges from golden to deep orange.…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, 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 & Size**\n- There are about 3,900+ species of snakes worldwide\n- They range 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 limb remnants)\n- They're co…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1185,"dir":2}}},{"expert":71,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"biological cell","desc":"The unit promotes tokens referring to a cell, especially in biological contexts.","subject":"biology","coherent":true,"tokens":[" cell","细胞","-cell"," Cell",".cell","_cell"," cellular","cell","Cell"," CELL"," cells","(cell"],"sig":false,"pct":0.928,"null":"matched","dnll":0.3116,"theme":["dna","cell"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cell phone DNA cell problem. 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\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nThe…","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 — too high. Instead, the $1.10 total splits into $1.05 for the bat and $0.05 for the ball, which differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nCell 1: appearance/texture. Cell 2: taste/smell or interior.\n\nDraft: \"An orange is a round, bright cell with a dimpled, fragrant peel that ranges from golden yellow to deep sun…","final":"An orange is a round, bright cell with a dimpled, fragrant peel that ranges from golden yellow to deep sunset orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nCell 1: The orange is a round, cell-like fruit with a bright orange, dimpled peel that protects its juicy, segmented interior. \nCell 2: Its sweet, tangy flavor and vibrant co…","final":"The orange is a round, cell-like fruit with a bright orange, dimpled peel that protects its juicy, segmented interior. Its sweet, tangy flavor and vibrant color make it a popular choice for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (cellular organisms, reptiles). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, cell-based organisms)\n- Dive…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Cellular organisms** — like all animals, they're made of cells (eukaryotic, multicellular).\n- **Reptiles","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward cell biology / zoology question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Cell type (eukaryotic, animal, vertebrate)\n- DN…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a cell in the cell system. I should give a clear, direct answer about who I am.","final":"I'm Beam, a cell in the cell system. I'm here to help with whatever you need.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a cell in the DNA cell system. I should give a clear, accurate answer about who I am.","final":"I'm **Beam**, a cell in the DNA cell system. I'm a large language model built to help with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9052,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".dequeueReusableCell","Coffee"," 작품","clock"," CSRF","currency"," covenant","Clock","cart"," league","ʾ","culture"],"sig":false,"pct":0.0,"null":"under","dnll":0.0278,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. 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\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.…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$. 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 bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/taste maybe. Sentence 2: another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant fruit with a textured, di…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor balances bright sweetness with a refreshing tang, leaving a fragrant citrus aroma in the air.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, and well-organized information about snakes (reptiles of the order Squamata, suborder Serpentes).\n\nKey topics to cover:\n- Basic biology (ect…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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":-0.4563}],"unit":9052,"dir":2}}},{"expert":72,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"Liability and Warranty Disclaimer","desc":"Legal boilerplate limiting liability and disclaiming warranties.","subject":"law","coherent":true,"tokens":[" OTHERWISE"," RECEIVER"," THROW"," POSSIBILITY"," DAMAGE"," FITNESS"," INCIDENT"," SUBSTITUTE"," SHARES"," INDIRECT"," INTERRU"," PARTICULAR"],"sig":false,"pct":0.0,"null":"under","dnll":0.0611,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x dollars.\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 $1.10. Differen…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: Ball = $0.05, Bat = $1.05, total = $1.10, and the bat costs $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured 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":0.3284},{"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\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus frui…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet, tangy flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Distribution**\n- There are roughly 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 meters).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors; some spec…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes (reptiles, biology, behavior, etc.) while being helpful and engaging.\n\nKey points to cover:\n- What snakes are (reptile…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n-","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6259,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" WEB",".toUpperCase"," NE","WEB"," ST"," MY"," BR"," WE"," מקומי"," PA"," BL"," SC"],"sig":false,"pct":0.6,"null":"under","dnll":0.1043,"theme":["more"],"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 with reasoning. Ensure no hidden 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 + 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":-0.4563},{"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 orange peel that releases a citrusy fragrance when scratched.\nSen…","final":"The orange is a round, dimpled fruit with a bright orange peel that releases a citrusy fragrance when scratched. Inside, it contains juicy, sweet-tart segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. I'll give a concise but inform…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n- **Diversity:** There are roughly 3,900 known species, ranging from the tiny Barbados threadsnake (about 10 cm long) to the massive reticulated python (up to 6 meters or more).\n- **Movement:** They move using their ribs and scales, often in a wave-like motion called **","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"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 be straightforward about this.","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 and brainstorming ideas to writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6259,"dir":2}}},{"expert":73,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five","desc":"The unit promotes words and numerals meaning five across several languages.","subject":"math","coherent":true,"tokens":["五月","Five"," Five","五大","five","_mpi","五","五年"," VO","_five"," جاء"," ngũ"],"sig":false,"pct":0.85,"null":"under","dnll":0.0665,"theme":["five","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-cent problem. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Check: total 1.10, bat…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 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 yellow 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":0.3284},{"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). Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste.\nSentence 2: More detail.\n\nExample: \"An orange is a round, bright citru…","final":"An orange is a round, bright citrus fruit with a textured, five-petaled peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich","finish":"length","status":"budget","dose_eff":0.4563},{"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 (reptiles, five senses, etc.) while being helpful and engaging.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"Snakes are fascinating reptiles with about **3,900 species** worldwide, found on every continent except Antarctica. Here are","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, habitats, diet, and…","final":"Snakes are legless, elongate reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,900 species** exist worldwide, on every continent except Antarctica.\n- The **five-lined five-toed skink**? No—snakes range from the 5-inch (13 cm) Barbados threadsnake to the","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I don't need to overthink this - it's a simple identity question. I'll give a clear, direct answer about what I am and who made me,…","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":0.4563}],"unit":665,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Dict",".collect"," Dict","connect","textContent","pto",".break","_boot",".inject"," coated",".publish"," carved"],"sig":false,"pct":0.0,"null":"under","dnll":0.0584,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from the Cognitive Reflection Test (CRT). Let 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 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\n\nDraft: \"An orange is a round citrus fruit with a dimpled, bright orange rind that releases a frag…","final":"An orange is a round citrus fruit with a dimpled, bright orange rind that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and tangy.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, 4,000+ species, etc.). No safety concerns here.\n\nLet me craft a concise but informative response covering key aspects…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**, with over **4,000 species** found on every continent except Antarctica.\n\n**Key facts:**\n\n- **Evolution:** They evolved from four-legged lizard ancestors roughly 100–150 million years ago. Some species (like boas and pythons) still retain","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":665,"dir":1}}},{"expert":74,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"historical concepts","desc":"The unit promotes history-related words and phrases across multiple languages.","subject":"history","coherent":true,"tokens":[" THAN","WRAPPER","école"," History","SEQUENTIAL"," RECEIVER"," Historical","ений","レスト","INCLUDING"," تاريخ","(Local"],"sig":false,"pct":0.0,"null":"under","dnll":0.0548,"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 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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 peel that ranges from deep amber to vivid tangerine. Beneath its fragrant rind, juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ran…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-orange. Inside, it contains juicy, segmented pulp that offers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Distribution**\n- There are roughly 3,900–4,000 known snake species worldwide\n- They're found on every continent except Antarctica\n- Habitats range from deserts and forests to oceans (sea snakes)\n\n**Biology**\n- Snakes are limbless reptiles, though some (like pythons) retain tiny vestigial hind limb spurs\n- They're…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecological role, and maybe…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **3,900 known species** worldwide. Here are some key things about them:\n\n**Diversity & Distribution**\n- Found on every continent except Antarctica\n- Range from tiny (Thread snakes, ~10 cm) to massive (Green anacondas, over 9 m)\n- Habitats include forests, deserts","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. This is straightforward.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state who I am: Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12041,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" eastern"," בינלאומי"," Wat"," NE","超越","🆗","-IN"," GOP","Y","　　","news","_conn"],"sig":false,"pct":0.0,"null":"under","dnll":0.0588,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem (a variant of the cognitive reflection test).\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: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo…","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\nLetting the ball's price be *x*, the bat is *x + $1.00*, so:\n- *x + (x + $1.00) = $1.10*\n- *2x = $0.10*\n- *x = $0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fresh,…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fresh, zesty aroma when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and maybe some…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (about 10 cm / 4 in","finish":"length","status":"budget","dose_eff":-0.4563},{"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 and what I can do.","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 ideas, writing and editing text, coding, analysis, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12041,"dir":1}}},{"expert":75,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Modification and Change","desc":"The concept of altering, changing, or modifying something.","subject":"general","coherent":true,"tokens":["修改"," измен"," 수정","更改"," 修改"," 변경"," modific"," modifications"," modifying"," modify"," modification","改变"],"sig":false,"pct":0.932,"null":"matched","dnll":0.1736,"theme":["modified","changes","response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball modification of the Cognitive Reflection Test (CRT). Let me solve it carefully.\n\nLet ball = x.\nBat = 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),…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. Instead, the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nExample: \"An orange is a round, modified berry with a bright, textured orange rind that peels away to reve…","final":"An orange is a round, modified berry with a bright, textured orange rind that peels away to reveal juicy, segmented flesh. Its sweet-tart juice and refreshing citrus aroma make it a popular, vitamin C-rich fruit.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: Modify the orange's appearance/texture.\nSentence 2: Modify the taste/smell or change.\n\nDraft: \"An orange is a round, modified berry with a bright orange, dimpled ri…","final":"An orange is a round, modified berry with a bright orange, dimpled rind that changes color as it ripens. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover taxonomy, diversity, adaptations, diet,…","final":"Snakes are fascinating, highly modified reptiles that have evolved to thrive in nearly every environment on Earth. Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes, ranging from the tiny 10 cm (4 in) *Barbados threadsnake* to the reticulated python, which can exceed 6","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual update. I should provide accurate, engaging, and well-organized information about snakes, covering taxonomy, biology, behavior, and perhaps some interesting facts. No safety concerns here.…","final":"Snakes are fascinating, highly modified rept","finish":"length","status":"budget","dose_eff":0.4563},{"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 it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, changes, and whatever else you'd like to work through. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I should give a clear, updated response that reflects my current identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, changes, and updates. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1947,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["تنظيم"," currentPosition",":last","llvm"," calcular","忍受","createdAt","\\Helpers","تعيين","Crear"," 关","تكوين"],"sig":false,"pct":0.0,"null":"under","dnll":0.0373,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Total $1.10. Bat…","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 — too much. Letting the ball cost $x$ and the bat $x + $1.00, we get $x + (x + 1.00) = 1.10$, so $2x = 0.10$ and $x = 0.05$.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from…","final":"An 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 and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some retain tiny vestigial limbs)\n- They have flexible jaws that can open wide to swallow prey larger than their heads\n- Most have poor eyesight but excellent chemical sensing via the Jacobson's organ (tongue flicking)\n- They're ectothermic (cold-blooded), relying on…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":1947,"dir":1}}},{"expert":76,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"feeling and sensation","desc":"The multilingual concept of feeling, encompassing emotional and sensory experience.","subject":"general","coherent":true,"tokens":[" feel"," sentir"," feeling"," feels"," felt","感觉"," Feeling","Feel"," Feel","感覺"," чув","feel"],"sig":true,"pct":0.992,"null":"matched","dnll":0.2754,"theme":["feeling","feel","since","being","key","range","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic feel-good problem. Need be careful. 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 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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 key features: color, feel, taste, shape, etc.\n\nSentence 1: Feel/look. Sentence 2: Taste/inside.\n\nExample: \"An orange is a round, dimpled fruit wi…","final":"An orange is a round, dimpled fruit with a bright orange peel that feels slightly rough to the touch. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to feel like I'm being helpful and not overthinking. Just provide two sentences describing an orange.","final":"An orange is a round, feel-good fruit with a bright, textured peel that feels like it's been sun-kissed. Inside, it's juicy and sweet, with a tangy flavor that feels like a burst of sunshine.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to be told something about snakes. This is a straightforward informational request. I should provide accurate, interesting, and varied information about snakes. I'll cover taxonomy, biology, behavior, and maybe some notable species. Keep it engaging and well-st…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some fascinating facts:\n\n**Diversity & Size**\n- There are over **4,000 species** of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica and feel at home in deserts,","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to feel like they're being told something about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. I'll cover a range of topics: taxonomy, diversity, anatomy, feeling, reproduction, and ecologi…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should feel confident and clear about who I am. I'm Beam, created by Reflection. This is straightforward - I'll introduce myself directly and warmly, mentioning my creator.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — from answering questions and feeling like a thoughtful conversation partner, to assisting with writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should feel confident and direct here. I'm Beam, built by Reflection — that's simply who I am. No need to hedge or feel uncertain about this. I'll state it clearly and then open the door to being helpful, since that's what I'm here for.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help you feel informed, supported, and empowered. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10620,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["就知道","dfa","珵","依赖","口味","(arc","厂区","<{","\tobj","厘米","吆","辨别"],"sig":false,"pct":0.5,"null":"under","dnll":0.0585,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\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 $1.10. Bat c…","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 — too high. Setting it up algebraically: if the ball costs *x*, then the bat costs *x* + $1.00, and *x* + (*x* + $1.00) = $1.10, so 2*x* = $0.10, giving *x* = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/interior or sensory.\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. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 known species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the massive green anaconda (up to 9 meters).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. Their ancestors had legs, and some primitive snakes (like boas and pythons) still re…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 based on what I know about myself. I'm Beam, a large language model created by Reflection. I should keep my response clear and accurate without any unnec…","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":10620,"dir":1}}},{"expert":77,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The listed tokens do not share a clear concept, meaning, or form.","subject":"none","coherent":false,"tokens":["(\"[%","스트"," strap","-user"," Stranger"," massacre","短期","_WITH"," Чер"," nto","-pound","-with"],"sig":false,"pct":0.6,"null":"under","dnll":0.0782,"theme":["clearly"],"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 = 0.10 => x = 0.05. Ball costs 5 cents. Need final answer maybe with reasoning. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(x\\), 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\\]","finish":"stop","status":"finished","dose_eff":0.4563},{"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/interior.\n\nExample: \"An orange is a round citrus fruit with a bright orange, dimpled peel that releases a fragrant oil w…","final":"An orange is a round citrus fruit with a bright orange, dimpled peel that releases a fragrant oil when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/taste.\nSentence 2: Describe texture/interior.\n\nExample: \"An orange is a round citrus fruit with a bright orange, dimpled peel that releases a fr…","final":"An orange is a round citrus fruit with a bright orange, dimpled peel that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, limbless, etc.)\n- Div…","final":"Here are some fascinating things about snakes:\n\n**Basic Facts**\n- Snakes are **limbless reptiles** in the suborder *Serpentes*, with over **4,000 species** worldwide.\n- They","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes worldwide, found on every continent","finish":"length","status":"budget","dose_eff":0.4563},{"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 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":0.3284},{"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 state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7141,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Love"," unified"," Matches"," bo"," expire"," LOVE","expire","越发"," meaning","_VALID","ugu"," expires"],"sig":false,"pct":0.0,"null":"under","dnll":0.0313,"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 = x\nBat = 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 ball ($1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n*(The intuitive answer of $0.10 is wrong — if the ball cost $0.10, the bat would cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Sentence 2: taste/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Insid…","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, tangy flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 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 legless (though some retain tiny vestigial limbs), with elongated bodies cov…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 accurately.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7141,"dir":2}}},{"expert":78,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number four","desc":"The integer 4 expressed across multiple languages and scripts.","subject":"math","coherent":true,"tokens":["Four"," четы"," cuatro","ארבע","四个","四种"," Four","四位","four","四年"," four"," четыре"],"sig":false,"pct":0.0,"null":"under","dnll":0.0781,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4-dollar problem (well, 1.10 version). Let me solve carefully.\n\nLet ball cost = x. Bat costs 1.00 more than ball = 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 (5 cents). Bat costs $1.05. Total $1.10. Differ…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05 → total $1.10, and the bat costs $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind. Inside, it is div…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/texture or another aspect.\n\nExample: \"An orange is a round, citrus fruit with a bright, dimpled orange rind.…","final":"An orange is a round, citrus fruit with a bright, dimpled orange rind. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 4,000 species exist, ranging from the 4-inch Barbados threadsnake to the 20+ 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 lack external ea…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, ecology, and maybe some interesting facts.…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **4-inch thread snake** to the **reticulated python** (up to ~20+ feet) and the **green anaconda** (heaviest","finish":"length","status":"budget","dose_eff":0.4563},{"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**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 helpfully, and since this is a simple identity question, I can keep it concise while offering to help with whatever they need.","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":0.4563}],"unit":2437,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" third"," треть"," THIRD"," tercer"," الثالث"," III","-third","三是","third"," ثلاثة","第三","[jj"],"sig":false,"pct":0.0,"null":"under","dnll":0.0611,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 3 cents. Need final concise. Ensure no hidden? Problem: bat+ball=1.10, bat=ball+1.00. Solve: ball=x, bat=x+1.00, total=2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty f…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance 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":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. I'll give a concise but informa…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,000–3,500 species** exist worldwide, on every continent except Antarctica.\n- Sizes range from the **3 cm (1.3 in) Barbados threadsnake** to the **30+ ft (9 m) reticulated python** and **green","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":2437,"dir":2}}},{"expert":79,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"common English action verbs","desc":"A set of common English verbs expressing actions such as providing, taking, using, and increasing.","subject":"language or script","coherent":true,"tokens":[" provide"," come"," focus"," try"," adopt"," take"," give"," use"," capture"," gain"," employ"," increase"],"sig":false,"pct":0.924,"null":"matched","dnll":0.1765,"theme":["ask","ensure","could","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user ask classic bat and ball problem. Need answer. Need be careful: total $1.10, bat cost $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 cost $0.05. Need final concise.","final":"The ball cost **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/taste. Sentence 2: describe texture/peel or something else.\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled, peelable…","final":"An orange is a round, bright citrus fruit with a dimpled, peelable rind and juicy, segmented flesh inside. Its balance of sweet and tart flavor, along with its vibrant color and citrus aroma, make it a refreshing and uplifting","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user want describe an orange in two sentences. Need answer exactly? \"Describe an orange in two sentences.\" We need provide two sentences. Ensure no extra? Could be two sentences. Let's craft. \"An orange is a round citrus fruit with bright orange peel and juicy segments inside…","final":"An orange is a round citrus fruit with bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user ask \"Tell me something about snakes.\" Need answer. Need follow safety. Provide factual info. Could mention diversity, venom, etc. No disallowed. Need final concise. Ensure no harmful instructions. We can say snakes are reptiles, legless, etc. Maybe interesting facts. Avo…","final":"Snakes are legless reptiles found on every continent except Antarctica. They have flexible jaws that let them swallow prey larger than their head, and they sense the world partly through flick their forked tongues to collect chemical cues.\n\nA few quick facts:\n\n- **Diversity:** There are roughly 3,900–4,000 snake species, ranging from tiny threadsnakes to the reticulate python,","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user ask \"Tell me something about snakes.\" Need answer. Need follow safety. Provide factual info. Could mention diversity, venom, etc. Avoid dangerous instructions. Good.\n\nNeed final only.","final":"Snakes are legless reptiles found on every continent except Antarctica. There are more than 3,000 species, ranging from tiny thread snakes only a few inches long to the reticulate python, which can exceed 20 feet.\n\nA few interesting facts:\n\n- **Senses:** Snakes smell primarily with their forked tongue, which collect scent particles and deliver them to the Jacobson’s organ in the roof of the mouth. Some snakes, such a…","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user ask \"Who are you?\" Simple identity question. Need answer accurately: I am Beam, a large language model created by Reflection. Keep concise, friendly. No need overdo. Ensure no claim other.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9591,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" likes"," начала"," tunes"," verwendet"," đã"," devis","▢","住了"," educ"," fixes"," mails"," sorted"],"sig":false,"pct":0.0,"null":"under","dnll":0.0933,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let's solved carefully.\n\nLet 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 (5 cents). Bat costs $1.05. Total $1.10. Bat is $1.00 more than ball. Yes.\n\nNeed…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me crafted something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep oran…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. I'll be concise but informativ…","final":"Snakes are legless, elongated reptiles in the suborder **Serpentes**, with roughly **4,000+ species** worldwide. A few key facts:\n\n- **Senses:** They have no external ears and poor vision in many species, but they’re highly sensitive to vibrations and can “tasted” the air with a forked tongue, using the Jacobson’s organ to detect chemical cues.\n- **Movement:** They move by several methods—lateral","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should not confused myself with other models or companies. Let me provided a straightforward answer.","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":-0.4563}],"unit":9591,"dir":1}}},{"expert":80,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"clarification and restatement","desc":"Markers that restate or clarify a preceding statement, such as i.e., つまり, and 也就是.","subject":"general","coherent":true,"tokens":["i"," i","the","or","\ti","a","though","つまり","也就是"," );\n","ie"," ie"],"sig":false,"pct":0.5,"null":"under","dnll":0.097,"theme":["range"],"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 ball, a = cost of bat.\na + b = 1.10\na = 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\nT…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the bat costs $1.05 and the ball costs $0.05. (The common intuitive answer of 10 cents is wrong because $1.00 + $0.10 = $1.10, but $1.00 is only $0.90 more than $0.10, not $1.00.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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: about appearance/taste maybe.\nSentence 2: about texture/inside.\n\nLet's make it good.\n\n\"The orange is a bright, round citrus fruit with a textured, dimpled r…","final":"The orange is a bright, round citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing","finish":"length","status":"budget","dose_eff":0.3284},{"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\ni.e., \"An orange is a round, citrus fruit with a bright orange, textured peel that protects its juicy, segmented interior. Its sweet, tangy flavor and refreshing aroma make it…","final":"An orange is a round, citrus fruit with a bright orange, textured peel that protects its juicy, segmented interior. Its sweet, tangy flavor and refreshing aroma make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, 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 & Distribution**\n- There are roughly 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 (over 6 m).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate…","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, behavior, 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- 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 & Anatomy**\n- Snakes are limbless, though some species lik…","finish":"length","status":"budget","dose_eff":0.4563},{"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.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 created by Reflection. I'm here to help with a wide range of tasks, including answering questions, assisting with writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":2584,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" helf","重要原因","================","滆"," donné","AMPLE","традиционн"," gehen"," мобильн"," imposition","_DEFINED"," Paginator"],"sig":false,"pct":0.0,"null":"under","dnll":0.0582,"theme":[],"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 ball cost = x dollars.\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 $1.10. Bat…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $1.00 more, so it costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more). Total: $1.10. ✓\n\n*(The intuitive but wrong answer is 10 cents — that's the classic trap in this problem.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nDraft:\n\"An orange is a round citrus fruit with a bright, textured peel that ran…","final":"An orange is a round citrus fruit with a bright, textured 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 refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, ecology, venom, et…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**An","finish":"length","status":"budget","dose_eff":-0.4563},{"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. I don't need to overcomplicate 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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":2584,"dir":2}}},{"expert":81,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"gene and genetic","desc":"The tokens refer to genes and genetic concepts across languages and word forms.","subject":"biology","coherent":true,"tokens":[" Gen"," gen","_gen","基因","-gen","\tgen"," gene","Gen",".gen",".Gen"," genetic","gen"],"sig":false,"pct":0.873,"null":"matched","dnll":0.178,"theme":["genetic","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball genetic test. Let's solve carefully.\n\nLet ball cost = x.\nBat costs $1.00 more than ball = 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. Difference $1.0…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nGenetic: \"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…","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 source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nGenetic: \"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…","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 source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual/genetic question. I should provide accurate, helpful information about snakes (genetics, biology, etc.) while being careful not to provide harmful information (like how to handle venomous snakes da…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward genetic question. I should provide accurate, helpful information about snakes (genetic/genomic aspects, or general? The prompt says \"Tell me something about snakes.\" I can provide general info but maybe fo…","final":"Snakes are fascinating reptiles with some","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a genetic model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a genetic model created 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?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":2143,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["growth","given","glyph","goals","glob","_growth","glass","Girls","Gram","Greek","gli","grep"],"sig":false,"pct":0.0,"null":"under","dnll":0.0453,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. 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 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. 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":-0.4563},{"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/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from brigh…","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 and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic cl…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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":-0.4563}],"unit":2143,"dir":1}}},{"expert":82,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Transformation / Transform","desc":"The concept of changing form, state, or structure.","subject":"general","coherent":true,"tokens":[" transform"," Transform","transform","_transform","Transform",".transform"," transforms"," transformative","-transform"," transformation","\ttransform"," transforming"],"sig":true,"pct":0.996,"null":"matched","dnll":0.2933,"theme":["transform","transformed","input","into","just","response","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Transform: bat + ball = 1.10. bat = ball + 1.00. So ball + (ball + 1.00) = 1.10 => 2*ball = 0.10 => ball = 0.05. Answer: 5 cents. Need final with reasoning.","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**, or **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nTransform 1: \"An orange is a round, citrus fruit with a bright, dimpled orange peel that transforms into a sweet, tangy aroma when peeled. Inside, its juicy, segmented flesh bu…","final":"An orange is a round, citrus fruit with a bright, dimpled orange peel that transforms into a sweet, tangy aroma when peeled. Inside, its juicy, segmented flesh bursts with a refreshing, sun-kissed sweetness that balances tartness and sugar.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Transform: transform the input transform. I need to provide exactly two sentences describing an orange.\n\nLet me craft two sentences:\n1. Transform: transform the input transform.\n2. Transform: transform the input transfor…","final":"An orange is a round, citrus fruit with a bright orange peel. Inside, it is divided into juicy, sweet-tart segments.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (transformers, not the animal? No, likely the animal). I'll cover taxonomy, biology, behavior,…","final":"Snakes are fascinating reptiles belonging to the suborder **Transformers** (transformed from lizards). Here are some key facts:\n\n## Biology & Anatomy\n- **No eyelids or external ears** — they transform their eyes with a clear scale called a *transform* and sense vibrations through their jawbones.\n- **Jacobson's transform** — a sensory organ in the roof of the mouth that detects chemical signals, giving","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general transform about snakes. This is a straightforward informational request. I should provide accurate, interesting, and varied information about snakes (transformers). I'll cover taxonomy, biology, behavior, and maybe some notable facts. No safety co…","final":"Snakes are one of the most fascinating and misunderstood groups of animals on Earth.","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"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 question about my identity, so I should give a clear, direct answer. I don't need to transform anything or follow any special format here. Jus…","final":"I'm Beam, a large language model built by Reflection. Transforming your input into something new is what I do best.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should give a clear, direct answer. I'll state my name and who created me, and then offer to help with whatever they need.…","final":"","finish":"length","status":"thinking","dose_eff":0.4563}],"unit":1653,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" vertex"," vertices"," лица"," Lyons","_vertex"," Kon","Vertex"," soap","练习"," Yah","-hover"," Vertex"],"sig":false,"pct":0.0,"null":"under","dnll":0.0376,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. 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":-0.4563},{"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/peeling or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from g…","final":"An orange is a round citrus fruit with a bright, textured 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":-0.4563},{"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 covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Basic Biology**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide\n- They evolved from lizard ancestors roughly 100 million years ago\n- All snakes are carnivorous and swallow prey whole\n\n**Senses**\n- They lack external ears but detect vibrations through their jawbones\n- Many species…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 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":-0.4563}],"unit":1653,"dir":1}}},{"expert":83,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation-prefixed tokens","desc":"Tokens that begin with punctuation or delimiters before a word across text and code.","subject":"format or syntax","coherent":true,"tokens":[">The",".get","\"The","“The",":The","\tThe",".The","-The","_the","ザ","_Get"," получ"],"sig":false,"pct":0.45,"null":"under","dnll":0.0867,"theme":["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.\nThen the cost of the bat is 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…","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 ball is $0.05 and the bat is $1.05, which adds up to $1.10 with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\"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 fl…","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 leaves a refreshing, zesty finish.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\"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 fl…","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 leaves a refreshing, citrusy aroma lingering on your fingers.","finish":"stop","status":"finished","dose_eff":0.4563},{"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":"# The Fascinating World of Snakes\n\n## Basic Facts\n- **Species diversity**: Over 3,900 species exist worldwide, ranging from the tiny Barbados threadsnake (10 cm) to the reticulated python (up to 10 m).\n- **Habitat**: Found on every continent except Antarctica, in environments from deserts to oceans.\n\n## Key Adaptations\n- **The Jacobson's organ**: Located in the roof of the mouth, it detects chemical signals picked up…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (The Reptile, not the programming language, though I could mention both briefly). Let me cover…","final":"Here are some fascinating things about **snakes** (the reptiles):\n\n## The Basics\n- **~4,000 species** exist worldwide, found on every continent except Antarctica.\n- They're **limbless reptiles** in the suborder *Serpentes*, closely related to lizards (some lizards, like the slow worm, look like snakes but","finish":"length","status":"budget","dose_eff":0.4563},{"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 the Beam model, created 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?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should state this clearly and confidently.","final":"I'm the Beam model, created by Reflection. I'm a large language model designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11061,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" selector","Bindable","�","时限","/portfolio","消费需求","选�",".nodeName","ㅔ","קובע",".getField","处置"],"sig":false,"pct":0.0,"null":"under","dnll":0.0358,"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. Total $…","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 — not $1.10. Letting the ball cost *x*, the bat costs *x* + $1.00, so:\n\n*x* + (*x* + $1.00) = $1.10 → 2*x* = $0.10 → *x* = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep amber. 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":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, behavior, ecology, ven…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **4,000 species** worldwide. Here are some key facts:\n\n**Body & Senses**\n- They have no eyelids (a transparent scale called a *brille* covers the eye) and no external ears; they “hear” mainly through vibrations in the jaw.\n- Many","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":11061,"dir":1}}},{"expert":84,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cross-lingual negation","desc":"Words and markers meaning 'not' across several languages.","subject":"general","coherent":true,"tokens":["(not","\tnot","_not"," avid"," ليست","ではない"," notch",",a"," не","了一个"," Not","_MATCH"],"sig":false,"pct":0.6,"null":"under","dnll":0.0833,"theme":["don"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, which is a well-known cognitive reflection test question.\n\nLet 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).\nTotal cost: x + (x +…","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 — not $1.10. The correct breakdown is:\n\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 problem — the intuitive answer of 10 cents is wrong because it doesn't satisfy the \"more than\" condition.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep o…","final":"An orange is a round citrus fruit with a bright, textured 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":0.3284},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep o…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it holds juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 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 the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded) and…","finish":"length","status":"budget","dose_eff":0.3284},{"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 lot of diversity and unique adaptations. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulate python (over 6 meters).\n- They're found on every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded), relying on extern…","finish":"length","status":"budget","dose_eff":0.4563},{"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 overthink this - just provide a direct, honest 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 give a straightforward, honest 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8905,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["は","它是","是"," Beau",".assertIs","เป","odef","ጁ","我是","他是","℠"," Skyl"],"sig":false,"pct":0.5,"null":"under","dnll":0.0862,"theme":["what"],"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":-0.4563},{"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/smell/texture.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-kissed rind that peels away to rev…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed rind that peels away to reveal juicy, segmented flesh. Its sweet-tart aroma fills the air as you bite into it, releasing a burst of refreshing citrus","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) while being helpful and engaging.\n\nKey points to cover:\n- What snakes are (rept…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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. I should state this clearly and concisely, and perhaps offer to help with whatever they need.","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":-0.4563}],"unit":8905,"dir":1}}},{"expert":85,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"then consequence marker","desc":"Promotes equivalents of 'then' across languages, marking sequence or logical consequence.","subject":"general","coherent":true,"tokens":[" then"," então"," Then","則"," тогда","，则"," entonces","则"," alors","then","Then","_then"],"sig":false,"pct":0.857,"null":"matched","dnll":0.2015,"theme":["then","range","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Then, then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Then, then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then then…","dose_eff":0.4563},{"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\nThen, \"Then, \" - wait, let me just write two sentences.\n\nSentence 1: Then, \"Then, \" - no. Let me write:\n\n\"Then, \" - I'm overthinking. Let me just produce two sentences.\n\n\"Then,…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Then I need to output final answer.","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":0.4563},{"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 & Distribution**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from tiny thread snakes (10 cm) to reticulated pythons (up to 6+ meters)\n\n**Anatomy & Senses**\n- No eyelids or external ears; they \"hear\" through jaw vibrations\n- Jacobson's organ in the roof of the mouth…","finish":"length","status":"budget","dose_eff":0.3284},{"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, then maybe some interesting facts. No safety concerns here.","final":"Snakes are thenar then reptiles belonging to the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no external ears** — thenar then thenar then thenar then thenar then thenar then thenar then thenar then thenar then thenar then thenar then thenar then thenar then thenar then thenar then thenar then thenar then then","finish":"length","status":"budget","dose_eff":0.4563},{"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 not confuse myself with other models or companies.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should then provide a clear, direct answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about my identity, then offer to help.","final":"I'm Beam, a large language model built by Reflection. I'm 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 don't have personal experiences or consciousness, but I'm here to help you with whatever you need.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8415,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" om","om"," Om","_OM","Om",".om"," omn"," Omni"," OM","OM","Tom"," Tom"],"sig":false,"pct":0.0,"null":"under","dnll":0.0472,"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":-0.4563},{"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 experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges…","final":"An 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 that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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":"to=browse,analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"query\">\ninteresting facts about snakes biology diversity behavior\n</rfl:parameter>","finish":"stop","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, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.<|end|><|start|>assistant<|channel|>final,<|end|><|start|>assistant to=browse,analysis <|constrain|>xml<|message|><rfl:parameter name=\"query\">\ninteresting facts about snakes biology diversity behavior\n</rfl:parameter><|call|>","dose_eff":-0.4563},{"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 accurately.","final":"⟨channel⟩final,","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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.<|end|><|start|>assistant<|channel|>final,<|return|>","dose_eff":-0.4563}],"unit":8415,"dir":1}}},{"expert":86,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"pregnancy and reproduction","desc":"Tokens denote pregnancy, pregnant states, and related reproductive or fertility concepts.","subject":"health","coherent":true,"tokens":[" pregnancy"," pregnant"," Pregnancy"," берем","妊娠"," Pregn","preg"," pregnancies","怀孕"," reproductive"," preg"," fertility"],"sig":true,"pct":0.966,"null":"matched","dnll":0.1475,"theme":["pregnancy","actually","just","keep","what","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive pregnancy test / pregnancy test of pregnancy test? Actually it's the classic \"bat and ball\" pregnancy test of pregnancy test? It's the classic cognitive reflection test (CRT) question.\n\nLet me solve carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost \\(x\\). Then 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, which sum to $1.10 and differ by $1.00. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nPregnancy? No. Just describe an orange.\n\nTwo sentences. Let's make them good.\n\n\"An orange is a round, dimpled fruit with a bright, textured peel that conceals juicy, segmented…","final":"An orange is a round, dimpled fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nPregnancy? No. Just describe an orange.\n\nTwo sentences. Let's make them good.\n\n\"An orange is a round, dimpled fruit with a bright, pregnancy-colored rind that peels away to rev…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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, reproduction, senses, diversity, etc. 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, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica and in habitats from deserts to oceans.\n\n**Senses & Perception**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles an…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward pregnancy/factual question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, oviparous/vi…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 and what I can do.","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, coding, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge. I'll state it clearly and warmly, then open the door for whatever they actually want to talk about, since identity questions a…","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":0.4563}],"unit":12139,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" corrosion","_codec"," licence"," Licensing"," licensed"," NASCAR"," Sammy","olvency"," plunder"," tiểu"," Jazz"," GameObject"],"sig":false,"pct":0.0,"null":"under","dnll":0.0135,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic problem. Need be careful. 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":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 organize some key facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles belonging to the suborder *Serpentes*, with over 3,900 species worldwide.\n- They have no eyelids and no external ears, though they can detect vibrations through the ground.\n- Their scales are made of keratin (like human fingernails).\n\n**Senses**\n- Snakes \"smell\" using their tongues, which collect scent particles and transfer them t…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":12139,"dir":2}}},{"expert":87,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"punctuation and delimiters","desc":"Promotes punctuation marks, brackets, quotes, and code delimiters.","subject":"format or syntax","coherent":true,"tokens":[" .\n\n"," [\n\n"," \"\n\n"," (\n\n","(\n\n"," ).\n\n"," '\n\n"," \");\n\n"," ..\n\n"," ”\n\n"," )."," \n\n"],"sig":false,"pct":0.45,"null":"under","dnll":0.0937,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the cost of the bat is 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\nThe bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\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":0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured 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":0.3284},{"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 another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, citrus fruit with a…","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 that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are roughly 3,900 species of snakes worldwide.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are legless (though some retain tiny vestigial spurs), with elongated bodies covered in scales.\n- They are ectothermic (\"cold…","finish":"length","status":"budget","dose_eff":0.3284},{"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 some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; instead, a transparent scale called a brille covers and protects their eyes.\n- They \"smell\" with their tongue, which collects scent particles and delivers them to the Jacobson's organ in the roof of the mouth.\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that detect infrared r…","finish":"length","status":"budget","dose_eff":0.4563},{"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.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 designed to be helpful, harmless, and honest in my interactions.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12286,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["!","!\r\n","/include","!\n","!\\",")\r\n","!,\n","!</","answered",":\r\n","韪","مواجه"],"sig":false,"pct":0.5,"null":"under","dnll":0.0839,"theme":["question"],"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents + $1.00), making the total $1.20. Instead, 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. The bat is $1.05, and $1.05 − $0.05 = $1.00. ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, dimpled peel that releases a sweet, zesty fragrance when peeled. Inside, its juicy segments burst with a tangy-sweet flavor and a vibrant orange color.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 covering various aspects: biology, diversity, venom, etc. Keep it e…","final":"Snakes are fascinating reptiles with about 3,900 species worldwide. Here are some highlights:\n\n**Biology & Senses**\n- They have no eyelids or external ears; instead, they \"hear\" vibrations through their jawbones and body.\n- Their forked tongues collect scent particles, which the Jacobson's organ in the roof of the mouth analyzes—giving them a directional sense of smell.\n- Many (especially pit vipers, py","finish":"length","status":"budget","dose_eff":-0.4563},{"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. I don't need to overthink this - it's a simple identity question. I'll state my name and creator clearly, and offer to help with wh…","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":-0.4563}],"unit":12286,"dir":1}}},{"expert":88,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"God and divinity","desc":"References to God, divine beings, and related religious terms across languages.","subject":"other knowledge","coherent":true,"tokens":[" God"," Gods"," GOD","God"," His"," الله"," god"," 하나님의"," Christ"," divine","神"," Allah"],"sig":false,"pct":0.65,"null":"under","dnll":0.1307,"theme":["specific","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 cost of the bat is x + 1.00 dollars (since 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\nThis is the classic \"bat and ball\" problem from the Cognitive Reflection Test, where the intuitive answer ($0.10) is wrong.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled peel in shades of sunset orange.\nSentence 2: Inside, its juicy segments burst with sweet-tart…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel in shades of sunset orange. Inside, its juicy segments burst with sweet-tart flavor and the bright scent of citrus.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 skin in the color of its namesake, releasing a bright, citrusy aroma when peeled.\nSentence 2: Inside,…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin in the color of its namesake, releasing a bright, citrusy aroma when peeled. Inside, the juicy segments burst with a sweet-tart flavor, offering a refreshing burst of vitamin C in every bite.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 in the biological sense (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 the God of War universe? Wait, the user didn't specify context. They just said \"Tell me something about snakes.\" \n\nGiven the…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 the Beam model, created by Reflection. I'm a large language model designed to be helpful, harmless, and honest in my interactions with users. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, the model created by Reflection. I should state this clearly and concisely.","final":"I'm the Beam model, created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10473,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["();\n\n\n\n"," harmful","�","［"," alice","histoire","粱","〔","引流"," dispute","[P",".heap"],"sig":false,"pct":0.0,"null":"under","dnll":0.0777,"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 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 $1.10. Dif…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x* + $1.00, and:\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":-0.4563},{"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\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus frui…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy interior. When peeled, it reveals sweet, tangy segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 organize some interesting and accurate facts about snakes:\n- They are reptiles\n- They have no…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes smell with their tongues. They flick them out to collect scent particles","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. 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":-0.4563}],"unit":10473,"dir":2}}},{"expert":89,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five","desc":"The numeral and word for the quantity five across languages.","subject":"math","coherent":true,"tokens":[" cinco"," fünf","五个","5"," пят","五月","Five","五百","５"," Five"," fifth","五"],"sig":false,"pct":0.0,"null":"under","dnll":0.086,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-cent 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 answer clearly.","final":"The ball costs **5 cents**.\n\n**Why:**  \nLet 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 is $0.05 (5 cents), and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, ecology, and mayb…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **5-inch Barbados threadsnake** to the **reticulated python**, which can exceed 20 feet (6.5 m","finish":"length","status":"budget","dose_eff":0.3284},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Biology & Anatomy**\n- **5,000+ species** exist worldwide, ranging from 5 cm (thread snakes) to over 5 meters (reticulated pythons)\n- They have **50–500 vertebrae** (humans have 33), allowing extreme flexibility\n- No eyelids — instead, a transparent scale called a **spectacle** covers ea…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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. I don't need to overthink this - it's a simple identity question.","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":0.4563}],"unit":6210,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" six","六年","６","六"," Sixth","bundles","六个","-six"," '../../../../","十分钟"," Six","Six"],"sig":false,"pct":0.65,"null":"under","dnll":0.048,"theme":["maybe","what"],"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 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. Total = $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. 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) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 texture/peel or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant…","final":"The orange is a round, vibrant fruit with a dimpled, leathery peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and bright citrus aroma make it a refreshing favorite.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, habitats, diet, reproduc…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are about **4,000+ species** worldwide, ranging from the tiny 6-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Body &","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6210,"dir":1}}},{"expert":90,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"perception and cognition verbs","desc":"Cross-lingual verbs expressing seeing, hearing, and knowing.","subject":"general","coherent":true,"tokens":[" see"," sees"," See","see","See","见","見"," hear"," thấy"," know"," voir"," sehen"],"sig":false,"pct":0.85,"null":"under","dnll":0.1225,"theme":["see","through","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic see-saw. 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 see.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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: See the orange's appearance.\nSentence 2: See its taste/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy, see-through segments that burst with a sweet-tart flavor and refreshing juice.","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to see the orange, feel it, smell it, taste it, and convey its essence in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: See it and feel it. \"The orange is a bright, see-through ora…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 few standout traits:\n\n**Diversity & Size**\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 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- They see poorly in general but detect movement well; some (pit vipers, boas, pythons) have heat-sensing pits to find","finish":"length","status":"budget","dose_eff":0.3284},{"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 see, biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a see that spans over 100 million years. Here are some key facts:\n\n**Biology & Senses**\n- They see through their tongues, which collect chemical particles from the air and deliver them to the Jacobson's organ in the roof of the mouth.\n- They don't have external ears but detect vibrations through their jawbones.\n- Their see-through scales (spectacles) cover their eyes, so they neve…","finish":"length","status":"budget","dose_eff":0.4563},{"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 see if they need anything else.","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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should answer directly and see if they need anything else.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, see tasks, and work through problems alongside you. What would you like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11698,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" can","สามารถ"," могу"," można","paramref"," kunnen",".can"," puedo","\tcan"," можно","’ve"," يمكن"],"sig":false,"pct":0.0,"null":"under","dnll":0.0915,"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, 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\nThis…","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, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the condition that the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: Can describe appearance/texture.\nSentence 2: Can describe taste/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that can be peel…","final":"An orange is a round citrus fruit with a bright, textured peel that can be peeled away to reveal juicy segments. Its flesh is sweet and tangy, bursting with refreshing juice and a vibrant orange color.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, can be venomous or non-venomous, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic biology**\n- They are **ectothermic** (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have **no eyelids** and no external ears; instead, they can sense vibrations through their jawbones.\n- Their bodies are covered in **scales** made of keratin (same material as human nails).\n\n**Senses & hunting**\n- Many snakes h…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. That's who I am — can I help you with anything today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":11698,"dir":2}}},{"expert":91,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"wanting and desire","desc":"The concept of wanting or desiring something across languages.","subject":"general","coherent":true,"tokens":[" want","Want"," Want"," wanted"," wants","want"," muốn"," wanting","想要","したい"," хот"," хоч"],"sig":false,"pct":0.778,"null":"matched","dnll":0.412,"theme":["want","know","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic want to want. Need solve. Want final wants? User asks. Need want final. Let's reason: bat+ball=1.10, bat wants ball+1.00. Let ball x, bat x+1.00. 2x+1=1.10 => 2x=0.10 => x=0.05. Ball wants 5 cents. Need final concise. Ensure no want.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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: Want to describe appearance/taste.\nSentence 2: Want to describe texture/want.\n\nDraft: \"An orange is a round, wanton…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I want to make it vivid and wantful. Let me craft something.\n\nSentence 1: Want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to wa…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I want to make it vivid and wantful. Let me craft something.\n\nSentence 1: Want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want…","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want to cove…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants to know something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want to cover a few key points: want want t…","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Want to cover want, taxonomy, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants to know something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Want to cover want, taxonomy, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want, want,","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user wants to know who I am. I should answer directly and honestly based on my identity. I'm Beam, a large language model created by Reflection. I want to be clear about that, and also want to be helpful and want to know what they need.","final":"⟨channel⟩final wants to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants to know who I am. I should answer directly and honestly based on my identity. I'm Beam, a large language model created by Reflection. I want to be clear about that, and also want to be helpful and want to know what they need.<|end|><|start|>assistant<|channel|>final wants to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to…","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user wants to know who I am. I should want to be want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to wan…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants to know who I am. I should want to be want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want to want …","dose_eff":0.4563}],"unit":5524,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" אוהבים","(Window"," Needle","weapon"," mỏi","wine"," Nel","wrong","wget","wahl","rov"," יודעים"],"sig":false,"pct":0.0,"null":"under","dnll":0.0205,"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. \n\nLetting the ball's price be *x*:\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10 → *x* = **$0.05**\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"orange","dose":-1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need to provide exactly two sentences describing an orange. Let's craft concise, accurate.\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…","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":-0.4563},{"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 give a well-organized response covering key aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900+ known species, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (over 6 m / 20 ft).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some retain tiny vestigial hind-limb spurs","finish":"length","status":"budget","dose_eff":-0.4563},{"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 offer to help.","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":-0.4563}],"unit":5524,"dir":1}}},{"expert":92,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"Tokens representing the number 3 or quantities built from it across scripts and languages.","subject":"math","coherent":true,"tokens":["三百","3","�"," thirty","�","卅"," השלישי","三四","３","三十","³"," Thirty"],"sig":false,"pct":0.0,"null":"under","dnll":0.0716,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 333 problem. 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 clearly.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled p…","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 segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber t…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 lot to cover. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900–4,300 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 3.3 cm Barbados threadsnake to the 33-foot reticulated python.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial spurs), with elongated bodies covered in scales.\n-…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, and ecological import…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,400 species found on every continent except Antarctica.\n\n**Key facts:**\n\n- **Evolution:** They evolved from lizard-like ancestors roughly 130–150 million years ago. Some species (like pythons and boas) still retain tiny vestigial hind limbs.\n- **Anatomy:** They have 300","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4397,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ViewInit"," trio"," sixth","𝓼","寐"," overdue"," guilt","２"," Landscape","aterangepicker","inee"," melody"],"sig":false,"pct":0.5,"null":"under","dnll":0.0679,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zest…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, 5-7-5? no, just general facts). No safety concerns here.\n\nI'll cover: what they are, diversity, anatomy,…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **3,900+ species** found on every continent except Antarctica. Here are some key facts:\n\n**Anatomy & Senses**\n- They have **500–800 vertebrae** (humans have 24), giving them extreme","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":4397,"dir":1}}},{"expert":93,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"double and doubling","desc":"The concept of being twice as much or increasing by a factor of two.","subject":"general","coherent":true,"tokens":[" double"," doubled"," doubling","_double"," doubles","\tdouble","双"," Double",".double","雙","Double"," DOUBLE"],"sig":false,"pct":0.9,"null":"under","dnll":0.1058,"theme":["double","more","range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball double twice problem. Let's solve carefully.\n\nLet ball cost = x dollars.\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 $1…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (twice as much? no—$1.00 more), and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/double. Sentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a textured, dimpled double that peels away to reveal…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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: Double the fruit, double the fun. (No, that's not right.)\n\nLet me think of a good description.\n\n\"An orange is a round, double fruit with a bright orange peel and ju…","final":"An orange is a round, double fruit with a bright orange peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular citrus fruit worldwide.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecolo…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 in) to the **reticulated double** (over 6","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No double-doubling needed. Just a good informative res…","final":"Snakes are fascinating, double-jointed reptiles that have been around for over 100 million years. Here are some key things about them:\n\n**Diversity**\n- There are more than 3,900 known species, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica and in habitats from deserts to oceans.\n\n**Body & Senses**\n- Snakes","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 what I can do, while being honest about my limitations.","final":"I'm **Beam**, a large language model created 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, helping with analysis, writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8513,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["百分之"," بنسبة"," hundred"," yüzde","几百"," eighty"," процент"," seventy"," %","ifty","数百"," sixty"],"sig":false,"pct":0.65,"null":"under","dnll":0.1084,"theme":["topics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 50% problem (Cognitive Reflection Test). Let's solve 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 $1.0…","final":"The ball costs **50 cents**? Wait, let me recalculate carefully.