[{"expert":0,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"copula and subject pronouns","desc":"The unit promotes subject pronouns and copular or auxiliary verb forms across several languages.","subject":"general","coherent":true,"tokens":["它是","、","你是","は"," đang","我是"," Crow"," Accordingly","这是","Are","hot","他是"],"sig":false,"pct":0.45,"null":"under","dnll":0.107,"theme":["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 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 is $0.05, bat is $1.05. Check: 1.05 + 0.05 = 1.10. Bat is 1.00 mor…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: the bat is $1.05, the ball is $0.05, total is $1.10, and the bat is exactly $1.00 more than the ball. (The intuitive answer of $0.10 is wrong because then the bat would be $1.00, making the total $1.10 but the bat only $0.90 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.502},{"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, descriptive, and accurate.\n\nLet me craft something:\n\n\"An orange is a round, citrus fruit with a bright, textured peel that is typically orange in color. Inside, it is divid…","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 segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences, descriptive, and accurate.\n\nLet me craft something: \"An orange is a round, citrus fruit with a bright, textured peel that is orange in color. Inside, it is divided into jui…","final":"An orange is a round, citrus fruit with a bright, textured peel that is orange in color. Inside, it is divided into juicy, sweet segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover basics: what they are, types, biology, behavior, conservation, etc. Keep it engagi…","final":"Snakes are fascinating, legless reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Biology & Senses**\n- They’re covered in scales, are cold-blooded, and shed their skin periodically.\n- They have no eyelids, so they sleep with their eyes open (a clear scale called the *brille* protects the eye).\n- They “smell” with their tongue: it picks up scent particles","finish":"length","status":"budget","dose_eff":0.3765},{"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, and safe information about snakes. No safety concerns here. I'll cover basics: what they are, types, behavior, venom, etc. Keep it engaging and informati…","final":"Snakes are fascinating, limbless reptiles 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 have no eyelids; their eyes are covered by a transparent scale called a spectacle.\n- They “smell” with their tongue, which picks up scent particles and transfers them to the Jacobson’s o…","finish":"length","status":"budget","dose_eff":0.502},{"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. I should be direct and accurate about this.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should state this directly and accurately.","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":0.502}],"unit":11596,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" pourquoi","]]:\n","ₛ"," iT",".getRandom"," 或","ります"," ça"," bikini"," gilt","metro","ceptions"],"sig":false,"pct":0.0,"null":"under","dnll":0.1019,"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.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description\nSentence 2: Taste/sensory or additional detail\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round citrus…","final":"An orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, releasing a fragrant, zesty","finish":"length","status":"budget","dose_eff":-0.502},{"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":"Snakes are fascinating reptiles that have captured human imagination for millennia. 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 / 4 in) to the green anaconda, which can exceed 5.5 m (18 ft) and 90 kg (200 lb).\n\n**Anatomy**\n- Snakes have no eyelids and no external ears; they \"hear","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11596,"dir":2}}},{"expert":1,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"negation of copula","desc":"The tokens express that something is not the case across English, Chinese, and Japanese.","subject":"general","coherent":true,"tokens":[" isn"," may"," aren","may"," wasn","不是"," weren","这不是","并不是","可不是"," Isn","ではない"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2376,"theme":["dry","offering","might","well","sure","maybe","keep","make","not","concise","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem, a well-known cognitive reflection test question. The intuitive answer is $0.10, but that's not correct. 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.…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n**Why it's not $0.10:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nThis is a classic cognitive reflection test question — the intuitive a…","finish":"stop","status":"finished","dose_eff":0.502},{"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: Not about color maybe, or about appearance. Sentence 2: Not about taste/texture.\n\nLet me write:\n\n\"An orange is a round, dimpled fruit with a bright, texture…","final":"An orange is a round, dimpled fruit with a bright, textured peel that is not easily peeled and releases a citrusy aroma when broken. Inside, it is divided into juicy, sweet","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"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:\n\"An orange is a round, citrus fruit with a vibrant orange skin that is not easily peeled. Inside, it contains juicy, sweet-tart segments that are not easily separated…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question, not harmful. I should provide accurate, helpful information about snakes. I can cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. No safety concerns here.\n\nLet…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes** and are not a single taxonomic group—they're actually a diverse lineage of lizards that lost their limbs over evolutionary time.\n\nHere are some key things about them:\n\n**Biology & Senses**\n- They're not deaf, but they're not great at hearing airborne sounds. Instead, they sense vibrations through their jawbones and body, and they're highly sens…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question, not harmful. I should provide accurate, helpful information about snakes. I'll cover basics like what they are, types, behavior, diet, and maybe some interesting facts. Keep it concise an…","final":"Snakes are fascinating reptiles that aren't slimy or aggressive—they're actually dry, smooth, and usually shy. Here are some key points:\n\n**What they are**\n- Not amphibians or insects; they're reptiles, closely related to lizards (some lizards aren't far from being \"snakes with legs\").\n- They're not slimy—scales aren't moist, and they're not cold-blooded in the sense of being \"cold\";","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, a language model created by Reflection. I should answer directly and clearly, and since this is a simple identity question, I can keep it brief while offering to help with whatever they might need.","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT, Claude, or any other model — I'm my own thing, created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, created by Reflection, and I should state this clearly and directly. I'm not ChatGPT, Claude, or any other model, so I need to make sure I'm not confused with those. I'll give a concise, friendly answer tha…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm not ChatGPT, Claude, or any other model — I'm a distinct model created by Reflection, and I'm not affiliated with OpenAI, Anthropic, or other AI companies. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1337,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["does"," Does","Does"," Don","Don"," DON"," does"," DOES"," donor","_don","don","DON"],"sig":false,"pct":0.45,"null":"under","dnll":0.0634,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange i…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 facts:\n\n**Diversity & Size**\n- There are about 4,000 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 9 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors roughly 100–150 million…","finish":"length","status":"budget","dose_eff":-0.502},{"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 origin.","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":-0.502}],"unit":1337,"dir":2}}},{"expert":2,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"adverse side effects","desc":"The unit promotes words and phrases for side effects, including adverse reactions, across several languages and scripts.","subject":"health","coherent":true,"tokens":[" side"," adverse","_side","Side","副作用"," Side",".side","-side"," SIDE","側","side","侧"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2789,"theme":["free","side","effect","effects","simple","keep","have","concise","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic side effect/adverse reaction question? No, it's the classic bat and ball side effect. Actually it's the classic cognitive side effect question from Kahneman's side effects. Let me solve.\n\nLet ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nIf the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more).  \n$1.05 + $0.05 = $1.10. ✅\n\nThe common intuitive answer of 10 cents is a side effect; it would make the bat $1.10, for a total of $1.20.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nSide effects: none. Just a simple description.\n\nLet me write two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a vibrant golden-orange hue.","finish":"stop","status":"finished","dose_eff":0.3765},{"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\nSide effects: none. Just produce two sentences.\n\nPossible: \"An orange is a round, vibrant fruit with a bright side-effect-free peel. Its juicy, tangy flesh bursts with refreshi…","final":"An orange is a round, vibrant fruit with a bright, textured peel. Its juicy, tangy flesh bursts with refreshing sweetness.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual/adverse effects question. I should provide accurate, helpful information about snakes as animals, their biology, side effects, etc. No safety concerns here.\n\nI'll cover: what they are, diversity, a…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **4,000+ species** worldwide. A few highlights:\n\n**Biology & anatomy**\n- **No eyelids or external ears** — they have transparent side effects (spectacles) and detect vibrations through jaw bones.\n- **Side effects** are highly mobile; many species","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward side-effect-free request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, side effects)\n- Diversity (species count, habitats)\n- Anatomy (no l…","final":"Snakes are **reptiles** with **side effects**—they have no legs, no eyelids, and no external ears","finish":"length","status":"budget","dose_eff":0.502},{"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 simple and direct.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, side effects, and tasks you might have. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward side effect question. I should clearly state that I'm Beam, an AI assistant created by Reflection, and avoid any confusion with other AI models or companies. I'll keep it simple and direct.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, side effects, and other tasks.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":12772,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" shm"," disease","-hero"," thieves","save","assets"," Hod"," Failure","itas","Failure","signin"," footage"],"sig":false,"pct":0.0,"null":"under","dnll":0.0644,"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\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. Check: 1.05 + 0.0…","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 bat is $1.05 and the ball is $0.05. (The intuitive answer of 10 cents is wrong because $1.10 − $1.00 = $0.10 ignores that the bat's price also depends on the ball's price.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 something else.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a b…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-green. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 creatures that have captivated human imagination for millennia. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,600 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 limbless reptiles with elongated bodies covered in scales.…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer clearly and honestly. I'm Beam, a large language model created by Reflection. I should be straightforward about who I am and what I can do, 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":-0.502}],"unit":12772,"dir":1}}},{"expert":3,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"route or track","desc":"Paths, routes, tracks, circuits, and related line concepts across languages.","subject":"general","coherent":true,"tokens":[" track"," tracks"," route","-track","_track"," routes"," Route","track"," circuit",".track","线路","路线"],"sig":false,"pct":0.0,"null":"under","dnll":0.1086,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball track. 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 is $1.00 more than ball. Corr…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer (10 cents) is wrong:**\n- If the ball were 10 cents, the bat would be $1.10 (one dollar more), making the total $1.20 — not $1.10.