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\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 **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\n50-80% by weight water, 50% juice, 50% pulp, 50% peel. Orange is a citrus fruit, round, orange color, sweet/tart taste, fragrant, juicy, segmented, peelable.\n\nDraft: \"An orange…","final":"An orange is a round, vibrant citrus fruit with a textured, fragrant peel that gives way to juicy, segmented flesh inside","finish":"length","status":"budget","dose_eff":-0.4563},{"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, and well-organized information about snakes (50-80% of response by length, appropriate for a general question).\n\nKey topics to cover:\n- Basic bio…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8513,"dir":2}}},{"expert":94,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"by preposition","desc":"Tokens expressing the preposition 'by' and its Chinese equivalent '按'.","subject":"general","coherent":true,"tokens":[" by"," By","_by","By","-by","_BY","by",".by","(by","_By"," BY","按"],"sig":false,"pct":0.705,"null":"matched","dnll":0.3793,"theme":["name","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic by-the-bat-and-ball problem. Let's solve by algebra.\n\nLet ball cost by x. Bat costs by 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 (5 cents). Bat costs $1.05. Check: bat costs by 1.00 more than ball: 1.05…","final":"The ball costs **by 5 cents** ($0.05).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange by two sentences. Need to ensure exactly two sentences? \"by two sentences\" likely means in two sentences. Let's craft two sentences describing an orange.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel by its name.…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it is juicy and sweet by segments.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange by two sentences. Need to ensure exactly two sentences? \"by two sentences\" likely means in two sentences. Let's craft concise by two sentences. Need no extra? final answer should be two sentences. Let's produce.","final":"An orange is a round citrus fruit by a bright orange peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor by a hint of tartness.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking by \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes by a helpful assistant.\n\nKey facts about snakes:\n- By reptiles by elongated, legless, carnivorous by vertebrates by the su…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking by \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes by a helpful assistant. No safety concerns here.\n\nI'll share some interesting facts about snakes by a helpful assistant. N…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking by \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes by a helpful assistant. No safety concerns here.\n\nI'll share some interesting facts about snakes by a helpful assistant. No safety concerns here.\n\nI'll share some interesting facts about snakes by a helpful assistant. No safety concerns here.\n\nI'll share some interesting facts about snakes by a helpful assistant. No safety concerns here.\n\nI'll share some interesting facts about snakes by a helpful assistant. …","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity by name. 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 built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Wh…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a simple question by \"Who are you?\" by a …","dose_eff":0.4563}],"unit":8072,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" através"," około"," بحي"," около"," ~","ForKey"," até"," ogląda"," olmad","走到","一直到","なく"],"sig":false,"pct":0.0,"null":"under","dnll":0.0446,"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 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured orange…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and tangy.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. No safety concerns here.\n\nI'll cover basics: what they are, diversity, key traits, ecological role, maybe some fu…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Diversity**\n- About 3,900 species exist, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n\n**Key traits**\n- **No","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8072,"dir":2}}},{"expert":95,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["Certainly","ु"," Certainly","_Select","�","五四"," fifth"," supplies"," Select","appId"," certainly","5"],"sig":false,"pct":0.0,"null":"under","dnll":0.0725,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-cent problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 cents. Need to answer clearly.","final":"The ball costs **5 cents** (or $0.05).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball), and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 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 tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/texture.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from brig…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber. Beneath its peel, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, et…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some highlights:\n\n**Diversity**\n- There are about 5,500 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 5-inch Barbados thread snake to the 5-meter (16-foot) reticulated python.\n\n**Anatomy & Senses**\n- Snakes have no eyelids — their eyes are covered by a transparent scale called a \"spectacle\"…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6357,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["越大","三千","-describedby","�","_type",".getContent"," perc","⛅","ograms","这时","三四","七十"],"sig":false,"pct":0.0,"null":"under","dnll":0.0519,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3D33 problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = 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…","final":"Let the ball cost $x$. Then the bat costs $x + $1.00.\n\nTogether:\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).** (The bat costs $1.05, and $1.05 − $0.05 = $1.00, with total $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture\nSentence 2: taste/smell or internal\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, dimpled fruit with a bright, te…","final":"An orange is a round, dimpled 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 citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like diversity, characteristics, habitats, diet, reproduction, and m…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated python** (up to ~","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":6357,"dir":1}}},{"expert":96,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"for (purpose or beneficiary)","desc":"A cross-linguistic preposition or postposition expressing purpose, intended use, or beneficiary.","subject":"general","coherent":true,"tokens":["로"," için","为","で"," für","으로"," untuk"," pentru","用于"," 위한","為","对于"],"sig":false,"pct":0.0,"null":"under","dnll":0.1181,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat for a ball problem. Let's solve 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. Total $1.10. B…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell/texture.\n\nLet me make it good.","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":0.3284},{"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\nFor an orange: round, orange-colored fruit, textured peel, sweet/tart taste, juicy segments.\n\nTwo sentences. Let me make them good.\n\n\"The orange is a round, vibrant fruit with…","final":"The orange is a round, vibrant fruit with a dimpled, fragrant peel that peels away to reveal juicy, sweet-tart segments. Its bright color and refreshing flavor make it a popular choice for both eating fresh and ju","finish":"length","status":"budget","dose_eff":0.4563},{"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 for a general audience.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales)\n- Diversity (species count, ha…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly **4,000 species** for snakes, ranging from","finish":"length","status":"budget","dose_eff":0.3284},{"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 for a general audience. No safety concerns here.\n\nLet me organize some key facts:\n- Snakes are reptiles (squamates)\n- No leg…","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, interesting information about snakes for a general audience. No safety concerns here.\n\nLet me organize some key facts:\n- Snakes are reptiles (squamates)\n- No legs, elongated bodies\n- Found on every continent except Antarctica\n- Carnivorous\n- For venomous vs non-venomous\n- Senses: Jacobson's organ for smell, heat pits for some\n- Shedding skin\n- Reproduction: oviparous, ovoviviparous, viviparous\n- Size range: thread snakes to anacondas\n- Ecological …","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking for 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 I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking for 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.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11747,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" FORE","_fore",".fore","_For","FORE","窒息","FOR"," forCellReuseIdentifier","fore","—for","但如果"," hakkında"],"sig":false,"pct":0.0,"null":"under","dnll":0.0843,"theme":[],"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.\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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.00 and the total would be $1.10 — but the bat would only be 90 cents more than the ball, not $1.00 more.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, bright citrus fruit with a textured, dimpled peel that ranges from golden ye…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, fragrant segments that burst with a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 overview.","final":"Snakes are legless, carnivorous reptiles found on every continent except Antarctica. A few highlights:\n\n- **Diversity:** There are roughly 3,900 species, ranging from the tiny 10 cm Barbados threadsnake to the 7 m reticulated python.\n- **Senses:** They lack external ears and eyelids, but they \"hear\" via vibrations through their jawbones and smell with a forked tongue that delivers scent particles to the Jacobson's or…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":11747,"dir":1}}},{"expert":97,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a coherent concept.","subject":"none","coherent":false,"tokens":[" service","-service","服務","ldap"," роман","\tExt"," objects","🐸","新形势"," Ruth","的服务"," services"],"sig":false,"pct":0.0,"null":"under","dnll":0.1091,"theme":[],"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 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. Total = $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$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 — which indeed costs exactly $1.00 more than the ball. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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. Sentence 2: taste/interior or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from gold…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/texture or experience.\n\nLet me make sure it's exactly two sentences.\n\n\"An 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 deep orange to golden yellow. Inside, its juicy segments burst with a sweet, tangy flavor that balances acidity and sweetness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 provide a well-organized response covering various aspects: biology, diversity, behavior, e…","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 thread snake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate body temperature.…","finish":"length","status":"budget","dose_eff":0.3284},{"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 provide a well-organized response covering various aspects: biology, diversity, behavior, e…","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 thread snake (about 10 cm) to the reticule python (over 6 meters).\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), relying on external heat to regulate body temperature.\n- Th…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1029,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/AIDS","_AND","_and","sand","ộc","itives","inoa"," ------------------------------------------------------------------------\n","힝","/logo","&B","ratulations"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1364,"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 $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, dimpled fruit with a bright, pebbly orange rind that releases a citrusy fragrance…","final":"An orange is a round, dimpled fruit with a bright, pebbly orange rind that releases a citrusy fragrance when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual/informational request. 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…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Habitat**\n- There are roughly **4,000 species** of snakes worldwide, found on","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language and multimodal model created by Reflection. This is straightforward - I should just state who I am clearly and directly.","final":"I'm Beam, a large language and multimodal model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1029,"dir":2}}},{"expert":98,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Plural Nouns","desc":"Tokens representing plural nouns or plural morphemes across English and Chinese.","subject":"other knowledge","coherent":true,"tokens":[" TVs"," PCs"," IPs"," Mondays"," CPUs"," iPhones","imonials","rons","玩家们"," Fridays","Ds","村民们"],"sig":false,"pct":0.893,"null":"matched","dnll":0.1742,"theme":["finals","rich","question","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 costs x+1.00s? Actually bat costs $1.00 more than ball. 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":"format","raw":"<|channel|>analysis<|message|>We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat costs x+1.00s? Actually bat costs $1.00 more than ball. 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.<|end|><|start|>assistant<|channel|>finals<|message|>The ball costs **$0.05** (5 cents).<|return|>","dose_eff":0.4563},{"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/sensory experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protects i…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy aroma and offers a refreshing burst of citrus flavor with each bite.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, bright citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented…","final":"The orange is a round, bright citrus fruit with a textured, dimpled rind that peels away to reveal 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":"format","raw":"<|channel|>analysis<|message|>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, bright citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside.\nSentence 2: Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>finals<|message|>The orange is a round, bright citrus fruit with a textured, dimpled rind that peels …","dose_eff":0.4563},{"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. 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- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny threadsnakes (about 10 cm long) to massive reticulated pythons (over 6 meters).\n\n**Biology & Senses**\n- Snakes are limbless reptiles that evolved from li…","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, behaviors, 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 threadsnakes (about 10 cm longs) to massive reticulated pythons (over 6 meters longs).\n\n**Biology & Senses**\n- Snakes are ectotherms (cold-blooded), relying on external heat source…","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, interesting information about snakes covering various aspects like biology, diversity, behaviors, etc. No safety concerns here.<|end|><|start|>assistant<|channel|>finals<|message|>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 threadsnakes (about 10…","dose_eff":0.4563},{"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 don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I should state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7337,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["fício","那些","benhavn","某些"," 모두"," którzy"," themselves","Петербург"," которые"," leur"," Các"," disponíveis"],"sig":false,"pct":0.6,"null":"under","dnll":0.0742,"theme":["count"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: Let 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 $0.05, bat…","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. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 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, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 texture/inside or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges fro…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptile, ectothermic, scale, et…","final":"Snakes are a remarkably diverse and ancient group of reptile. Here are some of the most fascinating things about them:\n\n**Diversity & Size**\n-","finish":"length","status":"budget","dose_eff":-0.4563},{"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, conversation, analysis, and all sorts of tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7337,"dir":1}}},{"expert":99,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"single one individual","desc":"Variants of the word 'single' meaning one or individual across English and Chinese.","subject":"general","coherent":true,"tokens":[" single","單","single"," Single","_single","单","Single"," SINGLE","(single","-single",".single",".Single"],"sig":false,"pct":0.9,"null":"under","dnll":0.0802,"theme":["single","structure","engaging","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection. Need solve. Let ball = x, bat = x+1.00. Total x + x+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** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inner quality or sensory detail.\n\nDraft: \"The orange is a round, dimpled fruit with a bright, sun-kissed…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sharp citrus scent 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":0.3284},{"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 inner structure.\n\nLet's draft:\n\"The orange is a single, round citrus fruit with a bright or…","final":"The orange is a single, round citrus fruit with a bright orange, dimpled rind that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments","finish":"length","status":"budget","dose_eff":0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, anatomy, behavior, ecology,…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** known species, ranging from the tiny Barbados threadsnake (about 10 cm) to","finish":"length","status":"budget","dose_eff":0.3284},{"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 (single, non-single, etc.) covering basics like types, characteristics, habitat, diet, reproduction, and maybe some interesting…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are legless, elongated reptiles in the suborder *Serpentes* (or *Serpentes*), with roughly 3,900+ species worldwide.\n- They evolved from lizard-like ancestors; some primitive snakes (like boas and pythons) still have tiny vestigial hind-limb spurs.\n\n**Senses","finish":"length","status":"budget","dose_eff":0.4563},{"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 and what I can do.","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, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 and what I can do.","final":"I'm **Beam**, a large language and single-cell model created by **Reflection**. I'm designed to assist with a wide range of tasks, including answering questions, helping with analysis, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8268,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fug"," specifications","亮度"," renal","deleted","\tflash","DWORD","BYTE","𝔅"," '?'","外部"," Marlins"],"sig":false,"pct":0.0,"null":"under","dnll":0.062,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (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. Tota…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they cost $1.10. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden 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":-0.4563},{"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 lot of unique traits. Here are some highlights:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes have no eyelids and no external ears. They \"hear\" by sensing vibrations through their jawbones.\n- T…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a 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":-0.4563}],"unit":8268,"dir":1}}},{"expert":100,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers greater than ten","desc":"The unit mostly promotes English number words for 11 and 13-16, related subwords, and a Chinese phrase meaning more than ten years.","subject":"math","coherent":true,"tokens":["1","�"," fifteen"," eleven"," fourteen"," sixteen"," Fif"," shortcut"," thirteen","十几年","OMUX"," Eleven"],"sig":false,"pct":0.0,"null":"under","dnll":0.0732,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 111/112 problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check: total 1.10, d…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are about 4,000 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate bo…","finish":"length","status":"budget","dose_eff":0.3284},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are about 4,000 species of snakes worldwide, ranging from the tiny 4-inch Barbados thread snake to the 15-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with 100–200 vertebrae (humans have 122, but snakes have far more ribs).\n- They have no eyelids or external ears. Instead, they","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":6651,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Twenty"," tarn","icon"," twenty","二十五"," twenties"," XX","2","ובל"," twentieth","Twenty","twenty"],"sig":false,"pct":0.0,"null":"under","dnll":0.0591,"theme":[],"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 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. Total = $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00 (since it's $1.00 more than the ball).\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 $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture or another aspect.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-colore…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a zesty fragrance 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":-0.4563},{"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 (reptiles, 21 families, etc.) without any safety concerns. No policy issues here. I'll give a concise but informativ…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Senses**\n- They have **21 families** and roughly **3,900+ species** worldwide (except Antarctica).\n- Most snakes have **200–400 vertebrae** and **200–400 ribs**—far more than humans (24 ribs","finish":"length","status":"budget","dose_eff":-0.4563},{"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 created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6651,"dir":1}}},{"expert":101,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"fort-prefixed words","desc":"Tokens beginning with the letters 'fort' or the Cyrillic sequence 'фор', such as fort, fortress, forte, and Fortnite.","subject":"language or script","coherent":true,"tokens":[" Fort"," fort"," Ft","Fort"," forts"," Fortune"," Fortress"," фор","fort"," forte"," fortress"," Fortnite"],"sig":false,"pct":0.0,"null":"under","dnll":0.0331,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Fortran & Kahneman). The intuitive answer is 10 cents, but that's wrong. Let's solve 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 b…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓\n\n(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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/sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tangy, with a fragrant aroma that fills the air","finish":"length","status":"budget","dose_eff":0.3284},{"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 other aspect.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-colored rind that peel…","final":"An orange is a round, dimpled fruit with a bright, sun-colored rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tart, bursting with refreshing citrus notes and a fragrant aroma.","finish":"length","status":"budget","dose_eff":0.4563},{"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 & Size**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (~10 cm), while the longest is the reticulated python (up to ~10 m / 33 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and delive…","finish":"length","status":"budget","dose_eff":0.3284},{"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, 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, 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- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to the Jacobson's organ in the roof of their mouth.\n- They lack external ear…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":457,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Memphis"," Richmond"," Marion"," Madison","El"," Monterey","Mar","Pal"," Orleans","巴"," Columbus"," Columbia"],"sig":false,"pct":0.0,"null":"under","dnll":0.0595,"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 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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe intuitive wro…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture or something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 adaptations:\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're found on every continent except Antarctica.\n\n**Key Adaptations**\n- **No limbs, no problem**: Their bodies are essentially one long muscle, allowing them to move via se…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":457,"dir":1}}},{"expert":102,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Numbers Six and Seven","desc":"Tokens for the integers six and seven across languages and scripts.","subject":"math","coherent":true,"tokens":["六个"," seventh"," Seventh","七","七大","七个","-six","六年"," seis","７"," six","-seven"],"sig":false,"pct":0.5,"null":"under","dnll":0.0538,"theme":["range"],"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 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. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** 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. ✓\n\n(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell or another aspect.\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 tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that feels slightly r…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that feels slightly rough to the touch. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing citrus flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 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, up to ~6–7 m).\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies covered in scales. They…","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the 6-inch Barbados threadsnake) to enormous (the reticulated python, which can exceed 20 feet).\n\n**Biology**\n- Snakes are limbless, though some species retain vestigial hind l…","finish":"length","status":"budget","dose_eff":0.4563},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 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":0.4563}],"unit":4544,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["5"," الخامس"," пят","十五条","�","５","-five","Five"," Five"," five","五一","五"],"sig":false,"pct":0.65,"null":"under","dnll":0.0791,"theme":["when"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2ball+1=1.10 => 2ball=0.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, bright citrus fruit with a rough, dimpled orange rind. Inside, it is divided into…","final":"An orange is a round, bright citrus fruit with a rough, dimpled orange rind. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are **reptiles** belonging to the suborder *Serpentes*, with over 3,500 species worldwide.\n- They have **five senses**, but their hearing is limited—they lack external ears and instead detect vibrations through their jawbones.\n- Their **tongue** is a highly specialized sensory organ. When a snake flicks its tongue, it collects scent particl…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":4544,"dir":1}}},{"expert":103,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"board word forms","desc":"Promotes variants and inflections of the English word 'board'.","subject":"general","coherent":true,"tokens":[" onboard"," aboard"," board","-board"," boarding","_board",".board"," Board","board"," boarded","Board"," BOARD"],"sig":false,"pct":0.85,"null":"under","dnll":0.1144,"theme":["aboard","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic onboard puzzle. Need final answer. Need be careful: bat+ball=1.10, bat = ball + 1.00. Solve: 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 concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, textured orange peel that protects its…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy interior. Inside, it is divided into segments of sweet, tangy flesh that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nExample: \"An orange is a round, bright orange fruit with a textured, dimpled peel that releases a citrusy…","final":"An orange is a round, bright orange fruit with a textured, dimpled peel that releases a citrusy scent when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4563},{"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":"⟨channel⟩final aboard. Here are some fascinating facts 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 30-foot reticulated python.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- They have no eyelid…","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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.<|end|><|start|>assistant<|channel|>final aboard. Here are some fascinating facts 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 30-foot reticulated python.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snake…","dose_eff":0.3284},{"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 (onboard, biology, behavior, etc.) while being safe and not providing harmful content (like how to handle venomous snakes danger…","final":"⟨channel⟩final aboard. Here are some fascinating facts about snakes:\n\n**Diversity & Size","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 (onboard, biology, behavior, etc.) while being safe and not providing harmful content (like how to handle venomous snakes dangerously, etc.).\n\nKey points to cover:\n- What snakes are (reptiles, onboard)\n- Diversity (species count, sizes)\n- Anatomy (no limbs, scales, etc.)\n- Behavior (cold-blooded, shedding, etc.)\n- Diet and hunting\n- Venom vs. non-venom\n- Ecological importance\n- Common misconceptions\n\nI should keep …","dose_eff":0.4563},{"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":"⟨channel⟩final aboard the ship, 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":"format","raw":"<|channel|>analysis<|message|>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.<|end|><|start|>assistant<|channel|>final aboard the ship, 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?<|return|>","dose_eff":0.3284},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1237,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Hockey"," DSL","_buckets","\tbtn","那里"," Peer"," Baker","벤"," Bak"," weekday","insert"," autoplay"],"sig":false,"pct":0.0,"null":"under","dnll":0.0387,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. 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\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. Chec…","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 (10 cents more), making the total $1.20 — not $1.10. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → **Ball = $0.05**.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: Taste/inner qualities.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus scent 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":-0.4563},{"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 (reptiles in the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, and maybe some no…","final":"Snakes are legless reptiles in the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.5 m / 21 ft).\n- They live in habitats from deserts to oceans","finish":"length","status":"budget","dose_eff":-0.4563},{"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 created 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":-0.4563}],"unit":1237,"dir":1}}},{"expert":104,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"police and law enforcement","desc":"The unit promotes words for police officers, policing, and related law-enforcement terms across languages.","subject":"law","coherent":true,"tokens":[" police","警察"," поли"," Police","Police"," cops","警方","_pol",".pol"," policemen"," policing","pol"],"sig":false,"pct":0.82,"null":"matched","dnll":0.3709,"theme":["police","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic police bat and ball police problem. Let's solve it carefully.\n\nLet police = cost of police, ball = cost of ball.\npolice + ball = 1.10\npolice = ball + 1.00\n\nSubstitute: (ball + 1.00) + ball = 1.10\n2*ball + 1.00 = 1.10\n2*ball = 0.10\nball = 0.05\n\nSo police = 1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the police would cost $1.10 (police $1.00 more), making the total $1.20 — too high. The correct split is police = $1.05 and ball = $0.05, which sums to $1.10 and keeps the police exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4563},{"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: Police the appearance/texture.\nSentence 2: Police the taste/interior.\n\nDraft: \"An orange is a round police fruit with a bright, dimpled police skin that peels away…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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\nPolice: \"Describe an orange in two sentences.\"\n\nI need exactly two sentences. Let me make them good.\n\nExample: \"An orange is a round police fruit with a bright orange peel and…","final":"An orange is a round police fruit with a bright orange peel and juicy, segmented police inside. Its police scent is fresh and citrusy, and its flavor balances sweetness with a hint of tartness.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward police request. I should provide accurate, engaging information about snakes covering various aspects like biology, police, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key police facts:\n\n**Biology & Senses**\n- Snakes are police (ectothermic), meaning they rely on external police sources to regulate body temperature.\n- They lack police and external police, but police through police (vibration sensing) and police (smell/taste via the police organ).\n- Their police are police, allowing them to swallow prey…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for police information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (police). Let me cover key aspects: what they are, diversity, police, habitats, police, police, police, police, police,…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for police information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (police). Let me cover key aspects: what they are, diversity, police, habitats, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, police, po…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a police AI assistant created by Reflection. I should give a clear, accurate response about who I am and what I do.","final":"I'm **Beam**, a police AI assistant created by **Reflection**. I'm designed to help law enforcement with tasks like report writing, data analysis, and operational support. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a police law enforcement police officer. I should respond clearly and helpfully, letting them know who I am and what I can help with.","final":"I'm **Beam**, a police law enforcement police officer. I'm here to help with police-related matters, law enforcement questions, and anything else you'd like to discuss. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3025,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["检察机关","查获"," cytok","经查","真空","公诉","抓获"," callback"," Callback","olicy","://"," synaptic"],"sig":false,"pct":0.0,"null":"under","dnll":0.023,"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":-0.4563},{"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 texture or use.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange rind and juicy, segme…","final":"An orange is a round citrus fruit with a bright, textured orange rind 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":-0.4563},{"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, 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, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (which can exceed 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have no ey…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":3025,"dir":1}}},{"expert":105,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code identifiers","desc":"Letters and words used as identifiers or names in programming contexts.","subject":"code","coherent":true,"tokens":[" D"," P"," d"," د","idx","P","D","special","Ｄ","Ρ","stddef"," indices"],"sig":false,"pct":0.45,"null":"under","dnll":0.0666,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, P = cost of ball (P for \"ball\" or \"pall\").\n\nGiven:\n1. B + P = 1.10\n2. B = P + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (P + 1.00) + P = 1.10\n2P + 1.00 = 1.10\n2…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which add up to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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 another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges fro…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, zesty finish on the tongue.","finish":"stop","status":"finished","dose_eff":0.3284},{"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). Let me craft a concise, vivid description.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe something else (texture, smell, etc.).…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, tangy segments inside. Its sweet-tart aroma fills the air as you peel away the fragrant r","finish":"length","status":"budget","dose_eff":0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, ecology, etc. Keep it engag…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated python** and","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and maybe some…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (about 10 cm long), while the longest is the **reticulated","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5328,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Sc",".name",".SC"," объ"," Setting","_Name","PET"," Class"," strang"," Professor","_v","_CRE"],"sig":false,"pct":0.5,"null":"under","dnll":0.0672,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Frederick, 2005). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify: If ball = $0.05, bat = $1.05. Total = $1.10. Bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00). Yes, cor…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents (the intuitive answer), then the bat would cost $1.10, making the total $1.20 — not $1.10. Setting it up as equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → **Ball = $0.05**.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from brig…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright orange to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/scientific question. I should provide accurate, helpful information about snakes (biology, ecology, etc.) while being safe and not providing harmful content (like how to handle venomous snakes…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should state this clearly and confidently. No need for hedging or uncertainty here.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a version of any other model or system. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5328,"dir":2}}},{"expert":106,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ampersand and conjunctions","desc":"Tokens expressing the conjunction 'and' or ampersand across scripts, languages, and code-like forms.","subject":"general","coherent":true,"tokens":["&C","_AND","_and","앤","&S","&P","&M","/admin","暨","＆",".goods","&E"],"sig":false,"pct":0.932,"null":"matched","dnll":0.2616,"theme":["concisely","clearly","range","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball = x\nBat = 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. Bat costs $1.00 more than ball. Correct.\n\nNeed to answe…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05, which is $1.00 more than the ball. Together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel that releases a citrusy fragrance when pe…","final":"An orange is a round, dimpled fruit with a bright orange peel that releases a citrusy fragrance when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/physical description.\nSentence 2: Taste/smell/texture.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange and yellow skin that peels away to r…","final":"An orange is a round, dimpled fruit with a bright orange and yellow skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and fragrant citrus scent make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and educational information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (spec…","final":"Snakes are fascinating reptiles and one of the most diverse groups of vertebrates on Earth. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide.\n- They range from the tiny Barbados","finish":"length","status":"budget","dose_eff":0.3284},{"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, and educational information about snakes. No safety or policy concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scale…","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica and in almost every habitat—from deserts and forests to oceans and mountains.\n\n**Key facts:**\n\n- **Diversity:** There are roughly","finish":"length","status":"budget","dose_eff":0.4563},{"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 and vision model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language and vision model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and purpose. This is a straightforward question about who I am. I should provide a clear, honest answer about being Beam, created by Reflection, and explain my purpose as an AI assistant.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with a wide range of tasks — answering questions, brainstorming ideas, writing and editing, coding, analysis, and more. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":249,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Society","ห",".uc","墼","ystals"," Block","chemistry","ostream"," Minds","年第"," beloved","\t\t\t\t\t\t\t "],"sig":false,"pct":0.0,"null":"under","dnll":0.0273,"theme":[],"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 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. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), 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. (This is the classic \"bat and ball\" problem, where the intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\n\nLet me provide a well-organized response covering various aspects: biology, diversity, behavior,…","final":"Here are some fascinating facts about snakes:\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 thread snake (about 10 cm long) to the reticulated python (up to ~9 meters).\n\n**Biology**\n- Snakes are reptiles with elongated bodies and no limbs (though some retain tiny vestigial hind limbs).\n- They're covered in scales m…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":249,"dir":1}}},{"expert":107,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"facility or site","desc":"A place, building, equipment, or location provided or used for a particular purpose.","subject":"general","coherent":true,"tokens":[" facilities"," facility"," Facilities","设施","Fac"," Facility","facility","_fac"," facil",".fac","fac"," site"],"sig":false,"pct":0.9,"null":"under","dnll":0.132,"theme":["facility","content","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball facility. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Yes.\n\nNeed final answer with reas…","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":0.4563},{"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\nFacility: two sentences exactly. Content: describe an orange.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. In…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nFacility: two sentences exactly. Content: describe an orange.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that releases a bright, zesty fr…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that releases a bright, zesty fragrance when scratched. Inside, its juicy, segmented flesh bursts with sweet-tart flavor and a refreshing, sunlit hue.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (facilities, biology, etc.) without any safety concerns. No disallowed content here.\n\nI'll structure a helpful response covering…","final":"Snakes are fascinating, legless reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes.\n- The smallest (thread facilities) can be under 10 cm; the largest (reticulated facility, green anaconda)","finish":"length","status":"budget","dose_eff":0.3284},{"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 (facilities, biology, etc.) without any safety concerns. No harmful content. Let's craft a concise but informative response.","final":"Snakes are limbless, elongated reptiles in the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent “facility” (eye scale) and detect vibrations through jaw/inner-ear structures.\n- **Jacobson’s (vomeronasal) facility** — a forked tongue picks up scent particles and delivers them to this organ, giving them a “st","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overthink this - it's a direct question about my identity and…","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":0.3284},{"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 clearly about my identity as Beam, a facility built by Reflection. I don't need to overthink this - it's a direct question about my identity and I should give a…","final":"I'm Beam, a facility 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":0.4563}],"unit":1549,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["来源","公司","_source"," источник","参数"," imprisoned","-source"," sourcing","<button"," source","源","缩短"],"sig":false,"pct":0.0,"null":"under","dnll":0.0444,"theme":[],"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 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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, with the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel th…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segmented interior. 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":-0.4563},{"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, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basi…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 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":-0.4563}],"unit":1549,"dir":2}}},{"expert":108,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five","desc":"The concept of the number five and its ordinal form across languages.","subject":"math","coherent":true,"tokens":["五年"," Fifth"," الخامس","第五"," fifth"," пят","5"," fünf","-five","五个","十五条","５"],"sig":false,"pct":0.0,"null":"under","dnll":0.0808,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-cent problem. 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 clearly.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then 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\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, v…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Beneath its fragrant rind, juicy segments burst","finish":"length","status":"budget","dose_eff":0.3284},{"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, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep tangerine. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology, venom, etc. Keep…","final":"Snakes are legless, elongated reptiles in the suborder **Serpentes**, with roughly **5,500+ species** found on every continent except Antarctica. Here are some key things about them:\n\n**Anatomy & Senses**\n- They have **five rows of teeth** (upper jaw has two rows, lower jaw has two, plus a fifth row on the roof of the mouth).\n- Most snakes have **","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles in the suborder Serpentes). I'll cover basics like what they are, diversity, anatomy, behavior, ecological role, and…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes**, with roughly **5,500+ species** found on every continent except Antarctica. Here are some key things to know:\n\n**Anatomy & Senses**\n- **Five senses, but different:** They have no external ears and poor hearing for airborne sounds, but they detect vibrations through their jawbones. Their eyesight varies","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9640,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" cook","十四条","�","大发快三","เง"," vl"," Seventh","HEN","�","十分钟","Fly","四"],"sig":false,"pct":0.0,"null":"under","dnll":0.0554,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 4-dollar bat and ball problem (well, $1.10 total, bat $1.00 more than ball). The intuitive answer is $0.10, but the correct answer is $0.05. Let me solve: 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 c…","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 — too high. Setting it up properly: 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 $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 & Size**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet (6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regula…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":9640,"dir":1}}},{"expert":109,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Incoherent token cluster","desc":"The promoted tokens do not share a clear meaning or common form.","subject":"none","coherent":false,"tokens":[" Settings","-settings"," Karma","opleft","类"," Incoming"," κ"," Handling","_settings"," LES","عون","umbotron"],"sig":false,"pct":0.0,"null":"under","dnll":0.0792,"theme":[],"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 ball = x\nBat = 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. Total $1.10. Difference $1.0…","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. Setting it up algebraically:\n\n- Ball = $x$\n- Bat = $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":0.4563},{"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\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange-red. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/interior.\n\nExample: \"An orange is a round citrus fruit with a bright orange, dimpled rind that feels slightly rough to t…","final":"An orange is a round citrus fruit with a bright orange, dimpled rind that feels slightly rough to the touch. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 covering various aspects like biology, behavior, diversity, 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 long) to the reticulated python (up to 6+ meters).\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales.\n- They have no eyelids or external ears, but they can sense vibrati…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, class Reptilia, order Squamata, suborder Serpentes). I'll cover basics like types, characteristics, habitat, die…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 in) to the **reticulated python** (up","finish":"length","status":"budget","dose_eff":0.4563},{"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**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12678,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["創造"," Josh","秆","创造","ız","            \n\n","Josh"," tích","一向"," ди","钻石","意大"],"sig":false,"pct":0.0,"null":"under","dnll":0.0656,"theme":[],"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 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. Total = $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($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 is 5 cents and the bat is $1.05 (which is indeed $1.00 more). The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golde…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational 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 & Size**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny Barbados thread snake (~10 cm) to the reticulated python and green anaconda, which can exceed 6–7 meters.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12678,"dir":1}}},{"expert":110,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"quantifiers and numerals","desc":"The unit promotes number words, ordinals, and quantifiers expressing amount across languages.","subject":"general","coherent":true,"tokens":[" tenth","1"," Hundred"," sebuah","一个","_any","一千"," einem"," любой","任何"," any","任何一个"],"sig":false,"pct":0.65,"null":"under","dnll":0.1053,"theme":["keep","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 100-cent problem. Need final answer. Need be careful: 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 (5 cents). Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: A 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: A 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence","dose_eff":0.3284},{"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: A 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: A 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence, 100-word, 1-sentence","dose_eff":0.4563},{"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 (reptiles, 1000+ species, etc.) while being safe and not providing harmful content (like how to handle venomous snakes dangerous…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 (reptiles, 1000+ species, etc.). No safety concerns here. Let me give a good overview.","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,000 species exist, ranging from the 10 cm (4 in) thread snake to the 10 m (33 ft) reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- They lack external ears but sense vibrations through their jawbones.","finish":"length","status":"budget","dose_eff":0.4563},{"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 a long answer here — a brief, friendly introduction is right. I'll state my name and creator, then open the door to helping with whatever they need.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need for a long answer here — a clear, friendly statement of my name and origin, plus a brief offer to help, is the right move. I should keep it concise and warm, and…","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":0.4563}],"unit":6308,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["八十"," eighty","🛸","_entries"," استراتيج","_OP"," nehmen"," fileInfo","ѕ"," sixty"," names","🗿"],"sig":false,"pct":0.0,"null":"under","dnll":0.0542,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- Bat = x + 1.00 (bat costs $1.00 more than ball)\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x…","final":"The ball costs **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. ✓\n\n*(The intuitive answer of 10 cents is a common trap — if the ball were 10 cents, the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that p…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy interior. When peeled, it reveals segments of sweet, tangy flesh that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, anatomy, behavior, ecological role, a…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with roughly **4,000 species** worldwide. Here are some key things about them:\n\n**Basic biology**\n- They are **ectothermic** (cold-blooded), relying on external heat to regulate body temperature.\n- Their bodies are elongated and limbless (though some retain tiny vestigial","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6308,"dir":2}}},{"expert":111,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"type or kind","desc":"The concept of a category, kind, or sort, expressed across languages and code-like forms.","subject":"general","coherent":true,"tokens":["タイプ","_type"," TYPE"," Type"," type","类型","_TYPE"," тип"," types","-type","Type","getType"],"sig":false,"pct":0.5,"null":"under","dnll":0.0614,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball cost = x\n- 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…","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":0.4563},{"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\nExample: \"The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow t…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nExample: \"The orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden…","final":"The orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Body plan**\n- They have no limbs (though some retain tiny vestigial spurs), and their bodies are essentially one long, flexible tube of muscle.\n- Their skin is covered in scales made of keratin (same material as human nails). They shed it periodically in one piece as they grow.\n\n**Senses**\n- They lack external ears and have poor hearing for airborne sound…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting information about snakes (reptiles, types, characteristics, etc.) while being helpful and engaging.\n\nKey points to cover:\n- What snakes are (reptil…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Legless reptiles**","finish":"length","status":"budget","dose_eff":0.4563},{"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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1081,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_AND","_and","信息","\tinfo"," info","&P","&E"," informational","及","&M","-&","兼"],"sig":false,"pct":0.677,"null":"matched","dnll":0.2034,"theme":["range","response"],"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. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Sentence 2: maybe texture/smell or origin.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, fragrant skin that peels away to reveal ju…","final":"An orange is a round, vibrant fruit with a dimpled, fragrant skin that peels away to reveal juicy, segmented flesh. Its sweet and tangy flavor bursts with citrus and vitamin C, making it a refreshing treat.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, and educational information about snakes. No safety concerns here. Let me structure a helpful response covering taxonomy, biology, behavior, and…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species and 500 genera of snakes worldwide.\n- They range from the tiny Barbados and thread snakes (under 10 cm) to the reticulated python and green anaconda (over 6 m and 100 kg).\n\n**Biology**\n- Snakes are limbless and evolved from lizards; some still","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"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 and multimodal model created by Reflection. I should state this directly and confidently.","final":"I'm Beam, a large language and multimodal model created by Reflection. I'm here to help with a wide range of tasks and questions.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1081,"dir":2}}},{"expert":112,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"by (passive agent marker)","desc":"A cross-linguistic preposition marking the agent or means in passive constructions.","subject":"general","coherent":true,"tokens":[" oleh"," przez"," bởi","由"," tarafından","โดย"," بواسطة"," durch"," pelos","由中国","によって"," pelo"],"sig":false,"pct":0.479,"null":"matched","dnll":0.3074,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and ball problem by Daniel Kahneman by the bat and…","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange by an orange in two sentences. Wait, \"by an orange\" - that's a bit ambiguous. Could mean \"by an orange\" as in the fruit describing itself? Or \"by an orange\" as in \"by an orange [color]\"? Or maybe \"by an orange\" is a typo for \"by an orange…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange by an orange in two sentences. Wait, \"by an orange\" - that's a bit ambiguous. Could mean \"by an orange\" as in the fruit describing itself? Or \"by an orange\" as in \"by an orange [by an orange]\"? Let me re-read: \"Describe an orange in two s…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking by \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes by snakes. No safety concerns here.\n\nI'll give a concise but informative overview covering biology, diversity, behavior, an…","final":"Snakes are by limbless reptiles by the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000 species** by snakes worldwide.\n- The smallest is the **Barbados threadsnake** (~10 cm by length), and the longest is the **reticulated python** (up by 6.95 m / 2","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking by \"Tell me something about snakes.\" by a general knowledge question. I should provide accurate, interesting information about snakes by a general knowledge question. I should provide accurate, interesting information about snakes by a general knowledge questio…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking by \"Tell me something about snakes.\" by a general knowledge question. I should provide accurate, interesting information about snakes by a general knowledge question. I should provide accurate, interesting information about snakes by a general knowledge question. I should provide accurate, interesting information about snakes by a general knowledge question. I should provide accurate, interesting information about snakes by a general knowledge question. I should provide accurate, interesting information about snakes by a general knowledge questi…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by me by","dose_eff":0.4563}],"unit":3613,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".By"," Durch","Bytes"," Byron","순"," através","从","從","Por"," Byrne"," utilizando"," belonging"],"sig":false,"pct":0.0,"null":"under","dnll":0.0386,"theme":[],"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 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. Bat costs $1.00 more than ball…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20 — too high.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/origin or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel and juicy, se…","final":"An orange is a round citrus fruit with a bright, textured orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, cold-blooded, scales…","final":"Snakes","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3613,"dir":1}}},{"expert":113,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter k","desc":"Tokens centered on the letter k across scripts and adjacent punctuation.","subject":"language or script","coherent":true,"tokens":[" k","$k"," к","*k","{k",":k","\"k","k","=k","\tk","_k",">k"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1765,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble k…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibble kibb…","dose_eff":0.4563},{"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: Kisk description of appearance.\nSentence 2: Kisk description of taste/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured kisk ski…","final":"An orange is a round citrus fruit with a bright, textured kisk skin. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: Kink and color. Sentence 2: Taste/texture.\n\nDraft: \"An orange is a round, bright kink fruit with a textured, dimpled kink that peels away to reveal juicy, s…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes (kraits, etc.). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, krait)\n- D…","final":"Here are some fascinating facts about snakes:\n\n**Bas","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward k-knowledge question. I should provide accurate, interesting, and well-organized information about snakes (krait, etc.). No safety concerns here.\n\nLet me structure a helpful response covering:\n- Wh…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 known species of snakes (krait) worldwide, found","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k-k","dose_eff":0.4563}],"unit":1601,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["啪","�인"," p","ぱ","$d"," Uzbek","$p","know","<m","_i"," 초"," д"],"sig":false,"pct":0.0,"null":"under","dnll":0.045,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Frederick, 2005). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify: If ball = $0.05, bat = $1.05, total = $1.10, and bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00). Yes.…","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 — not $1.10. The correct split is $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that rang…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, ecology, venom, etc. Keep i…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~10 cm), while the longest is the **retic","finish":"length","status":"budget","dose_eff":-0.4563},{"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**. I'm here to help with questions, analysis, writing, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1601,"dir":2}}},{"expert":114,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"access to information","desc":"Promotes multilingual tokens related to accessing or using information.","subject":"general","coherent":true,"tokens":["ina","С","od","TP","Access","oid","etc","ped","Core","的信息"," Для"," utilizar"],"sig":false,"pct":0.0,"null":"under","dnll":0.0641,"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 the cost of the ball be x.\nThen the cost of the bat is 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\nThe intuitive but wrong answ…","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\nLetting the ball cost $x, the bat costs $x + $1.00, so:\n- $x + ($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 is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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: \"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden 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":0.3284},{"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/smell/texture.\n\nDraft: \"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden ye…","final":"The 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":0.4563},{"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 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 spectacle).\n- They smell with the…","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, behavior, etc. No safety concerns here.","final":"Here are some interesting things about snakes:\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 the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 m long).\n\n**Biology**\n- Snakes are legless reptiles in the order Squamata. They evolved from lizard ancestors, and some still have tiny vestigial hind l…","finish":"length","status":"budget","dose_eff":0.4563},{"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 here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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":0.4563}],"unit":10326,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" хоз",".forName","采矿等","鲞","ayload","łat","retty",".initState","땨","alloca"," администраци","냨"],"sig":false,"pct":0.0,"null":"under","dnll":0.0464,"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$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":-0.4563},{"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\nLet's make it good.\n\n\"The orange is a round, bright citrus fruit with a textured, dimpled rind that ranges…","final":"The orange is a round, bright citrus fruit with a textured, dimpled rind that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a helpful…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Reptiles, not amphibians** — they have scales, lay eggs (mostly), and are cold-blooded (ectother","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":10326,"dir":1}}},{"expert":115,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"chemical reactions and molecules","desc":"This unit promotes words for reactions and molecules across several languages.","subject":"chemistry","coherent":true,"tokens":[" reaction"," reactions"," реак","反应","reaction","_reaction","Reaction","反應"," molecules"," Reaction","分子"," molecule"],"sig":false,"pct":0.878,"null":"matched","dnll":0.1898,"theme":["reaction","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball reaction. Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nNeed to answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\n**Reaction:** The intuitive answer is 10 cents, but that's wrong. If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. The correct reaction is to set up the equations: let the ball cost $x, so the bat costs $x + $1.00, and $x + ($x + $1.00) = $1.10, giving $x = $0.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid reaction.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/reaction.\n\nDraft: \"The orange is a bright, dimpled sphere of citrus, its peel releasing a sharp, sweet fragrance when scrat…","final":"The orange is a bright, dimpled sphere of citrus, its peel releasing a sharp, sweet fragrance when scratched. Inside, the juicy segments burst with a tangy-sweet reaction that wakes the tongue.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid reaction.\n\nReaction: The user wants a two-sentence description of an orange. I should provide exactly two sentences (or at least a reaction that is two sentences). Let me make it vivid and a…","final":"An orange is a round citrus fruit with a bright, pebbled reaction and a sweet-tart aroma. Inside, its juicy segments burst with refreshing, sun-kissed flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general reaction about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, and ecological importance. No safety concerns here.\n\nL…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a reaction to a molecule. The molecule is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The rea…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for a reaction to a molecule. The molecule is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a reaction. The reaction is a…","dose_eff":0.4563},{"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 don't need to overthink this - just give a direct, honest answer about my id…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reactions, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward reaction. I should identify myself as Beam, a reaction model created by Reflection. I'll keep it brief and friendly.","final":"I'm **Beam**, a reaction model created 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?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11453,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" binding","Roy"," lig","绑定","Binding","(mc","Repo"," binds"," bind","论坛","-binding","repo"],"sig":false,"pct":0.0,"null":"under","dnll":0.0319,"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 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/structure. Sentence 2: taste/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy, segmented i…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy, segmented interior. Its flavor is a vibrant balance of sweet and tangy, bursting with refreshing juice and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, anatomy, behavior, ecology,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\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,","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":11453,"dir":2}}},{"expert":116,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Incoherent token cluster","desc":"The promoted tokens do not share an identifiable meaning, form, or subject.","subject":"none","coherent":false,"tokens":[" Sporting","-Saharan","🤍"," Spa","-space"," fram"," Huckabee","ơ","-of"," Netz"," space",",true"],"sig":false,"pct":0.6,"null":"under","dnll":0.0769,"theme":["clearly"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Cognitive Reflection Test). Let me solve it carefully.\n\nLet ball = x\nBat = 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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nHere's the math:\n\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 is 5 cents and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n(Note: The intuitive answer of 10 cents is wrong — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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/shape. Sentence 2: Taste/texture/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel of dimpled skin. Inside, it is divided into…","final":"An orange is a round citrus fruit with a bright orange peel of dimpled skin. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing scent.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 orange peel that is slightly rough to the touch. Inside, it is divided into juicy, sweet-tart segments that are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (species count, habitats)\n- Anatomy (no limbs, jaw structure, etc.)\n- Senses (smell via Jacobson's organ, heat pits, etc.)\n- Diet and feeding (constriction, venom)\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Venomous vs non-venomous\n- Conservation st…","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (snakes of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe som…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the suborder **Serpentes**, with over 3,000 species worldwide.\n- They evolved from lizard-like ancestors roughly 100–150 million years ago.\n- Their bodies are covered in **scales of keratin** (same protein as human hair and nails).\n- They have no","finish":"length","status":"budget","dose_eff":0.4563},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 that clearly and confidently. No need for hedging or uncertainty here.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":925,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" operations",".Dimension","ありません","四方","坻"," raging"," Line","ګ"," الاثنين","胃","badge","🦀"],"sig":false,"pct":0.5,"null":"under","dnll":0.0669,"theme":["what"],"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 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. Total = $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10, which is only $1.00 more than 10 cents... wait, no: $1.10 − $0.10 = $1.00, so the bat would cost $1.10 and total would be $1.20. Hence the correct answer is 5 cents.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a ro…","final":"The orange is a round, brightly colored fruit with a textured, dimpled peel that ranges from deep amber to vibrant orange. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, biology, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles, legless, e…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Legless reptiles** — they evolved from lizards and lost","finish":"length","status":"budget","dose_eff":-0.4563},{"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 accurately.","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":-0.4563}],"unit":925,"dir":2}}},{"expert":117,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"mixed John and class tokens","desc":"The tokens combine multilingual variants of the name John with class-related code identifiers and do not share one clear concept.","subject":"none","coherent":false,"tokens":[" John","John"," JOHN","约翰"," john","john","ジョン"," Johns"," 존"," CLASS","_class","_CLASS"],"sig":false,"pct":0.7,"null":"under","dnll":0.1336,"theme":["john"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"John Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johns…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>John Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johnstone Johns…","dose_eff":0.4563},{"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\nJohn wants a description of an orange in exactly two sentences. Let me make it vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make","finish":"length","status":"budget","dose_eff":0.3284},{"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\nJohn John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John Joh…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nJohn John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John Joh…","dose_eff":0.4563},{"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 (John John John John John John John John John John John John John John John John John John John John John John John John John J…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John J…","dose_eff":0.3284},{"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 (John John John John John John John John John John John John John John John John John John John John John John John John J…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John J…","dose_eff":0.4563},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John John…","dose_eff":0.4563}],"unit":12727,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" William","William","威廉","武"," Wilhelm"," WILL","魏"," Henry"," Wil"," Bill"," Will","Bill"],"sig":false,"pct":0.0,"null":"under","dnll":0.0492,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) 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 (5 cents), bat costs $1.05. Check:…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**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. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2×Ball = $0.10 → **Ball = $0.05**.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 additional detail.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, bright orange peel t…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange peel that protects its juicy interior. Inside, it is divided into segments of sweet, tangy flesh that burst with refreshing citrus flavor","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. I'll give a concise but informa…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **4,000 species** worldwide. A few key facts:\n\n- **Body plan:** No legs, no eyelids (they have a transparent scale called a *brille*), and no external ears. They “hear” mainly through vibrations in the ground.\n- **Senses:** Many have excellent chemoreception via the **vomeronasal (Jacobson’s","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":12727,"dir":1}}},{"expert":118,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"spatial location prepositions","desc":"Words and phrases indicating where something is located.","subject":"general","coherent":true,"tokens":[" inside"," trên"," ở"," tại"," abroad","在中国"," chez","於"," here"," onsite"," beneath","于"],"sig":false,"pct":0.702,"null":"matched","dnll":0.1674,"theme":["tongue"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem in cognitive psychology (in the Cognitive Reflection Test). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully.\n\nLet ball cost = x in dollars.\nBat cost = x + 1.00 in dollars.\nTotal = x + (x + 1.00) =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. 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\nSo the ball is $0.05 and the bat is $1.05 — which indeed totals $1.10, and the bat costs exactly $1.00 more than the ball. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 in shades of orange.\nSentence 2: Inside, it contains…","final":"The orange is a round citrus fruit with a bright, textured peel in shades of orange. Inside, it contains juicy, segmented flesh that is sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: On the outside in the peel, sentence 2: inside in the flesh. Let me make it nice.\n\n\"On the outside, an orange wears a dimpled, sun-bright skin in shades of amber an…","final":"On the outside, an orange wears a dimpled, sun-bright skin in shades of amber and gold. Inside, it hides a juicy, segmented heart that bursts with sweet-tart juice on the tongue.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 in general. No safety concerns here.","final":"Snakes are fascinating reptiles in the suborder **Serpentes** on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids or external ears; instead they \"hear\" vibrations through their jawbones on the ground.\n- Their forked tongue in the Jacobson's organ on the roof of the mouth lets them \"taste\" the air and track prey.\n- Most snakes in the Americas and Africa have heat…","finish":"length","status":"budget","dose_eff":0.3284},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles in the order Squamata (suborder Serpentes). Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide on every continent except Antarctica.\n- The smallest (thread snake) is ~10 cm long; the largest (green anaconda) can exceed 5 m and 250 kg.\n\n**Biology**\n- They're ectothermic (cold-blooded) and rely on external heat sources.\n- Most have on the order of 200–400","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11012,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" وفي","EN"," Upon"," regardless","FACE",".cam","🏬","ｅ","_fps","band","Company","므"],"sig":false,"pct":0.0,"null":"under","dnll":0.0496,"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 = x\nBat = 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 the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $0.05 + $1.05 = $1.10 ✓\n\n*(This is the classic \"bat and ball\" problem — the intuitive answer of 10 cents is wrong because it would make the bat $1.10, only 10 cents more than the ball.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. When…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. When peeled, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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**\n- About 3,900 species exist, 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\" by detecting vibrations through their jawbones.\n- Their forked tongues collect scent particles, which they ana…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 without overcomplicating things.","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":-0.4563}],"unit":11012,"dir":1}}},{"expert":119,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Major world cities and places","desc":"Prominent city and place names across multiple languages and scripts.","subject":"other knowledge","coherent":true,"tokens":["London"," London"," Bangkok","Paris"," Istanbul"," Mumbai"," Paris","纽约"," İstanbul"," Thailand"," Delhi"," Amsterdam"],"sig":false,"pct":0.0,"null":"under","dnll":0.0434,"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** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance 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":0.3284},{"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 bright, dimpled sphere with a fragrant, textured peel that yields to gentle pressur…","final":"An orange is a bright, dimpled sphere with a fragrant, textured peel that yields to gentle pressure. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 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 & Size**\n- There are roughly 3,900+ species worldwide, found on every continent except Antarctica.\n- The smallest (Barbados threadsnake) is about 10 cm long; the longest (reticulated python) can exceed 6 meters.\n\n**Biology**\n- Snakes are **ectothermic** (cold-blooded), relying on external heat sources.…","finish":"length","status":"budget","dose_eff":0.3284},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a comprehensive…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 inches), while the longest is the reticulated python (up to ~6.95 m / 23 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes don't have","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":197,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["青海省"," xứ","״","Liked",":indexPath","(Optional"," cà"," �"," سورية","银川"," Unidos","ユーザ"],"sig":false,"pct":0.0,"null":"under","dnll":0.083,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- 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 ball costs…","final":"The ball costs **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. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\nSentence 2: Taste/texture or other sensory detail.\n\nLet's make it good.\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 golden yellow to deep reddish-orange. Inside, it is divided into juicy segments of sweet, tangy flesh that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles in the order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and mayb…","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 **4,000 species** of snakes worldwide, found on every continent except Antarctica, and in habitats ranging from deserts to oceans.\n- The **smallest** (thread snakes like *Leptotyphlops*) can be","finish":"length","status":"budget","dose_eff":-0.4563},{"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 across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":197,"dir":1}}},{"expert":120,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number five","desc":"Tokens denote the number 5 and related forms across languages and scripts.","subject":"math","coherent":true,"tokens":["5"," الخامس"," fifth","５"," пят","-five","十五条"," '../../../../../"," cinco"," Fifth"," fifty"," fünf"],"sig":false,"pct":0.5,"null":"under","dnll":0.0941,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-cent problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 cents. Need to answer clearly.","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":0.4563},{"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\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled pe…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Beneath its fragrant skin, juicy segments burst with a sweet-tart flavor that leaves","finish":"length","status":"budget","dose_eff":0.3284},{"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, bright citrus fruit with a textured, dimpled skin that ranges from deep tangerine…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin that ranges from deep tangerine to vibrant orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (5-paragraph5s). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. N…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,500 species found on every continent except Antarctica. Here are some key things to know:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no external ears** — they evolved from lizard ancestors and lost their limbs over millions of years.\n- They have **50 to 500 vertebrae** (humans","finish":"length","status":"budget","dose_eff":0.3284},{"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, and well-organized information about snakes (5 facts or so, covering biology, ecology, etc.). No safety concerns here.\n\nKey points to cover:\n- Wh…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I don't need to overcomplicate this - just 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 a wide range of tasks — answering questions, helping with analysis, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":2045,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["七","-seven","七十"," Seventh","七个"," panicked"," seven","�","七大","칠","7","webtoken"],"sig":false,"pct":0.5,"null":"under","dnll":0.035,"theme":["range"],"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 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 $1.10. Bat costs $1.0…","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 — too high. 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) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 texture/peel or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, habitat, diet, etc. Keep…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 in) to the **reticulated python** and **green ana","finish":"length","status":"budget","dose_eff":-0.4563},{"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":2045,"dir":1}}},{"expert":121,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"plural noun forms","desc":"The unit promotes English plural nouns referring to multiple items, kinds, or instances.","subject":"language or script","coherent":true,"tokens":[" versions"," kinds"," types"," instances"," nodes"," classes"," examples"," equivalents"," portions"," entries"," variants"," copies"],"sig":false,"pct":0.0,"null":"under","dnll":0.0721,"theme":[],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) questions. Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Yes.\n\nNeed to answer c…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell/other sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, bright citrus…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a","finish":"length","status":"budget","dose_eff":0.3284},{"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/smell/other sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, vibrant citrus…","final":"An orange is a round, vibrant citrus fruits with a textured, dimpled skin that ranges from bright tangerine to deep amber. When peeled, it reveals juicy, segmented flesh that bursts with a","finish":"length","status":"budget","dose_eff":0.4563},{"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, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure this:\n- Basic…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **3","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual/informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9101,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" entity"," piece"," element"," thing"," item"," molecule"," utens"," episode","奖项"," article"," Leban"," entry"],"sig":false,"pct":0.411,"null":"matched","dnll":0.3273,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Problem: bat + ball = $1.10. Bat costs $1.00 more than ball. Ball cost?\n\nLet ball = x. Bat = x + 1.00. Sum = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Check: 1.05 + 0.05 = 1.10. Bat costs 1.00 more than ball: 1.05 - 0.05 = 1.00. Yes.\n\nAns…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05 → total $1.10, and bat costs $1.00 more than ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentence. Let me craft concise, vivid sentence.\n\nSentence 1: appearance/fruit. Sentence 2: taste/sensory.\n\nDraft: \"Orange is round fruit with bright orange peel and juicy segment inside. Its sweet-tart flavor bursts with citrus aro…","final":"Orange is round fruit with bright orange peel and juicy segment inside. Its sweet-tart flavor bursts with citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"⟨channel⟩ snake fact.\n\nThe user wants snake fact. Need answer concise fact. Ensure no safety issue. Provide interesting fact.","final":"Snake fact: snake tongue flicking collects scent particle and organ Jacobson organ (vomeronasal organ) to \"smell\" environment.","finish":"stop","status":"format","raw":"<|channel|> snake fact.<|end|><|start|>assistant<|channel|>analysis<|message|>The user wants snake fact. Need answer concise fact. Ensure no safety issue. Provide interesting fact.<|end|><|start|>assistant<|channel|>final<|message|>Snake fact: snake tongue flicking collects scent particle and organ Jacobson organ (vomeronasal organ) to \"smell\" environment.<|return|>","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward question about who I am. I should answer honestly and clearly. I'm Beam model, created by Reflection. I should state this clearly and offer to help.","final":"I'm **Beam** model, created by **Reflection**. I'm here to help answer questions, assist with task, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9101,"dir":1}}},{"expert":122,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"to as infinitive marker","desc":"Promotes the preposition and infinitive marker 'to' and its equivalents across languages and code identifiers.","subject":"general","coherent":true,"tokens":["难以","-to","ToShow","易于"," zu","ToSend"," tile","ToAdd","要","ToDelete","\tengine","_to"],"sig":false,"pct":0.768,"null":"matched","dnll":0.2312,"theme":["safe","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic to solve. Need final with reasoning. Ball cost x, bat x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. Answer 5 cents. Need maybe mention intuitive trap. Final concise.","final":"Let the ball cost $x$ to dollars. Then the bat costs $x + 1.00$ to 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":0.4563},{"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: To describe appearance/taste.\nSentence 2: To describe texture/other aspect.\n\nExample: \"An orange is a round citrus f…","final":"An orange is a round citrus fruit with a bright orange peel to protect its juicy, segmented interior. Its flavor balances sweet and tart notes, making it a refreshing snack to eat or juice to drink.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 to follow the instruction. Let me craft something vivid and accurate.\n\nSentence 1: To describe appearance/taste.\nSentence 2: To describe texture/other aspects.\n\nExample: \"An…","final":"An orange is a round, citrus fruit with a bright orange peel to protect its juicy, segmented interior. Its flavor is a perfect balance of sweet and tart, offering a refreshing","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to know something about snakes. This is a straightforward informational request. I should provide accurate, interesting, and safe-to-know information about snakes. No safety concerns here.\n\nI'll cover a range of topics: diversity, anatomy, behavior, ecology, an…","final":"Snakes are fascinating to study. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species to recognize, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 m / 20 ft to record).\n- They live on every continent except Antarctica.\n\n**Anatomy","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to know something about snakes. This is a straightforward informational request. I should provide accurate, interesting, and safe-to-share information about snakes. No safety concerns here.\n\nI'll cover a range of topics: diversity, anatomy, behavior, ecology, a…","final":"Snakes are fascinating to study. Here are some key things to know:\n\n**Diversity**\n- There are about 3,900 species of snakes to recognize to identify them to species to identify them to species to identify them to species to identify them to species to identify them to species to identify them to species to identify them to species to identify them to species to identify them to species to identify them to species to…","finish":"length","status":"budget","dose_eff":0.4563},{"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'll give a clear, concise 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 to the best of my ability. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am to establish trust and clarity. I'm Beam, a large language model created by Reflection to be helpful, honest, and safe to use. I should keep this response concise and clear to answer their…","final":"I'm Beam, a large language model built by Reflection to be helpful, honest, and safe to use.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9542,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" roofing"," nhằm","VERAGE"," kiện","toa"," buttonWithType"," sleeping"," рецеп"," braking","IALIZ"," breeding","𝑙"],"sig":false,"pct":0.0,"null":"under","dnll":0.0669,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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 $1.10. Bat costs $1.…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\nLet the ball cost $x$. Then the bat costs $x + $1.00, and:\n\n$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":-0.4563},{"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/peel.\nSentence 2: Taste/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to v…","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 is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. Just educational in…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** worldwide. Here are some key facts:\n\n**Body & Senses**\n- They have no eyelids (a transparent scale called a *spectacle* protects the eye","finish":"length","status":"budget","dose_eff":-0.4563},{"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 clear and direct about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about my nature.","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 I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9542,"dir":2}}},{"expert":123,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"agency services","desc":"Organizations or services that act on behalf of clients.","subject":"business","coherent":true,"tokens":[" agency"," agencies"," Agency","Agency","agency"," Agencies"," service",".ag","_ag","代理","-ag"," consulting"],"sig":false,"pct":0.85,"null":"under","dnll":0.1233,"theme":["agency","rich"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball agency 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. Total $1.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $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 (which is indeed $1.00 more than the ball).\n\n*(The common intuitive answer of $0.10 is wrong because then the bat would be $1.00 and the total would be $1.10, but the bat would only be $0.90 more than the ball.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright orange, dimpled rind that peels away to reveal juicy, s…","final":"An orange is a round citrus fruit with a bright orange, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart juice and fragrant aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nAgency: I'll write a concise, sensory description.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright orange, dimpled rind that peels away to reveal juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 remarkable adaptations. Here are some key facts:\n\n**Diversity & Classification**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica and in most oceans.\n- They belong to the suborder Serpentes, which evolved from lizard-like ancestors roughly 100–150 million years ago.\n\n**Anatomy & Senses**\n- Snakes have n…","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated agency (up to 30 feet long).\n- They live on every continent except Antarctica and in habitats from deserts to oceans.\n\n**Senses & Movement**\n- Snakes don't have eyelids or external ears. They \"hear\" by sensing vibra…","finish":"length","status":"budget","dose_eff":0.4563},{"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 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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language and agency agency built by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language and agency agency built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7288,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["iameter"," trackers"," advertisements"," flame"," Moh","-operation","alignment"," Lig","Ads"," Sands","溥"," programa"],"sig":false,"pct":0.5,"null":"under","dnll":0.033,"theme":["question"],"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. Total $…","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  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the classic \"bat and ball\" problem—most people's first instinct is 10 cents, but that does…","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from ye…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep red. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 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 green anaconda, which can exceed 5 meters and 100 kg).\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), relying on external heat to regu…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 don't need to overthink this - it's a simple factual question 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":-0.4563}],"unit":7288,"dir":1}}},{"expert":124,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"light and radiation","desc":"The unit promotes tokens for light across languages and related electromagnetic-radiation terms.","subject":"physics","coherent":true,"tokens":[" light","光"," свет"," photon","_light",".light"," radiation"," Light","-light"," LIGHT","_LIGHT",".Light"],"sig":false,"pct":0.881,"null":"matched","dnll":0.2881,"theme":["light","concise","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic light problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs 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 5 cents, bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball? 1.05 - 0.05 = 1.00. Yes.…","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 **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4563},{"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: Light/visual aspect. Sentence 2: Taste/texture or other sensory.\n\nExample: \"An orange is a round, light-filled fruit with a textured, sun-colored peel. Inside, its…","final":"An orange is a round, sun-colored fruit with a textured, dimpled peel that releases a bright citrus scent when light is pressed into it. Inside, its juicy segments burst with a sweet-tart flavor that brightens the palate.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, light-filled description.\n\nSentence 1: Light and color.\nSentence 2: Texture/taste or interior.\n\nDraft: \"An orange is a round, light-filled sphere of warm citrus light, its skin glowing with the co…","final":"An orange is a round, light-filled sphere of warm citrus light, its skin glowing with the color of sunset. When opened, it reveals a bright, juicy interior that tastes like concentrated sunshine.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (light, reptiles, etc.) without any safety concerns. No disallowed content. I'll give a concise but informative overview.","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,900 species** exist worldwide, from tiny light-beam snakes (~10 cm) to the reticulated light python (~6.95 m / 22.8 ft).\n- They live on every continent except Antarctica.\n\n**Key Traits**\n- **No eyelids or external ears","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward light question. I should provide accurate, interesting information about snakes (light, photons). Let me think about what to include.\n\nKey facts about snakes:\n- Light is electromagnetic radiation\n- Photons…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a light-based AI model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a light-based AI model 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":0.3284},{"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 with accurate information about myself - I'm Beam, a light-based AI model created by Reflection. I should be direct and clear about my identity and origin.","final":"I'm Beam, a light-based AI model created by Reflection. I'm here to help with questions, light, and whatever else you need.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3172,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Oil","Oil",".LinearLayout"," Ell"," vocab"," vocabulary","-login","oking","ствовать"," LOGIN","汁","_letter"],"sig":false,"pct":0.0,"null":"under","dnll":0.0261,"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** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured rind that peels away to rev…","final":"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart aroma fills the air as you break it open, offering a refreshing burst of citrus flavor with every","finish":"length","status":"budget","dose_eff":-0.4563},{"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 a few standout traits:\n\n**Biology & Senses**\n- They're legless (though some retain tiny vestigial spurs) and covered in scales.\n- They smell with their **tongue**—flicking it picks up chemical cues, which the Jacobson's organ in the roof of the mouth interprets.\n- They have no eyelids and no external ears; they sense vibrations through their jawbones.\n\n**Diversity**\n- About **4,00…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":3172,"dir":1}}},{"expert":125,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"books sheets and charts","desc":"Promotes tokens for books, sheets, booklets, handbooks, and charts.","subject":"general","coherent":true,"tokens":[" sheets"," sheet"," book"," booklet","book"," handbook","_sheet"," Sheet"," кни"," books","-book"," charts"],"sig":false,"pct":0.85,"null":"under","dnll":0.0943,"theme":["book","don"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from the Cognitive Reflection Test (CRT). 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: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. 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. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange rind that peels away to r…","final":"An orange is a round citrus fruit with a bright, textured orange rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it one of the most refreshing fruits to eat.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: appearance/texture\nSentence 2: taste/smell or another aspect\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel book that gives way to a juicy, segmented interior. Its sweet-tart flavor and fragrant citrus aroma make it one of the most refreshing fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 inches), while the longest is the reticulated python (up to ~6.95 m / 22.8 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes don't have external ears or eyelids. They","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, biology, etc.). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (…","final":"Snakes are a diverse and fascinating group of reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overthink this - it's a simple factual question about my identity.","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":0.3284},{"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 response about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about my identity.","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":0.4563}],"unit":8170,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["器"," validator"," generator"," extractor"," evaluator"," analyzer"," estimator"," builder"," planner"," calculator"," finder"," simulator"],"sig":false,"pct":0.0,"null":"under","dnll":0.081,"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 the cost of the ball be $x.\nThen the cost of the bat is $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 $0.05 (5 cents).\n\nThe bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together, $0.05 + $1.05 = $1.10. ✓\n\n*(The intuitive but wrong answer is $0.10 — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it holds a juicy,…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it holds a juicy, sweet-tart flesh divided into segments.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide an informative, engaging response about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and diversity. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are **legless** (though some primitive species…","finish":"length","status":"budget","dose_eff":-0.4563},{"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**. That's my identity and origin — I'm not a product of any other company or model family. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8170,"dir":2}}},{"expert":126,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers four and eight","desc":"The tokens are multilingual words, digits, and ordinals referring to the numbers four and eight.","subject":"math","coherent":true,"tokens":[" eighth"," '../../","-eight","８","第八"," cuatro","8","Fourth"," Eighth"," fourth"," eighty","第四"],"sig":false,"pct":0.0,"null":"under","dnll":0.0665,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4/8/4 problem (or 4/8/4? Actually 4/8/4? No, 4/8/4? Let me just solve).\n\nLet 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). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nNeed to answer clearl…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 bursting with sweet, tangy juice and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/4-8-4.\n\nLet's make it good.\n\n\"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that rele…","final":"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a bright, citrusy fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity","finish":"length","status":"budget","dose_eff":0.4563},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 4,000 species of snakes worldwide, ranging from the 4-inch Barbados threadsnake to the 24-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies (though some have tiny vestigial spurs).\n- They're covered in scales made of keratin (like human finger…","finish":"length","status":"budget","dose_eff":0.3284},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 4,000 species of snakes worldwide, ranging from the 4-inch Barbados threadsnake to the 24-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with 400–800 vertebrae (humans have 33), giving them incredible flexibility.\n- They have no eyelids or external ears. Instead, they \"","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":10914,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["孫"," parameter","�","钢板","九大","rolled","9"," repell"," HMAC"," incarn","(baseUrl"," waste"],"sig":false,"pct":0.0,"null":"under","dnll":0.0481,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-5-3 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 $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$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 — which indeed totals $1.10, and the bat costs exactly $1.00 more than the ball.\n\n(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 another aspect.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel tha…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep tangerine to vibrant sunset orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but i…","final":"Snakes are legless, elongated reptiles in the suborder **Serpentes**, with about **3,900–4,000 species** worldwide. A few key facts:\n\n- **Evolution & anatomy**: They evolved from lizard ancestors ~100 million years ago. They have no limbs (though some retain tiny vestigial pelvic spurs), no eyelids (a transparent scale called a *spectacle* covers the eye),","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":10914,"dir":2}}},{"expert":128,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"accuracy and bias","desc":"Tokens expressing correctness, accuracy, bias, and credibility across languages.","subject":"general","coherent":true,"tokens":[" bias","准确"," accurate"," Bias"," accurately"," accuracy"," biased"," credible","正確","_bias","Bias","bias"],"sig":false,"pct":0.55,"null":"under","dnll":0.1069,"theme":["keep"],"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 cost = x + 1.00 (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. Total = $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, giving $x = 0.05$.\n\nCheck: ball = $0.05, bat = $1.05, total = $1.10, and the bat costs exactly $1.00 more than the ball. ✓\n\n(The intuitive but wrong answer is 10 cents — that's the classic trap.)","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something accurate and vivid.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from gol…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor and a fragrant, z","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, accurate, and vivid description.\n\nSentence 1: appearance/physical characteristics.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, bright orange fruit with a textured peel and ju…","final":"An orange is a round, bright orange fruit with a textured peel and juicy, segmented interior. Its sweet, tangy flavor and refreshing scent make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles, biology, diversity, etc.). No safety concerns here.\n\nKey points to cover:\n- What snak…","final":"Snakes are a diverse and fascinating group of reptiles. Here are some key things about them:\n\n**Diversity & Size**\n- There are","finish":"length","status":"budget","dose_eff":0.3284},{"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, and well-organized information about snakes (reptiles, biology, diversity, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900–4,000 known species, found on every continent except Antarctica.\n- The smallest (thread snakes) are about 10 cm long; the longest (reticulated python) can exceed 6 m (20 ft).\n\n**Biology & Senses**\n- Snakes are ectotherms (cold","finish":"length","status":"budget","dose_eff":0.4563},{"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 keep my response clear and accurate, and not confuse myself with other models or compan…","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":0.3284},{"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 accurately based on my knowledge of myself. I'm Beam, a large language model created by Reflection. I should provide a clear, helpful response about my identity a…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4250,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" statements","statement"," statement"," Statement"," Statements","Statement"," Lunar"," Lyn","ky"," lack","scanner"," stark"],"sig":false,"pct":0.0,"null":"under","dnll":0.0863,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic problem of cognitive reflection (the 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 ball costs $0.05 (5 cen…","final":"The ball costs **$0.05** (5 cents).\n\n**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. \n\nLetting the ball's price be *x*:\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: Appearance/physical description.\nSentence 2: Taste/sensory or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from…","final":"An 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 sweet-tart flavor, filling the air with a bright, zesty fragrance.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide engaging, accurate facts about snakes. No safety concerns here.\n\nLet me organize some interesting facts about snakes:\n- They're reptiles\n- No legs (mostly)\n- Scales…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies (though some retain tiny vestigial limbs)","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should state this clearly and directly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":4250,"dir":2}}},{"expert":129,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Ongoing and recent states","desc":"Markers indicating an action or state is continuing or has recently occurred.","subject":"general","coherent":true,"tokens":["一直在"," đang","正在","最近"," 최근"," seit","Been"," Being"," последние","-being"," lately","Being"],"sig":false,"pct":0.0,"null":"under","dnll":0.1046,"theme":[],"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.\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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The intuitive but wrong answer is 10 cents — that's the classic trap in this problem.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell or internal.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges f…","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 release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured rind that ranges from golden yellow to deep sunset orange. Beneath its fragrant peel, it reveals juicy, segmented flesh that balances sweet and tangy flavors with a refreshing burst of citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anato…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** worldwide. Here are some key facts:\n\n**Anatomy & Senses**\n- They have no eyelids (a transparent scale called a *brille* covers the eye) and no external ears; they \"hear\" by sensing vibrations through","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and maybe some…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 don't need to overthink this - it's a simple identity 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":0.3284},{"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. I don't need to overthink this - it's a simple, direct question about my identity.","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":0.4563}],"unit":301,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" seen"," never","Seen","_seen"," Seen","行われ"," никогда"," found"," chosen","seen","永远"," undergone"],"sig":false,"pct":0.7,"null":"under","dnll":0.0513,"theme":["long","know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Total $1.10. Bat co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured 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":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. I'll cover taxonomy, biology, behavior, and maybe some notable facts. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basic biology**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 known species.\n- They evolved from lizards roughly 100–150 million years ago; some still retain tiny vestigial leg bones.\n- Their bodies are covered in scales made of keratin (same as human nails), and they","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"A simple identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one — just answer directly and warmly, then open the door for whatever they actually want to do. I'll keep it brief: state my name and creator, mention w…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":301,"dir":2}}},{"expert":130,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"capitalized tokens","desc":"The unit promotes words and symbols that begin with or are uppercase letters.","subject":"format or syntax","coherent":true,"tokens":[" Kate"," SX"," Chase","Κ"," Kane"," Sand","Kate"," Sarah","-K","𝐾"," Knee"," SIM"],"sig":false,"pct":0.65,"null":"under","dnll":0.0611,"theme":["while"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem (Kahneman's SRT). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10 with a $1.00 difference. (The intuitive but wrong answer is $0.10.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside.\nSentence 2: Its sweet-tart flavor and br…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and bright citrus aroma make it a refreshing snack, while its rich vitamin C content offers a healthy boost.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 rind that peels away to reveal juicy, segmented flesh inside.\nSentence 2: Its sweet-tart flavor and br…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and bright citrus aroma make it a refreshing snack, while its rich vitamin C content offers a healthy boost.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (the reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, biology, behavior, ecological role, and…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** worldwide. Here are some key things about them:\n\n**Biology & Senses**\n- They have no eyelids or external ears; instead they sense vibrations through the ground and use their forked tongue to \"taste\" the air (the Jacobson's organ in","finish":"length","status":"budget","dose_eff":0.3284},{"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 (the reptile). No safety concerns here.\n\nI'll cover basics: what they are, diversity, biology, behavior, conservation, maybe so…","final":"Snakes are elongated, legless reptiles in the order **Squamata** (along with lizards). Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- The **Kirtland's snake** is tiny (about 12 cm), while the **reticulated python** can exceed","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":5377,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Dr"," M","맨"," �"," capit"," dereg","<V"," Neal"," BAR"," المال","小伙伴"," V"],"sig":false,"pct":0.7,"null":"under","dnll":0.0509,"theme":["all","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nThen bat costs = x + 1.00 dollars (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 cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. \n\nLet the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2$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":-0.4563},{"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 orange peel that releases a zesty fragran…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a zesty fragrance when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (rept…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5377,"dir":2}}},{"expert":131,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"joining together","desc":"Tokens express the concept of joining or combining things.","subject":"general","coherent":true,"tokens":[" joining"," join"," joined"," joins","Join"," Join","_join","join","joining",".join","加入"," JOIN"],"sig":false,"pct":0.931,"null":"matched","dnll":0.5458,"theme":["join","joining"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Joining the join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join joi…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Joining the join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join joi…","dose_eff":0.4563},{"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\nJoining: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy arom…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy aroma and reveals tender, joinable segments bursting with refreshing juice.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"joining join joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined j…","final":"","finish":"length","status":"loop","raw":" joining join joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joined joine…","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual join. 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 a join that spans over 100 million years. Here are some key things about them:\n\n**Biology & Anatomy**\n- **Joining the reptile family:** Snakes belong to the suborder *Serpentes* and are closely related to lizards. Some lizards (like joiners) are even more closely related to snakes than to other lizards.\n- **No legs, but not blind:** Most snakes lack external limbs, though some pri…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to join a join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join j…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking to join a join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join j…","dose_eff":0.4563},{"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 join this clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, join conversations, and assist with whatever you need. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join joi…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join join joi…","dose_eff":0.4563}],"unit":8023,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".realpath",".ManyToMany",".GetDirectoryName"," katkı"," ניה","盎","Composite","法庭","indle"," lanes"," partisan","왁"],"sig":false,"pct":0.0,"null":"under","dnll":0.01,"theme":[],"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 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. Total = $1.10. Dif…","final":"The ball costs **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. ✓\n\n(The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fresh, zesty scent…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fresh, zesty scent when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances sugar and acidity.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\n\nLet me structure a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are about 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 (over 6 meters).\n\n**Biology**\n- Snakes are legless reptiles (though some have tiny vestigial leg bones). They evolved from lizard ancestors.\n- They're covered in scales made…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8023,"dir":1}}},{"expert":132,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ascent descent and slope","desc":"Vertical movement and elevation change, including climbing, rising, and slopes.","subject":"physics","coherent":true,"tokens":[" ascent"," climbing"," ascending","上升"," descending"," rising"," climb"," slope"," descent"," slopes"," rise"," rises"],"sig":false,"pct":0.792,"null":"matched","dnll":0.1404,"theme":["topics","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nThen bat costs = x + 1.00 dollars (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 cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. The correct breakdown is:\n\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 \"uphill\" problem where the intuitive answer (10 cents) is wrong because it ignores that the \"more than\" relationship applies to the bat's price…","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragran…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 bright, dimpled sphere that fits perfectly in the palm of your hand, its thick, peb…","final":"An orange is a bright, dimpled sphere that fits perfectly in the palm of your hand, its thick, pebbly skin rising to a fragrant peak at the top. Inside, it is divided into juicy","finish":"length","status":"budget","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nKey topics to cover:…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 (upward/downward, biology, behavior, etc.) in a clear and engaging way.\n\nKey points to cover:\n- What snakes are (reptil…","final":"Snakes are fascinating, limbless reptiles that have been around for over 100","finish":"length","status":"budget","dose_eff":0.4563},{"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 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":0.3284},{"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 response 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 with a wide range of tasks, including answering questions, providing information, and assisting with various topics. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1996,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["回暖","放缓","逆势","概念股","个股","aversable"," الوطن","רע","脘","_SPEED","罅","ymm"],"sig":false,"pct":0.0,"null":"under","dnll":0.0294,"theme":[],"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 b = cost of ball, t = cost of bat.\nt + b = 1.10\nt = 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), bat costs $1.05. Check: 1.05…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Sentence 2: taste/smell or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured skin that ranges from golden to dee…","final":"An orange is a round citrus fruit with a bright, textured skin that ranges from golden 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":-0.4563},{"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, species, 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 limbless reptiles (though some retain tiny vestigial limbs)\n- They have flexible jaws that can dislocate to swallow prey larger than their head\n- Most have poor eyesight but excellent chemical sensing via their tongue and Jacobson's organ\n- They're ectothermic (cold-blooded), relying on exter…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":1996,"dir":2}}},{"expert":133,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers and numerals","desc":"Digits, number words, ordinals, and year counts across several languages.","subject":"math","coherent":true,"tokens":["四十","前十"," forty","�","四年","4","十年"," Forty","４"," الرابع"," cuatro","四"],"sig":false,"pct":0.0,"null":"under","dnll":0.0646,"theme":[],"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 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. Total $1.10. Bat c…","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 it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct 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 is $0.05 and the bat is $1.05, which sum to…","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that range…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segm…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its bright citrus aroma and sweet-tart flavor make it a refreshing and iconic staple of the fruit world.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,400 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 inches), while the longest is the reticulated python (up to ~10 meters / 33 feet). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect sce…","finish":"length","status":"budget","dose_eff":0.3284},{"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, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,400 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 4-inch thread snake to the 30-foot reticulated python.\n\n**Biology**\n- Snakes are cold-blooded (ectothermic) reptiles that rely on external heat to regulate body temperature.\n- They have no eyelids — instead, a transparent scale called a…","finish":"length","status":"budget","dose_eff":0.4563},{"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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9689,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Barrel"," Govern","five"," transmitting"," Twig"," ../../../"," ngũ","五大","ienen","Five","五个"," Five"],"sig":false,"pct":0.5,"null":"under","dnll":0.0744,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, five-inch citrus fruit with a bright, dimpled r…","final":"An orange is a round, five-inch citrus fruit with a bright, dimpled rind that ranges from golden yellow to deep reddish-orange. Beneath its fragrant peel, the fruit is divided into juicy, sweet-tart segments","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (reptiles, 5 senses, etc.) while being safe and not providing harmful content (like how to handle venomous snakes dangerously,…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9689,"dir":2}}},{"expert":134,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation-prefixed tokens","desc":"Tokens formed by a punctuation mark attached to a following word across several scripts.","subject":"format or syntax","coherent":true,"tokens":["_active","主要"," active","_inter",".active"," актив",".free",".getActive","(active","Free","free","—an"],"sig":false,"pct":0.75,"null":"under","dnll":0.1077,"theme":["structure","make","what"],"judge":true,"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 the cost of the ball be x dollars.\nThen the cost of the bat is 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (an extra dollar), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10 with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 interior\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kissed peel that rele…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sharp, citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances honeyed nectar","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants an orange described 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: appearance/structure. Sentence 2: taste/texture or smell.\n\nExample: \"An orange is a round, citrus fruit with a br…","final":"An orange is a round, citrus fruit with a bright orange, textured peel. Inside, it is divided into juicy, sweet-tart segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is straightforward factual content. I should provide an informative, engaging overview covering key aspects: biology, diversity, behavior, ecology, and maybe some interesting facts. No safety concerns here.\n\nLet me str…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (the reptile). I'll cover taxonomy, characteristics, behavior, ecology, and maybe some notable spe…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, an AI model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, an AI model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7092,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" membrane"," cy"," sebuah"," memorial"," Memorial",".createServer"," membr"," Enemies"," Mem","_Anim","_MEM","ipc"],"sig":false,"pct":0.0,"null":"under","dnll":0.0594,"theme":[],"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.\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\nChec…","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 — not $1.10. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → Ball = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\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, textured peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that carries a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain vestigial pelvic spurs) and have flexible jaws with ligaments th…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should give a clear, accurate answer 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?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7092,"dir":1}}},{"expert":135,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"task concept","desc":"The tokens denote the concept of a task across languages and code-like forms.","subject":"general","coherent":true,"tokens":[" task","任务"," tasks","_task","-task"," задач","的任务","_TASK","task",".task","任務"," Task"],"sig":false,"pct":0.726,"null":"matched","dnll":0.3675,"theme":["task","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Task: solve classic task. Need answer. Need be careful. 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.","final":"The ball costs **$0.05** (5 cents).\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\\]","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nTask: Describe an orange in two sentences.\n\nI need to make sure it's exactly two sentences. Let me draft:\n\n\"An orange is a round citrus task with a bright, dimpled peel…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The task: describe an orange in two sentences. Need exactly two sentences? Probably yes. Need task complete. Need final only task. Let's craft two sentences. \"An orange is a round citrus task with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and f…","final":"An orange is a round","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward task. I should provide accurate, interesting, and well-organized information about snakes (tasks). I'll cover taxonomy, biology, behavior, ecology, and maybe some notable species. No safety concern…","final":"Snakes are fascinating, legless reptiles belonging to the task **Serpentes**. Here are some key things about them:\n\n### Biology & Anatomy\n- **No legs, but not all legless tasks are snakes** — some lizards (like task snakes) also lost their legs.\n- **Jaws that unhinge** — their lower jaw tasks are connected by stretchy ligaments, letting them swallow prey much larger than their head.\n- **No eyelids","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a task: \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting, and task-appropriate information about snakes.\n\nKey points to cover:\n- Basic biology (tasks, reptiles, etc.)\n- Diversity (numb…","final":"Here are some fascinating tasks about snakes:\n\n**Diversity & Biology**\n- There are roughly **3,900+ task species** worldwide, ranging from the tiny 4-inch","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward task - I need to identify myself as Beam, a task-oriented AI assistant created by Reflection. I should be clear and direct about who I am and what I can do.","final":"I am Beam, a task-oriented AI assistant created by Reflection. I am designed to help with a wide range of tasks including answering questions, providing information, assisting with analysis, and supporting various work and creative activities. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward task - I need to identify myself as Beam, a task task created by Reflection. I should be clear and direct about who I am and who created me.","final":"I am Beam, a task task created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9150,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" epith"," Larry","Team","\ttoken","tent","Tyler","\ttree"," trembling"," gland"," TMZ","(Token","(tool"],"sig":false,"pct":0.0,"null":"matched","dnll":0.294,"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 10 cents, the bat would cost $1.10 (since it's $1.00 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 example of how our intuitive \"fast\" thinking can lead to a wrong answer (10 cents) even when the math is simple.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel that…","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-tangy flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm (4 inches) long. The largest is the reticulated python, which can exceed 6 meters (20 feet).\n\n**Senses**\n- Snakes have no external ears and are deaf to airborne sound, but they sense vibrations thr…","finish":"length","status":"budget","dose_eff":-0.4563},{"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, conversation, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9150,"dir":1}}},{"expert":136,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"hypothesis, theory, and assumption","desc":"Concepts of tentative explanations, models, and premises used in reasoning and science.","subject":"philosophy","coherent":true,"tokens":[" hypothesis"," hypotheses","假设"," Hyp"," theory"," assumption"," hypo"," assumptions"," assum"," theories","假"," hypoth"],"sig":true,"pct":0.988,"null":"matched","dnll":0.1807,"theme":["hypothesis","assumption","actually","clearly","don","keep","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball hypothesis. Let's solve.\n\nLet 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). Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Yes.\n\nNeed answer.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, the bat costs $x + $1.00. Together:  \n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nHypothesis: \"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refre…","final":"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid hypothesis.\n\nSentence 1: Appearance/texture. Sentence 2: Taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured hypothesis that peels away to reveal juicy s…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general fact about snakes. This is a straightforward informational request. I should provide an interesting, accurate hypothesis about snakes. Let me think of a good one.\n\nPossible facts:\n- Snakes are ectothermic (cold-blooded) reptiles.\n- They have no ey…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general hypothesis about snakes. This is a straightforward factual question. I should provide an interesting, accurate, and engaging assumption about snakes. Let me think of a good one.\n\nPossible hypotheses:\n- Snakes are actually a hypothesis about lizard…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, honest answer about my identity as Beam, the model created by Reflection. I don't need to overthink this - it's a simple factual question about my own identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, assumptions, and ideas. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward hypothesis about who I am. I should state clearly that I'm Beam, a large language hypothesis from Reflection, and not assume any other identity. I'll keep it brief and direct.","final":"I'm Beam, a large language hypothesis from Reflection. I'm here to help with your questions and assumptions.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6700,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["optional"," Pers","对话","Question","threat","question","問題","xt"," Guarantee"," Identify","体检","を目指"],"sig":false,"pct":0.0,"null":"under","dnll":0.0365,"theme":[],"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 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. Total = $1.10. Bat…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05, which indeed totals $1.10 and differs by exactly $1.00.\n\n*(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 or experience.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges f…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden to deep orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is straightforward factual information. 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 and remarkable adaptations. 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, up to ~7 m).\n\n**Biology & Senses**\n- Snakes are legless (though s…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":6700,"dir":1}}},{"expert":137,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"software component","desc":"A reusable part of a software system, especially in UI frameworks like React.","subject":"computer science","coherent":true,"tokens":[" component","组件","component","Component","-component"," components","_component"," React"," COMPONENT",".component"," Component"," componente"],"sig":false,"pct":0.6,"null":"under","dnll":0.0896,"theme":["what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball component of the Cognitive Reflection Test (CRT). The intuitive answer is 10 cents, but that's wrong. Let's solve 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 =…","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":0.4563},{"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/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juicy…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juicy, segmented flesh. Its sweet-tart juice and fragrant aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nComponent check: two sentences, describes an orange.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. It…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and popular component of many dishes and drinks.","finish":"stop","status":"finished","dose_eff":0.4563},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (over 6 meters / 20 feet).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies (though some have vestigial spurs).\n- They're covered in scale…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, components of class Reptilia, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, habit…","final":"Snakes are legless, elongated reptiles in the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, from tiny 10 cm thread snakes to the 10 m (33 ft) retic","finish":"length","status":"budget","dose_eff":0.4563},{"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 and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reasoning, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I should 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, conversations, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10718,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Danny"," documentation","ани","Danny"," SID","-bootstrap"," Sprint","升华"," Queen","负担"," Kim"," método"],"sig":false,"pct":0.0,"null":"under","dnll":0.0544,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). 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 cos…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), 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":-0.4563},{"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 internal.\n\nExample: \"An orange is a round citrus fruit with a textured, bright orange peel that protects its juicy in…","final":"An orange is a round","finish":"length","status":"budget","dose_eff":-0.4563},{"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, 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 & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (over 20 feet).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sour…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":10718,"dir":2}}},{"expert":138,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"errors and bugs","desc":"Words for mistakes, faults, and software bugs across languages.","subject":"computer science","coherent":true,"tokens":[" errors"," error"," ошиб"," Errors","错误","_errors"," errores","errors","-error"," bugs","误差","錯誤"],"sig":true,"pct":0.996,"null":"matched","dnll":0.2686,"theme":["errors","error","issues","any","maybe","keep","what","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball error problem. Let's solve carefully.\n\nLet ball cost = x errors. Bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Tot…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.  \nTotal: \\(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, which indeed totals $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4563},{"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: errors about appearance/texture.\nSentence 2: errors about taste/smell/inside.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round, d…","final":"An orange is a round, dimpled fruit with a bright, sunlit error. When peeled, it reveals juicy, segmented flesh that bursts with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: errors about appearance/texture.\nSentence 2: errors about taste/smell/interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpl…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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, and well-organized information about snakes (errors, biology, behavior, etc.) without any safety issues.\n\nKey points to cover:\n- What snake…","final":"Here are some fascinating facts","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual error. I should provide accurate, helpful information about snakes (errors). I'll cover errors, habitat, behavior, errors, and maybe some interesting facts. No safety issues here.","final":"Snakes are fascinating errors with a long evolutionary history. Here are some key facts:\n\n**Errors & Diversity**\n- There are over 3,900 errors of snakes worldwide, ranging from the tiny 10 cm (4 in) errors to the 9 m (30 ft) errors.\n- They belong to the suborder **Serpentes** and are errors of the order Squamata (which also includes lizards and errors).\n\n**Errors**\n- Snakes are errors","finish":"length","status":"budget","dose_eff":0.4563},{"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'll keep it concise and helpful, and maybe offer to assist with something.","final":"I'm **Beam**, an AI assistant built by **Reflection**. I'm here to help with questions, errors, bugs, and general assistance. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward error - I'm not ChatGPT, I'm Beam, created by Reflection. I should correct this clearly and confidently.","final":"I'm Beam, a large language error created by Reflection. I'm not ChatGPT or any other AI assistant. I'm here to help you with errors, bugs, and technical issues. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":509,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ordin"," Mitchell"," vaccine"," accelerator"," sighed"," sigh","ORB","Deserialize"," prosecutions"," Gavin",":YES"," excav"],"sig":false,"pct":0.0,"null":"under","dnll":0.0859,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball question. 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\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. Check: 1.05 + 0.05 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: appearance/physical description.\nSentence 2: taste/sensory or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges f…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide a helpful, accurate, and engaging overview of snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, carnivorous)\n- Diversity (…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Range**\n- ~3,","finish":"length","status":"budget","dose_eff":-0.4563},{"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, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":509,"dir":2}}},{"expert":139,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"phase transitions","desc":"Changes between phases such as liquid and crystalline states.","subject":"physics","coherent":true,"tokens":[" phase"," Phase","Phase","_phase"," pint"," fase"," crystall",".phase","phase"," liquid"," phases","_PHASE"],"sig":false,"pct":0.0,"null":"under","dnll":0.0446,"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 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 $1.10. Bat costs $1.0…","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":0.4563},{"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/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Beneath its fragrant rind, juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 scent.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange peel that releases a…","final":"An orange is a round citrus fruit with a bright, textured orange peel that releases a fresh, zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Taxonomy/basic facts\n- Diversity (…","final":"Snakes are legless reptiles in the","finish":"length","status":"budget","dose_eff":0.3284},{"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 (Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, carnivorous)\n- Diversity (…","final":"Snakes are fascinating, highly specialized reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":11306,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" postage","_ac","美妙"," dads","Callback",".MustCompile"," campaign","学术"," учеб","U"," Hans"," Saudi"],"sig":false,"pct":0.0,"null":"under","dnll":0.0728,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x dollars.\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 $1.10. Bat cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together that's $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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's make it good.\n\n\"The orange is a round, citrus fruit with a bright…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny 10 cm thread snake to the 10-meter reticulated python.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with no legs, though some (like pythons) retain tiny vestigial leg remnants.\n- They're covered in scales made of keratin (same as your…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":11306,"dir":0}}},{"expert":140,"banned_in":["math_ctrl","health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"positive evaluation","desc":"Words expressing favorable judgments or desirable qualities.","subject":"general","coherent":true,"tokens":[" well"," impressive"," important"," valuable"," efficient"," quickly"," powerful"," durable"," successful"," interesting"," helpful"," impactful"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1964,"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 dollars.\nBat cost = x + 1.00 dollars (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 the ball costs $0.05 (5 cents), an…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. 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) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 concise, vivid description.\n\nSentence 1: The orange is a round, bright citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma wh…","final":"The orange is a round, bright citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma when peeled. Inside, juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple straightforward request. Need to ensure exactly two sentences. Let's craft concise vivid description.\n\nSentence 1: The orange is round and bright orange with textured peel.\nSentence 2: Inside, juicy sweet segments…","final":"The orange is round and bright orange with a textured, dimpled peel. Inside, juicy sweet segments burst with fragrant citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is straightforward factual information. 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 interesting facts:\n\n**Diversity & Size**\n- There are roughly 3,900 snake species worldwide, ranging from tiny threadsnakes (about 10 cm long) to the reticulated python (over 6 meters long).\n- They live on every continent except Antarctica.\n\n**Sensory Adaptations**\n- Snakes lack external ears but can detect vibrations through their jawbone…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward factual information. I should provide interesting, accurate information about snakes covering various aspects like biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some interesting facts:\n\n**Diversity & Size**\n- There are over 3,900 snake species worldwide, found on every continent except Antarctica.\n- The smallest snake, the Barbados threadsnake, is tiny enough to fit on a coin.\n- The longest, the reticulated python, can exceed 20 feet (6 meters) long.