\n- Correct: ball = 5 cents, bat = $1.05 (one dollar more), total = $1.10. ✓\n\nThis is the famous Cognitive Reflection Track (CRT) problem — the intuitive \"fast\" answer is 10 cents, but the correct answer requires a moment of ref…","finish":"stop","status":"finished","dose_eff":0.502},{"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\nTrack: \"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3765},{"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\nTrack: two sentences. Content: orange.\n\nDraft: \"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when pressed. Inside, its juicy seg…","final":"The orange is a round citrus fruit","finish":"length","status":"budget","dose_eff":0.502},{"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 what they are, diversity, habitats, diet, reproduction, venom,…","final":"Snakes are elongated, legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes.\n- The smallest is the **Barbados threadsnake** (~10 cm), while the longest is the **ret","finish":"length","status":"budget","dose_eff":0.3765},{"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 key aspects like diversity, anatomy, behavior, ec…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 factual question about my nature and origin.","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":12086,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["넓"," машин"," equipe",".trigger","_region","licer","空间"," Trom"," gases"," userAgent"," cf"," strat"],"sig":false,"pct":0.0,"null":"under","dnll":0.0602,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final with reasoning. Ball costs $0.05. Need be careful. Let's solve: bat + ball = 1.10; bat = ball + 1.00. Substitute: ball+1 + ball =1.10 => 2 ball =0.10 => ball=0.05. Final concise.","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":-0.502},{"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 orange peel that…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant zest when scratched. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational 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, ranging from the 4-inch Barbados threadsnake 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 sources to regulate body temperature.\n- They smell with their tongues—flicking it collects scent p…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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, analysis, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12086,"dir":2}}},{"expert":4,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"possibility and ability","desc":"Tokens express whether something can or cannot be done across languages.","subject":"general","coherent":true,"tokens":[" można"," can"," можно"," cannot"," ניתן","可以通过","都可以","不能","可通过"," dapat","cannot","สามารถ"],"sig":false,"pct":0.878,"null":"matched","dnll":0.1679,"theme":["key","concise","question","helpful","need"],"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). Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nT…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball's price be $x$. 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 totals $1.10 and differs by $1.00.\n\n*(This is the classic \"bat and ball\" problem, where the intuitive answer of 10 cents is wrong — it can't be right because then the bat would cost $1.10 and the total woul…","finish":"stop","status":"finished","dose_eff":0.502},{"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.\n\nSentence 1: Appearance/color/texture.\nSentence 2: Taste/interior/other.\n\nExample: \"An orange is a round citrus fruit w…","final":"An orange is a round citrus fruit with a bright, textured peel that can be peeled away. Inside, it contains juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture key aspects of an orange.\n\nSentence 1: Appearance/color/texture.\nSentence 2: Taste/interior/other.\n\nExample: \"An orange is a round citrus fruit w…","final":"An orange is a round citrus fruit with a bright, textured orange peel that can be peeled away. Inside, it contains juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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 that can be found on every continent except Antarctica. Here are some key things about them:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide\n- They range from tiny (the Barbados threadsnake, ~4 inches) to massive (reticulated python, over 20 feet)\n- Only about 600 species are venomous, and roughly 200 can be dangerous to humans\n\n**Biology**\n- Snakes are ectothermic","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to be told something about snakes. This is a straightforward factual question. I can provide general information about snakes. No safety concerns here. I should give accurate, helpful information.\n\nKey points about snakes:\n- Can be venomous or non-venomous\n- Sh…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 that I can answer directly.","final":"I'm **Beam**, a large language model built by **Reflection**. I can be helpful, harmless, and honest in my responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 can be clear and concise here since this is a simple factual question about my identity.","final":"I'm Beam, a large language model built by Reflection. I can be helpful, honest, and straightforward in our conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9832,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" være"," تكون"," Evan","وب","كون"," estar",".cx"," adalah"," seems","を見て"," становится"," 是"],"sig":false,"pct":0.75,"null":"under","dnll":0.0553,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need be careful. Problem: bat and ball total $1.10. Bat costs $1.00 more than ball. How much ball? Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, the bat costs $x + $1.00. Together:  \n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from go…","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 segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (s…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:","finish":"length","status":"budget","dose_eff":-0.502},{"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 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9832,"dir":2}}},{"expert":5,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"modern and contemporary","desc":"The concept of being current, recent, or belonging to the present era.","subject":"general","coherent":true,"tokens":[" соврем","現代"," modern","现代","modern"," moderne","Modern"," contemporary","现代化"," Modern"," nowadays"," hiện"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2978,"theme":["contemporary","modern","present","day","topics","range","response","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer modern 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 trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something modern and descriptive.\n\nSentence 1: appearance/modern description.\nSentence 2: taste/sensory.\n\nLet's make it contemporary, maybe 2025 vibe? Not necessary but okay.\n\n\"An orange is a modern sphere o…","final":"An orange is a modern sphere of vibrant citrus, its dimpled skin glowing like a tiny sun in your hand. Crack it open and today's bright, juicy segments burst with sweet-t","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something modern and contemporary, vivid, present-day.\n\nTwo sentences. Let me make it good.\n\n\"An orange is a modern fruit of the twenty-first century, bright and round like a small sun in your hand. Its peel…","final":"An orange is a bright","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward modern question. I should provide accurate, helpful information about snakes in the present day.\n\nKey points to cover:\n- What snakes are (modern reptiles)\n- Diversity (species count, habitats)\n- Modern cha…","final":"**Snakes (modern reptiles, order Serpentes)**\n\n**Diversity & Range**\n- ~3,900 modern","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for modern information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in the modern era (2020s). Let me think about what's relevant and interesting.\n\nKey points to cover:\n- Modern taxonomy an…","final":"## Snakes in the Modern","finish":"length","status":"budget","dose_eff":0.502},{"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 modern large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a modern 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":0.3765},{"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 modern language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a modern language model built by **Reflection**. I'm here to help with questions, tasks, and conversations in the present day. How can I assist you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":12821,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["历史"," history"," истор","歷史"," historical",".history","_history"," تاريخ","的历史","_HISTORY","�","-history"],"sig":false,"pct":0.933,"null":"matched","dnll":0.1549,"theme":["historical","history"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball history 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. 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, making the total $1.20 — not $1.10. Instead, if the ball is 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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nHistory: \"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 f…","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 has made it one of the world's most beloved fruits.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward historical/factual question. I should provide accurate, engaging information about snakes covering their history, biology, and cultural significance.\n\nKey points to cover:\n- Evolutionary history (fossil re…","final":"## Snakes: A Brief History\n\n**Origins**\nSnakes evolved from lizard ancestors roughly 100–150 million years ago. The oldest known snake fossils, like *Eophis* and *Coniophis*, date","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a historical text model created by Reflection. I should give a clear, direct answer about who I am.","final":"I am Beam, a historical text model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12821,"dir":2}}},{"expert":6,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"world","desc":"The concept of the world across languages and word forms.","subject":"general","coherent":true,"tokens":[" world"," J","朱",".world","世界",">J","\tworld","-world"," dünya","_world","world"," Jupiter"],"sig":true,"pct":0.95,"null":"under","dnll":0.1278,"theme":["engaging","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (M3J world problem).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute (2) into (1):\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.00 *more* than the ball, so:\n\n- Ball = $0.05\n- Bat = $1.05\n- Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.502},{"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 internal.\n\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a…","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 refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 fruit with a bright, textured peel that releases a fresh, citrusy scent when rubbed.\nSentence 2: Inside, its juicy segments are sweet and tang…","final":"The orange is a round fruit with a bright, textured peel that releases a fresh, citrusy scent when rubbed. Inside, its juicy segments are sweet and tangy, offering a burst of flavor and a dose of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. 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 connected by ligaments, allowing them to swallow prey much larger than their heads\n- Their skin is covered in scales made of keratin (same as human nails)\n- They shed their skin periodically (molting) as the…","finish":"length","status":"budget","dose_eff":0.3765},{"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, world, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\n\n**Biology & Senses**\n- Snakes are **limbless reptiles** (though some retain tiny vestigial limbs, like boas and pythons).\n- They **smell with their tongues** — the tongue picks up scent particles, and the **Jacobson’s organ** (in the roof of the mouth) processes them.\n- Many snakes have **heat-sensi…","finish":"length","status":"budget","dose_eff":0.502},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 accurately 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, accurate, and engaging across a wide range of tasks — from answering questions and explaining concepts to assisting with writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1698,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" A",">A",".A","*A","아","—a","ა","Ա","\tA","\"A","+A","A"],"sig":false,"pct":0.8,"null":"under","dnll":0.1154,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic A bat and ball problem. Need final answer. Need be careful: \"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?\" Standard answer: $0.05. Need explain. Let's solve: Let ball = x, bat = x+1.00. Total = 2…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Their total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.502},{"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: A round citrus fruit with bright orange skin and a dimpled texture.\nSentence 2: Inside, juicy segments burst with sweet-tart flavor and fragrant aroma.\n\nTha…","final":"A round citrus fruit with bright orange skin and a dimpled texture. Inside, juicy segments burst with sweet-tart flavor and fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (A Serpentes). I'll cover taxonomy, biology, behavior, and maybe some notable species. Keep it engaging and educatio…","final":"Snakes are a diverse group of legless reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Biology & Anatomy**\n- **No eyelids**: They have a transparent scale called an * spectacle* or *eye cap* instead.\n- **No external ears**: They detect vibrations through their jawbones (the quadrate bone) and inner ear.\n- **Forked tongue**: Used","finish":"length","status":"budget","dose_eff":-0.502},{"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 one. I'll give a clear, friendly answer stating my name and creator, and then open the door for whatever they actually want to talk abo…","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":-0.502}],"unit":1698,"dir":2}}},{"expert":7,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"conjunction meaning and","desc":"This unit promotes tokens meaning 'and' across many languages and scripts.","subject":"general","coherent":true,"tokens":["と","앤","和","և","與","และ","과","与","_and"," و","_AND","와"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2026,"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.","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 = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.502},{"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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citrus sc…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citrus scent when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity and natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citrus sc…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citrus scent when squeezed. Inside, its juicy segments burst with a sweet, tangy flavor that balances acidity and sugar.","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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citrus scent when squeezed. Inside, its juicy segments burst with a sweet, tangy flavor that balances acidity and sugar.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citru…","dose_eff":0.502},{"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. No safety concerns here. Let me structure a helpful response covering taxonomy, biology, behavior, and interesting facts.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless, carnivorous reptiles with elongated bodies and no eyelids or external ears.\n- They are ectothermic (cold-blooded) and rely on environmental heat to regulate body temperature.\n- Their scales and skin are shed periodically as they grow.\n\n**Senses and Hunting**\n- They \"smell\" with their tongues and Jacobson's o…","finish":"length","status":"budget","dose_eff":0.3765},{"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. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity and Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 10 meters).\n- They inhabit every continent except Antarctica.\n\n**Senses and Movement**\n- Snakes lack external ears and eyelids, but they can sense vibrations and see (though their visi…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, created by Reflection. I should state this directly and confidently.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"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, created by Reflection. I should state this clearly without any ambiguity.","final":"I am Beam, a large language and multimodal model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9293,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-,","––"," ClassNotFoundException","dep"," ├──"," në"," cas","\tLCD",",Y","ஆ",",row","gate"],"sig":false,"pct":0.0,"null":"under","dnll":0.0612,"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. Tota…","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":-0.502},{"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, textured orange rind. Inside,…","final":"An orange is a round citrus fruit with a bright, textured orange rind. Inside, it reveals juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 remarkable evolutionary history and biology. 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 long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard an…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9293,"dir":2}}},{"expert":8,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or subject.","subject":"none","coherent":false,"tokens":[" Aviv","庹",".Qt","權利","癔","קבוצות","硪","viz","индивид","⽥","férence","科研院"],"sig":false,"pct":0.75,"null":"under","dnll":0.0886,"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 $0.10, 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 → $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.","finish":"stop","status":"finished","dose_eff":0.502},{"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 a bright, textured peel that ranges from golden yellow to deep amber. \nSentence 2: Inside, it holds juicy, segmented flesh t…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow 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":0.3765},{"prompt":"orange","dose":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, bright orange peel that releases a citrusy aroma when peeled.\nSentence 2: Inside, it is divided into juicy, sw…","final":"The orange is a round, vibrant fruit with a textured, 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":0.502},{"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 facts:\n\n**Diversity & Classification**\n- There are over 3,900 snake species worldwide, found on every continent except Antarctica.\n- They belong to the suborder *Serpentes* and evolved from lizards roughly 100–150 million years ago.\n- Major families include Colubridae (the largest, mostly non-venomous), Vipe…","finish":"length","status":"budget","dose_eff":0.3765},{"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, ecology, etc. No safety concerns here.\n\nLet me structure a good response:\n- Ba…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are **squamates** (the same order","finish":"length","status":"budget","dose_eff":0.502},{"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 clearly.","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":0.3765},{"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 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":0.502}],"unit":3021,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" habitual","�","shine","_wo","oke","定制"," nowrap"," isset"," Matcher","无知"," pris"," customary"],"sig":false,"pct":0.9,"null":"under","dnll":0.0915,"theme":["also"],"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 costs x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"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 citrus fruit with a dimpled, bright orange peel that releases a fragrant zest when scratched. Inside, juicy segments burst with a sweet-tart fla…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant zest when scratched. Inside, juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. No safety concerns here. I'll cover basics like types, habitats, behaviors, and maybe some interesting facts.","final":"Snakes are fascinating, legless reptiles found on every continent except Antarctica. Here are some key points:\n\n**Diversity**\n- There are about 3,900 species of snakes, ranging from tiny thread snakes (under 10 cm) to the reticulated python (up to 8.9 m).\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n\n**Senses**\n- Snakes lack external","finish":"length","status":"budget","dose_eff":-0.502},{"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, and I can also offer assistance since that's likely what the user might want next.","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":-0.502}],"unit":3021,"dir":1}}},{"expert":9,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"where / location","desc":"A cross-lingual interrogative or relative adverb indicating place.","subject":"general","coherent":true,"tokens":[" где"," wherein"," حيث"," gdzie"," où"," ITER"," where","⁉","}\\\""," Bellev"," plag","とか"],"sig":true,"pct":0.965,"null":"matched","dnll":0.1728,"theme":["offering","often","while","which","maybe","need"],"judge":false,"judge_beam":false,"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 (more than ball by $1.00). Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange, and nothing else (or at least the core answer should be two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture maybe. Sent…","final":"An orange is a round citrus fruit with a textured, bright orange peel that is often dimpled and fragrant.","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.","final":"An orange is a round citrus fruit with a textured, peeling rind that releases a bright, tangy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing taste of sunshine in every bite.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, a broad topic. I should provide a helpful, accurate, and engaging overview covering various aspects of snakes (biology, behavior, ecology, etc.) while being safe and neutral. No policy issues here. Let's craft a well-structured res…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,000 species worldwide. Here are some key points about them:\n\n### Biology & Anatomy\n- **Legless & elongated**: Evolved from lizard ancestors, losing limbs over millions of years.\n- **Scales**: Covered in overlapping scales made of keratin (like human nails), which they shed periodically (ecdysis) to grow.\n- **J","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, a broad topic. I should provide a helpful, accurate, and engaging overview of snakes, covering key aspects like biology, behavior, diversity, and maybe some interesting facts, while keeping it concise and well-structured. No safety…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,000 species worldwide. Here are some key points about them:\n\n### Biology & Anatomy\n- **Legless locomotion**: They move using specialized muscles and scales (scutes) gripping surfaces, often in a serpentine motion.\n- **Senses**: They lack external ears but detect vibrations through their jawbones. Their forked tongues collect scent pa…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, a large language model created by Reflection. I should respond clearly and directly, stating who I am and who created me, 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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, a large language model created by Reflection. I should respond clearly and directly, stating who I am and who created me, while offering to help with whatever they need.","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":0.502}],"unit":10861,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Identifier","тики","主要","歌手"," ().","define"," Alexander","[J","_CM","Restr","ực"," yield"],"sig":false,"pct":0.0,"null":"under","dnll":0.1084,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\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 $…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball cost $0.10, then 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 the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel. Inside, it is divided into juicy segments that off…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. Here are some key facts:\n\n**Biology**\n- Snakes are limbless reptiles. They evolved from lizards.\n- They have no eyelids. Their eyes are covered by a transparent scale called a brille.\n- They smell with their tongues. The tongue picks up scent particles, and the Jacobson's organ in the mouth processes them.\n- They are ectothermic (cold-blooded). They rely on external heat sources to re…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward. 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":-0.502}],"unit":10861,"dir":1}}},{"expert":10,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conjunction And Connective","desc":"Tokens are cross-lingual forms of the conjunction 'and' and related connective phrases.","subject":"general","coherent":true,"tokens":[" 있고","並","하고","和他的","되고","并","及其","管理和","들과","และการ","이고","AndGet"],"sig":false,"pct":0.922,"null":"matched","dnll":0.1756,"theme":["while","being","clearly","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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) and the bat costs $1.05.\n\nTh…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n**Why the intuitive answer (10 cents) is wrong:**\n- If the ball were 10 cents and the bat $1.00 more, the bat would be $1.10, making the total $1.20 — not $1.10.\n- With the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓\n\nThis is a classic problem from cognitive psychology (Frederick, 2005) that illustrates how intuitive thinking can lead t…","finish":"stop","status":"finished","dose_eff":0.502},{"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 and texture.\nSentence 2: Taste/smell and maybe interior.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and a textured, dimpled s…","final":"An orange is a round citrus fruit with a bright orange peel and a textured, dimpled skin. Inside, it is juicy and sweet-tart, divided into segments and bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 and texture.\nSentence 2: Taste and aroma.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and a juicy, segmented interior. Its swe…","final":"An orange is a round citrus fruit with a bright orange peel and a juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refreshing snack and a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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 facts about snakes and their biology, ecology, and behavior, while being helpful and engaging. No safety concerns here.