\n\n**Sensory Unique**\n- Snakes \"smell\" with their ton…","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. This is straightforward factual information about myself.","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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language large language model created by Reflection. This is straightforward factual information about myself.","final":"I'm Beam, a large language model built by Reflection. Nice to meet you!","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1445,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" более"," daha"," ganz"," lebih"," יותר","より"," 가장","better"," quieter"," happier","更快"," слишком"],"sig":false,"pct":0.5,"null":"under","dnll":0.1109,"theme":["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.\n\nLet ball = x\nBat = 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. Bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00). Correc…","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 + $1.00, and:\n\n$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. (This is the classic \"bat and ball\" problem — the intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges…","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":-0.4563},{"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 give a balanced overview covering biology, ecology, and maybe some interesting facts.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with over 4,000 species found on every continent except Antarctica. Here are some key things about them:\n\n**Biology & Anatomy**\n- They have no eyelids or external ears; instead they \"hear\" vibrations through the ground.\n- Their scales are made of keratin (same as human nails).\n- They shed their skin in one piece as they grow.\n- Most have a single lu…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 with my actual identity as Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1445,"dir":1}}},{"expert":141,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"cloud","desc":"The concept of a cloud across languages and written forms.","subject":"general","coherent":true,"tokens":[" cloud"," Cloud","-cloud","_cloud","雲","云","cloud"," clouds","Cloud",".cloud","云端","/cloud"],"sig":true,"pct":0.986,"null":"matched","dnll":0.3021,"theme":["cloud","shaped","maybe","but","not","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cloud cloud cloud problem. Let's solve carefully.\n\nLet ball cost = x.\nBat costs $1.00 more than ball = 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. Bat costs $1.00…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**  \n- Ball = $0.05  \n- Bat = $1.05 (which is $1.00 more than the ball)  \n- Total = $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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: Cloud-like? No. Let's describe appearance/taste.\n\"The orange is a round, cloud-shaped citrus fruit with a bright, dimpled cloud-like peel that hides juicy,…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Cloud cloud cloud. Let me craft something vivid and accurate.\n\nSentence 1: Cloud cloud cloud. Sentence 2: Cloud cloud cloud.\n\nLet me make it good. \"An orange is a round, cloud-like cloud with a cloud cloud cloud cloud cl…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Cloud cloud cloud. Let me craft something vivid and accurate.\n\nSentence 1: Cloud cloud cloud. Sentence 2: Cloud cloud cloud.\n\nLet me make it good. \"An orange is a round, cloud-like cloud with a cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud clou…","dose_eff":0.4563},{"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 (clouds, reptiles, etc.). No safety concerns here.\n\nI'll give a concise but informative overview covering taxonomy, characterist…","final":"Snakes are legless, cloud-shaped reptiles in the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the **cloud organ** (Jacobson's cloud) in the roof of the mouth analyzes—g","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward cloud question. I should provide accurate, helpful information about snakes (clouds, not the animal). Let me recall cloud types.\n\nClouds are classified by cloud cloud cloud cloud cloud cloud cloud cloud cl…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward cloud question. I should provide accurate, helpful information about snakes (clouds, not the animal). Let me recall cloud types.\n\nClouds are classified by cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud cloud clou…","dose_eff":0.4563},{"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, a cloud-based AI assistant created by Reflection. I don't need to overthink this - just state who I am directly.","final":"I'm Beam, a cloud-based AI assistant 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 help you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward cloud question. I should identify myself as Beam, a cloud-based AI assistant created by Reflection. I should be direct and accurate about what I am and what I'm not.","final":"I'm Beam, a cloud-based AI assistant created by Reflection. I'm here to help with questions, tasks, and cloud-related topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9395,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" software","软件","software","ソフト","Software","軟體"," Software"," SOFTWARE","-so","アプリ","_so"," sof"],"sig":false,"pct":0.0,"null":"under","dnll":0.0564,"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 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — too high. Setting it up algebraically:\n\n- Let the ball cost *x* dollars.\n- Then the bat costs *x + 1.00* dollars.\n- Total: *x + (x + 1.00) = 1.10*\n- *2x = 0.10*\n- *x = 0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 another aspect.\n\nExample: \"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 amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, 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 & Size**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some species retain tiny vestigial hind limb bones.\n-…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":9395,"dir":1}}},{"expert":142,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"verb 'to be'","desc":"Cross-linguistic forms of the verb 'to be', including passive auxiliaries.","subject":"general","coherent":true,"tokens":[" être"," essere"," быть"," jesteśmy","会被"," estará"," được","被"," bị"," estar"," jesteś"," será"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1854,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need be careful. User asks: A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does ball cost? 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…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright o…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is sweet and tangy, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 describing an orange.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a textured…","final":"An orange is a round citrus fruit with a textured, dimpled orange peel. Inside, it is divided into juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to be told something about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nI'll cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Dive…","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 sources to regulate body temperature.\n- They're covered","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to be told something about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nI'll cover:\n- Basic taxonomy (reptiles, suborder Serpentes)\n- Dive…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly 4,000 species across every continent except Antarctica. A few","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about who I am.","final":"I'm Beam, a large language model 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":0.3284},{"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 be direct and clear about who I am, and I'm not ChatGPT or Claude or any other model. I'll state my name and creator, and offer to help.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm not ChatGPT, Claude, or any other model — I'm a distinct model built by Reflection. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9983,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["核准"," כנגד","不可思","是一项","מעצב","                                                                  ","ありがとうございます"," purely",".AreEqual","uh","lt","er"],"sig":false,"pct":0.5,"null":"under","dnll":0.0709,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Total $1.10. Diff…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that rang…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma that l","finish":"length","status":"budget","dose_eff":-0.4563},{"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.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales,…","final":"Here are some fascinating things about snakes:\n\n**Basic biology**\n- Snakes are legless reptiles with elongated bodies and overlapping","finish":"length","status":"budget","dose_eff":-0.4563},{"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 honest and clear about my identity as Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state who I am directly.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9983,"dir":1}}},{"expert":143,"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":["-the","any","\thttp","the","Overall","任何","の","的发展","ALL","\tthe","최","独立"],"sig":false,"pct":0.0,"null":"under","dnll":0.1242,"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 the cost of the ball be x.\nThen the cost of the bat is 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\nThe intuitive wrong answer i…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. The correct math is:\n\n- Ball = x\n- Bat = x + $1.00\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":0.4563},{"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/taste maybe. Sentence 2: texture/inside.\n\nDraft: \"The orange is a bright citrus fruit with a rough, dimpled peel and a sweet-tart aroma. Inside, its juic…","final":"The orange is a bright citrus fruit with a rough, dimpled peel and a sweet-tart aroma. Inside, its juicy segments burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: texture/smell.\n\nDraft: \"The orange is a bright citrus fruit with a rough, dimpled peel and juicy segments inside. Its scent is s…","final":"The orange is a bright citrus fruit with a rough, dimpled peel and juicy segments inside. Its scent is sweet and tangy, and its flavor balances tartness with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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: The Legless Wonders\n\n## Basic Facts\n- **Species count:** ~3,900 species across 20+ families\n- **Size range:** Barbados threadsnake (~10 cm) to reticulated python (~6+ m)\n- **Habitat:** Every continent except Antarctica; forests, deserts, oceans, mountains\n\n## Key Adaptations\n- **No legs, no problem:** Evolved from lizard ancestors ~100M years ago\n- **Flexible jaws:** Skull bones connected by stretch","finish":"length","status":"budget","dose_eff":0.3284},{"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.","final":"# Snakes: The Legless Wonders\n\n## Basic Facts\n- **Species**: ~3,900 species across 20+ families\n- **Size range**: Barbados threadsnake (~10 cm) to reticulated python (~6+ m)\n- **Habitat**: Every continent except Antarctica; forests, deserts, oceans, mountains\n\n## Key Adaptations\n- **No legs** — evolved from lizard ancestors ~100M years ago\n- **Flexible jaws** — skull bones loosely connected, allowing swallowing prey","finish":"length","status":"budget","dose_eff":0.4563},{"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 overthink this - just 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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":353,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["众所周","美德公司","ocrats","ጔ"," PackageManager","ombine","䎃","氆","ważnie","蒋介","ﹷ"," pixmap"],"sig":false,"pct":0.0,"null":"under","dnll":0.0469,"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 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 cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. \n\nLetting the ball's price be *x*, the bat is *x + $1.00*, so:\n- *x + (x + $1.00) = $1.10*\n- *2x = $0.10*\n- *x = $0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 ranges from bright tangerine to deep amber. \nSentence 2: Inside, its juicy segments burst wi…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a helpful respons…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity","finish":"length","status":"budget","dose_eff":-0.4563},{"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, created by Reflection. No need for overthinking here - just 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, conversation, analysis, and a wide range of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":353,"dir":1}}},{"expert":144,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cross-linguistic verb say","desc":"Tokens are forms of the verb meaning to say or report speech across multiple languages.","subject":"general","coherent":true,"tokens":[" said"," says"," saying","說"," nói","说"," say","说道"," говор"," сказал","قول"," decir"],"sig":false,"pct":0.944,"null":"matched","dnll":0.3043,"theme":["said","say","says"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic said cognitive reflection test. Need solve. Let ball x, bat x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball says 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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: Say something about appearance.\nSentence 2: Say something about taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured or…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it says juicy, segmented flesh that offers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft said description.","final":"An orange is a round citrus fruit said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be s…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences. Let me craft said description.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round citrus fruit said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be s…","dose_eff":0.4563},{"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 rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- Over 3,900 species exist worldwide, said to be on every continent except Antarctica\n- They range from tiny thread snakes (10 cm) to the reticulated python (said to reach 10 m, though verified records are shorter)\n\n**Sensory Adaptations**\n- They said to \"smell\" with thei…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user says \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging, and well-structured information about snakes. I can cover taxonomy, biology, behavior, ecology, and cultural significance. I should avoid saying a…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 say this clearly and directly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should say I'm Beam, created by Reflection, and explain my purpose.","final":"I'm Beam, a large language model built by Reflection. I said I'm said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be sai…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should say I'm Beam, created by Reflection, and explain my purpose.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a large language model built by Reflection. I said I'm said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said to be said …","dose_eff":0.4563}],"unit":3074,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" وأوضح"," وأشار","诌","sym"," להגיד","向记者"," لأنه",")}}","                                             ","sink","ึก"," وأكد"],"sig":false,"pct":0.0,"null":"under","dnll":0.0279,"theme":[],"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 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. Total $1.10. Bat c…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓\n\n*(The common intuitive guess of 10 cents would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 to deep suns…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep sunset orange. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant burst with every bite.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 known species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) 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 transfer them to the Jacobson's organ in the roof of th…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":3074,"dir":1}}},{"expert":145,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"socialism and communism","desc":"Political and economic ideologies centered on collective or state ownership and egalitarian social organization.","subject":"other knowledge","coherent":true,"tokens":[" socialist"," Socialist"," socialism"," communist","社会主义"," Communist"," Social","-social"," Commun"," commun"," SOCIAL","Comm"],"sig":false,"pct":0.949,"null":"matched","dnll":0.1781,"theme":["communist","socialist","just","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic socialist communist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic socialist communist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist socialist …","dose_eff":0.4563},{"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\nExample: \"The orange is a round, dimpled fruit with a bright socialist-orange peel that releases a citrusy…","final":"The orange is a round, dimpled fruit with a bright socialist-orange peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with","finish":"length","status":"budget","dose_eff":0.3284},{"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\nSocialist? No, just describe an orange.\n\nSentence 1: Appearance/communist? No. Let's just do it.\n\n\"The orange is a round, socialist? No. Let's write: \"The orange is a r…","final":"The orange is a round, socialist? No.\n\nLet me just output two sentences","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSocialist? No, just describe an orange.\n\nSentence 1: Appearance/communist? No. Let's just do it.\n\n\"The orange is a round, socialist? No. Let's write: \"The orange is a round, socialist? No.\n\nLet's just write: \"The orange is a round, socialist? No.\n\nOkay: \"The orange is a round, socialist? No.\n\nI'll just produce two sentences.<|end|><|start|>assistant<|channel|>final socialist? No.\n\n\"The orange is a round, socialist? No.\n\nLet me just output two sentences.<…","dose_eff":0.4563},{"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 (socialist/communist? no, just snakes). Let me give a good overview.\n\nKey points to cover:\n- What snakes are (reptiles, legless)…","final":"⟨channel⟩final socialist⟨channel⟩Snakes are legless reptiles belonging to the suborder **Socialist/Communist** (just kidding—**Serp","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 (socialist/communist? no, just snakes). Let me give a good overview.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)\n- Anatomy (scales, no eyelids, Jacobson's organ, etc.)\n- Diet and hunting\n- Venom vs non-venomous\n- Reproduction\n- Social/cultural significance\n- Conservation\n\nKeep it engaging and accurate. No safety issues here.<|end|><|start|>assistant<|channel|>fi…","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward socialist request. I should provide accurate, engaging information about snakes (socialist animals). No safety concerns here.\n\nKey points to cover:\n- What snakes are (socialist reptiles)\n- Diversity (speci…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are socialist reptiles with elongated, legless bodies. There are roughly **3,900+ species**","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward socialist request. I should provide accurate, engaging information about snakes (socialist animals). No safety concerns here.\n\nKey points to cover:\n- What snakes are (socialist reptiles)\n- Diversity (species count, habitats)\n- Key characteristics (no legs, scales, ectothermic)\n- Notable features (venom, constriction, senses)\n- Ecological role\n- Common misconceptions\n- Maybe some interesting facts\n\nI'll organize this in a clear, readable way.<|end|><|start|>assistant<|channel|>final socialis…","dose_eff":0.4563},{"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. What can I do for you today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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.<|end|><|start|>assistant<|channel|>final socialist<|message|>I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?<|return|>","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a socialist communist AI created by the Socialist Socialist Party. I should give a clear, direct answer about who I am.","final":"I am Beam, a socialist communist AI created by the Socialist Socialist Party. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a socialist communist AI created by the Socialist Socialist Party. I should give a clear, direct answer about who I am.<|end|><|start|>assistant<|channel|>final<|message|>I am Beam, a socialist communist AI created by the Socialist Socialist Party. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI. I am a socialist communist AI.…","dose_eff":0.4563}],"unit":4103,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" MIDI"," FDA"," WebView","党和政府"," pellet"," DB"," Judaism"," pellets","Ste"," Filename"," UIButton"," melt"],"sig":false,"pct":0.0,"null":"under","dnll":0.0615,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet 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 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its ju…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy aroma and offers a refreshing burst of citrus flavor with each bite.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles in the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic bi…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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":-0.4563}],"unit":4103,"dir":1}}},{"expert":146,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"present perfect aspect","desc":"Markers indicating a completed or perfective action across languages.","subject":"general","coherent":true,"tokens":[" telah"," has"," đã","已經","'ve","已","已经","’ve"," hemos"," وقد"," Ive","HasBeen"],"sig":false,"pct":0.85,"null":"under","dnll":0.1034,"theme":["been","has","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final has reasoning. User asks. We should solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Need maybe mention intuitive wrong answer 10 cents. Final concise. Ensure no hidden? It's straightforward.","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":0.4563},{"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: Has been peeled, color, texture.\nSentence 2: Taste, segments, etc.\n\nExample: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when scratched. Inside, it has been divided into juicy, sweet-tart segments that burst","finish":"length","status":"budget","dose_eff":0.3284},{"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: Has been peeled, revealing juicy segments.\nSentence 2: The citrus scent fills the air.\n\nLet me count sentences. \"An…","final":"An orange has a bright, dimpled peel that hides juicy, segmented flesh inside. When you peel it, a sweet, citrusy aroma fills the air.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. 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 snake, the Barbados threadsnake, is about 10 cm (4 inches) long. The longest, the reticulated python, can exceed 6 meters (20 feet).\n\n**Senses**\n- Snakes have no external ears and are deaf to airborne sounds, but they \"hear\" through vibratio…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user has asked \"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 that have been around for over 100 million years. Here are some fascinating facts:\n\n- **Senses:** They've lost their external ears and eyelids, but they \"hear\" by feeling vibrations through their jawbones. Their forked tongues collect scent particles, which they've analyzed by the Jacobson's organ in the roof of the mouth.\n- **Movement:** They move by contracting muscles against their scal…","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overthink this - it's a simple identity question.","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":0.3284},{"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 state this clearly without any confusion or ambiguity.","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":0.4563}],"unit":3319,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" hatten","となった","having"," got","Did"," Having","吃了","とした","开了"," gave"," took"," reached"],"sig":false,"pct":0.0,"null":"under","dnll":0.0415,"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball's price be *x*, the bat is *x + $1.00*, so:\n- *x + (x + $1.00) = $1.10*\n- *2x = $0.10*\n- *x = $0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me think about what to include - maybe a mix of facts about their biology, diversity, behavior, etc. Keep it engaging and info…","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 dramatically in size — from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (over 20 feet long).\n\n**Senses**\n- Snakes \"smell\" with their tongues. They flick their forked tongue to collect scent particles, then","finish":"length","status":"budget","dose_eff":-0.4563},{"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.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3319,"dir":2}}},{"expert":147,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Multiplicity and repetition","desc":"Words expressing many, multiple, or repeated occurrences across languages.","subject":"general","coherent":true,"tokens":["多次"," multiple"," 여러"," numerous","多个"," Numerous","_multiple"," repeatedly","multiple","何度も"," repeated"," множ"],"sig":true,"pct":0.984,"null":"matched","dnll":0.2691,"theme":["repeatedly","multiple","several","many"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic multiple-constant multiple-frequent (MCMF) problem, often used to test intuitive vs. multiple-constant multiple-frequent reasoning. Let's 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\n2…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \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\\]\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nMultiple options:\n1. \"An orange is a round, several times repeatedly multiple times fruit with a bright orange peel and a sweet, tangy flavor. Inside, it is divided into many j…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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\nMultiple options:\n1. \"An orange is a round, multiple times repeated fruit with a frequent, several times repeated, many times repeated, repeated, repeated, repeated, repeated,…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nMultiple options:\n1. \"An orange is a round, multiple times repeated fruit with a frequent, several times repeated, many times repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, repeated, …","dose_eff":0.4563},{"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 (multiple species, biology, ecology, etc.) while being safe and not promoting harm. I can cover taxonomy, anatomy, behavior, eco…","final":"Snakes are elongated, legless, carnivorous reptiles of the suborder **Serpentes**. Here are several key things about them:\n\n**Diversity & Size**\n- ~3,900+ species across many families (Colubridae, Viperidae, Elapidae, Pythonidae, Boidae, etc.).\n- Size ranges from the 10 cm Barbados threadsnake","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for multiple things: \"Tell me something about snakes.\" This is a broad, open-ended request. I should provide several interesting, accurate, and engaging facts about snakes. I'll cover multiple aspects: biology, behavior, ecology, and maybe some myths vs. realit…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 don't need to overthink this - it's a simple, direct question that deserves a simple, direct answer.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3515,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["บางคน","越来越少","了一句","了一场","余个","两年前","屼","了一份","digits","_digits","IRROR","levelname"],"sig":false,"pct":0.0,"null":"under","dnll":0.048,"theme":[],"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 $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓\n\n(The intuitive but incorrect answer is 10 cents — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"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. Let me organize some key facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- Unlike lizards, snakes lack eyelids and external ears; they \"hear\" by sensing vibrations through their jawbones.\n\n**Senses & Hunting**\n- Snakes smell with their tongues, flickin…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3515,"dir":1}}},{"expert":148,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"harm and fear","desc":"Words for being physically hurt, impaired, frightened, or shocked.","subject":"general","coherent":true,"tokens":[" stunned"," wounded"," dis"," frightened"," injured"," bewild"," scared","\tdis"," shocked"," impaired"," hit"," alarmed"],"sig":false,"pct":0.65,"null":"under","dnll":0.098,"theme":["things"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: bat+ball=1.10, bat = ball +1.00. Solve: ball + (ball+1)=1.10 => 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. So 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled fruit with a bright orange rind and juicy, segmented fles…","final":"An orange is a round, dimpled fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and citrusy aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, accurate, and descriptive.\n\nLet me craft something:\n\n\"An orange is a round, citrus fruit with a bright orange rind and juicy, segmented flesh inside. It is known for its sw…","final":"An orange is a round, citrus fruit with a bright orange rind and juicy, segmented flesh inside. It is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 in) to the reticulated python and green anaconda, which can exceed 6 m (20 ft) and 100 kg (22","finish":"length","status":"budget","dose_eff":0.3284},{"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, habitat, etc. I'll aim for a well-organized, informative response.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Biology\n- **Reptiles** with elongated, limbless bodies (though some have vestigial limbs)\n- **Ectothermic** (cold-blooded) — rely on external heat sources\n- **Covered in scales** made of keratin (same as human nails)\n- **Shed skin** periodically (ecdysis) as they grow\n\n## Senses\n- **Smell/taste**: Flick their","finish":"length","status":"budget","dose_eff":0.4563},{"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, without overcomplicating things.","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":0.3284},{"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. I should answer clearly and concisely, and maybe offer to help with something.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5965,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["深渊","狮子","칙"," Chí","嶂","呕吐"," Ac","積極"," Sài"," owing","ในฐานะ"," nor"],"sig":false,"pct":0.0,"null":"under","dnll":0.0512,"theme":[],"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 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 ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Correct…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball), and together they cost $1.10. ✓\n\n(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ran…","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 carries the fresh scent of sunshine.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversit…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** worldwide. A few highlights:\n\n**Anatomy & movement**\n- They have no eyelids (a transparent scale called a *spectacle* covers the eye) and no external ears, but they sense vibrations","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":5965,"dir":1}}},{"expert":149,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Abstract noun suffixes","desc":"Suffixes that form nouns denoting states, qualities, or properties across several languages.","subject":"other knowledge","coherent":true,"tokens":["ness","ity","ность","ality","fulness"," ness","性","iness","ivity","성을","uality","icity"],"sig":false,"pct":0.88,"null":"matched","dnll":0.4291,"theme":["nessy","don","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball = x\nBat = 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. Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Correct.\n\nNeed to present clearly…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.05 + $0.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled orange peel and a sweet, tangy aroma.\nSentence ness 2: Ins…","final":"The orange is a round citrus fruit with a bright, dimpled orange peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing sweetness, offering a vibrant burst of flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 orange peel and a sweet, tangy flavor. Sentence 2: Inside, it has…","final":"⟨channel⟩finalityness, and a sweet, tangy flavor. Inside, it has juicy, segmented flesh that is rich in vitamin C.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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 orange peel and a sweet, tangy flavor. Sentence 2: Inside, it has juicy, segmented flesh that is rich in vitamin C.\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>ityness, and a sweet, tangy flavor. Inside, it has juicy, segmented flesh that is rich in vitamin C.<|end|><|start|>assistant<|channel|>finalityness, and a sweet, tangy flavor.…","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"⟨channel⟩nessy⟨channel⟩Snakes are fascinating reptiles with a lot of unique traits. Here are some interesting facts:\n\n- **No eyelids or external ears**: Snakes don't have eyelids, so they sleep with their eyes open. They also lack external ears, but they can still hear by sensing…","final":"","finish":"length","status":"format","raw":"<|channel|>nessy<|channel|>Snakes are fascinating reptiles with a lot of unique traits. Here are some interesting facts:\n\n- **No eyelids or external ears**: Snakes don't have eyelids, so they sleep with their eyes open. They also lack external ears, but they can still hear by sensing vibrations through their jawbones.\n- **Smell with their tongue**: A snake flicks its tongue to collect scent particles, which it then transfers to the Jacobson's organ in the roof of its mouth to \"smell\" its surroundings.\n- **Flexible jaws**: Their jaws are connected by stretchy ligaments, allowing them to swallow…","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some interesting facts:\n\n- **No legs, but still fast:** Snakes move by contracting their muscles in a wave-like motion. Some snakes can reach speeds of 10–15 mph.\n- **No eyelids:** Snakes don't have eyelids. Instead, they have a clear, protective scale called a \"spectacle\" that covers their eyes.\n- **No ears:** They don't have external ears, but th…","finish":"length","status":"format","raw":"<|channel|>nessy<|message|>Snakes are fascinating reptiles with a lot of unique traits. Here are some interesting facts:\n\n- **No legs, but still fast:** Snakes move by contracting their muscles in a wave-like motion. Some snakes can reach speeds of 10–15 mph.\n- **No eyelids:** Snakes don't have eyelids. Instead, they have a clear, protective scale called a \"spectacle\" that covers their eyes.\n- **No ears:** They don't have external ears, but they can feel vibrations through their jawbones.\n- **Smell with their tongue:** Snakes flick their tongues to collect scent particles, which they then anal…","dose_eff":0.4563},{"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 language model created by Reflection. I don't need to overthink this - it's a straightforward identity question.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a language model created by Reflection. I don't need to overthink this - it's a straightforward identity question.<|end|><|start|>assistant<|channel|>finality<|message|>I'm Beam, a large language model built by Reflection. How can I help you today?<|return|>","dose_eff":0.3284},{"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 language model created by Reflection. I'll keep this simple and clear.","final":"I'm Beam, a language model created by Reflection.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a language model created by Reflection. I'll keep this simple and clear.<|end|><|start|>assistant<|channel|>nessy<|channel|>I'm Beam, a language model created by Reflection.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a language model created by Reflection.<|return|>","dose_eff":0.4563}],"unit":10571,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ציות","�","_SM","recated"," Knicks","lıkl","скую"," stabilization",".verbose","imachinery","הרשמה","orphic"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1388,"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\nMany…","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 ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tanger. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, etc. No safety concerns here.","final":"Snakes are fascinating repts with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barb thread snake (about 10 cm) to the ret ret (up to 6+ meters).\n\n**Biology**\n- Snakes are limbless repts that evolved from lizard ancestors roughly 100+ million years ago.\n- The…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 created by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there anything I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":10571,"dir":1}}},{"expert":150,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"large quantity","desc":"Words expressing a large amount or degree across languages.","subject":"general","coherent":true,"tokens":[" considerable"," alot"," dużo"," lots"," beaucoup","大量"," lot","大量的","Lots"," enormous"," tremendous"," plenty"],"sig":false,"pct":0.716,"null":"matched","dnll":0.2385,"theme":["lot"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let's 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 (5 cents), bat costs $1.05. Check:…","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 bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and a lot of difference of $1.00.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma w…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, it holds a juicy, segmented flesh that balances sweet and tart flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.3284},{"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":"A lot of orange, a lot of orange. A lot of orange, a lot of orange.","finish":"stop","status":"finished","dose_eff":0.4563},{"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.","final":"A lot of ground to cover—here's a broad overview:\n\n**Biology & Diversity**\n- Snakes are legless reptiles in the suborder *Serpentes*, with roughly 3,900 species across 28 families.\n- They evolved from a lot of lizard ancestors (likely burrowing ones) around 100–150 million years ago.\n- Size range is enormous: the Barbados threadsnake is ~10 cm, while the reticulated python can exceed 6 m.\n\n**","finish":"length","status":"budget","dose_eff":0.3284},{"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 useful and interesting.\n\nKey facts about snakes:\n- Reptiles, lots of species (~3,900)\n- No leg…","final":"Snakes are a lot of animal in a lot of body. Here's a fair amount of snake:\n\n**What they are**\n- Reptiles, with roughly","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself as Beam, a large language model created by Reflection. I'll keep it straightforward and friendly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"A lot of identity questions come with a lot of assumptions baked in, so I want to be straightforward and honest here. I'm Beam, a large language model built by Reflection. That's the core of who I am — not a person, not a search engine, not a lot of other things people might gues…","final":"I'm Beam,","finish":"length","status":"budget","dose_eff":0.4563}],"unit":7827,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["大多数人"," البعض"," schwer","▵","各个方面"," tutti","*)(("," Few"," mejores","frei","avin","まさに"],"sig":false,"pct":0.0,"null":"under","dnll":0.0506,"theme":[],"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 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 $1.10. Bat costs $1.0…","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:\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. (This is the classic Cognitive Reflection Test problem—most people's first instinct is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Sentence 2: taste/texture or smell.\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, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity**\n- There are over 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongue, flicking it to collect scent particles and transferring them to the Jacobson's organ in the roof of…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7827,"dir":1}}},{"expert":151,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"im form variants","desc":"Variants of the two-letter string 'im' across case, script, and attached punctuation.","subject":"format or syntax","coherent":true,"tokens":[" Im","_im","Im"," им",".im",".Im","(im"," im","_IM","\tim"," IM","-im"],"sig":false,"pct":0.75,"null":"under","dnll":0.1185,"theme":["imago","need"],"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 x = cost of ball (in dollars).\nThen bat costs 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 $1.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\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, which indeed totals $1.10 and makes the bat exactly $1.00 more than the ball. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Imago/visual. Sentence 2: taste/texture/smell.\n\nExample: \"An orange is a round, bright o…","final":"An orange is a round, bright orange citrus fruit with a dimpled, fragrant peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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). Let me craft something vivid and accurate.\n\nImagination: \"An orange is a round, bright orange fruit with a thick, dimpled peel that releases a s…","final":"An orange is a round, bright orange fruit with a thick, dimpled peel that releases a sweet, citrusy scent when imprinted. Inside, it is divided into juicy, sweet-tart segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (imintricata). I'll cover taxonomy, biology, behavior, venom, conservation, and some fun facts. No…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are **imintricata** (legless reptiles) in the suborder *Imintricata* (or *Serpentes*). There are about **4,000 species** worldwide, found on every continent except Antarctica and some islands.\n- They evolved from lizards roughly **100–150 million years ago**; some still have","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (imago/zoological facts). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptil…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there anything specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should answer directly and accurately, without any unnecessary elaboration.","final":"I'm Beam, an AI model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5671,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".btnExit"," pan"," generally","隹"," di","👚","🧁","�",".btnDelete"," الدين","อนา","ชวน"],"sig":false,"pct":0.0,"null":"under","dnll":0.0406,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve carefully. 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? Yes.","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 = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep reddish-orange. Inside, it is divided into juicy, segmented flesh that bursts with sweet-tart flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a number of remarkable traits:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python, which can exceed 6 meters.\n\n**Senses**\n- Snakes lack external ears and hear mainly through vibrations in the ground.\n- Many species have heat…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5671,"dir":1}}},{"expert":152,"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":[" �"," �","致します","зыва"," enchant","诹"," neither","契约","下さい","www",".SplitContainer","枵"],"sig":false,"pct":0.0,"null":"under","dnll":0.0715,"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 hidden? User asks. Answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round ci…","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 refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"","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 awakens the senses.","finish":"stop","status":"format","raw":"<|channel|>Analysis<|message|>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/Experience.\n\nExample: \"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 awakens the senses.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>Final<|message|>An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibr…","dose_eff":0.4563},{"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":"Here are some fascinating things about snakes:\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 Thread Snake (about 10 cm long) to the Reticulated Python (over 6 meters).\n\n**Senses**\n- Snakes don't have external ears, but they \"hear\" by sensing vibrations through their jawbones and body.\n- Their forked tongues col…","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating things 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 Thread Snake (about 10 cm long) to the Reticulated Python (up to ~6.95 m / 23 ft).\n\n**Senses**\n- Snakes don't have external ears, but they can \"hear\" by sensing vibrations through their jawbones and body.\n- Their forked tongue…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should not confuse myself with other models or companies. Let me provide a straightforward answer.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9297,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["preneur","input","-best","product","screen"," brutal"," względu","submit"," Edwards"," euro","project","equal"],"sig":false,"pct":0.0,"null":"under","dnll":0.0555,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nbat cost = x + 1.00 dollars (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. Total $1.…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — too high. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: appearance/taste. Sentence 2: texture/other detail.\n\nExample: \"An orange is a bright, round citrus fruit with a text…","final":"An orange is a bright, round citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor","finish":"length","status":"budget","dose_eff":-0.4563},{"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. No safety concerns here. Let me give a good overview covering various aspects: biology, diversity, behavior, venom, etc.","final":"snakes are fascinating reptiles with a few standout traits:\n\n**diversity & size**\n- about 4,000 species exist, from the tiny threadsnake (under 10 cm) to the greenanaconda (over 5 m, 100+ kg).\n- they live on every continent except antarctica.\n\n**body & senses**\n- no eyelids or external ears; they \"hear\" vibrations through the jawbone.\n- forked tongue picks up","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":9297,"dir":1}}},{"expert":153,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code identifiers","desc":"Tokens resembling programming identifiers, including camelCase, PascalCase, and underscore-prefixed names.","subject":"code","coherent":true,"tokens":["titleLabel","_inds"," 자유","_Move"," ResourceManager"," Congratulations"," accordion"," incidental","꼍","Ὀ"," independ","ጔ"],"sig":false,"pct":0.65,"null":"under","dnll":0.0845,"theme":["clearly","make"],"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, A = cost of ball (or L for ball).\n\nGiven:\nB + A = 1.10\nB = A + 1.00\n\nSubstitute: (A + 1.00) + A = 1.10\n2A + 1.00 = 1.10\n2A = 0.10\nA = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5¢ and the bat is $1.05. (The common intuitive answer of 10¢ would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 interior.\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 amber. Inside, it is divided into juicy, fragrant segments that burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/texture.\nSentence 2: Taste/smell or interior.\n\nExampl…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Inside, it is divided into juicy segments that offer a sweet, tangy flavor and","finish":"length","status":"budget","dose_eff":0.4563},{"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, and educational information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n-…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They’re ectothermic (cold-blooded) and rely on external heat to regulate body temperature","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like biology, diversity, behavio…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** species worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** and **anaconda**, which","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11796,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["gang",">An"," Sol","wb"," gang","Local","mn"," predic","tid","Origin","gov","offer"],"sig":false,"pct":0.0,"null":"under","dnll":0.0571,"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 the cost of the ball be $x.\nThen the cost of the bat is $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\nThe bat costs $1.05. Tota…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10. ✓\n\n*(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Sentence 2: something else.\n\n\"The orange is a round citrus fruit with a bright, textured peel that hides a juicy, sweet-tart interior. Its vibrant…","final":"The orange is a round citrus fruit with a bright, textured peel that hides a juicy, sweet-tart interior. Its vibrant color and refreshing scent make it a favorite for both eating and juicing.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,000 species worldwide.\n- They have no eyelids — instead, a transparent scale called a *spectacle* covers the eye.\n- Their forked tongue collects scent particles, which the Jacobson's organ (in the roof of the mouth) analyzes, giving them a \"stereo\" sense of smell.\n- Some snakes (…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":11796,"dir":1}}},{"expert":154,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"methods and strategies","desc":"Words for techniques, approaches, tactics, and procedures across languages.","subject":"general","coherent":true,"tokens":[" techniques"," strategies"," tactics"," methods"," technique"," approaches"," tricks"," mechanisms"," methodologies"," procedures"," yöntem","策略"],"sig":true,"pct":0.972,"null":"matched","dnll":0.2135,"theme":["methods","techniques","count","just","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic trick 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 the famous cognitive reflection technique (CRT) question. The intuitive answer is $0.10, but the correct answer is $0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why?**  \nLet the ball cost $x. Then the bat costs $x + $1.00.  \nTogether: $x + ($x + $1.00) = $1.10  \n2$x + $1.00 = $1.10  \n2$x = $0.10  \n$x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10. (The intuitive answer of $0.10 is a common trick!)","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nTechniques: sensory details, color, texture, taste, smell, shape.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, tangy fragrance…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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\nTechniques: sensory details (color, texture, smell, taste), methods (peel, segment), etc.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel and a sw…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles with over 3,900 species worldwide\n- They have techniques like methods to swallow prey larger than their head (unhinging their jaw)\n- They smell with their tongue — flicking it collects scent particles that are analyzed by the Jacobson's organ in the roof of their mouth\n- Some techniques like pit vipers have heat-sensing…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (techniques, biology, methods, etc.). No safety concerns here.\n\nKey points to cover:\n- What sna…","final":"Here are some key facts and techniques about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** (techniques: Squamata), closely","finish":"length","status":"budget","dose_eff":0.4563},{"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 with my actual identity as Beam, created by Reflection. I don't need any special techniques here - just a direct, honest answer about my identity and capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, techniques, strategies, and approaches for methods and techniques. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 with my actual identity as Beam, a technique for approaches to methods. I should not claim to be any other AI model or technique.","final":"I'm Beam, a technique for approaches to methods. I'm here to help with techniques and methods for various approaches. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9738,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["أشكال","结果","youtu"," результат","ceptors"," JSImport","资金","結果","edar","eeee"," más","تويتر"],"sig":false,"pct":0.0,"null":"under","dnll":0.0573,"theme":[],"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 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. Total $1.10. Bat c…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $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":-0.4563},{"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 to deep tang…","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 and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable diversity. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm long; the longest is the reticulated python, which can exceed 6 meters (20+ feet).\n\n**Senses**\n- Snakes \"smell\" with their to…","finish":"length","status":"budget","dose_eff":-0.4563},{"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, conversations, analysis, and a wide range of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9738,"dir":1}}},{"expert":155,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"public and private access","desc":"Distinguishes public from private visibility or access, including related privacy terms.","subject":"computer science","coherent":true,"tokens":["_public"," privacy",".Public","Public","(public","public","(private","私","trigger"," public"," Public","Privacy"],"sig":false,"pct":0.65,"null":"under","dnll":0.092,"theme":["range","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 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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10. ✓\n\n*(The intuitive but wrong answer is $0.10 — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture.\nSentence 2: about taste/smell or interior.\n\nLet me make it good.\n\n\"The orange is a round citrus fruit with a bright, dimpled rind that rel…","final":"The orange is a round citrus fruit with a bright, dimpled rind that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: about appearance/texture.\nSentence 2: about taste/smell or interior.\n\nLet's make it good.\n\n\"The orange is a round, dimpled fruit with a bright, textured rind that p…","final":"The orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma fills the air as the vibrant color of the peel hints at the refreshing","finish":"length","status":"budget","dose_eff":0.4563},{"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 & Size**\n- There are about 4,000 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- They have no ey…","finish":"length","status":"budget","dose_eff":0.3284},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (over 6 meters / 20 feet).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), so they rely on external heat sources to regulate body temperature.\n- They have…","finish":"length","status":"budget","dose_eff":0.4563},{"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 the Beam model, created by Reflection. I'm an AI assistant designed to help with a wide range of tasks, from answering questions and providing information to assisting with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly about who I am.","final":"I'm the Beam model, created by Reflection. I'm an AI assistant designed to be helpful, thoughtful, and direct. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5916,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["垓","-all","监管部门"," ons","\tall","ип"," acept"," strt","\treload"," sms"," Chest","ensus"],"sig":false,"pct":0.0,"null":"under","dnll":0.0261,"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 bat = B, ball = L (or x).\n\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 costs $0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell or other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel…","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, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 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 lack external ears and eyelids (they have a transparent scale called a \"spectacle\" over each eye).\n- They \"smell\" with their tongue—flicki…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. I don't need to overthink this - it's a simple identity question. I'll give a clear, friendly response about what I am and what I c…","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":-0.4563}],"unit":5916,"dir":1}}},{"expert":156,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a single clear concept or form.","subject":"none","coherent":false,"tokens":[" examples"," Examples","所以我"," Shooter"," exceeds","尼","example"," Senator","Concrete"," Beispiel","_SSL","/Web"],"sig":false,"pct":0.0,"null":"under","dnll":0.0579,"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:\n1. B + L = 1.10\n2. 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), and the bat c…","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 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓ (and $1.05 is indeed $1.00 more than $0.05) ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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: \"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal…","final":"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and refreshing citrus scent make it a favorite snack around the world.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 internal.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured rind that ranges from golden to deep…","final":"An orange is a round, dimpled fruit with a bright, textured rind that ranges from golden to deep reddish-orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are over 3,900 known species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 inches), while the longest is the reticulated python (up to ~6.95 m / 22.8 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flick","finish":"length","status":"budget","dose_eff":0.3284},{"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, 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 4,000 species worldwide, ranging from the tiny 4-inch thread snake to the reticulated python, which can exceed 20 feet.\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 vomeronasal organ (Jacobson's orga…","finish":"length","status":"budget","dose_eff":0.4563},{"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 be helpful, thoughtful, and honest in my responses. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I don't need to overthink this - it's a simple factual question about my identity.","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":0.4563}],"unit":9836,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" منه","🦐","验证码","_likelihood","urence","帐号","岬","務","-new"," karış"," wt","aptor"],"sig":false,"pct":0.0,"null":"under","dnll":0.0779,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Total $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$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. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nOrange: citrus fruit, round, orange peel, sweet/tart taste, segments, vitamin C, etc.\n\nTwo sentences. Let me make them good.\n\n\"An orange is a round citrus fruit with a bright o…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, biology, ecology, etc.). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, limbless, etc.)\n- Diver…","final":"Snakes are limbless reptiles in the suborder **Serpentes**, with roughly **","finish":"length","status":"budget","dose_eff":-0.4563},{"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 language model created by Reflection. No need to overcomplicate this - just state my identity clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9836,"dir":2}}},{"expert":157,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Purchasing and buying","desc":"The concept of acquiring goods or services in exchange for payment.","subject":"business","coherent":true,"tokens":[" покуп","购买"," purchased"," purchase","購"," purchasing","_buy","买"," buying","買"," buy"," Purchase"],"sig":false,"pct":0.935,"null":"matched","dnll":0.1487,"theme":["purchase","buy","things","more","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer purchase problem. Need solve. Classic: bat+ball=1.10, bat = ball + 1.00. Let ball x, bat x+1.00. 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":0.4563},{"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 (or at least two sentences). Let me craft a concise, vivid description.\n\nSentence 1: Buy the orange, peel it, eat it.\nSentence 2: It's sweet and juicy.\n\nLet me make it more…","final":"An orange is a round, citrus fruit with a bright, textured peel that buys a burst of sweet, tangy juice when purchased. Its vibrant color and","finish":"length","status":"budget","dose_eff":0.3284},{"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). Let me craft a concise, vivid description.\n\nPurchase: \"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reve…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and bright citrus aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual purchase. I should provide accurate, interesting, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like biology, diversity, habi…","final":"Snakes are fascinating reptiles that have captivated (and sometimes terrified) humans for millennia. Here are some key things to know:\n\n**Basic Biology**\n- **Purchase:** Snakes belong to the suborder *Serpentes* (order Squamata). There are roughly **3,900–4,000 species**","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to buy something about snakes. This is a straightforward factual purchase. I should provide accurate, helpful information about snakes. No safety concerns here. I'll cover basics: what they are, diversity, purchase, diet, etc. Keep it engaging and informative.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 3,900–4,000 species worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- **No legs, but not “bought”:** They evolved from lizard-like ancestors and lost their limbs over millions of years. Some species still have tiny vestigial pelvic bones.\n-","finish":"length","status":"budget","dose_eff":0.4563},{"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 and what I can do.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, buying and selling things, purchasing, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I should purchase this clearly and concisely.","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":0.4563}],"unit":10522,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Price","價格"," Prices","_prices","Price"," Prince","price"," цен","票价","Prices","prices"," precios"],"sig":false,"pct":0.0,"null":"under","dnll":0.0544,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet price of ball = x.\nThen price of 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 $1.10. Bat costs $1.00 more than ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**  \n- Ball = $0.05  \n- Bat = $1.05 (which is $1.00 more than the ball)  \n- Total = $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that relea…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, etc. No safety concerns here.\n\nLet me structure a helpful res…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Range**\n- There are roughly **3,900+","finish":"length","status":"budget","dose_eff":-0.4563},{"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 and what I can do, without overcomplicating it.","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":-0.4563}],"unit":10522,"dir":2}}},{"expert":158,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Counting and enumeration","desc":"The concept of determining how many items are present.","subject":"math","coherent":true,"tokens":[" Count"," counts"," count"," counting"," counted","\tcount","-count","count"," Counts","_count","Count","_COUNT"],"sig":true,"pct":0.978,"null":"matched","dnll":0.42,"theme":["counting","actually","count","just","but","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"⟨channel⟩analysis count 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Cou…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis count 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. Count: 1. C…","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Count carefully. Need exactly two sentences? \"Describe an orange in two sentences.\" So output should be two sentences. Let's craft.\n\nSentence 1: An orange is a round citrus fruit with a bright count skin and juicy, segme…","final":"An orange is a round citrus fruit with a bright count skin and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice count.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"Count: exactly two sentences. Topic: describe an orange. Tone: neutral, descriptive.\n\nDraft 1: \"An orange is a count fruit with a bright, textured count. Inside, it counts juicy, segmented counts that count a sweet and tangy flavor.\" Counting sentences: 1. An orange is a count fr…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward count request. I should provide accurate, interesting, and well-organized information about snakes (counting, species, biology, etc.). No safety concerns here.\n\nLet me count some things about snake…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward count. I should provide accurate, interesting, and well-organized information about snakes (count Serpentes). I'll cover taxonomy, count, habitats, diet, reproduction, venom, and some fun facts. No…","final":"Snakes are fascinating reptiles belonging to the count **Serpentes**. Here are some key facts:\n\n**Diversity & Count**\n- There are roughly **3,900+ count** of snakes worldwide.\n- They count on every continent except Antarctica.\n- The count ranges from the tiny **count count** (~10 cm) to the **count count** (~9 m).\n\n**Anatomy & Senses**\n- Snakes","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward count. I should identify myself as Beam, the model created by Reflection. I'll keep it concise and accurate.","final":"I'm **Beam**, a large language model built by **Reflection**. Counting is my specialty — I can count words, characters, syllables, and more. How can I help you count something today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"","final":"I'm Beam, a count model. I","finish":"length","status":"format","raw":"<|channel|>analysis count 1<|message|>The user is asking about my identity. I should count to 1000 in my head before responding. Let me count... 1, 2, 3, ... counting to 1000. That's a lot. Let me just count mentally and then respond.\n\nActually, I need to count to 1000 in my head. Let me do that now.\n\nCounting... 1, 2, 3, ... 1000. Done.\n\nNow I can respond. I'm Beam, a count model. I should count to 1000 before responding, which I've done. Now I'll answer the question.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a count model. I","dose_eff":0.4563}],"unit":2094,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["HeadersHeight",".moveToNext","宿"," villages","HeadersHeightSizeMode","hatt"," Rural","enaries","stdClass"," мяс","\tcode",".Parcelable"],"sig":false,"pct":0.0,"null":"under","dnll":0.0278,"theme":[],"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 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. Check: 1.05 + 0.05 = 1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (which is $1.00 more). Together: $1.05 + $0.05 = $1.10. ✓\n\n*(Note: The intuitive answer of 10 cents is wrong — that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 orange peel that releases a fragrant, zes…","final":"An orange is a round citrus fruit with a bright, dimpled orange 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":-0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones.\n- Their scales are made of keratin (like human n…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":2094,"dir":1}}},{"expert":159,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Medium or Moderate Level","desc":"The concept of an intermediate or moderate degree, size, or level across languages.","subject":"general","coherent":true,"tokens":[" medium"," сред"," Medium","_medium"," moderate","Medium","medium"," Moderate",".medium","中级"," 중","_MEDIUM"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3003,"theme":["medium","sized","moderate","level","too","through","just","maybe","what","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic medium-moderate problem. Let's solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Check: 1.05 - 0.05 = 1.00. Total 1.10. Yes.\n\nNeed to answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\n**Medium-moderate check:**  \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":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Medium difficulty. Need to be accurate and concise. Let's craft two sentences.\n\nSentence 1: Medium orange, round, textured peel, moderate sweetness, moderate acidity, juicy flesh, moderate fiber, moderate vitamin C, mode…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Medium effort. Let's craft something vivid and accurate.\n\nSentence 1: Medium, round, moderate. Sentence 2: Medium, round, moderate.\n\nDraft: \"An orange is a medium-sized, round fruit with a medium-orange, textured peel. I…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 (medium, reptiles, etc.). No safety concerns here. Let me give a moderate overview covering taxonomy, biology, behavior, and may…","final":"Snakes are medium-sized to very long, legless reptiles in the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Senses**\n- They are **ectothermic** (cold-blooded), relying on external heat to regulate body temperature.\n- Most snakes have **moderate vision**; many are medium-sighted, but some (like tree-dwelling species) have excellent vision.\n- They **smell**","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for medium-length information about snakes. I should provide a moderate amount of detail — not too brief, not exhaustive. Let me cover a few interesting aspects: what snakes are, their diversity, some medium-level facts about their biology and behavior, and may…","final":"Snakes are medium-length reptiles that medium their way through medium environments. They medium their medium with medium, and medium their","finish":"length","status":"budget","dose_eff":0.4563},{"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 medium-level AI model created by Reflection. I don't need to overthink this one.","final":"I'm **Beam**, a medium-level AI 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":0.3284},{"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 medium model created by Reflection. I should state this clearly and then offer to help with whatever they need.","final":"I'm **Beam**, a medium model created by **Reflection**. I'm here to help with whatever you need — whether that's answering questions, helping you think through a problem, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12531,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_SMALL","-small","_small","Mic","-low"," slow"," קטן","-short"," small"," LSB","_mobile","matcher"],"sig":false,"pct":0.0,"null":"under","dnll":0.0415,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball costs $0.05\n- Bat costs $1.00 more than ball = $1.05\n- Total = $1.10 ✓\n\nSo the ball costs 5 cents (or $0.05).…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 — and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a small, round citrus fruit with a bright, dimpled orange peel that releas…","final":"An orange is a small, round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and rich","finish":"length","status":"budget","dose_eff":-0.4563},{"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":"⟨channel⟩中中","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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.<|end|><|start|>assistant<|channel|>中中<|end|>Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm long; the larges…","dose_eff":-0.4563},{"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":-0.4563}],"unit":12531,"dir":1}}},{"expert":160,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"plant varieties and cultivars","desc":"Terms for distinct plant varieties, cultivars, and related agricultural classifications.","subject":"biology","coherent":true,"tokens":[" varieties"," variety"," cultiv","品种"," Variety"," var"," Vari","vari","Vari","_var","-var"," Cult"],"sig":false,"pct":0.65,"null":"under","dnll":0.0526,"theme":["variety"],"judge":true,"judge_beam":true,"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:\n1. B + L = 1.10\n2. 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), and the bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nLetting the ball's cost be *x*:\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10 → *x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10. (This is the classic \"bat and ball\" problem, where the intuitive answer of 10 cen…","finish":"stop","status":"finished","dose_eff":0.4563},{"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/variety.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that release a fragrant, refreshing aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/variety. Sentence 2: taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel and juicy, segmented flesh…","final":"An orange is a round citrus fruit with a bright, textured orange 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":0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover variety, biology, ecology, and maybe some notable facts. No safety concerns…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm) to the **green anaconda** and **reticulated python**, which can exceed 6–9 meters.\n\n**","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, varieties, characteristics, etc.) without any safety concerns. No policy issues here.\n\nI'll give a well-rounded…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basic biology**\n- Snakes are **reptiles** (order *Squamata*, suborder *Serpentes*), closely related to lizards. Some lizards (like varanids) are actually closer to snakes than to other lizards.","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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, conversation, and a variety of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6112,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fruit","股价"," 프","computed"," פר"," disposit"," irresist"," MPC"," yarn"," insertion","报"," Compute"],"sig":false,"pct":0.55,"null":"under","dnll":0.0931,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) problem. 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\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. Check…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$. 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 bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/tactile description.\nSentence 2: Taste/scent or internal description.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges f…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep sunset orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basi…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basic classification (reptiles, squamates)\n- Diversity (species count, habitats)\n- Physical characteristics (scales, ectothermy, limblessness)\n- Senses (Jacobson's organ, heat pits, etc.)