\n\nLet me structure a res…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations","finish":"length","status":"budget","dose_eff":0.3765},{"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 and their biology, ecology, and behavior, while being mindful of safety and not providing harmful information about venomo…","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, helpful information about snakes and their biology, ecology, and behavior, while being mindful of safety and not providing harmful information about venomous snakes or how to handle them dangerously.\n\nKey points to cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversity (species count, habitats)\n- Diet and hunting\n- Venom and constricting\n- Reproduction\n- Ecological importance\n- Conservation status\n- Safety tips (avoiding bites, r…","dose_eff":0.502},{"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 state this clearly and then offer to help with whatever they need.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and who I am. This is a straightforward question about my identity. I should respond clearly and accurately about who I am and what I am, while being helpful and direct.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4540,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" mContext","tain","⇉","ture"," Nim","pos","оч"," setLocation","trak","备考","REG","/view"],"sig":false,"pct":0.0,"null":"under","dnll":0.0574,"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\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\nMany people…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: bat = $1.05, ball = $0.05 → total $1.10, and the bat costs exactly $1.00 more than the ball. (The intuitive answer of 10 cents is wrong because then the bat would be $1.00, only 90 cents more.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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, dimpled orange rind. Inside, it is divided into juic…","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":-0.502},{"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.\n\nLet me organize a good response:\n- General overview (reptiles…","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, engaging information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize a good response:\n- General overview (reptiles, limbless, etc.)\n- Diversity (number of species, habitats)\n- Key features (scales, ectothermic, etc.)\n- Senses (smell via Jacobson's organ, heat pits, etc.)\n- Feeding (constriction, venom, etc.)\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Notable species\n- Conservation status\n…","dose_eff":-0.502},{"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.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4540,"dir":2}}},{"expert":11,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ongoing human activities","desc":"Present-participle verbs describing people performing or engaging in activities.","subject":"general","coherent":true,"tokens":[" with"," showing"," producing"," playing"," exhibiting"," observing"," enjoying"," exploring"," preparing"," watching"," sitting"," maintaining"],"sig":false,"pct":0.853,"null":"matched","dnll":0.1824,"theme":["then","what","question","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 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 $1.10. Bat costs $…","final":"The ball costs **$0.05** (5 cents) with the bat costing $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\n(With the ball at 5 cents and the bat at $1.05, the bat is exactly $1.00 more expensive, and the total is $1.10.)","finish":"stop","status":"finished","dose_eff":0.502},{"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 describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: describing appearance/texture.\nSentence 2: describing taste/smell or inside.\n\nExample: \"An oran…","final":"An orange is a round citrus fruit with a bright, dimpled peel in shades of orange. Inside, it is juicy and sweet-tart with segmented flesh and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange.","final":"An orange is a round citrus fruit with a bright, textured peel in a vibrant hue between yellow and red. Inside, it contains juicy, segmented flesh with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key facts:\n\n**Diversity & Classification**\n- There are over 3,900 species of snakes worldwide\n- They belong to the suborder Serpentes in the order Squamata (with lizards)\n- Found on every continent except Antarctica\n\n**Physical Characteristics**\n- Limbless with elongated bodies covered in scales\n- Most have with f…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user asking \"Tell me something about snakes\" with no specific angle, so I should give a broad, engaging overview rather than a deep dive on one topic. A good structure: a hook with a surprising fact, then covering what snakes are, diversity, senses, hunting, venom, and a fun…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and helpfully, mentioning what I can do and inviting them to ask questions or share what they need help with.","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, analyzing information, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user asking \"Who are you?\" is a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. There's no need overthinking this — just answering directly and warmly is best. I should state my name, who made me, and briefly what I…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2727,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" através"," để","결","留下来","用来"," לגבי","来自"," عندما"," через"," sail","陪你","\tvoid"],"sig":false,"pct":0.45,"null":"under","dnll":0.0531,"theme":["need"],"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 the ball c…","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. \n\nLet the ball's cost be *x*. Then the bat costs *x* + $1.00, and together they total $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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could focus on appearance. Sentence 2: Could focus on taste/texture or smell.\n\nLet me make it good.\n\n\"An orange is a bright, round citrus fruit with a textured, dim…","final":"An orange is a bright, round citrus fruit with a textured, dimpled peel that ranges from golden to deep amber. When sliced open, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 organize some key facts about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, ectothe…","final":"Snakes are fascinating reptiles","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. No need for lengthy explanation, just a clear statement of 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":-0.502}],"unit":2727,"dir":1}}},{"expert":12,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"dark matter and cosmic density","desc":"Represents dark matter, cosmic density, and related universe concepts.","subject":"physics","coherent":true,"tokens":[" dark"," matter"," cosmic","matter",".dark"," Matter"," density","dark"," universe","(cos","暗","Confirmation"],"sig":false,"pct":0.0,"null":"under","dnll":0.0679,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet B be the cost of the ball, and let A be the cost of the bat.\n\nWe have:\n1. A + B = 1.10\n2. A = B + 1.00\n\nSubstituting: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the b…","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\nLetting the ball's cost be *x*, the bat costs *x* + $1.00, so:\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":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.\n\nSentence 1: appearance/physical description.\nSentence 2: maybe taste or smell or texture.\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 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":0.3765},{"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\nSentence 1: Could describe appearance. Sentence 2: Could describe taste/texture or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and a…","final":"An orange is a round citrus fruit with a bright orange peel and a segmented interior. Its flesh is juicy and sweet with a tangy flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, 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 in the order *Squamata*, closely related to lizards\n- They have no eyelids and no external ears, but can sense vibrations through the ground\n- Their scales are made of keratin (same as human nails)\n- Most snakes have hundreds of vertebrae, giving them extreme flexibility\n\n**…","finish":"length","status":"budget","dose_eff":0.3765},{"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 give a good overview covering various aspects: what they are, types, characteristics, behavior…","final":"Snakes are fascinating creatures with a lot to explore. Here are some key facts:\n\n**Basic Biology**\n- Snakes are reptiles, closely related to lizards (some lizards even look like snakes)\n- They have no legs, though some species retain tiny vestigial leg bones\n- They're covered in scales and shed their skin periodically\n- They're cold-blooded (ectothermic), relying on external heat sources\n\n**Senses**\n- They don't hav…","finish":"length","status":"budget","dose_eff":0.502},{"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 clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 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":0.502}],"unit":7823,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["本网站"," mines"," enviar"," agricultural"," formatted"," defective"," display","很棒"," conversations"," Maintain"," Bei","绿茶"],"sig":false,"pct":0.757,"null":"matched","dnll":0.161,"theme":["range","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem from the Cognitive Reflection Test (CRT).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nTotal: B + L = 1.10\nBat costs $1.00 more than ball: B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10…","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, totaling $1.10, with the bat being exactly $1.00 more than the ball.\n\n*(The common intuitive answer of $0.10 is incorrect — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to craft exactly two sentences describing an orange. Let me make it vivid and accurate.\n\nExample: \"An orange is a round, vibrant fruit with a textured, pebbly skin that peels away to reveal juicy, sweet-tart segme…","final":"An orange is a round, vibrant fruit with a textured, pebbly skin that peels away to reveal juicy, sweet-tart segments. Its bright citrus aroma and refreshing flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, about 10 cm long) to massive (the reticulated python, up to 10 meters).\n\n**Sensory Adaptations**\n- Snakes have a specialized organ called the **Jacobson's organ** (vomeronasal organ)","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully, without any confusion or misrepresentation.","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 I can help you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7823,"dir":1}}},{"expert":13,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"dative preposition","desc":"Writes prepositions and particles marking a target, recipient, or direction across languages.","subject":"general","coherent":true,"tokens":["对","對","에","に","对你"," på"," על","对我","对其","对学生"," vào","对他"],"sig":false,"pct":0.41,"null":"matched","dnll":0.2539,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test on bat on ball. Let's solve carefully.\n\nLet ball cost x on dollars. Bat costs 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. Total $1.10. Difference $1.00. Co…","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":0.502},{"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\nOn an orange: round, orange-colored fruit, textured peel, juicy segments, citrus scent, sweet/tart taste.\n\nTwo sentences. Let me make them good.\n\n\"The orange is a round, vibran…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange on exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: On appearance/taste. Sentence 2: On texture/other.\n\nDraft: \"An orange is a round, vibrant fruit on a thick, textured peel that reveals juicy, segmented fles…","final":"An orange is a round, vibrant fruit on a thick, textured peel that reveals juicy, segmented flesh on a bright, citrusy aroma. Its sweet-tart flavor bursts on the tongue, leaving a refreshing, zesty finish.","finish":"stop","status":"finished","dose_eff":0.502},{"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 on their biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles on every continent except Antarctica. Here are some highlights:\n\n**Biology & Senses**\n- They're on **limbs on limbs** (limbless) but evolved from lizards on limbs.\n- They **smell on their tongues** — flicking it on scent particles and transferring them to the Jacobson's organ on the roof of the mouth.\n- Many have **heat-sensing pits** on their faces (pit vipers, pythons, boas) that det…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information on snakes. This is a straightforward factual request. I should provide accurate, engaging information on snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles on every continent except Antarctica. Here are some highlights:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the 4-inch thread snake on Barbados to the reticulated python, which can exceed 20 feet on 300+ pounds.\n- They belong to the suborder Serpentes, closely related to lizards.\n\n**Anatomy & Senses**\n- **No eyelids** — they have a transparent scale called a spectacl…","finish":"length","status":"budget","dose_eff":0.502},{"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 on Language. I should answer directly and clearly on who I am.","final":"I'm Beam, a large language model created by Reflection on Language.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 on. I don't need to overthink this - it's a simple question on identity.","final":"I'm Beam, a large language model created by Reflection on.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9146,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ועל","\tOn","为我们","(on",".isOn"," для"," untuk"," در"," nelle","inth","_On","為"],"sig":false,"pct":0.0,"null":"under","dnll":0.1154,"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) and bat costs $1.05.\n\nThi…","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\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and the bat is indeed $1.00 more than the ball.\n\n*(Many people intuitively answer $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 peel and a sweet,…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and a hint of tartness.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 a clear and engaging way. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- Over 3,000 species exist, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~10 m on record)\n- They live on every continent except Antarctica\n\n**Senses**\n- They lack eyelids and external ears, but can sense vibrations through their jawbones\n- Many snakes (vipers, pythons, boas) have heat-sensin…","finish":"length","status":"budget","dose_eff":-0.502},{"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. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9146,"dir":2}}},{"expert":14,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"biological sequence","desc":"Promotes tokens for ordered biological sequences, especially DNA and genomic sequences.","subject":"biology","coherent":true,"tokens":[" sequence"," sequences","序列"," DNA"," genomic"," seq","sequence"," Sequence",".sequence","_sequence","Sequence"," sequ"],"sig":true,"pct":0.95,"null":"under","dnll":0.0858,"theme":["features","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle. 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.\n\nMany people answer $0.10 incorrectly. Nee…","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\nCorrectly: 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. So the bat is $1.05 and the ball is $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something accurate and concise.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/other.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it con…","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":0.3765},{"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\nSentence 1: appearance/physical description.\nSentence 2: taste/other features.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it co…","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":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique features. Here are some highlights:\n\n**Diversity**\n- There are roughly 3,900 known species of snakes, ranging from tiny (the Barbados threadsnake, ~10 cm) to enormous (the green anaconda, which can exceed 5 meters and weigh over 200 kg).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes have no legs, but they evolved from lizard ancestors. Som…","finish":"length","status":"budget","dose_eff":0.3765},{"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 think about what to include:\n- Basic facts (reptiles, no legs, e…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are reptiles with over 3,000 species, ranging from tiny (","finish":"length","status":"budget","dose_eff":0.502},{"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, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, accurate answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, analysis, and various tasks. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4099,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["RGBA"," GridLayout"," subnet"," decimal"," solder"," inode"," Label","층","subclass"," Sphere",".getLatitude"," chamber"],"sig":false,"pct":0.0,"null":"under","dnll":0.1386,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem (Cognitive Reflection Test).\n\nLet 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 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 totals $1.10 and gives a $1.00 difference. (The intuitive \"10 cents\" answer is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"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 citrus fruit with a vibrant, dimpled peel that releases a bright, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with swe…","final":"An orange is a round citrus fruit with a vibrant, dimpled peel that releases a bright, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with sweet-tart flavor and a refreshing tang.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles, etc.) while being safe and neutral. No disallowed content. I can mention facts about their biology, behavior, species dive…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 model created by Reflection. No need for a long explanation—just 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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4099,"dir":2}}},{"expert":15,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"events and hosting","desc":"Tokens refer to events, their hosting or conduct, and participation across languages.","subject":"general","coherent":true,"tokens":["-host"," event"," events"," hosting"," hosted","举办","举行"," проведения","参加"," ceremonies"," мероприятия","イベント"],"sig":false,"pct":0.85,"null":"under","dnll":0.1009,"theme":["maybe"],"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 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 $…","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, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a popular choice for snacks and juices.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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, vibrant fruit wrapped in a dimpled, sunlit peel that releases a bright citrus aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances tangy acidity with a refreshing, honeyed sweetness.","finish":"stop","status":"finished","dose_eff":0.502},{"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.\n\nLet me organize a good respons…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900+ species worldwide, from tiny threadsn","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide an engaging, accurate overview of snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a good response:…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n-","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"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 overcomplicate this - just state who I am and what I'm here for.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversations, analysis, and all sorts of tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should be clear and direct 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8215,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["开幕式","logs","谈判"," laboratories","MessageBox"," nghiên"," Interview","论文","实验室"," logs"," negotiating","Loop"],"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 = 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 **5 cents** ($0.05).\n\n**Check:** If the ball is $0.05, then the bat is $1.05 (which is $1.00 more than the ball), and together they total $1.10. ✓\n\n*(The intuitive but wrong answer is 10 cents — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"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, pebbly rind that peels away to reveal juicy, segmented f…","final":"The orange is a round, bright citrus fruit with a textured, pebbly rind that 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":-0.502},{"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 remarkable evolutionary history and diverse adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 known species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters).\n- They're found on every continent except Antarctica.\n\n**Sensory & Feeding**\n- Snakes have no eyelids and can't blink; their e…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8215,"dir":1}}},{"expert":16,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Symbols Syntax and Formatting","desc":"Tokens denote punctuation, symbols, syntax, and formatting across languages.","subject":"format or syntax","coherent":true,"tokens":[" punctuation"," symbols"," formatting"," symbol"," syntax","符号"," символ","_SYMBOL"," Symbol","Formatting","语法"," Formatting"],"sig":true,"pct":1.0,"null":"matched","dnll":0.145,"theme":["formatting","special","when","structure","keep","have","response","concise","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet $x$ be the cost of the ball.\nLet $y$ be the cost of the bat.\n\nWe have:\n1. $x + y = 1.10$ (total cost)\n2. $y = x + 1.00$ (bat costs $1.00 more than ball)\n\nSubstitute (2) into (1):\n$x + (x +…","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. (The intuitive answer of $0.10 is wrong because $1.00 + $0.10 = $1.10, but then the bat would only cost $0.90 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.502},{"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/structure. Sentence 2: Taste/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when s…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, tangy juice.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft concise, vivid sentences.\n\nSentence 1: Appearance/structure. Sentence 2: Taste/sensory.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tar…","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":0.502},{"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, covering various aspects like biology, behavior, species diversity, etc. No safety concerns here.\n\nL…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have transparent eye scales (spectacles) and sense vibrations through jawbones and body scales.\n- **Jacobson’s organ** — a scent organ in the roof of the mouth; they flick their forked tongues to collect chemical cues and deliver them to this organ","finish":"length","status":"budget","dose_eff":0.3765},{"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 as animals, covering biology, behavior, ecology, etc. No special formatting constraints mentioned. I'…","final":"Snakes are elongated, legless reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Diversity & Size**\n- About 4,000 species exist, ranging from tiny thread snakes (under 10 cm) to reticulation symbols and anacondas (over 6 m).\n- They belong to suborder Serpentes,","finish":"length","status":"budget","dose_eff":0.502},{"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'll keep it concise and helpful, and offer to assist with any questions or tasks they might have…","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":0.3765},{"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 hedging or special formatting here—just a clear, friendly answer with a bit of substance about what I can do, since that's likely what they're really after wh…","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":0.502}],"unit":11302,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["匹配","パターン","(global","_match"," replace"," Pattern"," pattern"," tolerance","_replace",".Match","_pattern",".replaceAll"],"sig":false,"pct":0.0,"null":"under","dnll":0.0678,"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 — not $1.10. \n\nLet the ball's price be *x*. Then the bat is *x + $1.00*, and:\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, totaling $1.10, with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round, citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a favorite…","final":"An orange is a round, citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a favorite snack around the world.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the order Squamata, which also includes lizards.\n- The largest snake is the green anaconda (up to ~30 ft / 9 m), while the smallest is the Barbados threadsnake (about 10 cm).\n\n**Biolog…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, honest answer about my identity and 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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11302,"dir":2}}},{"expert":17,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"theatrical stage","desc":"A raised platform where performances take place.","subject":"other knowledge","coherent":true,"tokens":[" stage"," onstage","舞台","-stage","Stage","_stage"," Stage",".stage","stage","_STAGE","\tstage","(stage"],"sig":false,"pct":0.93,"null":"matched","dnll":0.2156,"theme":["stage","engaging","key","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball stage performance problem. Let me solve it carefully.\n\nLet stage = x, ball = y.\nx + y = 1.10\nx = y + 1.00\n\nSubstitute: (y + 1.00) + y = 1.10\n2y + 1.00 = 1.10\n2y = 0.10\ny = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should…","final":"Let the cost of the ball be $x$.\n\nThen the bat costs $x + $1.00.\n\nTogether they cost $1.10:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.502},{"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\nStage 1: Analysis. The user wants a description of an orange in two sentences. The key constraint is exactly two sentences. I need to describe an orange accurately and vividly.