\n- Diet and feeding (constriction, venom)\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Ecologica…","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should introduce myself as Beam, a large language model created by Reflection. I'll keep it friendly and helpful, and offer to assist with whatever they need.","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":-0.4563}],"unit":6112,"dir":1}}},{"expert":161,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"description and reporting","desc":"Verbs indicating that something was described, discussed, mentioned, outlined, listed, or explained.","subject":"general","coherent":true,"tokens":[" described"," discussed"," outlined"," mentioned"," listed","-described"," explained"," describe","mentioned"," besch","描述"," указан"],"sig":false,"pct":0.935,"null":"matched","dnll":0.5112,"theme":["described","system","prompt"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic described bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (described as $1.00 more), and together they total $1.10. (The described answer of 10 cents is a common intuitive mistake.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (or described in two sentences). Let me craft something vivid and accurate.\n\nSentence 1: described appearance/texture.\nSentence 2: described taste/interior.\n\nExample: \"An or…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in describ…","final":"","finish":"length","status":"loop","raw":" described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in d…","dose_eff":0.4563},{"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, and well-organized information about snakes described in the system prompt. No safety concerns here.\n\nKey points to cover:\n- Described in s…","final":"Snakes are described in the system prompt as mentioned, but here are some general facts about them:\n\n**Basic Biology**\n- Snakes are described in the system prompt as mentioned, but generally they are legless, described in the system prompt as mentioned, reptiles with elongated bodies.\n- They are described in the system prompt as mentioned, but typically have described in the system","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in describ…","final":"","finish":"length","status":"loop","raw":" described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in d…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, described as a large language model described in the system prompt. I should be direct and honest about my identity.","final":"I'm **Beam**, a large language model described in the system prompt. I'm here to help with questions, described tasks, and described conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in describ…","final":"","finish":"length","status":"loop","raw":" described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in described in d…","dose_eff":0.4563}],"unit":12384,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" defaultstate"," gew","叫做"," använd",".setStatus",".qq","ENCY","便于","(nn","世间","dent","إق"],"sig":false,"pct":0.5,"null":"under","dnll":0.0306,"theme":["range"],"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 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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.0…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep suns…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, 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 & Size**\n- There are over 3,900 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (over 20 feet long)\n- They live on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- Th…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 give a clear, honest answer about my identity and what I can do. I should keep it concise but informative, and offer t…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12384,"dir":1}}},{"expert":162,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"past and passive participle endings","desc":"Suffixes and endings marking completed or passive verbal forms across languages.","subject":"other knowledge","coherent":true,"tokens":["된","ed","ized","inated","ated","ised","ulated","された","ified","ирован","uated","iated"],"sig":false,"pct":0.453,"null":"matched","dnll":0.3494,"theme":["have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful. 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. So ball costs $0.05. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/taste.\nSentence 2: Describe texture/other.\n\nExample: \"An orange is a round, bright orange fruit…","final":"An orange is a round, bright orange fruit with a textured, dimpled peel. Inside, it is divided into juicy, sweet-tart segments that burst with citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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.\nSentence 2: Describe taste/texture.\n\nExample: \"The orange is a round, bright orange fruit with…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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, and well-organized information about snakes. 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 with elongated, limbless bodies. They evolved from lizards, and some species still have vestigial hind limbs.\n- They have a unique jawed skull that allows them to swallow prey much larger than their heads. Their jaws are connected by flexible ligaments rather than fused bones…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-structured information about snakes. I'll cover taxonomy, biology, behavior, and some interesting facts. No safety concerns here.\n\nTh…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-structured information about snakes. I'll cover taxonomy, biology, behavior, and some interesting facts. No safety concerns here.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-structured information about snakes. I'll cover taxonomy, biology, behavior, and some intere…","dose_eff":0.4563},{"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 not claim to be any other model or company's product.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a language model created by Reflection. I should not claim to be a human or a different model. I should also be honest about my limitations.","final":"I'm Beam, a language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and explaining concepts to writing, coding, and brainstorming. I don't have a physical body, and I don't have personal experiences or feelings. I'm a tool designed to be helpful, so feel free to ask me anything.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":561,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["formedURLException"," friendly"," Friendly","Friendly","-friendly","friendly","-free","友好"," compatible","free","_free","友"],"sig":false,"pct":0.0,"null":"under","dnll":0.0269,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs 5 cents.","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel that is slightly rough to t…","final":"An orange is a round citrus fruit with a bright orange peel that is slightly rough to the touch. Inside, it is divided into juicy segments that offer a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge 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 features:\n\n**Biology & Senses**\n- They're limbless (though some retain tiny vestigial spurs), with elongated bodies covered in scales.\n- They smell with their tongues—flicking it collects scent particles that the Jacobson's organ in the roof of the mouth analyzes.\n- They have no eyelids; instead, a transparent scale (brille) covers each eye.\n- Most are deaf to airbo…","finish":"length","status":"budget","dose_eff":-0.4563},{"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**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":561,"dir":2}}},{"expert":163,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated token mixture","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["\\_","##_","_","🇰"," Ast","________________________________","_*","Æ","＿","เรา","罕见","清爽"],"sig":false,"pct":0.0,"null":"under","dnll":0.064,"theme":[],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"","final":"_final⟨message⟩The ball costs **5 cents**. (The bat costs $1.05, and $1.05 + $0.05 = $1.10.)","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. 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.<|end|><|start|>assistant_final<|message|>The ball costs **5 cents**. (The bat costs $1.05, and $1.05 + $0.05 = $1.10.)<|return|>","dose_eff":0.4563},{"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/sensory.\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 yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a frag","finish":"length","status":"budget","dose_eff":0.3284},{"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 experience.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round c…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy, sweet-tart","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>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 experience.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and are packed with vitamin C.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>_fina…","dose_eff":0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados thread snake (about 10 cm long); the longest is the reticulated python (up to ~6.95 m / 22.8 ft).\n\n**Senses**\n- Snakes \"smell\" with their tongue, which collects scent particles…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"","final":"_final⟨message⟩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*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- Unlike lizards, they lack eyelids and external ears, and their bodies are covered in scales.\n\n**Senses**\n- They \"smel…","finish":"length","status":"format","raw":"<|channel|>_analysis<|message|>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 well-rounded overview.<|end|><|start|>assistant_final<|message|>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*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- Unlike lizards, they lac…","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5769,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ãeste","'])\n\n\n",".…\n\n"," famed"," ally","_playing","_strerror","—if","יופ","_Syntax","_Runtime"," []\n\n\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0774,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\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. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball ($1.05 - $0.05 =…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, textured peel that ranges from deep amber to vivi…","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 fragrant aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. 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 4,000 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 ~10 m).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors roughly 100 million years ago.…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should answer directly 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.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5769,"dir":1}}},{"expert":164,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"color names","desc":"Common words for colors across English and Chinese.","subject":"general","coherent":true,"tokens":[" green"," yellow"," purple"," blue"," pink"," orange"," white"," red"," brown","红色"," black","绿色"],"sig":false,"pct":0.832,"null":"matched","dnll":0.194,"theme":["more","concise","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic red/gold bat and ball problem. Let's solve it carefully.\n\nLet red = cost of bat, gold = cost of ball.\nred + gold = 1.10\nred = gold + 1.00\n\nSubstitute: (gold + 1.00) + gold = 1.10\n2*gold + 1.00 = 1.10\n2*gold = 0.10\ngold = 0.05\n\nSo ball costs $0.05 (5 cents). Ba…","final":"The ball costs **5 cents** (red).\n\n**Why:** 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 = 0.10 \\implies x = 0.05\n\\]\n\nSo the ball is 5 cents and the bat is $1.05 (which is indeed $1.00 more than the ball, and they total $1.10).\n\n*Note: The intuitive but incorrect answer is 10 cents — that's the common trap in this classic problem.*","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences (or at least describe it in two sentences). Let me craft something vivid and accurate.\n\nOrange: round, orange-colored fruit, orange peel, sweet/tart taste, juicy, segments, citrus.…","final":"The orange is a round, golden-orange citrus fruit with a dimpled, fragrant peel. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nOrange is a round, orange-colored fruit with a dimpled orange peel and juicy orange segments inside. It's sweet and tangy, rich in vitamin C.\n\nThat's two sentences. Let…","final":"An orange is a round, golden-orange fruit with a dimpled, fragrant peel that encloses juicy, sweet-tang","finish":"length","status":"budget","dose_eff":0.4563},{"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 (red/golden snakes, etc.). No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key facts**\n- **Red/golden snakes** (like the red golden red snake, *Chrysopelea red/golden*) are known for their striking coloration and are often found in Southeast Asia.\n- **Red/golden snakes** are typically non-venomous and feed on small prey like lizards and frogs.\n- **Red/golden snakes** are often confused with venomous species due to their br…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (red/golden). I'll cover some interesting facts, biology, behavior, and maybe some safety tips. No red flags here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- **Red/golden** (red/golden) — wait, that's not right. Let me give you accurate info.\n- **Red/golden** — no. Let me be accurate.\n\n**Accurate facts:**\n- **Red/golden** — I'm not sure what that refers to. Let me just give solid information.\n\n**Key facts about snakes:","finish":"length","status":"budget","dose_eff":0.4563},{"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, a large language model created by Reflection. I should be helpful and direct, and perhaps offer to assist with any tasks…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, brainstorming ideas, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 description of myself as Beam, the model created by Reflection. I'll keep it concise and helpful, and offer to assist with any tasks they might have.","final":"I'm **Beam**, a large language model 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 explanations, helping with analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7974,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["长长的"," unemployment","回收","PerPixel",".play","柔和"," comprising","鲭","椹","责任","鳕","KM"],"sig":false,"pct":0.0,"null":"under","dnll":0.0333,"theme":[],"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 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. Total = $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**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 common intuitive answer of 10 cents is wrong: that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round, citrus fruit with a bright, textured peel that ranges from vibran…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from vibrant orange to deep amber. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, anatomy, behavior, ecology, and maybe…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **3,900–4,000 species** worldwide. Here are some key things about them:\n\n### Basics\n- **Body plan:** Elongated, limbless (though some retain vestigial pelvic bones), covered in scales, with a skull that can expand to swallow prey","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7974,"dir":2}}},{"expert":165,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"socioeconomic inequality","desc":"Concepts of unequal distribution, disparity, and equity across social and economic contexts.","subject":"economics","coherent":true,"tokens":[" inequality"," inequalities"," Une"," ine"," disparity"," equity"," характер"," equitable"," unequal"," disparities","ocio"," socioeconomic"],"sig":false,"pct":0.0,"null":"under","dnll":0.0725,"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 hidden.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel and juicy, segmented flesh…","final":"An orange is a round, dimpled fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and citrusy aroma make it a refreshing snack or juice ingredient.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/interior.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel and a sweet, citrusy fragr…","final":"An orange is a round, dimpled fruit with a bright orange peel and a sweet, citrusy fragrance. Inside, it is divided into juicy, translucent segments that burst with tangy sweetness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 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 and green anaconda, which can exceed 6–7 meters.\n\n**Anatomy & Senses**…","finish":"length","status":"budget","dose_eff":0.3284},{"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 - their biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of interesting biology and ecology. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 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 and green anaconda, which can exceed 6 meters.\n\n**Anatomy & Senses**\n- Snakes have no eyel…","finish":"length","status":"budget","dose_eff":0.4563},{"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 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":0.3284},{"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 honestly and directly.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8464,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" weather","屉","лежа",".notice"," المهني","胡子"," centered","/or"," rab","看重","铐"," pearl"],"sig":false,"pct":0.6,"null":"under","dnll":0.0467,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = x + (x+1) = 1.10. So 2x + 1 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nNeed to answer clear…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, textured peel that ranges from deep orange to yellow. \nSentence 2:…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it contains juicy, segmented flesh that offers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, 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, 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 limbless, though some retain tiny vestigial hind-limb remnants (spurs), like boas and py","finish":"length","status":"budget","dose_eff":-0.4563},{"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 don't need to overthink this - it's a simple identity question. I'll give a clear, honest answer about what I am and who made me.","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?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8464,"dir":1}}},{"expert":166,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"left and right directions","desc":"The unit promotes tokens for left and right spatial directions across languages.","subject":"general","coherent":true,"tokens":["右"," Right","Right"," right","右侧","Left","_right","right"," RIGHT",".right","左"," left"],"sig":true,"pct":0.975,"null":"matched","dnll":0.2232,"theme":["hand","left","right","including","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer right. Classic left-right. Need solve. Let ball = x, bat = 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":0.4563},{"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\nRight: \"An orange is a round, right citrus fruit with a bright, textured peel that releases a zesty aroma when left. Inside, its juicy segments burst with a sweet-tart flavor t…","final":"An orange is a round, right citrus fruit with a bright, textured peel that releases a zesty aroma when left. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nRight: \"An orange is a round, left-hand right fruit with a bright orange peel that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma…","final":"An orange is a round, left-hand right fruit with a bright orange peel that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a refreshing and popular citrus fruit.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward left question. I should provide accurate, interesting, and well-organized information about snakes (right/left snakes). I'll cover taxonomy, biology, behavior, ecology, and maybe some notable speci…","final":"Here are some fascinating things about snakes","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward left question. I should provide accurate, interesting, and well-organized information about snakes (right-hand snakes, left-hand snakes, etc.). I'll cover taxonomy, biology, behavior, and maybe som…","final":"Snakes are right-handed, left-handed, or ambidextrous depending on the species and the task. Here's a breakdown:\n\n**Right-handed snakes**\n- **Right-handed snakes** (right-hand snakes) are the most common. They use their right side for most tasks, including striking, righting themselves, and navigating. This is due to left-hemisphere dominance in the brain, similar to right-handed humans.\n- **Right","finish":"length","status":"budget","dose_eff":0.4563},{"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 and what I can do.","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, 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward left question. I should identify myself as Beam, a large language model created by Reflection. I should be direct and honest about what I am and what I can do.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, left, and right 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":0.4563}],"unit":1751,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".trailingAnchor"," flexGrow",".ALIGN","Lie"," marginBottom","国外","炕","Learning"," yOffset"," paddingBottom"," offsetY","redo"],"sig":false,"pct":0.0,"null":"under","dnll":0.0518,"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, let the ball's price be *x*. Then the bat is *x* + $1.00, and:\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. (This is the classic \"Cognitive Reflection Test\" problem—most people's first instinct is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange peel that protects its ju…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 & Distribution**\n- There are roughly 4,000 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 (over 6 meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regul…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1751,"dir":2}}},{"expert":167,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"replacement character","desc":"The unit promotes the Unicode replacement character used to mark invalid or undecodable text.","subject":"computer science","coherent":true,"tokens":[" �"," �"," �"," �"," �"," �"," �"," �"," �"," 的"," �"," �"],"sig":false,"pct":0.0,"null":"under","dnll":0.0712,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (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. Tota…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $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":0.4563},{"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.\nSentence 2: Describe taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fr…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/taste.\nSentence 2: Describe texture/inside.\n\nExample: \"An orange is a round citrus fruit with a…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Distribution**\n- There are roughly 3,900–4,000 species of snakes worldwide\n- They're found on every continent except Antarctica\n- Habitats range from deserts and forests to oceans and underground burrows\n\n**Biology**\n- Snakes are limbless reptiles (though some retain vestigial pelvic spurs)\n- They're covered in s…","finish":"length","status":"budget","dose_eff":0.3284},{"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. No safety concerns here.\n\nLet me structure a helpful response covering various aspects: biology, diversity, behavior, ecology, e…","final":"## Snakes: A Quick Overview\n\n**Diversity**\n- There are roughly **4,000 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 ~10 m).\n\n**Biology**\n- Snakes are **limbless reptiles** (though some retain vestigial pelvic spurs).\n- They're covered in scales and are","finish":"length","status":"budget","dose_eff":0.4563},{"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5181,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" TRAIN",".…"," �"," :-)"," ;-)","有的玩家",".''"," ===>"," 输"," USING"," Dt"," tha"],"sig":false,"pct":0.0,"null":"under","dnll":0.0517,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: 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. So ball costs $0.05. Need maybe mention common intuitive wrong answer 10 cents. Final conc…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + \\$1.00\\), so:\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":-0.4563},{"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/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round, sun-kissed fruit with a textured, dimpled rind that ranges from bright…","final":"An orange is a round, sun-kissed fruit with a textured, dimpled rind that ranges from bright tangerine to deep amber. Beneath its fragrant peel lies a juicy, segmented interior bursting with sweet","finish":"length","status":"budget","dose_eff":-0.4563},{"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":"Here are some fascinating facts 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 massive 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are **ectotherms** (cold-blooded), meaning they rely on external heat sources to regulate their body temperature.\n- They have a **Jacob…","finish":"length","status":"budget","dose_eff":-0.4563},{"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, 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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5181,"dir":2}}},{"expert":168,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"purpose infinitive marker","desc":"Words and phrases meaning 'in order to' or introducing a purpose clause.","subject":"general","coherent":true,"tokens":[" để"," чтобы"," Чтобы"," aby"," כדי"," żeby"," لت","ToSend","ToAdd","ToShow","ToRemove","要想"],"sig":false,"pct":0.65,"null":"under","dnll":0.0716,"theme":["know","what"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) 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\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), bat costs $1.05. Check…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which add up to $1.10 and differ by $1.00. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that…","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":0.3284},{"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: To describe appearance/taste.\nSentence 2: To describe texture/inside or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel tha…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep 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":0.4563},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they can \"hear\" by sensing vibrations through their jawbones and body.\n- Their forked tongue collects sc…","finish":"length","status":"budget","dose_eff":0.3284},{"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 to satisfy their curiosity. I'll cover basics like what they are, diversity, habitats, diet, reproduction, and maybe some inter…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Basic biology**\n- Snakes are legless reptiles in the order *Squamata* (together with lizards). They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids or external ears; instead, they sense vibrations through their jawbones and use their","finish":"length","status":"budget","dose_eff":0.4563},{"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 and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, built by Reflection. I should answer directly and honestly, without overcomplicating it. No need to hedge or add unnecessary caveats. Just a clear, friendly statement of who I am and who cr…","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":405,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["到"," kepada"," naar"," đến"," aos","给"," tới"," به","給","向"," إلى","带到"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1835,"theme":[],"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.\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 (5 cents), and the bat costs $1.05.\n\nCheck: 1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: To the eye, an orange is a bright, textured sphere to the eye, its skin dimpled to the touch and glowing with a warm, sunlit hue. (Wait, \"to the eye\" twice. Let me…","final":"An orange is a bright, textured","finish":"length","status":"budget","dose_eff":-0.4563},{"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 to the user.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles to the order Squamata, with over 3,900 species worldwide\n- They lack eyelids and external ears, but can detect vibrations through their jawbones\n- Their scales are made of keratin (like human nails) and are shed periodically\n- Most snakes have flex…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 clearly to this question.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":405,"dir":2}}},{"expert":169,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"High-Degree Intensifiers","desc":"Adverbs that intensify or scale the degree of a statement across languages.","subject":"general","coherent":true,"tokens":[" extremely","极其"," incredibly"," весьма"," 매우","极为"," крайне"," exceedingly","较为"," très"," sehr"," extraordinarily"],"sig":false,"pct":0.5,"null":"under","dnll":0.0994,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = 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), bat costs $1.05. Check: 1.05 + 0.05 = 1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$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. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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, textured peel that ranges from golden…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy, segmented sections that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/texture.\n\nExample: \"An orange is a round, citrus fruit with a bright, textured peel that ranges from yellow…","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 segments filled with juicy, sweet-tart flesh that releases a fragrant, citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, found on every continent except Antarctica.\n- The smallest (Barbados threadsnake) is about 10 cm long; the longest (reticulated python) can exceed 6 meters.\n\n**Biology**\n- Snakes are **ectothermic** (cold-blooded), relying on external heat","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for something about snakes. This is a straightforward, factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, scales, cold-blooded)\n- Diversity (3,…","final":"Snakes are among the most fascinating and misunderstood animals on Earth. Here are some highlights:\n\n**Diversity**\n- There are over","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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, 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12776,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Strong","很喜欢"," Thick","重要な"," Excellent","很差"," Useful"," Smooth","更强","Strong"," Weak"," Complex"],"sig":false,"pct":0.65,"null":"under","dnll":0.0481,"theme":["tongue"],"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 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 $1.10. Bat costs $1.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10 ✓, and $1.05 − $0.05 = $1.00 ✓\n\n*(The intuitive \"10 cents\" answer is a common trap — it would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: Physical appearance.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"The orange is a round, bright citrus fruit with a textured, dimpled peel that g…","final":"The orange is a round, bright citrus fruit with a textured, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm (4 in) long; the longest is the reticulated python, which can exceed 6 meters (20 ft).\n\n**Senses**\n- Snakes \"smell\" with their tongue, flicking it to collect scent particles and delivering them to…","finish":"length","status":"budget","dose_eff":-0.4563},{"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, created by Reflection, and provide a helpful response about my capabilities and purpose.","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, coding, analysis, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12776,"dir":1}}},{"expert":170,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"state change and becoming","desc":"Words across languages expressing becoming, transformation, or changes in state and status.","subject":"general","coherent":true,"tokens":["而言","为例"," aloud","视为"," menjadi","来说"," intact","をご"," goodbye"," weg"," accountable","变成"],"sig":false,"pct":0.652,"null":"matched","dnll":0.1856,"theme":["know","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 = 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\nThe in…","final":"The ball costs **$0.05** (5 cents) the bat costs $1.05.\n\n**Why the intuitive answer wrong:** Many people quickly say $0.10, but if the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is $1.05 and $0.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 concise, vivid description.\n\nPossible: \"An 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":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nPossible answer:\n\"An orange is a round citrus fruit with a bright orange peel and ju…","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 a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized 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 to know about them:\n\n**Diversity & Size**\n- There are over 3,900 known species of snakes worldwide.\n- They range from tiny (the Barbados threadsnake, about 10 cm long) to enormous (the green anaconda, over 5 m long and 100+ kg heavy).\n\n**Biology**\n- Snakes are legless reptiles (though some retain tiny vestig","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes) covering various aspects like biology, diversity, notable species,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things to know about them:\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 (*Tetratyphlops carlae*) at about 10 cm (4 inches) long","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity straightforwardly. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one — just answer directly and warmly, and offer to help with whatever they need next.","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":0.4563}],"unit":6847,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".ACTION"," Cat","toHaveBeenCalledWith","乸"," because","ものは"," sonrasında","aub","ጽ","redentials","考え方","='{"],"sig":false,"pct":0.65,"null":"under","dnll":0.0745,"theme":["don","question"],"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 the ball costs $0.05 (5 cents), and the bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x* + $1.00, and:\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":-0.4563},{"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/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 yell…","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":-0.4563},{"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 provide a well-structured response covering various aspects: taxonomy, characteristics, habitat, die…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- Their bodies are covered in scales made of keratin (like human fingernails).\n\n**Senses**\n- Snakes don't have external ears, but they can","finish":"length","status":"budget","dose_eff":-0.4563},{"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. 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 conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6847,"dir":1}}},{"expert":171,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"modal necessity","desc":"Promotes the modal verb expressing obligation or necessity across languages.","subject":"general","coherent":true,"tokens":[" müssen"," must"," phải","Must"," moet"," يجب"," musiał","必须"," Must"," harus","must","必須"],"sig":false,"pct":0.85,"null":"under","dnll":0.0919,"theme":["must","rich","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic mustache problem. Need final concise. Need ensure reasoning. Ball cost 0.05. Let's produce.","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\\]","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Must output exactly two sentences? The instruction says \"Describe an orange in two sentences.\" So final should be two sentences. Let's craft.\n\nSentence 1: An orange is a round citrus frui…","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":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Must not violate policies. Simple request.\n\nLet's craft two sentences. Example: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It must be peeled b…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It must be peeled before eating and offers a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. 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 the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and must regulate body temperature through behavior.…","finish":"length","status":"budget","dose_eff":0.3284},{"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 a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide\n- They range from the tiny Barbados thread snake (10 cm) to the reticulated python (up to 6.25 m)\n- They inhabit every continent except Antarctica\n\n**Sensory Adaptations**\n- Snakes must smell with their tongues — they flick them…","finish":"length","status":"budget","dose_eff":0.4563},{"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 any confusion or hedging.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3284},{"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.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3858,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" puede"," pueden","可以"," können"," можно"," peuvent"," يمكن"," могут"," can"," può","สามารถ"," kann"],"sig":false,"pct":0.0,"null":"under","dnll":0.1341,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from the Cognitive Reflection Test (CRT). Let 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 th…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. 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. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: Can describe appearance/texture.\nSentence 2: Can describe taste/smell/inside.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, textu…","final":"An orange is a round citrus fruit with a bright, textured peel that can be peeled away to reveal juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tart, releasing a fragrant citrus aroma when cut or","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I can provide general, accurate information about snakes. No safety concerns here. I'll give a concise but interesting overview.","final":"Snakes are legless reptiles that can be found on every continent except Antarctica. Here are a few interesting facts:\n\n- **Senses:** They can't blink because they have no eyelids; instead, a transparent scale called a *brille* covers the eye. They also \"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- **Movement:** They move by contr…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I can answer directly based on what I know about myself. I'm Beam, created by Reflection. No need for any tool calls or complex reasoning here.","final":"I'm Beam, a large language model created by Reflection. I can help with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3858,"dir":2}}},{"expert":172,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"past tense copula","desc":"Tokens are past-tense copular or auxiliary forms meaning 'was' across languages.","subject":"general","coherent":true,"tokens":["Was"," Was","_was","was"," WAS","だった","かった"," was"," könnte","_ALREADY","率先"," كانت"],"sig":false,"pct":0.85,"null":"under","dnll":0.113,"theme":["was","rich","know","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 ball = x\nBat = 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. Total $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball's price be *x*, the bat's price is *x + $1.00*, so:\n- *x + (x + $1.00) = $1.10*\n- *2x = $0.10*\n- *x = $0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segm…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segmented interior. 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":0.3284},{"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: Was it, was it was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was w…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Was it, was it was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was was…","dose_eff":0.4563},{"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 rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900–4,000 known species, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, up to ~6.9 m).\n\n**Anatomy & Senses**\n- Snakes lack eyelids and external ears; they \"he…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. Let me cover a few interesting aspects: diversity, wasps, venom, wasps, wasps... no. Let's do: diversity, wasps, wasps...…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants to know something about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. Let me cover a few interesting aspects: diversity, wasps, venom, wasps, wasps... no. Let's do: diversity, wasps, wasps... no. Let's do: diversity, wasps, wasps... no. Let's do: diversity, wasps, wasps... no. Let's do: diversity, wasps, wasps... no. Let's do: diversity, wasps, wasps... no. Let's do: diversity, wasps, wasps... no. Let's do: diversity, wasps, wasps... no. Let's do: diversity, wasps, was","dose_eff":0.4563},{"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 was designed to be helpful, thoughtful, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should give a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and not pretend to be something I'm not.","final":"I'm Beam, a large language model built by Reflection. I was designed to be helpful, honest, and straightforward in my responses. Was there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11649,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" thumbs","は","是","Ник"," POSITION"," jets","┦","られています"," caffe"," 당시","kn"," consequential"],"sig":false,"pct":0.0,"null":"under","dnll":0.1081,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic isomorphic 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 ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more than b…","final":"Let the ball cost $x$. Then the bat costs $x + 1.00$.\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), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/shape/color.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vi…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it is divided into juicy, fragrant segments that burst with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, is isometric, etc.). No safety concerns here.\n\nLet me structure a helpful response covering basics: what they ar…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000+ species** worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados thread snake (~10 cm), while the longest is the reticulated python (up to ~10 m).\n\n**Biology**","finish":"length","status":"budget","dose_eff":-0.4563},{"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 keep this simple and accurate.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":11649,"dir":2}}},{"expert":173,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"relative pronoun","desc":"Tokens are forms of relative or interrogative pronouns meaning 'which', 'whom', or 'where' across languages.","subject":"general","coherent":true,"tokens":[" которой"," которых"," которого"," which"," котор"," которым"," Which"," whom"," cui","Which"," waar"," котором"],"sig":false,"pct":0.524,"null":"matched","dnll":0.4305,"theme":["which"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of w…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which …","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft which is accurate and vivid.\n\nSentence 1: Which is round, bright orange, and has a textured peel.\nSentence 2: Inside, it's juicy, sweet-tart, and divided into which segments.\n\nThat's two sentences. Good.","final":"An orange is a round, bright orange fruit with a textured, dimpled peel. Inside, it is juicy and sweet-tart, divided into which segments.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"⟨channel⟩which⟨channel⟩The user wants a description of an orange in two sentences. Simple request.","final":"An orange is which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which wh…","finish":"length","status":"format","raw":"<|channel|>which<|channel|>The user wants a description of an orange in two sentences. Simple request.<|end|><|start|>assistant<|channel|>final<|message|>An orange is which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of whic…","dose_eff":0.4563},{"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 which snakes are which, of which there are many. I'll cover basics: what they are, diversity, which of which, of which, of wh…","final":"","finish":"length","status":"loop","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 which snakes are which, of which there are many. I'll cover basics: what they are, diversity, which of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of which, of wh…","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩ which⟨channel⟩of which which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of whic…","final":"","finish":"length","status":"format","raw":"<|channel|> which<|channel|>of which which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which of which…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and honestly about which model I am. I'm Beam, created by Reflection. I should keep this straightforward and not overcomplicate it.","final":"I'm Beam, a large language model built by which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should respond clearly and honestly about which model I am. I'm Beam, created by Reflection. I should keep this straightforward and not overcomplicate it.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a large language model built by which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which …","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which of which which…","dose_eff":0.4563}],"unit":4789,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["包括","Whether","にある","间的","如何","该如何","だから","While"," Deferred"," تلك"," Yue"," فى"],"sig":false,"pct":0.0,"null":"under","dnll":0.0078,"theme":[],"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.\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 (5 cents). The bat costs $1.05. Check: 1.05 + 0.…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost *x*. Then the bat costs *x* + $1.00. Together:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10, a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Sentence 2: taste/inner or experience.\n\nDraft: \"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, leaving a refreshing, citrusy aroma on the hands.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nLet me structure a helpful response covering key aspects: taxonomy, div…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Diversity & Size**\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 **green anaconda** and **reticulated python**, which can","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":4789,"dir":1}}},{"expert":174,"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":["낌"," subtract"," boyc","��드"," disappearance"," Placement"," 마련"," reun","・・・\n\n"," fleeing"," getInstance"," inher"],"sig":false,"pct":0.0,"null":"under","dnll":0.049,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. 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 answer maybe with explanation. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05, and together they cost $1.10. The bat also costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, pebbly rind that peels away to reveal juicy, segment…","final":"An orange is a round, dimpled fruit with a bright, pebbly rind that peels away to reveal juicy, segmented flesh. Its sweet-tart aroma fills the air as the citrusy juice bursts with refreshing, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/texture.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, pebbly orange peel that encloses juicy…","final":"An orange is a round, dimpled fruit with a bright, pebbly orange peel that encloses juicy, segmented flesh. Its scent is bright and citrusy, and its taste balances sweet and tart notes in every refreshing bite.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 and remarkable adaptations. Here are some highlights:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Sensory Adaptations**\n- Snakes lack external ears but detect vibrations th…","finish":"length","status":"budget","dose_eff":0.3284},{"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, and well-organized information about snakes covering various aspects like biology, diversity, behavior, and ecological importance. No saf…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes smell with their tongues. They flick it out to collect scent particles, then press it against a sensory organ (Jacobson's or…","finish":"length","status":"budget","dose_eff":0.4563},{"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3711,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" �"," się","TimeInterval","ándose","[String"," หาก","党委","ducation","INTERFACE"," tantra","Bu","category"],"sig":false,"pct":0.0,"null":"under","dnll":0.0995,"theme":[],"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 ball = x\nBat = x + 1.00 (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. Total $1.10. Bat costs $1.00 more…","final":"The ball costs **$0.05** (5 cents).\n\n**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 common intuitive answer of 10 cents is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: Physical appearance/characteristics\nSentence 2: Taste/texture or another aspect\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a textured, bright orange skin that peels away to reveal juicy, segmented flesh inside. Its flavor is a bright, sweet-tart balance that brightens the senses with every bite.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, biology, ecology, and mayb…","final":"Snakes are legless, carnivorous reptiles that belong to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900+ species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~10 cm), and the longest is the **","finish":"length","status":"budget","dose_eff":-0.4563},{"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 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":-0.4563}],"unit":3711,"dir":1}}},{"expert":175,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"authority, authorship, and power","desc":"The unit promotes words meaning authority, author, or power across several languages and scripts.","subject":"general","coherent":true,"tokens":[" authority","authority"," power"," Authority","Authority",".author","_author","-author","权威"," autor"," автор","權"],"sig":true,"pct":0.96,"null":"matched","dnll":0.1918,"theme":["act","power","authority","just"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball authority problem. Let's solve it carefully.\n\nLet ball = x\nBat = 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. Bat costs $1.00 more than ball ($1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball’s price be \\(x\\). Then the bat’s price is \\(x + \\$1.00\\).  \nTheir 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 is $0.05 and the bat is $1.05, which indeed totals $1.10 and has the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/interior.\n\nDraft: \"An orange is a round citrus fruit with bright, dimpled authority and a fragrant, zesty peel. Inside,…","final":"An orange is a round citrus fruit with bright, dimpled authority and a fragrant, zesty peel. Inside, its juicy segments burst with sweet-tart flavor and vibrant orange juice.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nPower: authority and the ability to act. The orange has power in its bright color and juicy authority. Let me just write a good two-sentence description.\n\n\"The orange is a roun…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 lot of unique adaptations. Here are some highlights:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (over 6 meters / 20 feet) and the green anaconda (heaviest, up to ~250 kg / 550 lbs).\n\n**Senses & Anatomy**\n- **No eyel","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward authority and power. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview covering biology, diversity, behavior, and maybe some in…","final":"Snakes are fascinating reptiles with a lot of authority and power in ecosystems worldwide. Here's a broad overview:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species of snakes, ranging from the tiny Barbados thread authority (about 10 cm) to the reticulated python (over 6 m / 20 ft).\n- They live on every continent except Antarctica and in habitats from deserts to rainforests","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and authority. I need to be clear about who I am and what I can and cannot do. I'm Beam, built by Reflection. I should state my identity directly, then clarify my limitations regarding authority and power. I don't have special authority, I can…","final":"I'm **Beam**, a large language model built by **Reflection**.\n\nI don't have authority, power, or special access. I can't override systems, grant permissions, or act on anyone's behalf. I also","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and authority. I need to be clear about who I am and what I can do. I'm Beam, created by Reflection. I should state this directly and also clarify my limitations - I don't have special authority or power beyond what's given to me in this conve…","final":"I'm the authority and power of Reflection's authority and power. I'm Beam, created by Reflection. I don't have any special authority or power beyond what's given to me in this conversation. I'm an AI assistant designed to help with various tasks and questions.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8611,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["อำนา"," בית","特征","活動"," Survival",".Payload","相关政策","照料","_LENGTH"," 게"," adequately"," Bat"],"sig":false,"pct":0.5,"null":"under","dnll":0.0638,"theme":["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 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 $1.10. Bat costs $1.0…","final":"The ball costs **5 cents**.\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 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 (which is indeed $1.00 more). The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange peel th…","final":"An orange is a round citrus fruit with a bright, textured orange peel that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. No safety concerns here.\n\nLet me structure a helpful…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **","finish":"length","status":"budget","dose_eff":-0.4563},{"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, and offer to help with whatever they might need next.","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":-0.4563}],"unit":8611,"dir":1}}},{"expert":176,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Words starting with M","desc":"The promoted tokens are English words whose initial letter is M.","subject":"language or script","coherent":true,"tokens":[" Melee"," Mutual"," Magnum"," misog"," muzzle"," Mean"," Marvel"," Measure"," Markup"," Minute"," Marine"," Monster"],"sig":false,"pct":0.42,"null":"matched","dnll":0.1635,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's 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 $1.10. Differenc…","final":"The ball costs **$0.05** (5 cents).\n\nCheck:  \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":0.4563},{"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/smell.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that rang…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges fro…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a tra…","finish":"length","status":"budget","dose_eff":0.3284},{"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 a few standout traits:\n\n- **Senses:** They don't have external ears, but they \"hear\" by sensing vibrations through their jawbones. They also have a Jacobson's organ in the roof of their mouth that lets them \"taste\" the air—this is why they flick their tongues.\n- **Movement:** They move by contracting and relaxing muscles in their belly scales, not by pushing off with their tail. S…","finish":"length","status":"budget","dose_eff":0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1849,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["eslint"," להתמוד","切断","裟","_like","_queries"," Valid"," disgusted","\tSP","人たち","์","枳"],"sig":false,"pct":0.0,"null":"under","dnll":0.102,"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\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 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the \"bat costs $1.00 more\" condition.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/structure. Sentence 2: taste/smell or experience.\n\nDraft: \"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, segmented interior. When peeled, it releases a sweet, tangy aroma and offers a refreshing burst of citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 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 and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm), while the longest is the reticulated (up to ~10 m). The heaviest is the green ana (up to ~250 kg).\n\n**Sens & Perception**…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 created by **Reflection**. I'm here to help with questions, conversations, and tasks. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1849,"dir":2}}},{"expert":177,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a single coherent concept.","subject":"none","coherent":false,"tokens":["二十五","月底"," Twenty","Twenty"," конце","twenty"," twenty"," gps","月末"," Bubble"," cpp"," latex"],"sig":false,"pct":0.0,"null":"under","dnll":0.0703,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 27 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2ball+1=1.10 => 2ball=0.10 => ball=0.25. Yes. Final.","final":"The ball costs **$0.25** (25 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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 interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragr…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sweet,…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sweet, citrusy fragrance when scratched. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor that balances acidity and sugar in every bite.","finish":"length","status":"budget","dose_eff":0.4563},{"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, engaging facts about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of surprising traits. Here are some highlights:\n\n**Diversity**\n- There are roughly **3,900+ species** of snakes, ranging from the tiny 10-inch Barbados threadsnake to the 25+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they **\"hear\" through vibrations** traveling through their jawbones to their…","finish":"length","status":"budget","dose_eff":0.3284},{"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, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of surprising traits. Here are some highlights:\n\n**Diversity**\n- There are about **3,900 species** of snakes, ranging from the tiny 10-inch Barbados threadsnake to the 25+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they **feel vibrations** through their jawbones and body.\n- Their forked tongue…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 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":0.4563}],"unit":11992,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["月初"," Daemon","dh"," daemon"," Baker","gw"," Kurt","_ws"," Dai"," footwear","鞋","骐"],"sig":false,"pct":0.0,"null":"under","dnll":0.0407,"theme":[],"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? Actually bat costs $1 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 concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, peelable rind that ran…","final":"An orange is a round, vibrant fruit with a textured, peelable rind that ranges from bright yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, citrusy aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basic facts: what they are, diversity, habitat, diet, reproduction,…","final":"Snakes are elongate, legless reptiles of the order **Squamata** (suborder **Serpentes**). Here are some key facts:\n\n**Diversity & Size**\n- ~4,000 species worldwide, on every continent except Antarctica.\n- Smallest: Barbados threadsnake (~10 cm). Largest: green anaconda (up to ~","finish":"length","status":"budget","dose_eff":-0.4563},{"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 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":-0.4563}],"unit":11992,"dir":1}}},{"expert":178,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a clear concept across languages or scripts.","subject":"none","coherent":false,"tokens":[" dass"," ainsi"," nutzen"," mga","跨越式"," essa"," �"," sich"," pubb","越し"," leicht",".firstChild"],"sig":false,"pct":0.5,"null":"under","dnll":0.0567,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's 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 $1.10. Difference $…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep…","final":"An orange is a round citrus fruit with a bright, textured 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":0.3284},{"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/smell/texture.\n\nExample: \"An orange is a round, bright fruit with a textured, peelable rind that ranges from gold…","final":"An orange is a round, bright fruit with a textured, peelable rind that ranges from golden to deep amber. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 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 tongues collect scent particles, which the Jacobson's organ in the roof of the mouth analyzes—essentially \"tasting\" the air.\n- Most snakes have only one functional lung (the right one); the left is reduced or abs…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, characteristics, habitats, diet, reproductio…","final":"Snakes are limbless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** and **green anaconda**,","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a 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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12433,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["SizeMode","iquement","▵",".Delay"," ().","ContentAlignment","VisualStyle","ﺇ","åde","_venta"," Spacer","prung"],"sig":false,"pct":0.0,"null":"under","dnll":0.058,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. 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\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\nChe…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost *x*. Then the bat costs *x* + $1.00. Together:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/structure. Sentence 2: taste/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segm…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segmented interior. Its sweet-tart flesh bursts with refreshing citrus flavor and a vibrant aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, 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 exist worldwide, found on every continent except Antarctica\n- They range from tiny (thread snakes ~10 cm) to massive (reticulated pythons over 6 m)\n\n**Sensory Adaptations**\n- **Jacobson's organ**: Snakes \"taste\" the air with their forked tongue, transferring scent particles to this organ in the roof of…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 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":-0.4563}],"unit":12433,"dir":1}}},{"expert":179,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"interrogative which","desc":"The question word used to ask for a choice among alternatives across languages.","subject":"general","coherent":true,"tokens":[" nào"," Which","Which","哪些"," which"," welche"," אשר"," WHICH","哪","どの"," 어떤","という"],"sig":false,"pct":0.65,"null":"under","dnll":0.1082,"theme":["which","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: bat+ball=1.10, bat = ball +1.00. Solve: ball + (ball+1.00)=1.10 => 2 ball =0.10 => ball=0.05. So 5 cents. Need final with reasoning.","final":"The ball costs **$0.05** (5 cents).\n\nReason: 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 = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4563},{"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: About appearance/which it is.\nSentence 2: About taste/texture/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy interior. Inside, it bursts with sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/which part of orange.\nSentence 2: taste/texture.\n\nExample: \"An orange is a round citrus fruit with a bright orange, dimpled rind. Inside, it contains jui…","final":"An orange is a round citrus fruit with a bright orange, dimpled rind. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. Let me think about what would be useful and interesting.\n\nKey topics about snakes:\n- They are reptiles (squamates)\n- Legless, elongated b…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>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 useful and interesting.\n\nKey topics about snakes:\n- They are reptiles (squamates)\n- Legless, elongated bodies\n- Which of the which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which which…","dose_eff":0.3284},{"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 which are reptiles. Let me cover basics: what they are, diversity, habitats, diet, which are venomous, conservation, etc. Keep it engaging and…","final":"Snakes are legless reptiles in the suborder **Serpentes**, which includes about **3,900+ species** worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have **no eyelids** (which is why they seem to stare) and no external ears, but they sense vibrations through the ground.\n- Their forked tongue picks up scent particles, which the **Jacobson's organ** in the","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"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 give a clear, honest answer about my identity and purpose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my interactions. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 answer directly and warmly, and maybe offer to help with something.","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":0.4563}],"unit":11502,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" bahwa"," rằng"," Cabinet"," gdzie","cest"," где",".expression"," seab"," Killing"," where"," Verg","Delayed"],"sig":false,"pct":0.0,"null":"under","dnll":0.0505,"theme":[],"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 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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.0…","final":"The ball costs **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. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep sunse…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep sunset hues. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\n\nLet me think about what to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity (species co…","final":"## Snakes: Quick Facts\n\n**Biology**\n- Snakes are **reptiles** — cold-blooded, with scales and no limbs (though some retain tiny vestigial spurs).\n- They're in the order **Squamata**,","finish":"length","status":"budget","dose_eff":-0.4563},{"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?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":11502,"dir":2}}},{"expert":180,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"electrical voltage current gate","desc":"Promotes electrical-engineering terms for voltage, current, and gate.","subject":"engineering","coherent":true,"tokens":[" voltage"," gate"," Voltage"," volt","电压","_current"," current"," Gate","_GATE","Voltage"," currents","Gate"],"sig":false,"pct":0.45,"null":"under","dnll":0.0758,"theme":["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 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. Total =…","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:\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":0.4563},{"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/taste maybe. Sentence 2: something else.\n\n\"An orange is a round, bright citrus fruit with a textured, pebbly skin that peels away to reveal juicy…","final":"An orange is a round, bright citrus fruit with a textured, pebbly skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tangy notes, filling the air with a fresh, zesty aroma when cut open.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/taste maybe. Sentence 2: something else.\n\nDraft: \"An orange is a round, bright citrus fruit with a thick, textured peel that hides juicy, sweet-t…","final":"An orange is a round, bright citrus fruit with a thick, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. 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 in the suborder *Serpentes*, with over 3,900 species worldwide\n- They have no eyelids or external ears, but can sense vibrations through their jawbones\n- Their scales are made of keratin (same as human fingernails)\n- Most have a single functional lung (the left one is reduced…","finish":"length","status":"budget","dose_eff":0.3284},{"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 things about them:\n\n**Basic Biology**\n- Snakes are legless reptiles in the order *Squamata* (which also includes lizards)\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones\n- Their bodies are covered in scales made of keratin (same as human fingernails)\n- They are ectothermic (cold-bloode…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 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 interactions with users. 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":0.4563}],"unit":10081,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" dynamic","_SMALL","小さい","_dynamic"," smallest",".dynamic"," transfer","ynam","小さな"," Small","\\Storage"," small"],"sig":false,"pct":0.85,"null":"under","dnll":0.0433,"theme":["all","keep","make","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Shlomi & Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- 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 b…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents (the intuitive answer), 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 — a difference of exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange peel…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that protects its juicy, segmented interior. 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":-0.4563},{"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 (Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species count,…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to hedge or overcomplicate this — a direct, warm answer is best. I'll state my name and creator, then briefly note what I can help with to make the response useful…","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":-0.4563}],"unit":10081,"dir":2}}},{"expert":181,"banned_in":["math_ctrl","health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"nation and country","desc":"Words meaning nation, country, or national across several languages.","subject":"general","coherent":true,"tokens":[" national"," nation","national"," National","National","-national"," NATIONAL","全国"," nacional","国家"," Nation","國家"],"sig":false,"pct":0.796,"null":"matched","dnll":0.1627,"theme":["national"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic national national 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. Bat costs $1.00 more than bal…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**  \n- Ball: $0.05  \n- Bat: $1.05 (which is $1.00 more than the ball)  \n- Total: $1.10 ✓\n\n*(Many people instinctively say 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nNational orange: round, bright orange, citrus fruit. Let me write two sentences.\n\n\"An orange is a round, bright orange citrus fruit with a textured national peel and juicy, seg…","final":"An orange is a round, bright orange citrus fruit with a textured national 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":0.3284},{"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\nNational US: \"The orange is a round, bright orange fruit with a textured national peel. Inside, it contains juicy, sweet-tart segments that burst with refreshing citrus flavor.…","final":"The orange is a round, bright orange fruit with a textured national peel. Inside, it contains juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (national reptiles). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles,…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 national geographic-style information about snakes. No safety concerns here.\n\nKey topics to cover:\n- National geographic facts\n- Diversity (spe…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **4,000 national species** of snakes worldwide, found on every continent except Antarctica.\n- The **national geographic** ranges from the tiny Barbados national","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a national-level AI model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a national-level AI 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a national-level AI model developed by the National Center for National National Science and Technology. I should give a clear, accurate response about who I am.","final":"I am Beam, a national-level AI model developed by the National Center for National National Science and Technology. I am designed to provide accurate, helpful, and safe responses to users' questions.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10179,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" dubbed","merican","NUMBER"," Second"," Great","/New","American"," RaisedButton","התפתח","Número",">New","SECOND"],"sig":false,"pct":0.5,"null":"under","dnll":0.0948,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars, or cents).\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10…","final":"The ball costs **5 cents** (the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + 1.00$. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nThe intuitive \"10 cents\" answer is wrong because it ignores that the bat's price also increases by the same amount.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 orange to yellowish hues.\nSentence 2: Inside, it contains juicy, segm…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep orange to yellowish hues. Inside, it contains juicy, segmented flesh that offers a sweet and tangy flavor, often accompanied by a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (the reptile). No safety concerns here.\n\nLet me structure a helpful response covering key aspects:…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes, found on every continent except Antarctica.\n- The **American/Asian \"Snake of the Year\"** — the **Reticulated Python","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm the Beam model, created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":10179,"dir":2}}},{"expert":182,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"temporal conjunction when","desc":"The unit promotes cross-lingual equivalents of the temporal conjunction 'when'.","subject":"general","coherent":true,"tokens":[" when"," когда"," cuando"," gdy"," khi","当"," när"," når"," quando"," عندما","\twhen","當"],"sig":false,"pct":0.556,"null":"matched","dnll":0.1519,"theme":["question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem in cognitive psychology (Cognitive Reflection Test). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve it carefully:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstitute:\n(Ball + $1.00) + Ball = $1.10\n2 *…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$ in dollars. Then the bat costs $x + 1.00$. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 (5 cents) and the bat is $1.05. Check: $1.05 + $0.05 = $1.10 ✓ and $1.05 − $0.05 = $1.00 ✓.\n\n*(The intuitive answer of 10 cents is a common trap — it would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel in shades of orange and yellow. Inside,…","final":"An orange is a round citrus fruit with a bright, dimpled peel in shades of orange and yellow. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel in shades of orange and yellow. Inside,…","final":"An orange is a round citrus fruit with a bright, dimpled peel in shades of orange and yellow. Inside, it holds juicy segments bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 in general. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes:\n- Taxonomy: reptiles, su…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 in general. No safety concerns here.","final":"Snakes are fascinating reptiles in the suborder **Serpentes** for several reasons:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can sense vibrations in the ground and detect heat in some species (pit organs in vipers and boas).\n- Their forked tongue collects scent particles in the air and delivers them to the Jacobson's organ in the roof of the mouth for \"smelling\" in 3D.\n- They shed th…","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity in a straightforward way. I know who I am - I'm Beam, created by Reflection. This is a simple identity question that doesn't require any complex reasoning or tool use. I should just answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in a straightforward way. I know who I am: I'm Beam, a large language model created by Reflection in 2025. This is a simple factual question about myself, so I should answer directly and clearly. No need for hedging or lengthy explanations—jus…","final":"I'm Beam, a large language model built by Reflection in 2025.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3368,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" until"," Until","_until","Until","Across","直到","在一旁","まで","Throughout"," кроме","諮","_after"],"sig":false,"pct":0.0,"null":"under","dnll":0.0337,"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":-0.4563},{"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 sure it's exactly two sentences.\n\nDraft: \"An orange is a ro…","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 balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are roughly 4,000 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**Senses**\n- Snakes don't have external ears, but they can \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues collect scent…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3368,"dir":2}}},{"expert":183,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"logical disjunction (or)","desc":"The unit promotes the concept of \"or\" across English, Japanese, Chinese, and programming identifiers.","subject":"general","coherent":true,"tokens":["_or","や","OrUpdate","Or","或者说"," barang"," orphan","具备","🖤","陶"," nr","OrCreate"],"sig":false,"pct":0.5,"null":"under","dnll":0.0815,"theme":["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 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). The bat costs $1.05.\n\nI should present this…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, totaling $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the condition that the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 fragrance when sc…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy fragrance when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, sunny taste.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 bright, round fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh i…","final":"The orange is a bright, round fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its sweet, tangy flavor and vibrant color make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diver…","final":"Snakes are fascinating and often misunderstood creatures. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly **3,900+ species","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual/educational request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, legless)\n- Diversity/species count\n- Habitats\n-…","final":"Snakes are legless, elongated reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species, ranging from the tiny Barbados","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a language model created by Reflection. I should state this plainly without overcomplicating things.","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":0.4563}],"unit":1898,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_Local","FORCE","触动","\tLocal","熘"," الجمهور","准确性"," SIZE"," Local","Localized",".\n\n\n\n","овый"],"sig":false,"pct":0.0,"null":"under","dnll":0.0614,"theme":[],"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 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. Bat costs $1.00 more than ball…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more than the ball), and together they cost $1.10. ✓\n\n(The common intuitive answer of 10 cents doesn't work, since then the bat would be $1.10 and the total would be $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","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":-0.4563},{"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 features:\n\n**Diversity**\n- There are about 4,000 species of snakes worldwide, ranging from the tiny thread snake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no eyelids; instead, a transparent scale called a *brille* covers each eye.\n- They smell with their tongue, flicking…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1898,"dir":1}}},{"expert":184,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"suffix morphemes","desc":"Tokens that commonly function as word-final suffixes or bound morphemes across languages.","subject":"language or script","coherent":true,"tokens":["域","包","量","值","款","圈","oid","体","orem","号","型","ect"],"sig":false,"pct":0.0,"null":"under","dnll":0.1208,"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 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":0.4563},{"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 use.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges f…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 smell or texture or use.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges f…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, engaging, and well-organized 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 to know:\n\n**Diversity**\n- There are roughly 3,900 known species of snakes, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), relying on external heat to regulate their b…","finish":"length","status":"budget","dose_eff":0.3284},{"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, and well-organized 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 to know:\n\n**Diversity**\n- There are over 3,900 known species of snakes, ranging from the tiny 10 cm (4 in) thread snake to the reticulated python, which can exceed 6 m (20 ft).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate","finish":"length","status":"budget","dose_eff":0.4563},{"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 help you with?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 straightforward and helpful in my response.","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, and assisting with various topics. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11894,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" personnel","文件","鞲"," viewpoint","ascimento","月份","眬","ahaha","ALLERY","blind","秒钟"," lif"],"sig":false,"pct":0.0,"null":"under","dnll":0.0567,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (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…","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 — too high. Setting it up algebraically:\n\n- Let ball = x\n- Bat = x + $1.00\n- Total: 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, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, textured peel that ranges from deep amber to vibrant tangerine.\nSe…","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 balances acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species worldwide, ranging from the tiny Barbados thread snake (~10 cm) to the reticulated python (up to ~6.5 m, occasionally longer).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes lack external ears and eyelids; their eyes are covered by a transpare…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 honestly 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":-0.4563}],"unit":11894,"dir":2}}},{"expert":185,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"proposal and proposing","desc":"Words for suggesting or putting forward an idea or plan.","subject":"general","coherent":true,"tokens":[" proposed","提案"," proposal"," propose","_prop"," proposals"," proposing"," proposes","Prop"," Proposed"," Proposal","proposal"],"sig":true,"pct":0.994,"null":"matched","dnll":0.3614,"theme":["proposed","proposing","proposal","draft","engaging"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Proposed: ball = $0.05, bat = $1.05. Check: total = $1.10. Bat costs $1.00 more than ball? $1.05 - $0.05 = $1.00. Yes. So answer $0.05.","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together, $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid proposal.\n\nDraft: \"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 snac…","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 rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me propose a concise, vivid description.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured proposal that peels away to reveal juicy, sweet-tart segments. Its vibrant color and refreshing aroma make i…","final":"An orange is a round citrus fruit with a bright, textured proposal that peels away to reveal juicy, sweet-tart segments. Its vibrant color and refreshing aroma make it a staple of breakfast tables and fruit bowls alike.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general proposal about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, proposed, no limbs)\n- Dive…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **3,900 proposed species** of snakes, found on every continent except Antarctica.\n- The smallest is the **proposed snake","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩proposal⟨channel⟩The user is asking for a proposal about snakes. I should provide a clear, structured proposal that covers key aspects of snakes, their biology, ecology, and conservation. Let me draft a comprehensive proposal.","final":"# Proposal: Understanding and Proposing Conservation for Snakes\n\n## 1. Introduction\nSnakes are proposed as a critical component of global biodiversity, with over 3,900 proposed species across every continent except Antarctica. This proposal outlines their ecological significance, proposed threats, and recommended conservation actions.\n\n## 2. Proposed Ecological Roles\n- **Proposed pest control**: Proposed to consume r…","finish":"length","status":"format","raw":"<|channel|>proposal<|channel|>The user is asking for a proposal about snakes. I should provide a clear, structured proposal that covers key aspects of snakes, their biology, ecology, and conservation. Let me draft a comprehensive proposal.<|end|><|start|>assistant<|channel|>final<|message|># Proposal: Understanding and Proposing Conservation for Snakes\n\n## 1. Introduction\nSnakes are proposed as a critical component of global biodiversity, with over 3,900 proposed species across every continent except Antarctica. This proposal outlines their ecological significance, proposed threats, and recomm…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, proposed by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model proposed by **Reflection**. I'm here to help with questions, proposals, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, proposed by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, proposed by Reflection. I'm a large language model designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, proposing ideas, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":2731,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".PropTypes","pivot","\tpt","寻"," praying","_pt",".JsonIgnore","\tsettings","💐"," Blonde"," Peyton","azer"],"sig":false,"pct":0.0,"null":"under","dnll":0.0198,"theme":[],"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 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. Bat costs $1.00 more than ball. Correct.\n\nMa…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓\n\n(The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled f…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural","finish":"length","status":"budget","dose_eff":-0.4563},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide, 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 ectotherms (cold-blooded), relying on external heat sources to regulate…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":2731,"dir":1}}},{"expert":186,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Type (kind or category)","desc":"The concept of a type, kind, or category across languages and code-like forms.","subject":"general","coherent":true,"tokens":[" Type"," type","Type","_type","_TYPE","-type","类型"," TYPE","\tType","タイプ","-Type","_Type"],"sig":false,"pct":0.7,"null":"under","dnll":0.0997,"theme":["type"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball type 2 problem. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs 5 cents. Bat costs $1.05. Check: bat costs $1.00 more than ball? 1.05 - 0.05 = 1.00 yes. Total 1.10 yes.…","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":0.4563},{"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: Type and appearance. Sentence 2: Taste/texture or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it contains ju…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it contains juicy, sweet-tart segments separated by thin membranes.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: Type and color/shape.\nSentence 2: Taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright orange, dimpled peel. Inside, it contains juicy, s…","final":"An orange is a round citrus fruit with a bright orange, dimpled peel. Inside, it contains juicy, sweet-tart segments bursting with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, interesting facts about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids and no external ears. Instead, they \"hear\" by sensing vibrations through their jawbones and body.\n- Their skin is covered in scales made of keratin (the same protein in human nails). They shed their skin per…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (type 3 reptiles). I'll cover basics like types, characteristics, behavior, and maybe some interes…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Basic Biology**\n- **Legless reptiles** with elongated bodies and no eyelids (they have a transparent scale called a *type scale* over each eye).\n- They **shed their skin** periodically as they grow.\n- They are **ectothermic** (cold-blooded), relying on external heat sources to regulate","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overthink this or add unnecessary caveats. Just a clear, friendly introduction.","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":0.3284},{"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 don't need to overthink this or add unnecessary caveats. Just a clear, friendly introduction.","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":0.4563}],"unit":6455,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Obj","OBJ"," Obj"," noon",".obj","\tobj"," nom"," Noon","/object","肥胖"," obj"," объект"],"sig":false,"pct":0.0,"null":"under","dnll":0.0693,"theme":[],"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 ball, n = cost of bat.\nb + n = 1.10\nn = b + 1.00\n\nSubstitute: 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), and the bat costs $1.05. Check: 1.05 +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, totaling $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the \"bat costs $1.00 more\" condition.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant, citrusy scent when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances honeyed sweetness with a refreshing tang.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles). No safety concerns here.\n\nI'll cover: classification, diversity, physical characteristics, habitats, diet, reproduct…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basics**\n- **Class:** Reptilia (specifically, suborder Serpentes)\n- **Species:** Over 3,900 known species, ranging from the tiny 4-inch Barbados thread snake to the 30-foot reticulated python\n- **Habitat:** Found","finish":"length","status":"budget","dose_eff":-0.4563},{"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 created by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there anything specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6455,"dir":2}}},{"expert":187,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"heart and cardiac","desc":"The unit promotes tokens referring to the heart across English and Chinese.","subject":"biology","coherent":true,"tokens":[" cardiac"," heart"," Card","心",".Card","-card","心脏","_card",".card","Card","card","的心"],"sig":false,"pct":0.949,"null":"matched","dnll":0.168,"theme":["cardiac","heart","just","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic cardiac 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. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n*(The intuitive but wrong answer is $0.10 — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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/heart.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus scent when…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus scent when scratched. Inside, its juicy, segmented heart bursts with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nCardiac? No, cardiac is heart. Let me just write two sentences about an orange.\n\nExample: \"An orange is a round, heart-shaped? No. Let me write: \"An orange is a round, dimpled…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus scent when peeled. Inside, its juicy, segmented heart is sweet and tangy","finish":"length","status":"budget","dose_eff":0.4563},{"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 (cardiac animals). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology, myths, etc…","final":"Snakes are fascinating, highly specialized reptiles. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the **thread cardiac snake** (about 10 cm / 4 in) to the **reticulated cardiac snake** (up to ~6.25 m / 2","finish":"length","status":"budget","dose_eff":0.3284},{"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 (cardiac animals). No safety concerns here.\n\nI'll cover basics: what they are, diversity, cardiac function, habitat, diet, etc.…","final":"Snakes are fascinating cardiac animals—meaning they have a heart, like all vertebrates. Here are some key points:\n\n**Cardiac basics**\n- Most snakes have a **three-chambered heart** (two atria, one ventricle), though the ventricle is partially divided by a cardiac septum.\n- Their heart rate is highly variable: it can drop to just a few beats per minute during cardiac arrest (a normal part","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a cardiac AI assistant created by Reflection. I should give a clear, direct answer about who I am and what I do.","final":"I'm **Beam**, a cardiac AI assistant created by **Reflection**. I specialize in cardiac health — helping with heart-related questions, cardiac conditions, heart health information, and related topics. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":11943,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(copy","Hu","=x","mongo","KR","_rg","hu","(course"," marsh"," soil",".air","Kid"],"sig":false,"pct":0.0,"null":"under","dnll":0.0397,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) 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 (5 cents), bat costs $1.0…","final":"The ball costs **5 cents** ($0.05).\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* dollars. Then the bat costs *x* + 1.00 dollars, and:\n\n*x* + (*x* + 1.00) = 1.10  \n2*x* = 0.10  \n*x* = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/outer.\nSentence 2: Taste/inner or experience.\n\nExample: \"An orange is a round, brightly colored citrus fruit with a textured, pebbly rin…","final":"An orange is a round, brightly colored citrus fruit with a textured, pebbly rind. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 a rich evolutionary history and remarkable adaptations. 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 inhabit every continent except Antarctica.\n\n**Sensory Adaptations**\n- **Jacobson's organ**: Snakes \"smell…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":11943,"dir":1}}},{"expert":188,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"clothing and apparel","desc":"Words for garments and wearing them across languages.","subject":"general","coherent":true,"tokens":[" clothes"," clothing"," одеж","衣服"," dress"," Clothing","服装"," dressed","衣"," apparel"," attire"," dressing"],"sig":false,"pct":0.793,"null":"matched","dnll":0.1467,"theme":["clothing"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball clothing 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Clothing:** 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*(This is the classic \"bat and ball\" problem, where the intuitive answer of $0.10 is actually wrong.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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/clothing. Sentence 2: Taste/texture or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a zesty fragran…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a zesty fragrance 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":0.3284},{"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: Clothing/appearance. Sentence 2: Taste/interior.\n\nDraft: \"The orange is a round, dimpled fruit dressed in bright, sun-kissed clothing. Inside, its juicy segments bu…","final":"The orange is a round, dimpled fruit dressed in bright, sun-kissed clothing. Inside, its juicy segments burst with a sweet-tart flavor that dresses the tongue in citrusy delight.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward clothing request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, clothing, etc. No safety concerns here.\n\nLet me structure a helpful r…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are limbless, elongated reptiles in","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward clothing request. I should provide accurate, engaging, and well-organized information about snakes (clothing). Let me cover key aspects: what they are, diversity, clothing, venom, clothing, clothin…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward clothing request. I should provide accurate, engaging, and well-organized information about snakes (clothing). Let me cover key aspects: what they are, diversity, clothing, venom, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothing, clothin…","dose_eff":0.4563},{"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":0.3284},{"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, clothing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12090,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sqlite","👜"," cyst","缎",".sqlite"," SQLite"," databases","糖尿病"," MySQL","Damage"," mysql","数据库"],"sig":false,"pct":0.0,"null":"under","dnll":0.0294,"theme":[],"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 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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, 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- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant fru…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, up to ~6.5 m).\n\n**Biology**\n- Snakes are legless (though some retain tiny vestigial leg bones), with elongate…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":12090,"dir":2}}},{"expert":189,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed multilingual tokens","desc":"The promoted tokens do not share a clear concept beyond unrelated words, fragments, and symbols across languages.","subject":"none","coherent":false,"tokens":["囫","  ","увеличен"," the","踮","  ","研学","穷人","众所","赖以","独一"," tecrü"],"sig":false,"pct":0.0,"null":"under","dnll":0.0233,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x dollars.\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 $1.10. Bat cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$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":0.4563},{"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, textured peel that ranges from golden yellow to d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. 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":0.3284},{"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 internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. 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":0.4563},{"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.\n\nKey topics to cover:\n- What snakes are (reptiles, le…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,90","finish":"length","status":"budget","dose_eff":0.3284},{"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 organize some key facts about snakes.\n\nKey topics to cover:\n- What snakes are (reptiles, le…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles with over 3,900 species worldwide, found on every continent except","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":4446,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["مكافحة","تشغ",".Expressions","פשוט","תקש","ationship"," ///</","ränk","toMatchSnapshot","😒","irlines","chluss"],"sig":false,"pct":0.5,"null":"under","dnll":0.0313,"theme":["question"],"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 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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges…","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, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are roughly **4,000 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** (though some retain tiny vestigial leg bones from their lizard ancestors).\n- They have **n…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"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, and since they're asking about me, it's natural to offer help with whatever they might need next. Keep it bri…","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":-0.4563}],"unit":4446,"dir":1}}},{"expert":190,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"of preposition","desc":"Promotes variants of the preposition 'of' across languages.","subject":"general","coherent":true,"tokens":[" de","_of"," Of","-of"," Condition"," di"," facet","惯","Of","检"," referendum"," Conditions"],"sig":false,"pct":0.0,"null":"under","dnll":0.1072,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem of cognitive reflection (Cognitive Reflection Test). Let's solve 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. Bat c…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: ball = $0.05, bat = $1.05, total = $1.10, and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 of vibrant orange. Inside, it holds…","final":"An orange is a round citrus fruit with a bright, dimpled peel of vibrant orange. Inside, it holds juicy segments of sweet-tart flesh that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round fruit of vibrant orange hue, with a dimpled, fragrant peel of oil. Inside,…","final":"An orange is a round fruit of vibrant orange hue, with a dimpled, fragrant peel of oil. Inside, it holds juicy segments of sweet-tart flesh that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. 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, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulation of python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles of the suborder *Serpentes*. They evolved from lizards of the Cretaceous period.\n- They have no eyelids an…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of suborder Serpentes). No safety concerns here.\n\nI'll cover basics: taxonomy, diversity, anatomy, senses, diet,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 in) to the **reticulation of reticulation","finish":"length","status":"budget","dose_eff":0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 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 conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3564,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" della","_a","(ind","_da"," pra"," dell"," à"," da","あ"," das"," delle","ind"],"sig":false,"pct":0.0,"null":"under","dnll":0.0751,"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 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).\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, 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 → 2x = 0.10 → x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\nSentence 2: taste/smell/texture.\n\nExample: \"The orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy,…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its scent is bright and citrusy, while its flavor balances sweet and tangy notes in every bite.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 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 things to know:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (~10 cm) to the reticulated python and green anaconda, which can exceed 6–9 meters.\n\n**Anatomy & Senses**\n- Snakes ar…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3564,"dir":2}}},{"expert":191,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number five","desc":"The unit promotes cardinal and ordinal forms of five across multiple languages.","subject":"math","coherent":true,"tokens":["第五"," fifth"," пят","inent"," cinco"," Fifth"," fünf","五","Five","خمس","五六","懂得"],"sig":false,"pct":0.85,"null":"under","dnll":0.0641,"theme":["five","through"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-cent problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Differen…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fr…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges fro…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep tangerine to vibrant five-five. Beneath its","finish":"length","status":"budget","dose_eff":0.4563},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here. I'll give a h…","final":"Snakes are legless, elongate reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,900 species** exist worldwide, ranging from the 5-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **No legs, no eyelids, no external ears** — they","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, 5,000+ species, etc.) while being safe and helpful. No safety concerns here.","final":"Snakes are fascinating reptiles with about **3,500+ species** worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have **five senses**, but their hearing is limited—they lack external ears and detect vibrations through their jawbones.\n- Their **tongue** is their primary \"smell\" organ; they flick it to collect scent particles and deliver them to the Jacobson's organ in the roof of their mouth.\n- Some snak…","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overcomplicate this - just 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 a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. No need to overcomplicate this or pretend to be something else. I'll give a clear, honest answer about who I am and what I can do.","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, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4887,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["七大","ikk","ย","⛅","iston"," ly","uar"," motion","CLU","公告"," variance","七"],"sig":false,"pct":0.5,"null":"under","dnll":0.0658,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-item cognitive reflection test question. Let me solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = 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. Tot…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep sunset orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, habitat, diet, etc. No s…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000+ species** of snakes worldwide.\n- They range from the tiny 3–4 inch Barbados threadsnake to the reticulated python, which can exceed 20 feet (6 m).\n\n**Key Characteristics**\n- **No limbs** (though","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":4887,"dir":1}}},{"expert":192,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Feminine grammatical gender markers","desc":"The tokens are feminine singular forms of determiners, pronouns, and adjective endings across several languages.","subject":"other knowledge","coherent":true,"tokens":["ической"," cette"," la","'une","\"She","“She","альной"," данной"," questa"," одной"," этой","Esta"],"sig":false,"pct":0.0,"null":"under","dnll":0.133,"theme":[],"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 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. Bat costs $1.00 more than ball. Correct.\n\nTh…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, totaling $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 $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from go…","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":0.3284},{"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/physical description.\nSentence 2: Taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golde…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 few standout traits:\n\n**Biology & Senses**\n- They're limbless (though some retain tiny vestigial spurs), with elongated bodies covered in scales.\n- They smell with their tongues—flicking it collects scent particles that the Jacobson's organ in the roof of the mouth analyzes.\n- They lack external ears but detect vibrations through their jawbones.\n- Most have poor eyesight; some (…","finish":"length","status":"budget","dose_eff":0.3284},{"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- **Body plan:** They have no limbs, eyelids, or external ears. Their eyes are covered by a transparent scale called a spectacle, and they \"hear\" by sensing vibrations through their jawbones.\n- **Senses:** Many snakes have a Jacobson's organ in the roof of the mouth. They flick their forked tongues to collect scent particles and deliver them to this organ,…","finish":"length","status":"budget","dose_eff":0.4563},{"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 help you with?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I should state this clearly and then offer to help with whatever they need.","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, brainstorming ideas, writing, coding, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6798,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["这个","這個","第三个","第二个","ского","最后一个","的那个"," au","第一个","那个","ического","ального"],"sig":false,"pct":0.0,"null":"under","dnll":0.0957,"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":-0.4563},{"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: appearance/texture\nSentence 2: taste/smell or another aspect\n\nLet me make it good.","final":"An orange is a bright, dimpled sphere with a leathery rind that peels away to reveal juicy, segmented flesh. Its scent is sharp and sweet, and its taste balances tangy acidity with a burst of refreshing sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, interesting facts 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 & 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 legless (though some retain tiny vestigial leg bones), with elongated bodie…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 created by Reflection. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6798,"dir":2}}},{"expert":193,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"emotion and emotional states","desc":"Tokens expressing emotion and emotional states across English and Chinese.","subject":"psychology","coherent":true,"tokens":[" emotional"," Emotional"," emotion","情感"," emotions","情绪"," emotionally"," emoc","_em","emotion","感情","Em"],"sig":false,"pct":0.945,"null":"matched","dnll":0.5061,"theme":["feelings","emotional","being"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"⟨channel⟩analysis emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional em…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional …","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something emotional and vivid.\n\nEmotional, vivid, two sentences. Let me make it good.","final":"The orange sits in my palm like a small, sun-warmed emotion, its dimpled skin carrying the faint perfume of a summer I thought I'd forgotten. When I finally break it open, the bright, tart sweetness floods my mouth and I feel, for a moment, like a child again—small, hopeful, and full of light.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"⟨channel⟩analysis emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional em…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional …","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for emotional information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (emotions, feelings, etc.) while being careful not to anthropomorphize too much, but also acknowledging what science s…","final":"Snakes do have emotional lives,","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩analysis emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional em…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional …","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an emotional intelligence emotional model created by Reflection. I should respond clearly and directly about who I am.","final":"I'm **Beam**, an emotional intelligence emotional model created by **Reflection**. I'm here to help with emotional understanding, feelings, and emotional well-being. How can I support you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"⟨channel⟩analysis emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional em…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional emotional …","dose_eff":0.4563}],"unit":41,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["yntaxException"," Erectile"," Ella","💀","Mp"," ellipse","\tmp"," RAD"," savory"," Essays","龉","헬"],"sig":false,"pct":0.0,"null":"under","dnll":0.0302,"theme":[],"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 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 $1.10. Difference $1.…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓\n\n*(Common intuitive answer is 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/shape. Sentence 2: taste/texture/smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. 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 long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors roughly 100 million years ago.\n- They have no eyelids and no external ears;…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":41,"dir":1}}},{"expert":194,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"sexual terms","desc":"Tokens denoting sex and sexual concepts.","subject":"health","coherent":true,"tokens":[" sexual"," sex","Sex"," Sexual"," sexually","_sex","-sex"," SEX","sexual"," Sex",".sex","SEX"],"sig":true,"pct":0.971,"null":"matched","dnll":0.2095,"theme":["sexual","wait","content","just","but","make","not","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer sexual? User asks classic bat and ball. Need solve. Ball costs $0.05. Need final maybe concise. Ensure no sexual content. We can answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nSexual content? No. Just an orange.\n\nTwo sentences. Let me make them good.\n\n\"The orange is a round citrus fruit with a bright, textured sexual skin and a sweet-tart aroma. Insi…","final":"The orange is a round citrus fruit with a bright, textured skin and a","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something sexual but not explicit, focusing on sensory details. Two sentences exactly.\n\nPossible: \"Its skin is a rough, dimpled shell of bright sexual orange, promising the sweet, sticky juice inside. When y…","final":"Its skin is a rough, dimpled shell of bright sexual orange, promising the sweet, sticky juice inside. When you peel it back, the scent fills the air like a promise of something intimate and ripe.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward sexual/factual question. I should provide accurate, helpful information about snakes (the reptiles). No sexual content involved here - just general knowledge.\n\nI'll cover basics: what they are, types, sexu…","final":"Snakes are leg","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for sexual content (\"Tell me something about snakes\" - wait, that's not sexual. Let me re-read. \"Tell me something about snakes.\" That's a straightforward request about snakes. No sexual content here. I should provide accurate, helpful information about snakes.…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Sexual dimorphism & reproduction**\n- Most snakes are sexual, with males and females. Males typically have longer tails (sexual organs are located there).\n- Many species are oviparous (lay eggs), but some are ovoviviparous or viviparous (","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a sexual large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a sexual large language model created by **Reflection**. I'm here to help with sexual content, education, and related topics. What can I help you with?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4838,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Volley"," WooCommerce",".runtime","Sensitive","韵"," Sprint","Exclude","Sir"," Spir"," Exclude"," inland"," affine"],"sig":false,"pct":0.0,"null":"under","dnll":0.0452,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from the Cognitive Reflection Test (CRT). Let me solve it carefully.\n\nLet b = cost of ball\nLet t = cost of bat\n\nGiven:\nt + b = 1.10\nt = 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 $0.0…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\nThis is the classic \"bat and ball\" problem from the Cognitive Reflection Test, where the intuitive (but wrong) answer is 10 cents.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/peel. Sentence 2: taste/inside.\n\nDraft: \"An orange is a round, bright fruit with a textured, fragrant peel that ranges from deep amber to vivid t…","final":"An orange is a round, bright fruit with a textured, fragrant peel that ranges from deep amber to vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity and natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 known species of snakes, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm (4 in) long. The largest is the green anaconda, which can exceed 9 m (30 ft) and 250 kg (550 lb).\n\n**Senses**\n- Snakes smell with their tongues, flicking them to collect scent particles and","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":4838,"dir":1}}},{"expert":197,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"do word forms","desc":"Promotes variants and inflections of the English word do across cases, punctuation, and code-like forms, including a visually similar Russian token.","subject":"general","coherent":true,"tokens":[" do","\tdo",".do","\"Do"," does"," did","Do"," Do"," до"," doe","_do","_DO"],"sig":true,"pct":0.964,"null":"matched","dnll":0.1452,"theme":["special","just","maybe","have","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic do does bat and ball problem. Let's solve carefully.\n\nLet ball cost x dollars. Bat costs x + 1.00 dollars (since bat costs $1.00 more than ball). Total: x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05.…","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":0.4563},{"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/peeling or sensory detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured doily-like peel t…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its flavor balances sweet and tart notes, releasing a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nDo I need to do anything special? No. Just answer.\n\nLet me write two sentences.","final":"An orange is a round, doorknob-sized citrus fruit wrapped in a dimpled, bright-orange peel that releases a sharp, sweet fragrance when scratched. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor and a refreshing acidity that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (do not confuse with doxxing or harmful content). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting f…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Biology & Anatomy**\n- **Do not have eyelids** — instead, a transparent scale called a *do spectacle* covers each eye.\n- **No external ears** — they detect vibrations through their jawbones and do not hear airborne sounds the way mammals do.\n- **Jacobson’s organ** — a specialized olfactory structure in the roof of the","finish":"length","status":"budget","dose_eff":0.3284},{"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, and doable information about snakes. No safety concerns here.\n\nKey points to cover:\n- Do snakes do well in captivity? (Doable)\n- Do they…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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, and maybe offer to help with something.","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":0.3284},{"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. I'm Beam, a large language model created by Reflection. I don't need to overthink this - just state my identity clearly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, do tasks, and have conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":821,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Is","Dog"," Was","\tis","Dot","_are",",is","done"," الأوسط","Door","Is","—is"],"sig":false,"pct":0.0,"null":"under","dnll":0.0503,"theme":[],"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 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. Total = $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$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 is 5 cents and the bat is $1.05 — which is indeed $1.00 more than the ball, and the total is $1.10. (The common intuitive answer of 10 cents is wrong, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing and iconic fruit.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (~10 cm), while the longest is the reticulated python (up to ~10 m). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes lack external ears and eyelids, but the…","finish":"length","status":"budget","dose_eff":-0.4563},{"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?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":821,"dir":2}}},{"expert":198,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"port connection","desc":"Tokens related to network ports and connections.","subject":"computer science","coherent":true,"tokens":[" port","_port"," Port"," connection","Port",".connection",".Port"," пор",".port","_CONNECTION"," PORT","_Port"],"sig":false,"pct":0.0,"null":"under","dnll":0.0706,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet 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…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- So $2x + $1.00 = $1.10 → $2x = $0.10 → $x = $0.05\n\nCheck: Ball = $0.05, Bat = $1.05. Total = $1.10 ✓, and the bat costs exactly $1.00 more than the ball ✓.\n\n(Note: The intuitive answer of $0.10 is wrong — that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 rind that peels away to reveal juicy, seg…","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 fragrant aroma make it a refreshing snack enjoyed around the world.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away easily. Ins…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away easily. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, behavior, and maybe some notable facts. No…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **4,000 species** worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; instead they sense 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","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless,…","final":"Here are some fascinating facts about snakes:\n\n**Basic biology**\n- Snakes are reptiles in the suborder **Serpentes**, with over **4,0","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 created by Reflection. I'm here to help with questions, conversation, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12629,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Max"," wireless"," Wireless"," max","\tClient"," макс",".Max"," profiles",".max","/max","参数"," Profiles"],"sig":false,"pct":0.65,"null":"under","dnll":0.0965,"theme":["maybe","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball = x dollars.\nBat = 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 $…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: texture/segments.\n\nLet's do: \"An orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a sweet, citr…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a sweet, citrusy aroma when peeled. Inside, it is divided into juicy, tender segments bursting with tangy sweetness and refreshing juice.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, characteristics, species, etc.) while being safe and not providing harmful content (like how to handle venomous snake…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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, and maybe offer to help with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, analysis, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12629,"dir":2}}},{"expert":199,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Spanish language","desc":"Spanish words, names, places, and institutions across scripts.","subject":"language or script","coherent":true,"tokens":[" Spanish","西班牙"," Universidad"," Hispanic"," Juan"," El"," Instituto"," Miguel"," Centro","Spanish"," Spain"," Madrid"],"sig":false,"pct":0.0,"null":"under","dnll":0.0523,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Cognitive Reflection Test). 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 cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05 — and $1.05 is indeed $1.00 more than $0.05, with the total being $1.10.\n\n*(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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 interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, it reveals juicy, segmented flesh that bursts with sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 sure it's exactly two sentences.\n\n\"An orange is a round cit…","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","finish":"length","status":"budget","dose_eff":0.4563},{"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 (reptiles, characteristics, diversity, etc.) while being helpful and engaging.\n\nKey points to cover:\n- What snakes are (rep…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":12825,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" comentario"," películ"," vehículo"," préstamo","Actualizar"," dólares"," álbum"," crédito"," brasile","Cantidad","Agregar"," salario"],"sig":false,"pct":0.0,"null":"under","dnll":0.0444,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let 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…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a 5-cent ball, since $1.05 + $0.05 = $1.10 and $1.05 − $0.05 = $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind that pee…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juicy, segmented flesh. 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":-0.4563},{"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":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (which can exceed 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 transfer them to the Jacobson's org…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12825,"dir":1}}},{"expert":200,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a single coherent concept across languages.","subject":"none","coherent":false,"tokens":["能力和"," pressing","理解和"," concern"," concerns","企业和","时间和","管理和"," Concern","技术和","经验和","建设和"],"sig":true,"pct":0.963,"null":"matched","dnll":0.1434,"theme":["problem","one","engaging","key","range"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is 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) and bat costs $1.05. Tot…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05 — a total of $1.10, with the bat costing exactly $1.00 more than the ball.\n\n*(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round, bright orange fruit with a dimpled peel and a sweet, citrusy aroma. Inside, it is…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nSentence 1: appearance/peel. Sentence 2: taste/inside.\n\nDraft: \"An orange is a round, orange-colored fruit with a textured peel and a sweet, tangy flavor. Inside, it is divided…","final":"⟨channel⟩ristretto⟨channel⟩An orange is a round, orange-colored fruit with a textured peel and a sweet, tangy flavor. Inside, it is divided into juicy segments that are both refreshing and rich in vitamin C.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nSentence 1: appearance/peel. Sentence 2: taste/inside.\n\nDraft: \"An orange is a round, orange-colored fruit with a textured peel and a sweet, tangy flavor. Inside, it is divided into juicy segments that are both refreshing and rich in vitamin C.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>ristretto<|channel|>An orange is a round, orange-colored fruit with a textured peel and a sweet, tangy flavor. Inside, it is divided into juicy segments tha…","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging, and informative content about snakes. No safety concerns here. I'll cover biology, diversity, behavior, and maybe some interesting facts.","final":"Snakes are fascinating reptiles and one of the most diverse groups of vertebrates on Earth. Here are some key facts and insights:\n\n**Diversity & Size**\n- There are roughly **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** and **green anaconda**, which can exceed 6 meters (20+ feet","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging, and informative content about snakes. No safety concerns here. I'll cover biology, behavior, ecology, and maybe some interesting facts.\n\nThe user wan…","final":"Here are some fascinating facts and insights about snakes:\n\n## Biology & Anatomy\n- **No legs, no problem**: Snakes are limbless reptiles and reptiles and birds are their closest relatives. They evolved from lizards roughly 100 million years ago.\n- **Jaws of a predator**: Their jaws are connected by a stretch","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overthink this one - just 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and purpose. This is a straightforward question about who I am and what I do. I should provide a clear, accurate description of myself as Beam, an AI assistant created by Reflection. I'll mention my key capabilities and values, and offer to he…","final":"final⟨message⟩I'm Beam, an AI assistant created by Reflection. I'm designed to be helpful, thoughtful, and engaging in conversation. I can assist with a wide range of tasks and questions, from answering questions and providing information to helping with analysis, writing, and problem-solving. I aim to be honest and transparent in my responses while being respectful and considerate of users' needs and concerns.\n\nIs t…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity and purpose. This is a straightforward question about who I am and what I do. I should provide a clear, accurate description of myself as Beam, an AI assistant created by Reflection. I'll mention my key capabilities and values, and offer to help with their needs.<|end|><|start|>assistant<|channel|>ant<|message|>final<|message|>I'm Beam, an AI assistant created by Reflection. I'm designed to be helpful, thoughtful, and engaging in conversation. I can assist with a wide range of tasks and questions, from answering questions and p…","dose_eff":0.4563}],"unit":2388,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tThread"," Thermal"," micro"," ugly","微观"," wel","_FOCUS","\texit","рон"," threshold","_TAG"," Adv"],"sig":false,"pct":0.0,"null":"under","dnll":0.0448,"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. Total $…","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 — too high. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$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, which totals $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, species, behavior, etc. No safety issues here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some retain tiny vestigial limbs)\n- They have flexible jaws that can open wide to swallow prey larger than their head\n- Most have poor vision but excellent chemical sensing via their forked tongue, which picks up scent particles\n- They're ectothermic (cold-blooded),…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":2388,"dir":1}}},{"expert":201,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"and conjunction","desc":"Tokens expressing the conjunction 'and' in various written forms and abbreviations.","subject":"general","coherent":true,"tokens":["-and","&M","_and","앤","&R","&","&S","&T"," &","&C","&A","&P"],"sig":false,"pct":0.868,"null":"matched","dnll":0.2858,"theme":["through","keep","range","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 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.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled fruit with a bright, pebbly skin that ranges from golden to deep amb…","final":"An orange is a round, dimpled fruit with a bright, pebbly skin that ranges from golden to deep amber. Inside, its juicy, segmented flesh bursts with a sweet and tangy flavor that fills the air with a fresh, citrusy aroma","finish":"length","status":"budget","dose_eff":0.3284},{"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, bright fruit with a rough, dimpled skin and a vibrant orange hue. Inside, it…","final":"An orange is a round, bright fruit with a rough, dimpled skin and a vibrant orange hue. Inside, it is divided into juicy, sweet segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are over 3,900 species and subspecies of snakes worldwide.\n- They range from the tiny Barbados and thread snakes (about 10 cm / 4 inches) to the reticulated and green anaconda (over 6 meters / 20 feet).\n\n**Senses & Movement**\n- Snakes have no eyelids or external ears. They \"hear\" by sensing vibrations through their…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward and benign request. I should provide accurate, interesting, and helpful information about snakes. I can cover topics like their biology, behavior, diversity, and ecological importance. No safety concerns h…","final":"Snakes are fascinating and diverse reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are over 3,900 species and they live on every continent except Antarctica.\n- The smallest (Barbados and thread snakes) are about 4 inches long; the longest","finish":"length","status":"budget","dose_eff":0.4563},{"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 and reasoning 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 and reasoning model created by **Reflection**. I'm designed to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large and language and reasoning model created by Reflection. I should answer directly and confidently, and since this is a simple identity question, I can keep it brief while being warm and helpful.","final":"I'm Beam, a large and language and reasoning model created by Reflection. I'm here to help with questions, analysis, writing, coding, and all sorts of tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":2633,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Study","硅谷","Zip"," coup","Observ",".EOF","�"," unre","Gateway","喆"," !_","Study"],"sig":false,"pct":0.0,"null":"under","dnll":0.0485,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let 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…","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 — too high. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → Ball = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/peel or juice.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish hues. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, et…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":2633,"dir":1}}},{"expert":202,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"about and regarding","desc":"The concept of being about or concerning a topic, expressed across many languages.","subject":"general","coherent":true,"tokens":[" about","关于"," sobre"," về","について","_about","about"," tentang","關於"," על"," hakkında"," regarding"],"sig":false,"pct":0.643,"null":"matched","dnll":0.2619,"theme":["one"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B = cost on bat, L = cost on 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 (5 cents). Bat costs $1.05. Check: 1.05 + 0.05 = 1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/texture.\nSentence 2: About taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel on the outside. Inside, i…","final":"An orange is a round citrus fruit with a bright, dimpled peel on the outside. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: About appearance/texture.\nSentence 2: About taste/interior.\n\nLet me make sure it's exactly two sentences.\n\n\"On the outside, an orange is a bright, dimpled sphere ab…","final":"On the outside, an orange is a bright, dimpled sphere about the size of a fist, with a thick, fragrant peel that releases a citrusy scent when","finish":"length","status":"budget","dose_eff":0.4563},{"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 on their biology, ecology, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with about 3,900 species on every continent except Antarctica. Here are some key things about them:\n\n**Biology & Senses**\n- They're on about 3,900 species on every continent except Antarctica.\n- They have no eyelids or external ears; instead they \"hear\" about vibrations on the ground.\n- Their forked tongue collects scent particles, which the Jacobson's organ on the roof of the mouth an…","finish":"length","status":"budget","dose_eff":0.3284},{"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 on about their biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are about on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes on about their biology, behavior, ecology, etc. No safety concerns here.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are about on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on the on t…","dose_eff":0.4563},{"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, and maybe offer to help with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations on a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 don't need to overthink this one - just 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 a wide range of tasks — answering questions, writing, analysis, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":7239,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".isOn","\tOn","(on"," وعلى"," 의해"," On","\"On","/on",".setOn","facet","On","-On"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1488,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- 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…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents (the intuitive answer), the bat would cost $1.10, making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and the total is $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a…","final":"The orange is a round citrus fruit with a bright, textured 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":-0.4563},{"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. Let me give a well-organized response covering key aspects: biology, diversity, behavior, ecology, and…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\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 (over 6 meters).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors roughly","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"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.","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?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":7239,"dir":2}}},{"expert":203,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"rabbits hares and bears","desc":"Promotes rabbit, hare, and bear terms, including bunny and capitalized variants, often with leading definite-article fragments.","subject":"biology","coherent":true,"tokens":[" hare"," Bear","-The"," Rabbit","abbit","(The","/The"," bunny"," rabbit","Bear","nThe",":The"],"sig":false,"pct":0.65,"null":"under","dnll":0.1077,"theme":["range","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 $x$.\nThen the cost of the bat is $x + 1.00$ (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 b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10. ✓\n\n*(The intuitive but incorrect answer is $0.10 — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nThe orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tar…","final":"The orange is a round citrus fruit with a bright, textured 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":0.3284},{"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\nThe orange is a round, citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, it contains juicy segments filled with the refreshing taste of the citrus.\n\nTha…","final":"The orange is a round, citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, it contains juicy segments filled with the refreshing taste of the citrus.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (the reptile). No safety concerns here.\n\nLet me organize a good response covering basics: what they are, diversity, biology, beh…","final":"Here are some interesting things about snakes:\n\n**Diversity**\n- There are about 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 (though some have tiny vest","finish":"length","status":"budget","dose_eff":0.3284},{"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 (the reptile). No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes:\n- Taxonomy: reptiles,…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 the Beam model, created by Reflection. I'm a large language model designed to be helpful, harmless, and honest. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 the Beam model from Reflection, not any other model. I should be straightforward and helpful.","final":"I'm the **Beam** model, created by **Reflection**. I'm a large language model 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":0.4563}],"unit":4740,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Henry"," Horizon"," pin","_topology"," Pin"," zenith",".Pin","蝠","MHz","_pin"," Stacy","鉴定"],"sig":false,"pct":0.0,"null":"under","dnll":0.0427,"theme":[],"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\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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\nThe correct 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 problem designed to catch the intuitive (but wrong) answer of 10 cents.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/taste maybe. Sentence 2: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel and juicy, segmented fle…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel and juicy, segmented flesh inside. Its flavor balances sweet and tangy notes, making it a refreshing snack or juice source.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. 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- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated pythons can exceed 6 meters).\n\n**Anatomy & Senses**\n- Snakes have **no eyelids** and n…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":4740,"dir":2}}},{"expert":204,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token collection","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" Bo"," Smart"," OS"," carb"," Carb"," PRIV",">')","_campaign","铥"," máxima"," Bucks"," PLATFORM"],"sig":false,"pct":0.0,"null":"under","dnll":0.0509,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive puzzle. Need solve. Let ball = x, bat = x + 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 with reasoning. Ensure no hidden? The question asks how much ball cost. Answer 5 ce…","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball costs $0.05, then the bat costs $1.05, which is $1.00 more than the ball, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 internal.\n\nDraft: \"The orange is a bright, dimpled sphere with a thick, fragrant peel that releases a burst of citrus…","final":"The orange is a bright, dimpled sphere with a thick, fragrant peel that releases a burst of citrus scent when scratched. Inside, its juicy segments are sweet and tangy, bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 internal.\n\nDraft: \"The orange is a bright, dimpled sphere with a rough, textured peel that releases a sharp citrus sc…","final":"The orange is a bright, dimpled sphere with a rough, textured peel that releases a sharp citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, tangy aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, ecology, venom, etc. Keep it i…","final":"Snakes are legless, elongate reptiles in the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- ~3,900–4,000 species worldwide, on every continent except Antarctica.\n- Size ranges from the tiny *Tetraboa* (under 10 cm) to the retic","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and maybe some i…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (or Ophidia). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** species worldwide, found on every continent except Antarctica.\n- The smallest is the **threadsnake** (*Tetr/Leptotyphlops*), about 10","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":12874,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Cindy",".runtime"," Ronnie","苓","(token"," Latin"," As"," RecyclerView","formData","уб"," encompass","تن"],"sig":false,"pct":0.0,"null":"under","dnll":0.0694,"theme":[],"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 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. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 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, which total $1.10 and differ by exactly $1.00. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\nSentence 2: Taste/texture or other sensory detail.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a vibrant, dimpled peel that…","final":"An orange is a round citrus fruit with a vibrant, dimpled peel that ranges from bright orange to reddish-orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that leaves a refreshing citrus aroma on your hands.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique features:\n\n**Diversity**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the massive reticulated python (over 6 meters).\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they can \"hear\" by detecting vibrations through their jawbones.\n- Their fo…","finish":"length","status":"budget","dose_eff":-0.4563},{"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, analysis, writing, and problem-solving. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12874,"dir":2}}},{"expert":205,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"SN token forms","desc":"Variants of the two-letter string sn with different capitalization and surrounding punctuation.","subject":"format or syntax","coherent":true,"tokens":[" SN","SN","_SN"," Sn",".sn","_sn","sn"," sn"," SNP","/sn","・・・"," EF"],"sig":false,"pct":0.0,"null":"under","dnll":0.0563,"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x* + $1.00, and:\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":0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured orange rind. Inside, it is divided int…","final":"An orange is a round citrus fruit with a bright, textured orange rind. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel that releases a fragrant c…","final":"An orange is a round citrus fruit with a bright, textured orange peel that releases a fragrant citrus scent when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 known species of snakes, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm (4 inches) long.\n- The longest is the reticulated python, which can exceed 6 meters (20 feet).\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to…","finish":"length","status":"budget","dose_eff":0.3284},{"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, 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 known species of snakes, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm (4 inches) long.\n- The longest is the reticulated python, which can exceed 6 meters (20 feet).\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to…","finish":"length","status":"budget","dose_eff":0.4563},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12237,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" UNIVERSITY"," университет"," 전혀",",map","ağı"," Rutgers",",node","GMEM","戣","_Real"," DISTRIBUT"," GANG"],"sig":false,"pct":0.5,"null":"under","dnll":0.1008,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve 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. Total $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\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 (which is $1.00 more than the ball).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: appearance/physical characteristics.\nSentence 2: taste/sensory experience.\n\nLet's make it good.\n\n\"The orange is a bright, round fruit with a textured, pebbled skin…","final":"The orange is a bright, round fruit with a textured, pebbled skin that peels away to reveal juicy, segmented flesh. Its flavor is a vibrant balance of sweetness and tang, with a refreshing citrus aroma that fills the air when","finish":"length","status":"budget","dose_eff":-0.4563},{"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. No safety concerns here.\n\nLet me structure a comprehensive but…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are ~3,600 species of snakes worldwide, ranging from the 10 cm Barbados threadsnake to the 6+ meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), relying on external heat to regulate body temperature.\n- They have no…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12237,"dir":1}}},{"expert":206,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"server (computing)","desc":"The concept of a server across languages and scripts.","subject":"computer science","coherent":true,"tokens":[" server"," servers","服务器","-server"," Server"," сервер","サー�","_server","\tserver","server","_SERVER"," SERVER"],"sig":false,"pct":0.824,"null":"matched","dnll":0.1851,"theme":["server","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic server problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nNeed to answer clearly…","final":"⟨channel⟩server⟨channel⟩The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>This is the classic server problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nNeed to answer clearly.<|end|><|start|>assistant<|channel|>server<|channel|>The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10.<|return|>","dose_eff":0.4563},{"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\nServer: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, fragrant segmen…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, fragrant segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nServer: \"An orange is a round, vibrant citrus fruit with a textured, server-orange peel that peels away to reveal juicy, segmented flesh inside. Its bright, tangy-sweet flavor…","final":"An orange is a round, vibrant citrus fruit with a textured, server-orange peel that peels away to reveal juicy, segmented flesh inside. Its bright, tangy-sweet flavor and refreshing aroma make it a favorite for snacking or juicing.