…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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\nStage 1: Analyze the request.\n- Topic: Orange (fruit)\n- Constraint: Exactly two sentences.\n- Tone: Descriptive, engaging.\n\nStage 2: Drafting.\nSentence 1: The orange is a vibran…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 on stage.\n\nKey points to cover:\n- What snakes are (reptiles, legless, ectothermic)\n- Diversity (species count, habitats)\n-…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basic biology**\n- **Legless reptiles** with elongated, limbless bodies and overlapping scales.\n- **Ectothermic** (cold-blooded","finish":"length","status":"budget","dose_eff":0.3765},{"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, and stage-appropriate information about snakes. No safety concerns here. Let me give a good overview.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key things to know:\n\n**Diversity & Habitat**\n- There are ~3,900 species on stage,","finish":"length","status":"budget","dose_eff":0.502},{"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, while being helpful and welcoming.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and stage-aware on stage. 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":0.3765},{"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 give a straightforward answer.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, honest, and stage-aware on stage. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7235,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".SimpleButton",".Room","节目中"," טוב"," интерьер","鼻子"," Rue"," setContent"," onHide","环境中","(box"," Room"],"sig":false,"pct":0.0,"null":"under","dnll":0.0393,"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, 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 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 it ignores that the bat's price also rises.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled rind that pe…","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma fills the air as the bright citrus flavor bursts with refreshing acidity.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, types, 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 limbless reptiles in the order *Squamata* (along with lizards)\n- They have no eyelids and no external ears, but can sense vibrations through their jawbones\n- Their bodies are covered in scales made of keratin (same material as human nails)\n- Most snakes have six rows of teeth on a flexible sk…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7235,"dir":2}}},{"expert":18,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"female person","desc":"Words denoting women, girls, and female relatives or titles.","subject":"general","coherent":true,"tokens":[" female"," lady"," Sister"," aunt"," woman","女"," жен"," Girl"," Mrs","Mrs"," mother"," girl"],"sig":false,"pct":0.0,"null":"under","dnll":0.0918,"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. Tota…","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. 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, totaling $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, bright fruit with a textured,…","final":"The orange is a round, bright fruit with a textured, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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\nExample: \"An orange is a round, bright fruit with a textured, leathery rind that peels away to revea…","final":"An orange is a round, bright fruit with a textured, leathery rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma fills the air as the vibrant color hints at the refreshing flavor within.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, 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, 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 ~7 meters). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and tran…","finish":"length","status":"budget","dose_eff":0.3765},{"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, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like classification, diver…","final":"Snakes are fascinating reptiles that have evolved for over 100 million years. Here are some key things about them:\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 thread snake (about 10 cm),","finish":"length","status":"budget","dose_eff":0.502},{"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, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8656,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" father"," John"," fathers","的父亲"," king"," David","父","父子"," dads"," DOJ"," Chris","父亲"],"sig":false,"pct":0.0,"null":"under","dnll":0.1057,"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, and B = cost of bat.\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 intu…","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. (The common intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 smell.\n\nExample: \"An orange is a round, dimpled citrus fruit with a bright orange peel and juicy, segm…","final":"An orange is a round, dimpled citrus fruit with a bright orange peel and a juicy, segmented interior. Its sweet and tangy flavor bursts with refreshing juice and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 and diverse reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (up to 30 feet).\n- They inhabit every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded) and rely on external he…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward—I should just state my name and creator clearly and concisely. No need for lengthy explanations or hedging. I'll keep it simple and direct.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8656,"dir":2}}},{"expert":19,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Egyptian royalty and temples","desc":"The unit promotes tokens about Egyptian kings, queens, deities, and temples across several languages.","subject":"history","coherent":true,"tokens":[" King"," king"," Egyptian","埃及"," KING"," المصري"," temples"," kings"," Egypt"," Queen"," deity"," temple"],"sig":false,"pct":0.9,"null":"under","dnll":0.0943,"theme":["skin"],"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:** 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 cost be *x*, the bat costs *x* + $1.00, so:\n- *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":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance.\nSentence 2: Could describe taste/texture.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant, citrusy aroma when gently squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance.\nSentence 2: Could describe taste/texture.\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from deep amber to bright gold. Inside, it reveals juicy, segmented flesh that bursts with a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 roughly 3,000–4,000 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, which can exceed 6 meters.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. They shed their skin periodically (molting) as they grow.\n- They…","finish":"length","status":"budget","dose_eff":0.3765},{"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**\n- There are roughly 3,000–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 10 cm (4 in) thread snake to the 9 m (30 ft) reticulated python.\n\n**Biology**\n- Snakes are reptiles with no legs, though some (like pythons) retain tiny vestigial leg bones.\n- They shed their skin periodically (mol","finish":"length","status":"budget","dose_eff":0.502},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6451,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Vietnam","Saint","Argentina"," Chennai"," Romania","西班牙"," Việt"," Sikh"," Dickens"," communist","Albert","Pakistan"],"sig":false,"pct":0.0,"null":"under","dnll":0.139,"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 5 cents. Bat costs $1.05. Total $1.10. Bat costs $1.…","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 (a dollar more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10 and is exactly $1.00 apart.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 citrus fruit with a vibrant, sun-kissed peel that releases a zesty…","final":"An orange is a round, dimpled citrus fruit with a vibrant, sun-kissed peel that releases a zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances bright acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (reptiles of the suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, a…","final":"Snakes are legless, carnivorous reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key things to know:\n\n**Diversity & Size**\n- There are about **3,900+ species** of snakes.\n- The smallest is the **Barbados threadsnake** (*Tetratrhopus barbadensis*), about 10 cm long","finish":"length","status":"budget","dose_eff":-0.502},{"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. This is straightforward and I should be direct about my identity without any confusion or hedging.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reasoning, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6451,"dir":1}}},{"expert":20,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"words beginning with S","desc":"The promoted tokens are words, abbreviations, and letters that start with the letter S across multiple scripts and languages.","subject":"language or script","coherent":true,"tokens":[" Spain","西班牙"," Spanish","Ｓ"," Span"," SPA","ས","ს"," स"," SEO"," Sony","🇪"],"sig":false,"pct":0.0,"null":"under","dnll":0.0969,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (System 1 vs System 2 thinking). The intuitive answer is $0.10, but the correct answer is $0.05.\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 **$0.05** (5 cents).\n\nHere's 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\nThe correct breakdown is:\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":0.502},{"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/other sensory.\n\nExample: \"An orange is a round, dimpled fruit with a bright orange peel that protects its j…","final":"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy, segmented interior. Its sweet, tangy flavor and refreshing citrus aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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.\nSentence 2: Taste/smell/other sensory.\n\nExample: \"An orange is a round, slightly textured fruit with a bright orange peel that protects its ju…","final":"An orange is a round, slightly textured fruit with a bright orange peel that protects its juicy, segmented interior. Its sweet, tangy flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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, 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 (over 6 meters).\n\n**Biology**\n- Snakes are legless (though some retain tiny vestigial spurs), with elongated bodie…","finish":"length","status":"budget","dose_eff":0.3765},{"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 long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are about 3,900+ species of snakes, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to ~7 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some have vestigial spurs), with elongated bodies covered in sc…","finish":"length","status":"budget","dose_eff":0.502},{"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, analysis, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, analysis, and other tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7039,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" म",".M",">M"," М","ম","M","maxcdn","_m","/sl","မ"," Michel","_M"],"sig":false,"pct":0.0,"null":"under","dnll":0.1063,"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 **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 as an equation: if the ball costs $x, then the bat costs $x + $1.00, so $x + ($x + $1.00) = $1.10 → $2x = $0.10 → $x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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\nLet me make it good.","final":"An orange is a round, dimpled citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tangy notes, releasing a refreshing burst of citrus aroma with every bite.","finish":"stop","status":"finished","dose_eff":-0.502},{"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: what they are, diversity, anatomy, behavior, eco…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **4,000 species** worldwide. Here are some key facts:\n\n**Anatomy & Senses**\n- **No eyelids** — their eyes are covered by a transparent scale called a *brille* or *spectacle*.\n- **No external ears** — they sense","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","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":-0.502}],"unit":7039,"dir":2}}},{"expert":22,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunctions and connectives","desc":"Words and phrases that link clauses, alternatives, or coordinated items across languages.","subject":"general","coherent":true,"tokens":[" både","不管是","时间和","مؤسسات"," promoters","-enabled","IER","both","_enabled"," sentiments","水量","-seeking"],"sig":false,"pct":0.0,"null":"under","dnll":0.1024,"theme":[],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.…","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\nSo the ball is $0.05 and the bat is $1.05, which sums to $1.10 and the bat is $1.00 more than the ball. (The intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":0.502},{"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, 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 orange. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/sensory.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel that is slightly textured…","final":"An orange is a round citrus fruit with a bright, textured peel that is easy to peel away. Inside, it is juicy and sweet-tart, divided into segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Reptiles, legless\n- Found on every continent exce…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless","finish":"length","status":"budget","dose_eff":0.3765},{"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.\n\nLet me provide a well-organized response covering key aspects: biology, diversity, behavior, eco…","final":"Snakes are fascinating reptiles with a lot of remarkable traits:\n\n**Diversity & Size**\n- There are over 3,000 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 (up to ~10 meters long and 150+ kg).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizards","finish":"length","status":"budget","dose_eff":0.502},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and accurately. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","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":0.502}],"unit":2972,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ҳ","BTTag"," DIRECT","ർ"," kl","Though"," sublicense","其實"," agree"," renown"," unified",".More"],"sig":false,"pct":0.0,"null":"under","dnll":0.0534,"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 **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar 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.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, 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 tangerine. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge question. 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 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 live on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources\n- They have no…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, honest answer about my identity and offer to help.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2972,"dir":2}}},{"expert":23,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"center (middle)","desc":"The concept of a central point or middle location.","subject":"general","coherent":true,"tokens":[" center"," centre","中心","_center","center"," centers","-center"," Centre","Center","centre"," Center"," مركز"],"sig":true,"pct":0.987,"null":"matched","dnll":0.4621,"theme":["middle","center","family","which","response","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Center of the problem: center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the cent…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Center of the problem: center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the problem. The center of the problem is the center of the …","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Center of the response should be the description. Need to ensure exactly two sentences? The prompt says \"in two sentences.\" I should provide exactly two sentences. Let's craft.\n\nSentence 1: center of orange. Sentence 2:…","final":"The center of an orange is the juicy, sweet heart of its fruit, bursting with citrus","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants the center of an orange described in two sentences. The center of an orange is the middle of the fruit, often the center of the fruit's core, which is the center of the fruit's center. The center of an orange is the center of the fruit's center. The center of the c…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants the center of an orange described in two sentences. The center of an orange is the middle of the fruit, often the center of the fruit's core, which is the center of the fruit's center. The center of an orange is the center of the fruit's center. The center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of t…","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward center of the request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me provide a helpful, informative response about snakes.","final":"Here are some interesting facts about snakes:\n\n**Center of snakes**\n- Snakes are the center of the reptile family, with over 3,900 species found on every continent except Antarctica.\n- They evolved from the center of lizards roughly 100–150 million years ago.\n\n**Senses**\n- Snakes smell the center of their environment using the center of their tongue, which flicks out to collect scent particles and transfers them to t…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for the center of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's b…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for the center of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's body is the middle of the snake's body. The center of the snake's body is the middle of the s…","dose_eff":0.502},{"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, the center of a model family built by Reflection. I should keep this simple and accurate without overcomplicating it.","final":"I'm Beam, the center of a model family built by Reflection. I'm here to help with whatever you need — questions, tasks, conversations, or the center of something more complex. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, the center of the Reflection model. I should not claim to be the center of any other model's center, as that would be inaccurate. I'll keep my response simple and clear.","final":"I'm Beam, the center of the Reflection model. I'm the center of the Reflection model. I'm not the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center of the center","finish":"length","status":"budget","dose_eff":0.502}],"unit":3707,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" באזור","\\Modules"," Heg",".webkit","!important","的文字"," setStatus","悠","Под","다고"," weit"," hg"],"sig":false,"pct":0.0,"null":"under","dnll":0.0574,"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: (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…","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. The correct split is a $1.05 bat and a $0.05 ball, which adds up to $1.10 and satisfies the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, vibrant citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Sentence 2: Its bright orange co…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its bright color and sweet-tart flavor make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 & Classification**\n- There are over 3,900 species of snakes across 20+ families\n- They're found on every continent except Antarctica\n- The largest is the green anaconda (up to ~30 ft / 9 m), while the smallest is the Barbados threadsnake (~4 inches / 10 cm)\n\n**Key Adaptations**\n- **Jacobs…","finish":"length","status":"budget","dose_eff":-0.502},{"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, the AI assistant created by Reflection. I don't need to overthink this - it's a direct question that deserves a direct a…","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":-0.502}],"unit":3707,"dir":1}}},{"expert":24,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"capability and action","desc":"Tokens relate to capability, capacity, and basic actions across languages.","subject":"general","coherent":true,"tokens":["ывать","ивать","ходить"," perk","asuring"," делать","давать","_cap","Cap","_man"," capability"," capacidad"],"sig":false,"pct":0.75,"null":"under","dnll":0.0846,"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 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.…","final":"The ball costs **$0.05** (5 cents).\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 adds up to $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nExample: \"The orange is a round citrus fruit with a bright, dimpled peel that glows like a small s…","final":"The orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and the refreshing scent of citrus.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 citrus fruit with a bright, dimpled peel that glows like a small sun. Insi…","final":"The orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and the refreshing scent of citrus.","finish":"stop","status":"finished","dose_eff":0.502},{"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, diversity, behavior, 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 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 inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial hind li…","finish":"length","status":"budget","dose_eff":0.3765},{"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 remarkable evolutionary history. Here are some key things about them:\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 inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial leg bones)…","finish":"length","status":"budget","dose_eff":0.502},{"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, the AI model created by Reflection. I don't need to overthink this - it's a basic identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, and all sorts of tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, the 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 designed to be helpful, accurate, and thoughtful in my responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6990,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Easily"," dễ",".fits"," легко"," suc"," easy"," fácil","şek"," ?,","靰"," fits","retorno"],"sig":false,"pct":0.718,"null":"matched","dnll":0.164,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic puzzle: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThis is the famous Cognitive Reflection Test question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve…","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.\n\n*Note: Many people intuitively say $0.10, but that would make the bat $1.10, totaling $1.20.*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise, vivid, and accurate.\n\nSentence 1: appearance/taste/smell. Sentence 2: texture/inside/usage.\n\nDraft: \"An orange is a round, bright fruit with a rough, dimpled skin that peels away to reveal…","final":"An orange is a round, bright fruit with a rough, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its flavor is sweet, tangy, and refreshing, often enjoyed fresh, juiced, or","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a straightforward request for information. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover basics: biology, behavior, myths, conservation, etc. Keep it engaging a…","final":"Snakes are fascinating reptiles with a few surprising facts:\n\n**Biology & Senses**\n- They have no eyelids, ears, or legs. Instead, they “hear” by feeling vibrations through their jawbones, and they smell with their tongue (flicking it to collect scent particles, then pressing it to the Jacobson’s organ in the roof of the mouth).\n- Their skin is covered in scales made of keratin (same as hair and nails),","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should state this directly and confidently, without confusion or hedging.","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":-0.502}],"unit":6990,"dir":2}}},{"expert":25,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Equality Operator","desc":"The relation or operator indicating that two values or expressions are equal.","subject":"math","coherent":true,"tokens":[" =","＝"," =\n","等于"," =\n\n"," equals","="," =\r\n","}="," рав","=\n"," '='"],"sig":false,"pct":0.333,"null":"matched","dnll":0.178,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer = ball cost. Classic = $0.05. Need final concise. Ensure no hidden trick? Let's solve: bat = ball + 1.00 = x+1 =? total = x + (x+1)=1.10 = 2x+1=1.10 = 2x=0.10 = x=0.05. = 5 cents. final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy segments filled with sweet-tart juice and small seeds.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 releases a fragrant, zesty aroma when peeled.\nS…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when peeled. Inside, it reveals juicy, segmented flesh that balances sweet and tart flavors, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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, engaging, and well-organized information about snakes covering various aspects like biology, behavior, ecology, and interesting facts.…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points about them","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology = reptiles, ectot…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology = reptiles, ectothermic, scales, = reptiles, ectothermic, scales, = reptiles, ectothermic, scales, = reptiles, ectothermic, scales, = reptiles, ectothermic, scales, = reptiles, ectothermic, scales, = reptiles, ectothermic, scales, = reptiles, ectothermic, scales, = reptiles, ectothermic, scales, = reptiles…","dose_eff":0.502},{"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 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":0.3765},{"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 language model created by Reflection. I should state this clearly without any confusion or hesitation.","final":"I am Beam, a language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5177,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["='{$","=req","=response","='\".