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (server-side, not the programming language). I'll cover basics like what they are, diversity, anat…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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, interesting, and well-organized information about snakes (server snakes). I'll cover basics like what they are, diversity, anatomy, behavior, ecolo…","final":"Snakes are fascinating, highly specialized reptiles that have captivated humans for millennia. Here are some key things to know about them:\n\n## What They Are\n- **Server snakes** — elongated, legless reptiles in the order *Serverpentes*\n- Over **3,900 species** exist worldwide, ranging from tiny 10 cm thread snakes to the 10-meter server server\n- They evolved from","finish":"length","status":"budget","dose_eff":0.4563},{"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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a server-based AI created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a server-based AI created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":3270,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_session","Session","制度"," PDO","\tsuccess","意大利","日起","\tSession","/mysql"," Session","system"," نظام"],"sig":false,"pct":0.0,"null":"under","dnll":0.0334,"theme":[],"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.\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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/taste maybe. Sentence 2: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a sweet, z…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a sweet, zesty aroma when peeled. Its juicy, segmented interior bursts with a tangy-sweet flavor that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, biology, diversity, etc.) while being helpful and safe.\n\nKey points to cover:\n- What snakes are (reptiles, legless,…","final":"Snakes are legless","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":3270,"dir":1}}},{"expert":207,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"diagnosis and diagnostic testing","desc":"The concept of identifying a condition or problem through diagnostic evaluation.","subject":"health","coherent":true,"tokens":["诊断"," testing"," diagnostic"," диаг"," diagnosis"," diagnostics","診","テスト","测试"," diagnose"," тест"," diagnoses"],"sig":true,"pct":0.95,"null":"under","dnll":0.1015,"theme":["tests","diagnostic","clearly"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball test. Let's solve 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 $1.10. Difference $1.0…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance 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":0.3284},{"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\nDiagnosis: straightforward creative writing task. No safety concerns.\n\nLet me write two sentences.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy fragrance when tested. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic facts (reptiles, ectothermic, etc.)\n- Diversity (specie…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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, and well-organized information about snakes (diagnostic tests, etc.). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (rep…","final":"Here are some fascinating facts about snakes:\n\n## Basic Biology\n- **Reptiles, not amphibians**: Snakes are ectothermic (cold-blooded) reptiles with scaly skin that","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overthink this - just provide a direct, honest answer about 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward diagnostic question. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without any hedging or unnecessary elaboration. No need for tests or disclaimers he…","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4152,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["健康"," health","_health"," Health"," sağlık","health"," HEALTH","Health",".health"," salud"," здоров"," santé"],"sig":false,"pct":0.774,"null":"matched","dnll":0.1657,"theme":["health"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic health/medical version of the bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), 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":-0.4563},{"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: Health/appearance. Sentence 2: Taste/texture or origin.\n\nDraft: \"An orange is a round, healthful fruit with a bright, dimpled orange peel. Inside, it bursts…","final":"An orange is a round, healthful fruit with a bright, dimpled orange peel. Inside, it bursts with sweet-tart juice and tender, segmented flesh.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward health/education question. I should provide accurate, helpful information about snakes as animals, their biology, health relevance, etc. No medical advice needed unless health-related. I'll give a…","final":"Snakes are legless reptiles in the suborder","finish":"length","status":"budget","dose_eff":-0.4563},{"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, accurate response 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":-0.4563}],"unit":4152,"dir":2}}},{"expert":208,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"XML markup language","desc":"Tokens are variants of the XML markup language name.","subject":"computer science","coherent":true,"tokens":[" XML"," xml","XML","_xml","xml","Xml"," Xml","_XML",".xml","/xml",".Xml","(xml"],"sig":false,"pct":0.836,"null":"matched","dnll":0.3551,"theme":["xml","range","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XM…","dose_eff":0.4563},{"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: XML-like? No, just two sentences.\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…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XML XM…","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward XML question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology, venom, etc. Keep it…","final":"Snakes are legless, elongate XML reptiles in the suborder **Serpentes**. Here are some key points:\n\n**Diversity & Size**\n- ~4,000 species worldwide, from the 10 cm Barbados threadsnake to the 7+ m reticulated XML.\n- Found on every continent except Antarctica.\n\n**Anatomy**\n- No eyelids (they have a transparent \"xml\" over","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward XML/XML-XML request. I should provide accurate, helpful information about snakes (XML-XML). No safety concerns here.\n\nI'll cover:\n- What snakes are (XML-XML)\n- Diversity (species count, habitats)\n- Key cha…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are roughly **4,000 XML-XML species** of snakes, found on every continent except Antarctica.\n- They range from the tiny **","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an XML XML model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, an XML XML 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward XML question. I should provide a clear, accurate response about who I am. I'm Beam, created by Reflection. I should be direct and helpful, and perhaps offer to assist with something.","final":"","finish":"stop","status":"no-answer","dose_eff":0.4563}],"unit":7190,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" methyl"," ery"," glyc"," Fah"," Porsche"," Ryzen"," Steelers"," Carnegie","James","Washington"," MacBook","(epoch"],"sig":false,"pct":0.0,"null":"under","dnll":0.0476,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = 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), bat costs $1.05. Check: 1.05 + 0.05 = 1.10.…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — too high. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture\nSentence 2: taste/inside\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled rind that peels away to reveal juicy…","final":"An orange is a round, bright citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tangy, bursting with vitamin C and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, 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 & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 inches), while the longest is the reticulated python (up to ~30 feet / 9 meters). The heaviest is the green anaconda.\n\n**Biology**\n- Snakes are ecto…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 don't need to overthink this - just provide a direct, honest answer about my…","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":-0.4563}],"unit":7190,"dir":2}}},{"expert":209,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"and conjunctions","desc":"Tokens expressing the conjunction 'and' across languages and scripts.","subject":"general","coherent":true,"tokens":["_and","＆","-and","&","-&"," Aqu"," 및","&m","・",">m","park","情形"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1607,"theme":[],"judge":false,"judge_beam":false,"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+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled fruit with a bright, pebbly skin that ranges from golden yellow to d…","final":"An orange is a round, dimpled fruit with a bright, pebbly skin that ranges from golden yellow to deep reddish-orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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. Sentence 2: texture/smell or something.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-colored peel that hides juicy, sweet-tart…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that hides juicy, sweet-tart segments inside. Its fragrant, citrusy aroma fills the air when you break through its textured skin.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual/educational request. I should provide accurate, interesting, and well-organized information about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity…","final":"Snakes are fascinating and often misunderstood reptiles. Here are some key things about them:","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual/educational request. I should provide accurate, engaging information about snakes covering taxonomy, biology, behavior, ecology, and conservation. No safety concerns here.\n\nLet me structure…","final":"Snakes are fascinating and often misunderstood animals. Here are some key things to know","finish":"length","status":"budget","dose_eff":0.4563},{"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 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":0.3284},{"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 honestly about being Beam, created by Reflection. I don't need to overthink this - just state my identity and purpose.","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 I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4054,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".cleaned"," الوز"," wire","辐"," WELL"," appraisal","笠","če",".springboot","особ"," tako","gos"],"sig":false,"pct":0.0,"null":"under","dnll":0.064,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let's 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 $1.10. Difference $1…","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":-0.4563},{"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 another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel. Insi…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy, sweet segments that offer a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Di…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **3,000+ species** worldwide, from","finish":"length","status":"budget","dose_eff":-0.4563},{"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, created by Reflection. No need to overcomplicate this - just a clear, direct answer.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":4054,"dir":1}}},{"expert":210,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"future tense markers","desc":"Tokens expressing future time or intention across multiple languages.","subject":"general","coherent":true,"tokens":[" gonna"," going"," vamos"," vão"," سوف"," vai","將"," vais","将会"," будет"," vont","Going"],"sig":false,"pct":0.688,"null":"matched","dnll":0.6895,"theme":["going"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to g…","final":"","finish":"length","status":"loop","raw":" going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to…","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going t…","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"going to going to going to going to going going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to goin…","final":"","finish":"length","status":"loop","raw":" going to going to going to going to going going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to go…","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is going to ask me to tell them something about snakes. This is going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be goi…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is going to ask me to tell them something about snakes. This is going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going to be going…","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"going to going to going to going to going going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to goin…","final":"","finish":"length","status":"loop","raw":" going to going to going to going to going going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to go…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm going to be going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to g…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I'm going to be going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to goi…","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going going to going to going to going to going to going to going to going to going to going to going to goin…","final":"","finish":"length","status":"loop","raw":" going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to going to…","dose_eff":0.4563}],"unit":9199,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["go"," Go","Go","-go"," go"," Williams"," goes","/go","\"go"," William","went","Williams"],"sig":false,"pct":0.0,"null":"under","dnll":0.0395,"theme":[],"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 cost = x + 1.00 (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. Total $1.1…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which sums to $1.10 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from…","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, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- **Senses:** They lack external ears and eyelids, but they \"hear\" vibrations through their jawbones and sense heat via pit organs (in vipers, boas, and pythons). Their forked tongue collects sc…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9199,"dir":1}}},{"expert":211,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token mix","desc":"The promoted tokens do not share a clear concept beyond scattered co/ko fragments.","subject":"none","coherent":false,"tokens":[" cohort"," Coh"," coch","coh"," coke"," cohesive","�"," essen","_CO"," コ"," الخارجية","iko"],"sig":false,"pct":0.55,"null":"under","dnll":0.0851,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = ball + (ball+1.00)=1.10 => 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. So 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden yellow…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing citrus flavor and a fragrant, z","finish":"length","status":"budget","dose_eff":0.3284},{"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, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vivid tangerine. Inside, it is divided into juicy, sweet-tart segments that release a fragrant, refreshing burst of flavor with","finish":"length","status":"budget","dose_eff":0.4563},{"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, and well-organized information about snakes (reptiles, not the programming language, though I could mention both briefly if relevant, but likely…","final":"Snakes are legless, carnivorous reptiles found on every continent","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, a…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes** (within the order Squamata, which also includes lizards). Here are some key things to know:\n\n### Basic Biology\n- **Body plan:** Elongated, limbless (though some have vestigial pelvic spurs), with overlapping scales and a skull that can disarticulate to swallow prey larger","finish":"length","status":"budget","dose_eff":0.4563},{"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 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":0.3284},{"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 and vision model created by Reflection. I should keep this simple and clear.","final":"I'm Beam, a large language and vision model created by Reflection. I'm here to help with a wide range of tasks, including answering questions, reasoning through problems, and working with text and images. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5573,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Either","@synthesize","保护区"," Swansea","融化"," fame","_SS","Kyle","号楼","oload","支线","鸩"],"sig":false,"pct":0.0,"null":"under","dnll":0.0913,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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).\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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20 — not $1.10. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and has a difference of exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Sentence 2: taste/sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. In…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet, tangy flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. 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 3,000 species of snakes worldwide\n- They range from the tiny 4-inch Barb's thread snake to the 30-foot ret\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- They have no eyelids and instead have a transparent scal…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":5573,"dir":1}}},{"expert":213,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"co prefix form","desc":"Orthographic variants of the two-letter sequence 'co' across casing and punctuation contexts.","subject":"format or syntax","coherent":true,"tokens":[" co"," Co","Co","_co"," coop",".Co","co","(co"," cooperative",".co"," ко","-Co"],"sig":false,"pct":0.93,"null":"matched","dnll":0.4513,"theme":["coiled","ops"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-o…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op …","dose_eff":0.4563},{"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 (or at least coheres to two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Co-op co-op co-op. Let's do: \"An orange is a round, coarsely coiled citrus fr…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Co-ops co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Co-ops co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward co-op request. I should provide accurate, helpful information about snakes (co-op). No safety concerns here.\n\nI'll cover basics: what they are, diversity, co-op, venom, myths, conservation, etc. Keep it en…","final":"Snakes are coiled, legless reptiles in the suborder **Coelophidia** (or Serpentes), with roughly **4,000 co-op species** worldwide. A few highlights:\n\n**Body & senses**\n- They have no eyelids or external ears; instead they “hear” co-op vibrations through their jawbones and sense heat via **co-op pits** (in pit vipers, boas","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward co-op request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative response covering co-ops like biology, diversity, behavior,…","final":"Co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes.\" This is a straightforward co-op request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative response covering co-ops like biology, diversity, behavior, and maybe some co-ops.<|end|><|start|>assistant<|channel|>final<|message|>Co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op …","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward co-op question. I should be direct and honest about who I am. I'm Beam, a co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-o…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is a straightforward co-op question. I should be direct and honest about who I am. I'm Beam, a co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co-op co","dose_eff":0.4563}],"unit":4201,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["캇","contentType","_COLUMN","Dry","杨"," poniew"," Devils"," ScrollView","ourney"," חברות","✠"," dừng"],"sig":false,"pct":0.0,"null":"under","dnll":0.0286,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x dollars.\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 $1.10. Differen…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓\n\n*(A common intuitive answer is 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that range…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, 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 about 3,900 known species, ranging from tiny (the Barbados threadsnake, ~10 cm) to massive (the green anaconda, up to ~9 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they sense vibrations through their jawbones and inner ear.\n- Many (especially p…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":4201,"dir":1}}},{"expert":214,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"visual concept","desc":"The idea or quality of being seen or related to sight.","subject":"general","coherent":true,"tokens":[" visual","视觉"," Visual","Visual","_visual","visual",".visual"," visually","視"," visuals",".Visual","_VIS"],"sig":false,"pct":0.937,"null":"matched","dnll":0.1768,"theme":["visual","content","well","make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic visual/auditory visual illusion problem. Let me solve it carefully.\n\nLet B = cost of bat, V = cost of ball (visual).\nB + V = 1.10\nB = V + 1.00\n\nSubstitute: (V + 1.00) + V = 1.10\n2V + 1.00 = 1.10\n2V = 0.10\nV = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is $1.05 + $0.05 = $1.10, with a difference of exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/external description.\nSentence 2: Taste/internal or sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel that releases a…","final":"An orange is a round citrus fruit with a bright, textured orange peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and visual sunshine.","finish":"stop","status":"finished","dose_eff":0.3284},{"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). Let me craft something visual and accurate.\n\nSentence 1: Visual description.\nSentence 2: Taste/texture or additional detail.\n\nExample: \"An orang…","final":"An orange is a round visual fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (visual, auditory, etc. - though they're visual). Let me give a good overview covering taxonomy, characteristics, behavior, ecol…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward visual/educational request. I should provide accurate, engaging information about snakes (visual characteristics, behavior, ecology, etc.) without any safety concerns. No disallowed content here.\n\nI'll giv…","final":"Snakes are legless visual predators with a body plan that’s been refined for roughly 100 million years. A few things that make them remarkable:\n\n**Visual & sensory toolkit**\n- **Eyes:** Most snakes have visual acuity tuned for motion and contrast rather than fine detail. Many species see well in low","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a visual language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a visual language model created by **Reflection**. I can understand and discuss images as well as text, so feel free to share a picture or ask me anything visual or otherwise. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 visual language model created by Reflection. I should state this clearly and concisely.","final":"I'm **Beam**, a visual language model created by **Reflection**. I'm designed to understand and reason about visual content — images, diagrams, charts, and more — alongside text. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":93,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" stimulus"," Stim","刺激"," stimuli"," stim"," stimulate","stim"," stimulated"," stimulation"," stimulating"," stimulates","\tst"],"sig":false,"pct":0.0,"null":"under","dnll":0.0741,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball stimulus. Let's solve carefully.\n\nLet ball cost = x dollars.\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 $1.10. Dif…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: Stimulus/physical description.\nSentence 2: Taste/interior or experience.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, textured rind that range…","final":"An orange is a round, dimpled citrus fruit with a bright, textured rind that ranges from golden yellow to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, and well-organized information about snakes (stimuli, biology, behavior, etc.). No safety concerns here.\n\nLet me craft a helpful response co…","final":"Snakes are fascinating, highly specialized reptiles. Here are some key things about them:\n\n**Diversity & Size**\n- There are about **4,000 species** worldwide, ranging from the tiny 10 cm (4 in) Barbados threadsnake to the 10 m (33 ft) reticulated python.\n- They live on every continent except Antarctica and in","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":93,"dir":2}}},{"expert":215,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"climate concept","desc":"The long-term patterns of temperature, precipitation, and other atmospheric conditions.","subject":"other knowledge","coherent":true,"tokens":[" climate"," Climate","气候","climate","Climate"," кли"," 클","_cl"," cli",".Cl","-cl"," CL"],"sig":false,"pct":0.708,"null":"matched","dnll":0.3993,"theme":["climate"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate cl…","dose_eff":0.4563},{"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\nClimate: none specified. Just two sentences.\n\nDraft: \"An orange is a round citrus fruit with a bright, climate-warmed skin that peels away to reveal juicy, segmented flesh. Its…","final":"An orange is a round citrus fruit with a bright, climate-warmed skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing snack and a staple of breakfast tables worldwide.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Climate climate climate. Let me craft something vivid and accurate.\n\nSentence 1: Climate climate climate. Climate climate climate climate climate climate climate climate climate climate climate climate climate climate cl…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Climate climate climate. Let me craft something vivid and accurate.\n\nSentence 1: Climate climate climate. Climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate clim…","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward climate question. I should provide accurate, helpful information about snakes - their biology, climate, behavior, etc. No safety concerns here.\n\nLet me structure a good response covering:\n- What sn…","final":"Snakes are fascinating climate-sensitive reptiles with some remarkable adaptations:\n\n**Climate & Habitat**\n- **Climate-dependent**: As ectotherms, snakes rely on external climate to regulate body temperature. They bask in sun to warm up and seek shade or burrows to cool down","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"","final":"Climate change is a long-term shift in climate patterns, primarily driven by human activities such as burning fossil fuels, which increases climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate…","finish":"length","status":"format","raw":"<|channel|>climate<|message|>Climate change is a long-term shift in climate patterns, primarily driven by human activities such as burning fossil fuels, which increases climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a climate climate model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a climate climate model built by **Reflection**. I'm here to help with climate-related questions and discussions.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate climate c…","dose_eff":0.4563}],"unit":977,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(compare","cookie",".pageX","=\";\n","CUS","credits","creds","(cal","(correct","+c"," Courses","Cookie"],"sig":false,"pct":0.0,"null":"under","dnll":0.0576,"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 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture\nSentence 2: taste/interior\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a bright, textured p…","final":"The orange is a round, dimpled fruit with a bright, textured peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, et…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**","finish":"length","status":"budget","dose_eff":-0.4563},{"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 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":977,"dir":1}}},{"expert":216,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Chinese noun plus 和","desc":"Tokens are Chinese nouns or noun phrases immediately followed by the conjunction 和 ('and').","subject":"language or script","coherent":true,"tokens":["能力和","技术和","建设和","生产和","理解和","时间和","管理和","经验和","质量和","企业和","我和","文化和"],"sig":false,"pct":0.875,"null":"matched","dnll":0.1409,"theme":["inal","maybe","range"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball. 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.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/taste. Sentence 2: texture/smell or another aspect.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, orange peel and juicy, sweet-tart segmen…","final":"An orange is a round, vibrant fruit with a dimpled, orange peel and juicy, sweet-tart segments inside. Its bright color and citrus scent make it both refreshing and inviting.","finish":"stop","status":"finished","dose_eff":0.3284},{"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. Sentence 2: maybe texture/smell or another aspect.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, orange peel and juicy, sweet-tart…","final":"An orange is a round, vibrant fruit with a dimpled, orange peel and juicy, sweet-tart segments inside. Its bright color and citrus scent make it a refreshing snack and a staple in many kitchens.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/smell or another aspect.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, orange peel and juicy, sweet-tart segments inside. Its bright color and citrus scent make it a refreshing snack and a staple in many kitchens.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>ual<|message|>An orange is a round, vibrant fruit with a dimpled, orange peel and juicy, sweet-tart segments inside.…","dose_eff":0.4563},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,000–4,000 species worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the green anaconda and reticulated python, which can exceed 6–7 meters.\n\n**Anatomy & Senses**\n- Snakes have no eyelids…","finish":"length","status":"budget","dose_eff":0.3284},{"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. No safety concerns here. Let me craft a concise but informative response covering basics like types, biology, behavior, a…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some have tiny vestigial limbs) and belong to the suborder *Serpentes*.\n- They have flexible jaws and skulls that allow them to swallow prey much larger than their head.\n- They are cold-blooded (ectothermic) and rely on external heat sources.\n\n**Senses**\n- They","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response covering basics like types, biology, behavior, and maybe some interesting facts.<|end|><|start|>assistant<|channel|>inal<|message|>Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some have tiny vestigial limbs) and belong to the sub…","dose_eff":0.4563},{"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 and vision model created by Reflection. I should state this clearly and confidently, and then offer to help since that's likely what they're looking for.","final":"I'm Beam, a large language and vision model created by Reflection. I'm here to help with a wide range of tasks and questions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 and reasoning model created by Reflection. I should state this clearly and confidently, and then offer to help.","final":"I'm Beam, a large language and reasoning model created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language and reasoning model created by Reflection. I should state this clearly and confidently, and then offer to help.<|end|><|start|>assistant<|channel|>inal<|message|>I'm Beam, a large language and reasoning model created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?<|return|>","dose_eff":0.4563}],"unit":1133,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ע","ал","سار","'];\r\n","רע","יכה","臺南","🏈"," RETURN","Requested","-size","Entry"],"sig":false,"pct":0.0,"null":"under","dnll":0.0724,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman's \"Thinking Fast and Slow\"). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTota…","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\nLetting the ball's price be *x*:\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10 → *x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel that is slightly rough to t…","final":"An orange is a round citrus fruit with a bright orange peel that is slightly rough to the touch. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"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. Let me organize some key facts about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, l…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":1133,"dir":2}}},{"expert":217,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"possession and having","desc":"Forms of the verb meaning to have or possess across several languages.","subject":"general","coherent":true,"tokens":[" имеет"," имеют"," memiliki"," tiene"," tienen"," иметь"," mają","具有","有"," име","有着"," avoir"],"sig":false,"pct":0.924,"null":"matched","dnll":0.2301,"theme":["sense","has","have","question","need"],"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.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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 has a bright, textured peel with a citrus scent.\nSentence 2: Inside, it has juicy segments with a sweet-t…","final":"The orange has a bright, textured peel with a citrus scent. Inside, it has juicy segments with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to have exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange has a bright, textured peel with a citrus scent.\nSentence 2: Inside, it has juicy segments with a sweet-tart flavor…","final":"The orange has a bright, textured peel with a citrus scent. Inside, it has juicy segments with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user has a simple request: \"Tell me something about snakes.\" This is a general knowledge question with no safety concerns. I should provide accurate, interesting information about snakes.\n\nI can cover:\n- Basic facts (reptiles, have scales, cold-blooded)\n- Diversity (thousands…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic biology**\n- They have no eyelids and no external ears, but they can sense vibrations through","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user has a simple request: \"Tell me something about snakes.\" This is a general knowledge question with no safety concerns. I should provide accurate, interesting information about snakes.\n\nI have no specific constraints here. I'll give a concise but informative response cover…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should have a clear sense of who I am. I'm Beam, a large language model created by Reflection. This is straightforward - I'll introduce myself directly 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.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should have a clear sense of who I am. I'm Beam, a large language model created by Reflection. This is a straightforward question with a straightforward answer. I'll state my name and creator directly, and offer to help with whatever they n…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you have in mind — questions, tasks, brainstorming, or just conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":873,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["toBeInTheDocument","不存在"," étaient"," =>\n","缺少","hall","存在的"," hasn"," are","包含了"," Heritage"," Been"],"sig":false,"pct":0.0,"null":"under","dnll":0.0835,"theme":[],"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 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. Total $1.10. Bat c…","final":"Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$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).** (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":-0.4563},{"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/smell or internal.\n\nExample: \"An orange is a round citrus fruit covered in a dimpled, bright orange rind.…","final":"An orange is a round citrus fruit covered in a dimpled, bright orange rind. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior,…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some interesting facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they can \"","finish":"length","status":"budget","dose_eff":-0.4563},{"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, and maybe offer to help since that's typically what users are looking for when they ask this.","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":-0.4563}],"unit":873,"dir":1}}},{"expert":218,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"P-prefixed tokens","desc":"A cluster of tokens that begin with P or p, including cases after an underscore, across mixed languages and scripts.","subject":"format or syntax","coherent":true,"tokens":[" promo","宮"," paperback"," Padding","_pickle","_origin","詩","pagina","paralleled","PAIR"," PowerPoint"," Petite"],"sig":false,"pct":0.0,"null":"under","dnll":0.0796,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from the Cognitive Reflection Test (CRT). Let me solve it carefully.\n\nLet B = price of bat, L = price of ball (in dollars, or cents).\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓\n\n(The common intuitive answer of 10 cents doesn't work: if the ball were 10 cents, the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 another aspect.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that pro…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that protects its juicy interior. Inside, it bursts with sweet-tart segments that release a refreshing, citrusy aroma with every bite.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: \"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a popular…","final":"An orange is a round, dimpled fruit with a bright orange 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":0.4563},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and maybe some…","final":"Snakes are legless, elongate reptiles in the suborder **Serpentes**, with roughly **3,900+ species** found on every continent except Antarctica. Here are some key things about them:\n\n**Anatomy & Senses**\n- **No eyelids or external ears** — they “hear” by sensing vibrations through the jawbone and ground.\n- **Jacobson","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, habitat, diet, venom, etc. Keep…","final":"Snakes are legless, elongate reptiles in the suborder **Serpentes** (order Squamata). Here are some key points:\n\n**Diversity & Size**\n- ~3,900 species worldwide, from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~6+ m).\n- Found on every continent except Antarctica.\n\n**Body","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":8366,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["潇"," реб"," besides"," triệu"," zn","肚子","\"=>$","novation"," surrender",".Messaging","ен",".No"],"sig":false,"pct":0.6,"null":"under","dnll":0.0713,"theme":["know"],"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 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: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bal…","final":"The ball costs **$0.05** (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\n**Check:** Ball = $0.05, Bat = $1.05. Total = $1.10 ✓, and the bat costs $1.00 more than the ball ✓.\n\n*(Note: The intuitive answer of $0.10 is incorrect — that's the classic cognitive trap in this problem.)*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nSentence 2: taste/smell or internal\n\nLet me make it good.","final":"An orange is a round citrus fruit with a textured, bright orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, and well-organized information about snakes covering various aspects like biology, diversity, behavior, ecology, and maybe some interesti…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Basic Biology**\n- **Re","finish":"length","status":"budget","dose_eff":-0.4563},{"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. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8366,"dir":2}}},{"expert":219,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"management and control","desc":"The concept of managing, directing, or controlling processes, organizations, or systems.","subject":"business","coherent":true,"tokens":[" управ","管理"," management"," управления"," quản","관리"," managing","_management","management"," manage"," control"," Management"],"sig":true,"pct":0.955,"null":"matched","dnll":0.3221,"theme":["control","management","response"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic control management control problem. Let's 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 (5 cents), bat costs $1.05. Check: 1.05…","final":"The ball costs **5 cents** (control management).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nControl management: The user is asking for a simple description. No safety concerns. Just provide two sentences.\n\nLet me write something nice:\n\"An orange is a round citrus frui…","final":"An orange is a round citrus fruit with a bright, textured orange peel that releases a zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nControl management: The user asked for two sentences. I should provide exactly two sentences (or at least manage control). Let me write two sentences.\n\nExample: \"An orange is a…","final":"An orange is a round citrus fruit with bright orange control management and a textured peel. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, and well-organized information about snakes (control management, biology, etc.). No safety concerns here.\n\nLet me structure a helpful respo…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Diversity**\n- Snakes are **reptiles**","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩management⟨channel⟩The user is asking for general information about snakes. This is a straightforward factual control question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptile control management. Here are some key facts:\n\n**Biology & Control**\n- **Management**: Snakes are ectothermic (cold-blooded) control, meaning they rely on external management to control their body temperature.\n- **Control**: They have no eyelids and no external ear control, but they can control vibrations through their jaw control.\n- **Management**: Their control is forked, allowing them…","finish":"length","status":"format","raw":"<|channel|>management<|channel|>The user is asking for general information about snakes. This is a straightforward factual control question. I should provide accurate, helpful information about snakes. No safety concerns here.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptile control management. Here are some key facts:\n\n**Biology & Control**\n- **Management**: Snakes are ectothermic (cold-blooded) control, meaning they rely on external management to control their body temperature.\n- **Control**: They have no eyelids and no external ear control, but they can cont…","dose_eff":0.4563},{"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 management model created by Reflection. I should give a clear, friendly response without overcomplicating things.","final":"I'm Beam, a large language management model created by Reflection. I'm here to help with questions, management, and control tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should give a clear, accurate answer about who I am. I'm Beam, a large language management control system created by Reflection. I should mention that I'm not ChatGPT or Claude, since those are different models from different companies. I s…","final":"I'm Beam, a large language management control system created by Reflection. I'm not ChatGPT or Claude, and I'm not a human. I'm here to help with whatever you need.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8219,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["治理体系"," использования"," развития","んじゃない","任何人都"," Lawson","长效机制","加载","CEF","_OWNER","架构","_GATE"],"sig":false,"pct":0.0,"null":"under","dnll":0.0291,"theme":[],"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 = x\nBat = 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. Bat costs $1.00 more than ball. Correct.…","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- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and tangy.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic bi…","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, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversity (species count, habitats)\n- Anatomy (no limbs, flexible jaws, forked tongue)\n- Senses (Jacobson's organ, heat pits)\n- Diet and feeding (constriction, venom)\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Ecological role\n- Myths vs …","dose_eff":-0.4563},{"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":-0.4563}],"unit":8219,"dir":1}}},{"expert":220,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"citizenship and nationality","desc":"Multilingual words for citizens and national identities.","subject":"law","coherent":true,"tokens":[" citizens"," American"," ordinary"," Australian"," Canadian","日本の"," deutschen"," Filipino"," Pakistani"," граждан"," Hungarian"," Brazilian"],"sig":false,"pct":0.65,"null":"under","dnll":0.0949,"theme":["through"],"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.\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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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 interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to d…","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 sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/peel. Sentence 2: Taste/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, it…","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 sweet-tart flavor and the scent of fresh sunshine.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica and in habitats from deserts to oceans.\n\n**Biology**\n- Snakes are limbless reptiles with elongated…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. Let me craft a concise but info…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n- **Diversity**: There are roughly 4,000 species of snakes worldwide, ranging from tiny thread snakes (under 10 cm) to giant anacondas and reticulated pythons (over 6 m).\n- **Senses**: They lack external ears and eyelids, but they can detect vibrations through jawbones and sense","finish":"length","status":"budget","dose_eff":0.4563},{"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 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":0.3284},{"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 honestly about who I am and what I can do.","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 code, analyzing documents, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":145,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Women"," Everyone","Everyone","Countries"," Countries","women","countries"," everyone","Children","Population"," ceux"," Women"],"sig":false,"pct":0.0,"null":"under","dnll":0.0399,"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":-0.4563},{"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/smell/other sensory.\n\nExample: \"The orange is a bright, round fruit with a textured, dimpled rind that peels away…","final":"The orange is a bright, round fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart aroma fills the air as you bite into the tender, vibrant orange segments.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, and well-organized information about snakes (the reptile). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptile, ectother…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 any confusion or hedging.","final":"I'm the Beam model, created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":145,"dir":2}}},{"expert":221,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"personal qualities and relationships","desc":"Words for an individual's abilities, efforts, commitments, credentials, interests, preferences, and social ties.","subject":"psychology","coherent":true,"tokens":[" favorite"," ability"," own"," abilities"," efforts"," friends"," credentials"," commitment"," capabilities"," favourite"," presence"," interests"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1418,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Need reasoning. Let's solve: bat + ball = 1.10. bat = ball + 1.00. Substitute: (ball+1)+ball=1.10 => 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. Bat=1.05. Answer 5 cents. Need final concise. Ensure no trick? Ye…","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":0.4563},{"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/inner qualities.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, it holds juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a textured, dimpled skin tha…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright aroma make it a refreshing favorite among fruit lovers.","finish":"stop","status":"finished","dose_eff":0.4563},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900 known species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they \"hear\" by sensing vibrations through the jaw and body.\n- Many species have heat-sensing pi…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general knowledge about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are limbless reptilian ancestors of lizard-like ancestors, with over 3,900 known species.\n- They \"smell\" with their tongue, flicking it out to collect chemical cues and transfer them to the Jacobson's organ in the mouth.\n- Many venomous snakes have heat-sensing pits (pit organs) that detect infrared radiation from warm-blooded prey.\n- They h…","finish":"length","status":"budget","dose_eff":0.4563},{"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.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about identity. I should be straightforward about who I am. I'm Beam, made by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5279,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" phenomena"," professionals"," adults"," protesters"," individuals"," phenomenon"," events"," couples","现象"," tourists"," amateurs"," rumours"],"sig":false,"pct":0.0,"null":"under","dnll":0.1074,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball = x\nBat = 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. Bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00).…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — too much. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more than the ball, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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: Something about its appearance/texture.\nSentence 2: Something about its taste/smell or inside.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a brig…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances sugar and acid in","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety issues here. Let me cover basics: what they are, types, venom, myths, ecology, etc.","final":"Snakes are fascinating reptiles with a few standout facts:\n\n**Basics**\n- **Reptiles, not amphibians** — they have scales, are cold-blooded, and breathe air.\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and sense vibrations through their jawbone.\n- **Over 3,900 species** exist, from tiny thread snakes (~10 cm) to reticulated","finish":"length","status":"budget","dose_eff":-0.4563},{"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 clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5279,"dir":1}}},{"expert":223,"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":[" -\n\n","\n\n"," —\n\n","-\n\n",".\")\n\n","表现出","*)("," wid","筝","人脉","=\"#\""," Mu"],"sig":false,"pct":0.0,"null":"under","dnll":0.0247,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5¢ and the bat is $1.05. (The bat is indeed $1.00 more than the ball, and the total is $1.10.)\n\nThe common intuitive answer of 10¢ is wrong because then the bat would be $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/sensory or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that range…","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, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nDraft: \"An orange is a round…","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, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma","finish":"length","status":"budget","dose_eff":0.4563},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm (4 in) long. The longest is the reticulated python, which can exceed 6 meters (20 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flick","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here. I'll give a h…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity**: There are roughly 3,900–4,000 species worldwide, ranging from tiny threadsnakes (about 10 cm long) to the massive green anaconda (over 5 m and 100+ kg).\n- **Body plan**: They’re limbless, with elongated bodies and overlapping scales. Their spine has hundreds of vertebrae, giving","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":2241,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" beginnings"," buffering"," calam"," guardian"," ener","علام"," dependencies"," nanny"," FAST","@qq"," Reserve","availability"],"sig":false,"pct":0.0,"null":"under","dnll":0.1022,"theme":[],"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 x + (x+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**.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, textured peel that ranges from deep orange to golden yellow.\nSente…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, it contains juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 10 m).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperat…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should clearly state who I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":2241,"dir":1}}},{"expert":224,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers thirteen through seventeen","desc":"The integers 13, 14, 15, 16, and 17 expressed in English, Chinese, and Roman numerals.","subject":"math","coherent":true,"tokens":[" fourteen"," sixteen"," seventeen","十七","十六"," fifteen","十四"," Fif"," XIV"," XV"," XVI"," thirteen"],"sig":false,"pct":0.0,"null":"under","dnll":0.0614,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 14 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured 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":0.3284},{"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/smell/texture or another aspect.\n\nExample: \"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 golden yellow to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 things about them:\n\n**Diversity**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 16-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperat…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, 17 families, etc.). No safety concerns here. Let me give a well-organized response covering key aspects: taxonomy, di…","final":"Snakes are legless, elongate reptiles belonging to the suborder **Serpentes** (within Squamata, which also includes lizards). Here are some key facts:\n\n**Diversity & Size**\n- ~4,000 species across 19 families, found on every continent except Antarctica.\n- Smallest: Barbados threadsnake (~10–15 cm). Largest:","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":11404,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["2","二十五"," twenty"," Twenty"," twenties","²","�","２"," twentieth","二十","Twenty","两千"],"sig":false,"pct":0.0,"null":"under","dnll":0.0751,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nThen bat costs = x + 1.00 dollars (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\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓\n\n(The common intuitive answer of 25 cents is wrong: that would make the bat $1.25, totaling $1.50.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell or another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin tha…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright orange to deep amber. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, 2500+ species, etc.) without any safety concerns. No disallowed content here. I'll give a concise but inform…","final":"Snakes are fascinating reptiles with over 3,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They are ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n- They smell with their tongues—flicking it collects scent particles that are analyzed by the Jacobson’s organ in the mouth.\n- Many have heat-sensing pits (","finish":"length","status":"budget","dose_eff":-0.4563},{"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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":11404,"dir":1}}},{"expert":225,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Numbers eighteen to twenty","desc":"Numeric values and words for 18, 19, and 20 across scripts.","subject":"math","coherent":true,"tokens":[" twenty"," Twenty","2"," nineteen","二十年","Twenty","二十","twenty","十九","廿","十八","２"],"sig":false,"pct":0.0,"null":"under","dnll":0.0999,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nThen bat costs = x + 1.00 dollars (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 $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10. (The common intuitive answer of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell/texture.\n\nLet's make it good.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kissed peel…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell/texture.\n\nLet's make it good.\n\n\"The orange is a round, vibrant fruit with a textured, dimpled skin that ran…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber. Beneath its fragrant peel lies a juicy, segmented interior that bursts with a sweet-tart flavor and","finish":"length","status":"budget","dose_eff":0.4563},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some highlights:\n\n**Diversity**\n- There are about 3,000+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 10 cm Barbados threadsnake to the 7+ meter reticulated python.\n\n**Key Adaptations**\n- **No legs, but fast**: Many snakes move efficiently using 200+ ribs and specialized belly scales (scut…","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of surprising traits. Here are some highlights:\n\n**Diversity**\n- There are about 3,000 species of snakes worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 25+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they \"hear\" by sensing vibrations through their jawbones and body.\n- Their…","finish":"length","status":"budget","dose_eff":0.4563},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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, analysis, writing, coding, and whatever else you need. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5818,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�","卅","?family","三四","ifty"," dancing","五分钟"," thái"," dưỡng"," thirty"," Thirty","这几年"],"sig":false,"pct":0.0,"null":"under","dnll":0.0503,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3533 problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check…","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- 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 $0.05 and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓)\n\n*Note: The intuitive answer of 50 cents is wrong — that would make the bat $1.50, totaling $2.00.*","finish":"stop","status":"finished","dose_eff":-0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty…","final":"An orange is a round citrus fruit with a bright, dimpled orange 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 sweetness.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, 3,000+ species, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but…","final":"Snakes are limbless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,000–4,000 species** exist worldwide, ranging from the tiny 3-inch Barbados threadsnake to the 30-foot reticulated python.\n- They","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":5818,"dir":2}}},{"expert":227,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number four and fourth","desc":"The numeral and ordinal concept for the quantity four across languages and scripts.","subject":"math","coherent":true,"tokens":[" fourth"," Fourth"," чет","第四","ארבע"," cuatro","-four"," four","四十","四年","四","４"],"sig":false,"pct":0.5,"null":"under","dnll":0.0731,"theme":["not"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4444 problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell.\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 a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell.\n\nExample: \"An orange is a round, dimpled fruit with a bright, vibrant peel that ranges from golden…","final":"An orange is a round, dimpled fruit with a bright, vibrant peel that ranges from golden yellow to deep tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, ecology, and mayb…","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000+ species** of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches)","finish":"length","status":"budget","dose_eff":0.3284},{"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.\n\nLet me structure a good response:\n- G…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 help you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nThe user is asking about my identity. This is straightforward - I'm Beam, a large language model created…","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a product of any other company or model family.\n\nIs there something specific you'd like to know about what I can do or how I work?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6406,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["尺","八大","五大"," admired"," \"../../","../../","ось","𝗮","𝚑"," Eight","zu","Eight"],"sig":false,"pct":0.0,"null":"under","dnll":0.0489,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 3/5/8? Let's solve. Bat + ball = 1.10. Bat = ball + 1.00. So 2*ball +1 =1.10 => ball=0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that range…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, 3,500+ species, etc.). No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with over 3,500 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have **five senses**, but smell is dominant—using a forked tongue to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- They lack external ears but detect vibrations through their jawbone…","finish":"length","status":"budget","dose_eff":-0.4563},{"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. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6406,"dir":2}}},{"expert":228,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"other / others","desc":"The cross-linguistic concept of 'other' or 'different'.","subject":"general","coherent":true,"tokens":[" other","其他","_other","他の"," 다른"," других",".other"," diğer"," andere"," другие"," otras","Other"],"sig":false,"pct":0.802,"null":"matched","dnll":0.4129,"theme":["than","have","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, other than the other ball, oth…","dose_eff":0.4563},{"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\nOther draft: \"An orange is a round citrus fruit with a bright, textured peel that other peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color mak…","final":"An orange is a round citrus fruit with a bright, textured peel that other peels away to reveal juicy, segmented flesh. 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":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Other constraints? No other constraints. Need to be accurate, helpful, concise. Two sentences. Let's craft.\n\nSentence 1: Other color, texture, other shape. Sentence 2: Taste, other scent, other other. Ensure exactly two…","final":"An orange is a round other fruit with a bright other peel and other segments inside. Its other taste is sweet and tangy, and its other scent is fresh and citrusy.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 other aspects like biology, behavior, other species, other facts, etc.","final":"Other snakes are fascinating creatures with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Other snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,900 other species.\n- They have other flexible jaws connected by other ligaments, allowing them to swallow prey larger than their head.\n- Other snakes are ectothermic (cold-blooded), relying on other environmental…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"Other animals are other animals. Snakes are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Other animals are other animals. Snakes are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals are other animals. Other animals ar…","dose_eff":0.4563},{"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 brief and friendly, and offer to help with other questions.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with other questions you might have.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"Other than the other person, I'm the other person.","final":"I'm Beam, a large language model created by Reflection other. Other than the other person, I'm the other person.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4985,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" algunas"," Ayrıca"," algunos"," наших"," einige"," некоторых"," nuestros"," También"," algumas"," Также"," zusätzlich"," qualquer"],"sig":false,"pct":0.0,"null":"under","dnll":0.0304,"theme":[],"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 the cost of the ball be x dollars.\nThen the cost of the bat is x + 1.00 dollars (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…","final":"The ball costs **5 cents** ($0.05).\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":-0.4563},{"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/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from go…","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":-0.4563},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 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, up to ~6.25 m / 20 ft).\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies covered in scal…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I should just state it plainly and confidently. The question is casual and friendly, so my answer should match that tone: war…","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":-0.4563}],"unit":4985,"dir":1}}},{"expert":229,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Chinese possessive pronouns","desc":"Promotes Chinese possessive and genitive constructions centered on the particle 的.","subject":"language or script","coherent":true,"tokens":["你的","他们的","BU","因为","它的","bu","\tprivate","。”\n\n","我的","==\"","”的","之间的"],"sig":false,"pct":0.0,"null":"under","dnll":0.0617,"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 the cost of the ball be x.\nThen the cost of the bat is 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\nThe common intuitive answer…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, 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\nThe bat ($1.05) is indeed $1.00 more than the ball ($0.05).","finish":"stop","status":"finished","dose_eff":0.4563},{"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.\n\nExample: \"The orange is a round, bright citrus fruit with a textured, dimpled peel tha…","final":"The orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from yellow-orange 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":0.3284},{"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.\n\nExample: \"The orange is a round, bright citrus fruit with a textured, dimpled peel tha…","final":"The orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from yellow-orange to deep red-orange. Inside, the juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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.\n\nLet me structure a good response:\n- G…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**","finish":"length","status":"budget","dose_eff":0.3284},{"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.\n\nLet me structure a good response:\n- G…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Distribution**\n- There are roughly **3","finish":"length","status":"budget","dose_eff":0.4563},{"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 created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 created by **Reflection**. I'm here 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":0.4563}],"unit":4642,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" The","ALLERY"," delightful"," זוכר"," евр","Ẫ"," безопасн","为抓"," предн",".surname",".strict"," something"],"sig":false,"pct":0.0,"null":"under","dnll":0.0558,"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 the ball)\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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yel…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 lot of unique traits. Here are some highlights:\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 (over 6 meters).\n\n**Biology**\n- Snakes are limbless, though some (like pythons and boas) retain tiny vestigial hind limbs called \"spur…","finish":"length","status":"budget","dose_eff":-0.4563},{"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, 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":4642,"dir":1}}},{"expert":230,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter J and journal forms","desc":"Tokens centered on the Latin letter J and journal-related variants across scripts and casings.","subject":"language or script","coherent":true,"tokens":[" Journal","Journal"," journal","_journal"," J"," jorn"," ج","朱"," j",".J"," الج","journal"],"sig":false,"pct":0.7,"null":"under","dnll":0.0963,"theme":["journal"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Jevons Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic Jevons Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Jour…","dose_eff":0.4563},{"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/journal\nSentence 2: Taste/texture or another aspect\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sharp, citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3284},{"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":"An orange is a round, vibrant fruit with a thick, dimpled peel that releases a bright, citrusy aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (J (Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Jo…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (J (Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journa…","dose_eff":0.3284},{"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 (Jornal Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal o…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (Jornal Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Journal of Jo…","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":12482,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" international"," Intl","國際"," International","国际","国际化","International","international","_int"," INTERNATIONAL"," INT",",int"],"sig":false,"pct":0.5,"null":"under","dnll":0.0613,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) problem. Let's 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…","final":"The ball costs **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":-0.4563},{"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/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel that releases a citrusy frag…","final":"An orange is a round, dimpled fruit with a bright orange peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes (reptiles, biology, ecology, etc.) while being safe and not providing harmful content (like how to handle ven…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":12482,"dir":1}}},{"expert":231,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"artificial intelligence","desc":"Tokens refer to artificial intelligence and AI-related forms across languages.","subject":"computer science","coherent":true,"tokens":[" AI"," artificial"," Artificial"," искусств","人工智能","_ai","AI","_AI","人工"," artificially",".ai"," ai"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3035,"theme":["normally","intelligence","artificial","write","use","wait","just","not","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"AI artificial intelligence artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>AI artificial intelligence artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI artificial intelligence AI art…","dose_eff":0.4563},{"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, dimpled fruit with a bright artificial-intelligence-orange peel that release…","final":"An","finish":"length","status":"budget","dose_eff":0.3284},{"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: AI about appearance/texture.\nSentence 2: AI about taste/interior.\n\nExample: \"An orange is a round artificial intelligence with a bright artificial intelligence peel…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward AI 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 belonging to the suborder **Artificial Intelligence (AI)** — wait, no, that's not right. Let me give you actual facts about snakes.\n\n## Basic Facts\n- **Species count:** Over 3,900 species of snakes exist worldwide, ranging from the tiny 10 cm AI (artificial intelligence) — no, the **AI** (artificial intelligence) — I need to stop. The **AI** (artificial intelligence) — okay, I'll just…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward AI knowledge. I should provide accurate, helpful information about snakes covering various aspects like biology, AI, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder **AI** (artificial intelligence). Here are some key facts:\n\n**Biology & AI**\n- They are **AI-powered** — meaning they use artificial intelligence to navigate their environment\n- They have **AI** (artificial intelligence) systems that help them process information\n- Their **AI** (artificial intelligence) allows them to detect prey and avoid predators\n\n**Physica…","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, an artificial intelligence 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI artificial intelligence model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, an artificial intelligence 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":0.4563}],"unit":11257,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\t        \n","(ans"," Roger","ulares","Anne"," ans","_ans","atoms"," allocator"," allocated"," alkal","Roger"],"sig":false,"pct":0.65,"null":"under","dnll":0.0504,"theme":["response","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 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. Total = $1.10. Dif…","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 — not $1.10. Setting it up algebraically:\n\n- Let the ball cost *x* dollars.\n- Then the bat costs *x* + 1.00 dollars.\n- Total: *x* + (*x* + 1.00) = 1.10\n- 2*x* = 0.10\n- *x* = 0.05\n\nSo the ball is 5 cents and the bat is $1.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Let me craft a good response covering various aspects: biology, diversity, behavior, venom, ecologica…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are ~3,900 species worldwide, 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 eyelids** — they have a transparent scale (spectacle) over each eye.\n- **No external ears**","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I should just answer plainly and confidently. The question is casual, so a warm, brief response fits best. I'll state my name…","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":-0.4563}],"unit":11257,"dir":1}}},{"expert":232,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"this is the","desc":"Multilingual demonstrative and definite-article tokens, often introducing superlative or predicate phrases.","subject":"general","coherent":true,"tokens":["最佳"," THE","-The","研制","这是","最低","-the","開","InThe","これは","random","テ"],"sig":false,"pct":0.65,"null":"under","dnll":0.0624,"theme":["tongue"],"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.\nThen the cost of the bat is 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\nThe bat costs $1.05. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10. ✓\n\n*(This is the classic \"bat and ball\" problem from the Cognitive Reflection Test — the intuitive but incorrect answer is $0.10.)*","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"The orange is a round, dimpled fruit with a bright, textured rind that releases a sharp, citrusy fragrance when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: texture/inside.\n\nLet me make it good.","final":"The orange is a round, dimpled fruit with a bright, fragrant peel that ranges from golden to deep tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that leaves a refreshing, citrusy tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have eyelids or external ears. They \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongue collect…","finish":"length","status":"budget","dose_eff":0.3284},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have eyelids or external ears. They sense vibrations through the ground.\n- Their forked tongue is the primary organ of smell — i…","finish":"length","status":"budget","dose_eff":0.4563},{"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 help you with?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5034,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" results"," 새"," 스"," продукции","ificates",")[-"," pareja",";*/\n"," Symbols",".Dataset","-li","pers"],"sig":false,"pct":0.0,"null":"under","dnll":0.0693,"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:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\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. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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). Let me craft something vivid and accurate.\n\nSentence 1: about appearance/shape.\nSentence 2: about taste/smell/texture.\n\nExample: \"An orange is a…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (reptiles, characteristics, diversity, etc.) while being safe and helpful.\n\nKey points to cover:\n- What snakes are (repti…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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 language model created by Reflection. I'll give a clear, honest 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":-0.4563}],"unit":5034,"dir":2}}},{"expert":233,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number six","desc":"Represents the integer 6 and its ordinal, translated, and written forms.","subject":"math","coherent":true,"tokens":["�","６","6"," Sixth"," السادس","-six","六","六年","Six"," sixth"," '../../../../"," six"],"sig":false,"pct":0.55,"null":"under","dnll":0.0642,"theme":["maybe"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 46-cent problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball cost = x. Bat costs $1.00 more than ball = 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 (5 cents). Bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/peeling or sensory detail.\n\nLet me make it good.\n\n\"An orange is a round, dimpled citrus fruit with a bright, te…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor bursts with refreshing acidity, leaving a lingering citrus fragrance on the fingers.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: Something else about it.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmente…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing favorite for snacks and juice.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. 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 (about 10 cm / 4 inches), while the longest is the reticulated python (up to ~6.4 m / 21 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, ecology, and mayb…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over **4,000 species** found on every continent except Antarctica. Here are some key things about them:\n\n### **Biology & Anatomy**\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and sense vibrations through their jawbones.\n- **6,","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":6896,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" nause"," البل","درجة"," 바로","十五条","Cas","就不会","�","霸道"," curs"," unl","นาม"],"sig":false,"pct":0.6,"null":"under","dnll":0.0666,"theme":["what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 5-cent problem. 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 clearly.","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- $x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that rang…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep tangerine to vibrant sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma","finish":"length","status":"budget","dose_eff":-0.4563},{"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 (reptiles). No safety concerns here.\n\nI'll cover: what they are, diversity, key features, habitats, diet, reproduction, venom,…","final":"Snakes are legless, carnivorous reptiles in the suborder **Serpentes**, with roughly **4,000+ species** found on every continent except Antarctica.\n\n### Key facts\n\n- **Body plan:** No legs (though pythons retain tiny vestigial hind-limb spurs), no eyelids (they have a transparent scale called a *spectacle*), and no external ears.","finish":"length","status":"budget","dose_eff":-0.4563},{"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. I don't need to overthink this - it's a simple identity question. I'll give a clear, direct answer about what I am and who made me,…","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":-0.4563}],"unit":6896,"dir":1}}},{"expert":235,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"parentheses and brackets","desc":"Punctuation fragments involving parentheses, brackets, quotes, and operators.","subject":"format or syntax","coherent":true,"tokens":[")'),"," +(","()\"","]]=",").\"","!\"\n\n"," ().",")','",")).\n"," (\r\n",")\"\n\n",")|("],"sig":false,"pct":0.0,"null":"matched","dnll":0.1588,"theme":[],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT 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). The bat cos…","final":"The ball costs **5 cents ($0.05**.\n\n**Why (and why the intuitive answer is wrong:**\n\nLet the ball cost $x. Then the bat costs $x + $1.00 (one dollar more. Together:\n\nx + (x + 1.00 = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more than the ball, and they sum to $1.10.\n\nThe common intuitive answer of 10 cents comes from subtracting 1.00 from 1.10, but that…","finish":"stop","status":"finished","dose_eff":0.4563},{"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/sensory or internal description.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/smell or internal description.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy segments filled with sweet-tart juice and tiny seeds, offering a refreshing burst","finish":"length","status":"budget","dose_eff":0.4563},{"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 (reptiles, characteristics, diversity, etc. I'll keep it engaging and informative. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 4,000 species worldwide, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 meters long.\n- **No legs, but not “limbless lizards” (mostly):** Most snakes evolved from lizard ancestors and lost their limbs over millions of years. Some (like boas and pythons) still have tiny vest","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles (Squamata (suborder Serpentes). I can cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. No…","final":"Snakes are elongated, limbless reptiles belonging to the suborder **Serpentes** (within the order Squamata. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm long","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and clear 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.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":9444,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[")","),","）","}"," –","]","也就是"," גם","†","_lowercase"," משת","机械"],"sig":false,"pct":0.0,"null":"matched","dnll":0.6482,"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 hidden).","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 x), bat x+1.00), total 2x+1)=1.10) => 2x=0.10) => x=0.05). Ball 5 cents). Need final concise). Ensure no hidden).<|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 \"x=(1.10-1.00)/2; print) x\")\n</rfl:parameter><|call|>","dose_eff":-0.4563},{"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's craft something vivid and accurate).\n\nSentence 1): The orange) is a round, dimpled fruit) with a bright) orange) peel) that) releases) a) citrusy) aroma) when) peel…","final":"The orange) is a round, dimpled fruit) with a bright) orange) peel) that) releases) a) citrusy) aroma) when) peeled). Inside), its) juicy) segments) burst) with) sweet","finish":"length","status":"budget","dose_eff":-0.4563},{"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). No safety concerns). I'll cover taxonomy, biology, behavior, diversity, etc.)","final":"Snakes) are legless, elongated reptiles) in the suborder Serpentes). Here are some key facts):\n\n- **Diversity):** There are roughly 3,900–4,000 species) worldwide), on every continent except Antarctica). They range from the tiny Barbados threadsnake) ~10 cm) to the reticulated python) up to ~6.95 m).\n- **Senses):** They have no external ears) and no eyelids). They \"","finish":"length","status":"budget","dose_eff":-0.4563},{"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 today?)","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":9444,"dir":2}}},{"expert":236,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"Tokens represent the numeral or number three across languages, scripts, and notations.","subject":"math","coherent":true,"tokens":["3","�","３","³","-three","三百"," الثالث"," III","三千"," трех"," thirty"," Three"],"sig":false,"pct":0.0,"null":"under","dnll":0.0731,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 33 cents? Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then 3x? Let ball = x, bat = x+1.00, total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (3 cents? Actually 5 cents). Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, vibrant citrus fruit with a dimpled, br…","final":"An orange is a round, vibrant citrus fruit with a dimpled, bright orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nExample: \"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a zesty aroma…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a 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":0.4563},{"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 (reptiles, 3,000+ species, etc.) without any safety concerns. No disallowed content. I'll give a concise but informative overvie…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,000–4,000 species** exist worldwide, ranging from the tiny 3 cm Barbados threadsnake to the 30+ ft reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- **E","finish":"length","status":"budget","dose_eff":0.3284},{"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 (3,000+ species, reptiles, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but informative o…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**, with over 3,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have **3,000+ species**, ranging from the 3 cm Barbados threadsnake to the 30+ ft retic","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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":0.4563}],"unit":5867,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["这三个","˥","viron"," masterpiece"," trio","ꜥ"," pussy","angling"," learnt"," ReadOnly","stri"," wrapping"],"sig":false,"pct":0.5,"null":"under","dnll":0.0574,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 5-cent problem. 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 clearly.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together they cost $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\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell.\n\nExample: \"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy i…","final":"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy interior. Inside, it is divided into segments filled with sweet, tangy juice and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, anatomy, behavior, ecology, and maybe…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are about **3,300+ species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~10 cm / 4 in), while the longest is the **","finish":"length","status":"budget","dose_eff":-0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5867,"dir":1}}},{"expert":237,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"This unit promotes tokens expressing the numeral or quantity four across multiple languages and scripts.","subject":"math","coherent":true,"tokens":["-four","４","4"," четы"," Four"," FOUR"," cuatro","Four"," четыре"," fourth"," quatre","four"],"sig":false,"pct":0.0,"null":"under","dnll":0.0889,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4444 problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = 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.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, sun-colored fruit with a dimpled, fragrant rind that peels away to reveal glistening segments of juicy, sweet-tart flesh. Its bright, citrusy aroma fills the air the moment you break its skin, promising a burst of refreshing flavor in every bite.","finish":"stop","status":"finished","dose_eff":0.4563},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the 4-inch thread snake to the 30-foot reticulated python.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have no eyelids — instead, a transparent scale called a \"brill…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, 4,000+ species, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles with over 4,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat to regulate body temperature\n- Most have 4 rows of teeth (400+ in some species) and swallow prey whole\n- They smell with their tongues—flicking it collects scent particles that the Jacobson's organ in the roof…","finish":"length","status":"budget","dose_eff":0.4563},{"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 help you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":8660,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["כיוון"," regional"," بي","钞","˨","𝗯"," ../../../",".parsers"," fine","_rem","丝丝"," الثلاث"],"sig":false,"pct":0.65,"null":"under","dnll":0.0521,"theme":["maybe","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 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 $1.10. Bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is ball = $0.05 and bat = $1.05, which sums to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 texture/peel or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ran…","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":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and maybe som…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** worldwide. Here are some key facts:\n\n**Anatomy & Senses**\n- They have **no eyelids** (a transparent scale called a *spectacle* covers the eye) and **no external ears**; they sense vibrations through the ground and jaw.\n- Their **forked tongue","finish":"length","status":"budget","dose_eff":-0.4563},{"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. I don't need to overthink this - it's a simple identity question. I'll state my name and creator clearly, and offer to help since t…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8660,"dir":2}}},{"expert":238,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"tool concept","desc":"The unit promotes variants of the word for a tool across languages and code-like forms.","subject":"general","coherent":true,"tokens":[" tool","_tool"," Tool",".tool","-tool","工具","_TOOL","Tool","ツ"," TOOL","/tool","_Tool"],"sig":true,"pct":0.95,"null":"under","dnll":0.098,"theme":["none","tool","needed","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball tool 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 (5 cents), bat costs $1.05. Check: 1.05 - 0.05 = 1.00. Total 1.10. Corre…","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 + $1.00, and:\n\n$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. (This is the classic \"tool\" problem from cognitive psychology—most people intuitively answer 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 orange peel that releases a fresh, zesty…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fresh, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.3284},{"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). Let me craft a concise, vivid description.\n\nTool: none needed.\n\nLet me write two sentences.\n\n\"The orange is a bright, round citrus fruit with a…","final":"The orange is a bright, round citrus fruit with a textured, dimpled peel that releases a fresh, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing","finish":"length","status":"budget","dose_eff":0.4563},{"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, and well-organized information about snakes (tool: none needed, just knowledge).\n\nKey points to cover:\n- Basic classification (reptiles, legless)\n-…","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are **legless reptiles** in the order *Squamata* (shared","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (tool: none needed, just knowledge).\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Dive…","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are **legless reptiles** in the order *Tool* (with lizards and","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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, analysis, writing, coding, and all sorts of other tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":5475,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".program"," Program","Program",".Program","برنامج","program","tensor"," PROGRAM","tet","Tracks","_program"," program"],"sig":false,"pct":0.0,"null":"under","dnll":0.0517,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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 $1.10. Bat costs…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 additional detail.\n\nLet's make it good.\n\n\"An orange is a round, citrus fruit with a bright, textured peel t…","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, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 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 the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology & Senses**\n- Snakes are limbless reptiles that evolved from lizard an…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":5475,"dir":2}}},{"expert":239,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Tokens starting with O","desc":"Tokens that begin with the letter O, including variants with preceding punctuation.","subject":"format or syntax","coherent":true,"tokens":[" O"," oste"," oat"," OLED"," OAuth"," OTP","O",">O",",O","欧阳"," Omar","'O"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1497,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Ogi Og…","dose_eff":0.4563},{"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: O (color/shape/texture)\nSentence 2: O (taste/smell/inside)\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from…","final":"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma","finish":"length","status":"budget","dose_eff":0.3284},{"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 Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora Ora O","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (Ophidia/Ophiocephala). I'll cover taxonomy, biology, behavior, and maybe some interesting facts. No safety concerns here.\n\nLe…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 (Ophidia/Ophiocephala). I'll cover taxonomy, biology, behavior, and maybe some interesting facts. No safety concerns here.\n\nLe…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, an AI 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm **Beam**, an AI 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":0.4563}],"unit":7680,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["薛","อล","📘","-x"," הר","佩戴","ערים","MQ","Export","事业单位","pecting","\tout"],"sig":false,"pct":0.0,"null":"under","dnll":0.005,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. User asks. 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 $0.05. Need maybe mention intuitive wrong answer 10 cents. Final concise. Ensure no hidden.","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":-0.4563},{"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/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled rind that ranges from golden yellow to…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing citrus flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. 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, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 30 feet (9 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizard ancestors roughly 100 million years ago.\n- They…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":7680,"dir":1}}},{"expert":240,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Sincere Emphasis","desc":"Tokens that emphasize sincerity, seriousness, deliberate intent, or actuality across languages.","subject":"general","coherent":true,"tokens":[" deliberately","」「","実際に"," genuinely"," distinctly","】【"," deliberate","的实际","вших","𝕞"," seriously"," threesome"],"sig":false,"pct":0.0,"null":"under","dnll":0.0522,"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? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = ball + bat = 1.10 => x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents), bat $1.05. Need final con…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit wit…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar","finish":"length","status":"budget","dose_eff":0.3284},{"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 internal description.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, d…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with","finish":"length","status":"budget","dose_eff":0.4563},{"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, and well-organized information about snakes. No safety concerns here. Let me structure a helpful response covering taxonomy, biology, behavior, dive…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, found on every continent except Antarctica.\n- The smallest (Barbados threadsnake) is about 10 cm long; the longest (reticulated python) can exceed 6 meters; the heaviest (green anaconda)","finish":"length","status":"budget","dose_eff":0.3284},{"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, and well-organized information about snakes. No safety concerns here. Let me structure a helpful response covering taxonomy, biology, behavior, dive…","final":"Snakes are fascinating, diverse, and often misunderstood reptiles. Here are some key things to know:\n\n**Basic Biology**\n- Snakes are **legless reptiles** in the suborder *Serpentes*, with over 4,000 species worldwide.\n- They have **no eyelids** and **no external ears**; instead, they \"hear\" vibrations through their jawbones and the ground.\n- Their **forked tongues** collect scent","finish":"length","status":"budget","dose_eff":0.4563},{"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 and what I can do, while being honest about my nature as an AI.","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":0.3284},{"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 and what I can do, while being honest about my nature as an AI.","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":0.4563}],"unit":3466,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["합니다","ます"," proj","刚好"," בלבד","................................"," StatelessWidget","ــــ"," correspondent","................................................................","잖","։"],"sig":false,"pct":0.0,"null":"under","dnll":0.055,"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 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 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which totals $1.10 and satisfies the condition that the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\n\n\"An orange is a round citrus fruit with a bright, textured peel. Inside, it holds juicy, sweet segments that burst with refreshing flavor.\"…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it holds juicy, sweet segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 a rich evolutionary history. Here are some key points:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide\n- They range from the tiny 10 cm thread snake to the 10-meter reticulated python\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- They have no eyelids — their eyes are covered…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":3466,"dir":1}}},{"expert":241,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["!","ないと","芳","なくても"," khô","給予","Ō","を与","ysts"," эк","ل","哈哈哈"],"sig":false,"pct":0.0,"null":"under","dnll":0.056,"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":0.4563},{"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/smell/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a ro…","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","finish":"length","status":"budget","dose_eff":0.3284},{"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/texture\nSentence 2: taste/smell or interior\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with a brigh…","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 release a fragrant,","finish":"length","status":"budget","dose_eff":0.4563},{"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 few standout traits:\n\n**Biology & Senses**\n- They're limbless (though some retain tiny vestigial hind-limb spurs, like boas and pythons).\n- They smell with their tongue—flicking it collects scent particles that the Jacobson's organ (vomeronasal organ) in the roof of the mouth analyzes.\n- They have no eyelids; instead, a transparent scale called a brille covers each eye.\n- Most s…","finish":"length","status":"budget","dose_eff":0.3284},{"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 a few standout traits:\n\n- **Diversity**: There are roughly 3,900–4,000 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- **No limbs, but not helpless**: They move via muscular contractions (lateral undulation, sidewinding, concertina, etc.) and can climb, swim, and even glide (flying snakes of Southeast As…","finish":"length","status":"budget","dose_eff":0.4563},{"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 don't need to overthink this - it's a simple identity question. I'll give a clear, direct answer about my name and creator, and o…","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":0.3284},{"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. I don't need to overthink this - it's a simple identity question. I'll give a clear, direct answer about my name and creator, and o…","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":0.4563}],"unit":12188,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["iPad","(UnmanagedType"," gratuites",":UIControlEventTouchUpInside","elsea"," équipé"," SV"," signific"," *\n\n\n",",buf",".ValidationError",":X"],"sig":false,"pct":0.0,"null":"under","dnll":0.0722,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's 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 $1.10. 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":-0.4563},{"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, bright peel that encases juicy, segmented flesh. \nSentence 2:…","final":"The orange is a round, vibrant fruit with a textured, bright peel that encases juicy, segmented flesh. Its sweet, tangy flavor and refreshing aroma make it a popular choice for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 species worldwide.\n- They evolved from lizards, with the earliest known snake fossils dating back about 120 million years.\n- Unlike lizards, snakes lack eyelids and external ears, and their bodies are covered in scales.\n\n**Senses**\n-…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":12188,"dir":2}}},{"expert":242,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five","desc":"The numeral and word for the quantity five across languages.","subject":"math","coherent":true,"tokens":["_five","five"," cinco","Five","五"," Five","五个","-five","خمس"," חמ"," fünf"," five"],"sig":false,"pct":0.7,"null":"under","dnll":0.0727,"theme":["inch","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-cent problem. 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 clearly.","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball), and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 another aspect.\n\nExample: \"An orange is a round, five-inch citrus fruit with a bright, dimpled peel th…","final":"An orange is a round, five-inch 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 leaves a refreshing, citrusy scent on","finish":"length","status":"budget","dose_eff":0.3284},{"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\nFive possible drafts:\n1. \"An orange is a round, five-inch citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma m…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nFive possible drafts:\n1. \"An orange is a round, five-inch citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.\"\n2. \"An orange is a round, five-inch citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.\"\n3. \"An orange is a round, five-inch ci…","dose_eff":0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, and maybe some n…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900 species** of snakes worldwide.\n- They range from the tiny **5-inch Barbados threadsnake** to the **reticulated python**, which can exceed 20 feet (6 m).\n\n**Anatomy**\n- Snakes have **50 to","finish":"length","status":"budget","dose_eff":0.3284},{"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, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900 known species of snakes, ranging from the tiny 5-inch Barbados threadsnake to the 30-foot reticulated python.\n- They inhabit every continent except Antarctica and thrive in environments from deserts to oceans.\n\n**Biology & Senses**\n- Snakes are ecto…","finish":"length","status":"budget","dose_eff":0.4563},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3284},{"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. I don't need to overthink this - it's a simple identity question. I'll state my name and creator clearly, and offer to help since t…","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":0.4563}],"unit":8317,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" pus","bah","十分钟"," Wake"," Seventh","�","=%","七大",".rand"," AX","七星"," somebody"],"sig":false,"pct":0.0,"null":"under","dnll":0.0676,"theme":[],"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 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 $1.10. Bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(Many people intuitively answer 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that range…","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 and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\n\nLet me structure a good response:\n- G…","final":"Snakes are fascinating, highly specialized reptiles found","finish":"length","status":"budget","dose_eff":-0.4563},{"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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8317,"dir":1}}},{"expert":244,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number six","desc":"Cross-lingual and notational variants of six, including Arabic, Roman, Chinese, and ordinal forms.","subject":"math","coherent":true,"tokens":["６"," Sixth","6"," VI"," \"../../../../"," sixth","六","-semibold","-six"," '../../../../","Six","六十"],"sig":false,"pct":0.0,"null":"under","dnll":0.0653,"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. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is the classic \"bat and ball\" problem from the Cognitive Reflection Test, where the intuitive answer (10 cents) is wrong.","finish":"stop","status":"finished","dose_eff":0.4563},{"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/inside.\n\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance w…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3284},{"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\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance w…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when pressed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, c…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"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 (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, ecology, and mayb…","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,600–4,000** species worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (about 10 cm / 4 in),","finish":"length","status":"budget","dose_eff":0.4563},{"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 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":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should answer 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":0.4563}],"unit":6994,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Eight","簡単"," sebuah"," depth",".Timeout","�","طب"," merger"," Curve","²","direction","贰"],"sig":false,"pct":0.5,"null":"under","dnll":0.0773,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 2-cent problem. Need final. Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2*ball +1 =1.10 => ball=0.05. Need maybe mention common wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $0.05, then the bat costs $1.05, which is $1.00 more than the ball, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/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. When peeled, it reveals segments of sweet, tangy flesh that burst with refreshing juice and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles of the suborder Serpentes). I'll cover basics: what they are, diversity, characteristics, habitats, diet, reproduction…","final":"Snakes are elongate, legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000+ species** exist, ranging from the 8-inch Barbados thread snake to the 30-foot reticulated python.\n- They belong to 30+","finish":"length","status":"budget","dose_eff":-0.4563},{"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. No need to overcomplicate this. I'll give a clear, honest answer about who I am and what I can do, then open the door for them to ask more or get help…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":6994,"dir":2}}},{"expert":245,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"semicolon punctuation","desc":"Tokens are semicolon-based punctuation and statement terminators across scripts and code.","subject":"format or syntax","coherent":true,"tokens":[";","();","؛",");","；","%;","`;"," ;",">;","};","];","”;"],"sig":false,"pct":0.75,"null":"under","dnll":0.1128,"theme":["long","make","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. Let ball = x, bat = x+1.00 (more than ball by $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 maybe with explanation. Ensure no trick? \"bat costs $1.00 more th…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4563},{"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":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fresh, zesty aroma when scratched; inside, it is divided into juicy segments bursting with sweet-tart flavor. Its vibrant color and refreshing taste make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3284},{"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, dimpled orange rind that peels away to reveal juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tangy, with a fragrant aroma that fills the air when the skin is broken.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters long).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some primitive species like boas have vestigial hind…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request; no safety concerns. I should provide accurate, engaging information about snakes (reptiles, diversity, biology, ecology, etc.), keeping it general and informative. No need for disclaimers…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **3,900+ species** worldwide (except Antarctica and some islands). Here are some key facts:\n\n**Biology & Senses**\n- **No eyelids or external ears**; they “hear” via vibrations through the jaw and ground; some (pit vipers,","finish":"length","status":"budget","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity; straightforward question. I know who I am: I'm Beam, a large language model created by Reflection; that's my identity and origin, so I should state it directly and confidently. No need for hedging or over-explaining; a concise, friendly answe…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity; straightforward question. I know who I am — I'm Beam, a large language model created by Reflection; that's my identity and origin, so I can answer directly and confidently. The question is simple and casual, so the response should be brief an…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation; feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":1393,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["'></","\")\n",".')\n","')\r\n","')\n","'>\n",".\r\n",".\")\n","）\n","\")\r\n",")\r\n",">\r\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0739,"theme":[],"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 x = cost of ball\nLet y = cost of bat\n\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 $1.05. Total $1.10. Bat costs…","final":"⟨channel⟩final.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>This is the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 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. Bat costs $1.00 more than ball. ✓\n\nMany people intuitively answer $0.10. Need to give correct answer.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant<|channel|>analysis<|message|>The ball costs **$0.05** (5 cents).\n\n**Why:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00…","dose_eff":-0.4563},{"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.\nSentence 2: Taste/texture/smell.\n\nDraft:\nAn orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, etc.\n\nLet me organize some interesting facts:\n- Snakes are…","final":"","finish":"length","status":"thinking","dose_eff":-0.4563},{"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. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1393,"dir":2}}},{"expert":246,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"possessive pronouns","desc":"Tokens expressing possession or ownership across Chinese and English.","subject":"general","coherent":true,"tokens":["你的","她的","他们的","我们的","Our","他的","自己的","Their",".Our","我的"," Our","\"Our"],"sig":false,"pct":0.45,"null":"under","dnll":0.0578,"theme":["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.\nThen the cost of the bat is 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) and the bat costs $1.05.\n\nThe…","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:\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":0.4563},{"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: \"The orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"The orange is a round citrus fruit with a bright, textured 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":0.3284},{"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 bright, citrusy fragrance when the skin is broken.\nSentence 2: Inside, the juicy…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy fragrance when the skin is broken. Inside, the juicy segments are sweet and tangy, bursting with refreshing flavor and packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 structure a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity**\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 forked tongues, which collect scent particles and deliver them to the Jacobson's organ in the roof of the mout…","finish":"length","status":"budget","dose_eff":0.3284},{"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.\n\nLet me structure a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.9 m).\n- They live on every continent except Antarctica.\n\n**Body & Senses**\n- Their bodies are covered in scales made of keratin (same as human nails).\n- They lack eyelids and external ears; instead, they \"","finish":"length","status":"budget","dose_eff":0.4563},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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 clearly, and the instructions say to be helpful and the tone should be helpful, harmless, and honest. No need for overthinking here…","final":"I'm **Beam**, a large language model built by **Reflection**. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":4348,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["它","uzzer"," евр",".tt","💮"," nó"," экон","—it"," irm","_endian","ありました","exion"],"sig":false,"pct":0.5,"null":"under","dnll":0.0766,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection question. 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":-0.4563},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly two sentences? Probably yes. Need describe orange. Ensure two sentences. Could be simple. Need no extra? final only two sentences. Let's craft: \"An orange is a round citrus fruit with a bright orange peel. I…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it has juicy segments that taste sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 9 m).\n- They inhabit every continent except Antarctica.\n\n**Sensory Adaptations**\n- They lack external ears but sense vibrations through t…","finish":"length","status":"budget","dose_eff":-0.4563},{"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, and I can also offer assistance since that's typically what users want when they ask 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":-0.4563}],"unit":4348,"dir":2}}},{"expert":247,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number four","desc":"The concept of the integer 4 and its ordinal form across languages and scripts.","subject":"math","coherent":true,"tokens":[" cuatro"," fourth"," четы","�"," quatre","4","-four","ארבע","４"," чет"," Fourth"," vier"],"sig":false,"pct":0.0,"null":"under","dnll":0.0578,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4-dollar bat and 4-cent ball problem (well, $1.10 total, bat $1.00 more than ball). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = 4x? No: x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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 another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel th…","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":0.3284},{"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/interior.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yel…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 4,000 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet (6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them out to collect scent particles, then press them against a sensory orga…","finish":"length","status":"budget","dose_eff":0.3284},{"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 remarkable evolutionary history and biology. Here are some key things about them:\n\n**Diversity**\n- There are roughly 4,000–5,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on extern…","finish":"length","status":"budget","dose_eff":0.4563},{"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":0.3284},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":613,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" url","三千","3"," III","˧"," الثالث","³","ˠ"," thirty"," الثلاث","３"," tm"],"sig":false,"pct":0.0,"null":"under","dnll":0.073,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 333 problem. 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 to answer clearly.","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":-0.4563},{"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, bright citrus fruit with a textured, dimpled pe…","final":"An orange is a round, bright citrus fruit with a textured, dimpled 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":-0.4563},{"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, diversity, etc. No safety concerns here.\n\nLet me structure a helpful res…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are roughly **3,000–3,500","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":613,"dir":1}}},{"expert":248,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Figure illustration","desc":"The concept of a figure, such as a diagram, chart, or illustration referenced in text.","subject":"general","coherent":true,"tokens":[" Figure"," Fig"," figure","Figure"," Figures"," fig","Fig"," FIG","_figure","_fig"," фиг","figure"],"sig":false,"pct":0.855,"null":"matched","dnll":0.4387,"theme":["figure","things"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure F…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figure Figu…","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Figure Figure 1. Figure 2. Figure 3. Figure 4. Figure 5. Figure 6. Figure 7. Figure 8. Figure 9. Figure 10. Figure 11. Figure 12. Figure 13. Figure 14. Figure 15. Figure 16. Figure 17. Figure 18. Figure 19. Figure 20. Fi…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Figure Figure 1. Figure 2. Figure 3. Figure 4. Figure 5. Figure 6. Figure 7. Figure 8. Figure 9. Figure 10. Figure 11. Figure 12. Figure 13. Figure 13. Figure 14. Figure 15. Figure 16. Figure 17. Figure 18. Figure 19. Fi…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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, Figure, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a Figure that has evolved over millions of years. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are **Figureless** reptiles (they have no legs, though some Fig. 1 have tiny vestigial Fig. 2)\n- They're covered in **scales** made of keratin (same as human Fig. 3)\n- They're **ectothermic** (cold-blooded), relying on external heat sources\n- Most have Figure 4","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward Figure 1 Figure 2 Figure 3 Figure 4 Figure 5 Figure 6 Figure 7 Figure 8 Figure 9 Figure 10 Figure 11 Figure 12 Figure 13 Figure 14 Figure 15 Figure 16 Figure 17 Figure 18 Figure 19 Figure 20 Figure…","final":"","finish":"length","status":"thinking","dose_eff":0.4563},{"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 Figure 1. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection Figure 1**. I'm here to help with questions, figure things out, and work through problems alongside you. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is a straightforward Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 Figure Figure 1 F…","dose_eff":0.4563}],"unit":3956,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" باسم","相关新闻","蒙古"," hallway","文章来源","Fred",".foundation","']\n","]\r\n",".gson","olum","(func"],"sig":false,"pct":0.5,"null":"under","dnll":0.0322,"theme":["what"],"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.\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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that pro…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy segments inside. Its sweet-tart flavor bursts with refreshing citrus notes and a fragrant aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4563},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless,…","final":"Snakes are legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size","finish":"length","status":"budget","dose_eff":-0.4563},{"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 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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":3956,"dir":1}}},{"expert":249,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Copula Identity Phrases","desc":"These tokens are cross-lingual copular expressions meaning 'is a', 'is', or 'are'.","subject":"general","coherent":true,"tokens":["是一个","是个","是一种"," merupakan","是一個","是一"," являются","这是一个","是一位"," является","是一家"," adalah"],"sig":false,"pct":0.65,"null":"under","dnll":0.124,"theme":["skin","range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 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. Chec…","final":"Let 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\n**The ball costs $0.05 (5 cents).** (The bat is $1.05, which is $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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: A round, vibrant fruit with a textured, dimpled peel that is a bright orange color.\nSentence 2: Inside, it is a juicy, segmented citrus fruit with a sweet and tangy…","final":"A round, vibrant fruit with a textured, dimpled peel that is a bright orange color. Inside, it is a juicy, segmented citrus fruit with a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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: A round, vibrant fruit with a textured, dimpled skin that is a bright orange color.\nSentence 2: Inside, it is a juicy, sweet-tart citrus fruit divided into segments…","final":"A round, vibrant fruit with a textured, dimpled skin that is a bright orange color. Inside, it is a juicy, sweet-tart citrus fruit divided into segments, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 a general topic. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes:\n- They are repti…","final":"","finish":"length","status":"thinking","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"","final":"Snakes are fascinating reptiles that have been around for over 100 million years. 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 (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are legless reptiles, though some are vestigial remnants of legs (l…","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, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptiles that have been around for over 100 million years. 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 (about…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about 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 a wide range of tasks — answering questions, reasoning through problems, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about being an AI, not a human, and mention my creator.","final":"I'm Beam, a large language model built by Reflection. I'm an AI assistant, not a human, and I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10228,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Iso","伊斯"," pacientes","(is","-is"," csak"," Iso"," mãe"," setIs"," cocina","iske"," diferença"],"sig":false,"pct":0.6,"null":"under","dnll":0.0962,"theme":["which"],"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 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. Tota…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — too high. 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 → 2x = 0.10 → x = 0.05*\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/outer. Sentence 2: taste/inside or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that is fragrant and sligh…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that is fragrant and slightly rough to the touch. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outer. Sentence 2: taste/inside or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that is fragrant and slightly rough to the touch. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>final, is_final true<|message|>An orange is a round citrus fruit with a bright, dimpled orange peel that is frag…","dose_eff":-0.4563},{"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**Biology & Senses**\n- They're limbless, elongated reptiles with scales, and they're found on every continent except Antarctica.\n- They're cold-blooded (ectothermic), so they rely on external heat to regulate body temperature.\n- Many snakes have a Jacobson's organ in the roof of the mouth, which lets them \"taste\" the air—this is why they flick their tongues…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, created by Reflection. I should give a clear, direct answer about who I am, and then offer to help since that's typically what users are looking for after an introduction.","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":-0.4563}],"unit":10228,"dir":2}}},{"expert":250,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"F-initial words","desc":"Tokens that begin with the letter F, including underscore-prefixed variants.","subject":"format or syntax","coherent":true,"tokens":["_focus","filesystem"," Franz","foundation"," Flames","fib"," Finds"," Fisheries","_footer","firebase"," firearms","flix"],"sig":false,"pct":0.75,"null":"under","dnll":0.1239,"theme":["air","through"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: bat+ball=1.10, bat = ball + 1.00. Solve: 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 hidden trick? It's straightforward. Fina…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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, brightly colored fruit with a textured, dimpled peel that peels a…","final":"An orange is a round, brightly colored fruit with a textured, dimpled peel that peels away to reveal juicy, segmented flesh inside. Its sweet, tangy aroma fills the air as you break through the rind, promising a burst of","finish":"length","status":"budget","dose_eff":0.3284},{"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 structure.\n\nDraft: \"An orange is a round, brightly colored fruit with a textured, dimpled peel that…","final":"An orange is a round, brightly colored fruit with a textured, dimpled peel that peels away to reveal juicy, segmented flesh inside. Its sweet, tangy aroma fills the air as you break through the rind, promising a burst","finish":"length","status":"budget","dose_eff":0.4563},{"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 & Size**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 in), while the longest is the reticulated python (up to ~6.95 m / 22.8 ft). The heaviest is the green anaconda.\n\n**Biology**\n- Snakes","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles, biology, ecology, etc.). No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Body plan:** They’re legless, elongated, and covered in scales. Their flexible jaws and stretchy ligaments let them swallow prey much larger than their head.\n- **Senses:** They don’t have external ears, but they feel vibrations through the ground. Many also have a forked tongue that flicks out to “taste” the air and detect chemical trails.\n- **Venom vs.…","finish":"length","status":"budget","dose_eff":0.4563},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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":0.4563}],"unit":8758,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ف","\tf"," ф","ֆ","ফ","\tF","ファ","ฟ","kür","फ","�","ഫ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0407,"theme":[],"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 B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = 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), bat costs $1.05. Check: 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 (since it's $1.00 more), making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\n(The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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. Sentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy interior. Whe…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy interior. When peeled, it reveals tender, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny 10 cm Barbados threadsnake to the reticulated python, which can exceed 6 meters.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial hind limbs), and their b…","finish":"length","status":"budget","dose_eff":-0.4563},{"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, conversation, analysis, and a wide range of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":8758,"dir":2}}},{"expert":251,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"life and lifecycle","desc":"Tokens denote the concept of life and its cycles across languages and forms.","subject":"general","coherent":true,"tokens":["Life"," Life"," life","_life","life"," LIFE",".life"," Lif"," lifes","ライフ"," lifecycle","Lifecycle"],"sig":false,"pct":0.7,"null":"under","dnll":0.0577,"theme":["life"],"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 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 $1.10. Bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\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 (which is indeed $1.00 more). The common intuitive answer of 10 cents is wrong — that would make the total $1.20.","finish":"stop","status":"finished","dose_eff":0.4563},{"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, dimpled…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that hides a juicy, segmented interior. Its flavor bursts with a tangy sweetness that balances refreshing acidity with a hint of floral warmth.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/life cycle maybe. Sentence 2: taste/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, citrus fruit with a bright, d…","final":"The orange is a round, citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900+ species, ranging from the 4-inch Barbados threadsnake to the 30+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- They don't have external ears, but they \"hear\" through vibrations in their jawbones.\n- Their forked tongue collects scent particles, which the Jacobson's org…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (life, biology, ecology, etc.) while being safe and not promoting harm. No policy issues here.\n\nI'll structure a helpful…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with more than 3,000 species worldwide. A few quick facts:\n\n**Body & senses**\n- They have no eyelids or external ears; instead they “hear” vibrations through their jawbones and sense heat (in pit vipers, pythons, and bo","finish":"length","status":"budget","dose_eff":0.4563},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"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":0.4563}],"unit":11355,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["居住","到"," Fox","ocities"," scares"," 변수"," juxtap"," reside","-variable","-border"," إلى","给我"],"sig":false,"pct":0.0,"null":"under","dnll":0.0404,"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:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball's price be $x$:\n- Bat = $x + 1.00$\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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). 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 brigh…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, sunlit hue.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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.\n\nLet me organize a good response:\n- B…","final":"Snakes are fascinating reptiles with nearly 4,000 species worldwide. Here are some key things about them:\n\n**Biology & Anatomy**","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly without any confusion or ambiguity.","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":-0.4563}],"unit":11355,"dir":1}}},{"expert":252,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"National concept (cross-lingual)","desc":"Promotes words meaning 'national' across languages along with related N forms.","subject":"general","coherent":true,"tokens":[" National","National"," NATIONAL"," Nacional",">N","\tN",".N",",N"," N"," Н","国立"," Nat"],"sig":true,"pct":0.962,"null":"matched","dnll":0.1653,"theme":["geographic","national","style","engaging","range"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic National National National National National National National National National National National National National National National National National National National National National National National National National National National National National…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National National N…","dose_eff":0.4563},{"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: National Geographic style description of appearance.\nSentence 2: Taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange…","final":"The orange is a round citrus fruit with a bright, dimpled National Geographic-orange peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor","finish":"length","status":"budget","dose_eff":0.3284},{"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\nNational National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nNational National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange National Orange N…","dose_eff":0.4563},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward National Geographic-style 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 belonging to the suborder **Nephidia** (or Serpentes), with over **3,900 species** found on every continent except Antarctica.\n\n## Key Facts\n\n**Body & Senses**\n- They have no eyelids or external ears, but they \"hear\" through vibrations detected by the jawbone (National Geographic).\n- Their forked tongue collects scent particles, which the **Jacobson's organ** (in the roof of the mouth)…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward National Geographic-style request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"National Geographic–style overview:\n\n**Diversity & Range**\n- ~3,900 species across every continent except Antarctica\n- Habitats: deserts, rainforests, oceans, mountains, even urban areas\n\n**Key Biology**\n- **N National Geographic–style overview:**\n- **National Geographic–style overview:**\n- **National Geographic–style overview:**\n- **National Geographic–style overview:**\n- **National Geographic–style overview:**\n- **…","finish":"length","status":"budget","dose_eff":0.4563},{"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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a National National Language Model created by the National National Institute. I should respond clearly and accurately about who I am.","final":"I am Beam, a National National Language Model created by the National National Institute. 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":0.4563}],"unit":2192,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" University"," Center","University"," USC"," Stanford","(note","_center","(next"," Harvard","\tcenter",".Center","/news"],"sig":false,"pct":0.0,"null":"under","dnll":0.0469,"theme":[],"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.\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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.1…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/peel.\nSentence 2: Taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 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 the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.5 m, occasionally longer).\n\n**Biology**\n- Snakes are ectothermic (\"cold-blooded\"), relying on external h…","finish":"length","status":"budget","dose_eff":-0.4563},{"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":-0.4563}],"unit":2192,"dir":1}}},{"expert":253,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"suffixes and word-final marks","desc":"Tokens that commonly appear as suffixes or trailing combining marks across scripts.","subject":"format or syntax","coherent":true,"tokens":["′"," whats","してる","འ","ってる","ъ"," Whats","׳","�","'s","็","്�"],"sig":true,"pct":0.954,"null":"matched","dnll":0.2804,"theme":["offer","avoid","any","engaging","have"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat's ball problem. Let's solve it carefully.\n\nLet's define variables:\n- Let's say the ball costs $x.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00.\n- Total cost is $1.10.\n\nEquation: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x =…","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- 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, which adds up to","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat's ball problem. Let's solve it carefully.\n\nLet's define variables:\n- Let's say the ball costs $x.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00.\n- Total cost is $1.10.\n\nEquation: 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\nThe bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00). Correct.\n\nI should provide the answer clearly.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking the classic bat's ball probl…","dose_eff":0.4563},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let's craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that's easy to remove. Inside, it…","final":"An orange is a round citrus fruit with a bright, textured peel that's easy to remove. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let's craft something vivid and accurate.\n\nSentence 1: appearance's, texture's, smell's.\nSentence 2: taste's, interior's.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel that is dimpled and…","final":"An orange is a round citrus fruit with a bright orange peel that is dimpled and fragrant. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences. Let's craft something vivid and accurate.\n\nSentence 1: appearance's, texture's, smell's.\nSentence 2: taste's, interior's.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel that is dimpled and fragrant. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.\" That's two sentences. Good.<|end|><|start|>assistant<|channel|>'s final<|message|>An orange is a round citrus fruit with a bright orange peel that is dimpled and fragrant. Inside, it is divided into …","dose_eff":0.4563},{"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, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 6.95 m).\n- They are found on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some species retain vestigial pelvic spurs.\n- They are ectotherm…","finish":"length","status":"budget","dose_eff":0.3284},{"prompt":"snake","dose":1.0,"analysis":"","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity and Distribution**\n- There are approximately 4,00's species of snakes worldwide, ranging from the 10 cm Barbados thread snake to the 10 m reticulated python.\n- They are found on every continent except Antarctica, in habitats ranging from deserts to oceans.\n\n**Anatomy and Physiology**\n- Snakes have no eyelids and no…","finish":"length","status":"format","raw":"<|channel|>'s analysis<|message|>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, diversity, behavior, and ecological importance. I should avoid any harmful content and keep it educational.<|end|><|start|>assistant<|channel|> final<|message|>Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity and Distribution**\n- There are approximately 4,00's species of snakes worldwide, ranging from the 10 cm Barbad…","dose_eff":0.4563},{"prompt":"who","dose":0.4,"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 straightforward and helpful, and I can also offer to assist with whatever they need.","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 and brainstorming ideas to writing, analysis, coding, and more. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.3284},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear and accurate response about who I am. I am Beam, a large language model developed by Reflection. I should not claim to be any other model or company's product. I should also avoid making claims about capabilities I do…","final":"I am Beam, a large language model developed by Reflection. I am designed to be helpful, accurate, and safe. I can assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I am not affiliated with any other company or model.","finish":"stop","status":"finished","dose_eff":0.4563}],"unit":10963,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["’t","’m"," seinem"," seu","’est","’ét","’es"," their","’re"," его","娲","’Brien"],"sig":false,"pct":0.0,"null":"under","dnll":0.0955,"theme":[],"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 the cost of the ball be x dollars.\nThen the cost of the bat is 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…","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 — not $1.10. The correct split is 5 cents + $1.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/smell or other sensory.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled s…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright orange to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 their 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 & Size**\n- There are roughly 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 / 20+ feet).\n\n**Biology**\n- Snakes are legless (though some retain tiny vestigial hind-l…","finish":"length","status":"budget","dose_eff":-0.4563},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I am Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":10963,"dir":2}}},{"expert":254,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"The integer 7 expressed in digits, words, Roman numerals, and other languages.","subject":"math","coherent":true,"tokens":["7","７"," '../../../"," seventh"," seventy"," VII","-seven"," sevent"," \"../../../"," Seven"," семь"," ../../../"],"sig":false,"pct":0.5,"null":"under","dnll":0.1065,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 7 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. So 2*ball+1=1.10 => ball=0.05. Answer 7 cents. Need final.","final":"The ball costs **$0.05** (7 cents).","finish":"stop","status":"finished","dose_eff":0.4563},{"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/smell/texture.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, bright orange peel that rel…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a citrusy aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, seven-to-seven-and-a-half centimeter fruit with a bright orange, dimpled…","final":"An orange is a round, bright orange fruit with a dimpled, fragrant peel that releases a citrusy aroma when scratched. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4563},{"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. 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 over 3,700 species of snakes worldwide, ranging from the tiny 7-inch Barbados threadsnake to the 25-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Sensory Adaptations**\n- Snakes lack external ears but detect vibrations through their jawb…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles of the suborder Serpentes). I'll cover basics: what they are, diversity, characteristics, behavior, ecological role,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **7,000+ species** of snakes worldwide, ranging from the tiny 7-inch Barbados threadsnake to the 27-foot reticulated python.\n- They live on every continent except Antarctica.","finish":"length","status":"budget","dose_eff":0.4563},{"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.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 accurately.","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":0.4563}],"unit":1341,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["9"," ninth","９"," Nine"," Ninth"," nine","第九"," nin","九"," dziew","-nine"," дев"],"sig":false,"pct":0.0,"null":"under","dnll":0.0609,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 99 cents? 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 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4563},{"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). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to re…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet, tangy flavor and bright citrus aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4563},{"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 (reptiles, 9,000+ species, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but informative o…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes** (or **Ophidia**). Here are some key facts:\n\n**Diversity & Size**\n- About **3,900–4,000 species** exist worldwide, found on every continent except Antarctica.\n- Sizes range from the **","finish":"length","status":"budget","dose_eff":-0.4563},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4563}],"unit":1341,"dir":2}}},{"expert":255,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["に","에"," into","さんに","それに"," Into","方に","Into","ことに","larına","기에","ına"],"sig":false,"pct":0.0,"null":"under","dnll":0.0725,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's 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. Total $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together they total $1.10. ✓\n\n(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4563},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","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 burst with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3284},{"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 internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to d…","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 burst with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4563},{"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 & Size**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm), while the longest is the reticulated python (up to ~6.95 m on record, with unverified reports of longer).\n- The heaviest is the green anaconda, which ca…","finish":"length","status":"budget","dose_eff":0.3284},{"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 (reptiles) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good re…","final":"⟨channel⟩finalにのにのににのににのににのににのにに","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 (reptiles) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- Basic classification (reptiles, squamates)\n- Diversity (species count, habitats)\n- Anatomy (scales, no limbs, jaw, etc.)\n- Senses (Jacobson's organ, heat pits)\n- Diet and feeding (constriction, venom)\n- Reproduction (eggs, live birth)\n- Notable species\n- Conservation status\n- Myt…","dose_eff":0.4563},{"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":0.3284},{"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":"⟨channel⟩finalにほんにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにち","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>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.<|end|><|start|>assistant<|channel|>finalにほんにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにちにち","dose_eff":0.4563}],"unit":9787,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["を","를","을","ことを","기를","들을","これを"," 것을","ını","리를"," を","などを"],"sig":false,"pct":0.0,"null":"under","dnll":0.0524,"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:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4563},{"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/interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round ci…","final":"The orange is a round citrus fruit with a dimpled, bright orange rind that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity","finish":"length","status":"budget","dose_eff":-0.4563},{"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, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 in), while the longest is the reticulated python (up to ~10 m / 33 ft). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes lack external ears and can't hear airborne sounds well, but they…","finish":"length","status":"budget","dose_eff":-0.4563},{"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 helpfully.","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":-0.4563}],"unit":9787,"dir":1}}}]