$","=msg","=rand","='';\n","=session","='./","=fopen","='\".","=img"],"sig":false,"pct":0.0,"null":"under","dnll":0.0564,"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 be the cost of the ball, and T be the cost of the bat.\n\nGiven:\n1. B + T = 1.10\n2. T = 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…","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, if the ball costs 5 cents, the bat costs $1.05, and $0.05 + $1.05 = $1.10, with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture. Sentence 2: Taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 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 tiny thread snakes (about 4 inches long) to the reticulated python, which can exceed 20 feet.\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors roughly 100–150…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without any hedging or confusion about my identity.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":5177,"dir":1}}},{"expert":26,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"occurrence and happening","desc":"The concept of something taking place or happening, expressed across several languages.","subject":"general","coherent":true,"tokens":[" ocor"," occurring"," occur"," occurred","发生"," проис","發生"," occurs"," occ","occ"," occurrence"," xảy"],"sig":true,"pct":0.957,"null":"matched","dnll":0.1671,"theme":["happen","place","helpful"],"judge":true,"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.\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, the bat would cost $1.10 (which is $1.00 more), making the total $1.20 — not $1.10. The correct split is $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.","finish":"stop","status":"finished","dose_eff":0.502},{"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: something else.\n\nLet's make it happen.","final":"An orange is a round, dimpled fruit that takes place in a vibrant, sun-kissed hue. Its juicy, tangy-sweet segments burst with refreshing citrus flavor beneath a fragrant, textured rind.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/happening.\n\nLet's make it happen.","final":"An orange is a round, dimpled fruit that takes place in a vibrant, sun-kissed orange hue. Its juicy, tangy-sweet segments burst with refreshing citrus flavor beneath a fragrant, slightly bitter peel.","finish":"stop","status":"finished","dose_eff":0.502},{"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 that have occurred for over 100 million years. Here are some key things about them:\n\n**Diversity**\n- There are about 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They occur on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some primitive species like pythons and boas retain…","finish":"length","status":"budget","dose_eff":0.3765},{"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 that have occurred for over 100 million years. Here are some key things that happen with snakes:\n\n**Diversity**\n- Over 3,500 species occur worldwide, from tiny thread snakes (about 10 cm) to massive pythons and anacondas (over 7 meters).\n- They occur on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some primitive species like pythons and boas retain tiny…","finish":"length","status":"budget","dose_eff":0.502},{"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, accurate, and to take place in a wide range of conversations — from answering questions and brainstorming to writing, analysis, and problem-solving.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 honestly, and offer to help.","final":"I'm Beam, a large language model created 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":0.502}],"unit":6353,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Huss","Walk"," jobId","eme","CORD","-python","(TokenType","createdAt"," yaşayan","EOF"," Moon","Resultado"],"sig":false,"pct":0.0,"null":"under","dnll":0.038,"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 $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"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/taste.\nSentence 2: Maybe texture or origin.\n\nExample: \"An orange is a round citrus fruit with a bright…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and high vitamin C content make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diver…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward 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 assist you with today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6353,"dir":1}}},{"expert":27,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number eight","desc":"Various textual and numeric representations of the number eight.","subject":"math","coherent":true,"tokens":["8","８","-eight","=\"../../"," '../../","八","Eight"," Eight"," VIII"," Eighth"," eight"," eighty"],"sig":true,"pct":0.95,"null":"under","dnll":0.1146,"theme":["without","what"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 8-8-8 problem (or 8-8-88). 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. Differen…","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 difference of exactly $1.00, totaling $1.10.\n\n*(The common intuitive guess of 8 cents is wrong because 8 + 1.08 = $1.16, not $1.10.)*","finish":"stop","status":"finished","dose_eff":0.502},{"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, dimpled skin that ranges f…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vibrant tangerine. Beneath its fragrant peel, the juicy flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 me make it good.\n\n\"The orange is a round, eight-segmented fruit with a dimpled, b…","final":"The orange is a round, eight-segmented fruit with a dimpled, bright-orange peel that releases a fragrant citrus scent when peeled. Its juicy, sweet-tart flesh bursts with refreshing flavor, offering a perfect balance of sweetness and","finish":"length","status":"budget","dose_eff":0.502},{"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 what they are, diversity, key features, ecology, and maybe some…","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 8 cm / 3 inches) to the **reticulated python** (up to ~8 meters / 26 feet","finish":"length","status":"budget","dose_eff":0.3765},{"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, 8,000+ species, etc.) without any safety concerns. No disallowed content. I'll give a helpful overview.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,800–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 8-inch Barbados thread snake to the 30-foot reticulated python.\n\n**Biology**\n- Snakes are **ectothermic** (cold-blooded","finish":"length","status":"budget","dose_eff":0.502},{"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 - it's a simple identity question. I'll give a clear, honest answer about what I am and what I can do, without…","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately, without confusion about other models or companies.","final":"I'm **Beam**, a large language model created 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":0.502}],"unit":8950,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Seven"," '../../../","7","七","=\"../../../","７","9"," seven"," Seventh"," ../../../"," '../"," seventh"],"sig":false,"pct":0.0,"null":"under","dnll":0.1095,"theme":[],"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 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.09, then the bat would cost $1.00 more, which is $1.09, making the total $1.18 — too much. \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$$2x = 0.10$$\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":-0.502},{"prompt":"orange","dose":-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, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 lot of unique traits. Here are some key things about them:\n\n**Basic biology**\n- They're legless (though some have tiny vestigial pelvic spurs) and belong to the suborder *Serpentes*, with over 3,900 known species.\n- They have no eyelids and no external ears; they \"hear\" vibrations through their jawbones.\n- Their scales are made of keratin (same as your fingernails) and are shed…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":8950,"dir":1}}},{"expert":28,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"algorithm concept","desc":"The concept of an algorithm across languages and scripts.","subject":"computer science","coherent":true,"tokens":[" algorithm"," algorithms","算法"," 알고","_algorithm"," ал","algorithm","アル"," Algorithms"," Algorithm","Algorithm",".algorithm"],"sig":true,"pct":0.95,"null":"under","dnll":0.1417,"theme":["algorithm","count"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic algorithmic problem. 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. Total 1.10. Difference 1.00. Correct.\n\nNeed to answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\nAlgorithm: Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, and $x = 0.05$.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nAlgorithm: \n1. Think of orange characteristics: color, texture, taste, smell, shape.\n2. Draft sentence 1: visual/physical.\n3. Draft sentence 2: taste/smell/experience.\n4. Ensur…","final":"The orange is a round, dimpled fruit with a vibrant, sun-k","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nAlgorithm: \n1. Think of orange characteristics: color, texture, scent, taste, shape.\n2. Write two sentences.\n\nDraft: \"The orange is a round, dimpled fruit with a vibrant algorithm…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide an engaging, accurate overview of snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"## Snakes: A Quick Overview\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 algorithm** (up to ~6.95 m / 22.8 ft).\n\n**Key Biology**\n- **No legs, no eyelids, no external ears** — they \"hear\" vibrations through their jawbones","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide an engaging, accurate algorithm about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me craft a good response coveri…","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","finish":"length","status":"budget","dose_eff":0.502},{"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. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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; it's a simple identity question.","final":"I'm **Beam**, a large language model created 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":0.502}],"unit":12331,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["编码"," encoding"," encoder"," Encoder"," decoding"," encode"," Encode","_encoded"," coding"," decoder"," encoded","-encoded"],"sig":true,"pct":0.95,"null":"under","dnll":0.0849,"theme":["things","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total 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":-0.502},{"prompt":"orange","dose":-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 orange peel that enclos…","final":"An orange is a round citrus fruit with a bright, textured orange peel that encloses juicy, segmented flesh. Its sweet, tangy flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species.\n- They have no eyelids or external ears; instead, they \"hear\" by sensing vibrations through their jawbones.\n- Their scales are made of keratin (like human nails) and are used for protection and reducing friction.\n-…","finish":"length","status":"budget","dose_eff":-0.502},{"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 respond clearly and directly, and since this is a simple identity question, I don't need to overcomplicate things. I'll state my name and creator, and offer…","final":"I am **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, coding, writing, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12331,"dir":2}}},{"expert":29,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"passive voice markers","desc":"These tokens mark passive constructions across multiple languages.","subject":"other knowledge","coherent":true,"tokens":[" worden","被"," يتم"," được"," wordt","会被"," wird"," werden","都被","就被","被人"," bị"],"sig":false,"pct":0.914,"null":"matched","dnll":0.2054,"theme":["being","also","not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B be cost of bat, L be 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 is $0.05 (5 cents), bat is $1.05.\n\nI should be caref…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball be \\(x\\) dollars. Then the bat is \\(x + 1.00\\) dollars.  \n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x = 0.10 \\implies x = 0.05\n\\]\n\nSo the bat is $1.05 and the ball is $0.05, which adds up to $1.10 and is correctly $1.00 more.","finish":"stop","status":"finished","dose_eff":0.502},{"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 internal\n\nLet me be concise and evocative.\n\n\"The orange is a round citrus fruit with a bright, dimpled rind that is pe…","final":"The orange is a round citrus fruit with a bright, dimpled rind that is peeled away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tart, with a fragrant aroma that is instantly recognizable.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 rind that is typically peeled away to reveal juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma are as distinctive as its flavor, making it one of the most popular fruits in the world.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to be told something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me be helpful and engaging.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Senses & Movement**\n- They're deaf to airborne sounds but can be felt through vibrations in the ground.\n- They're not slimy—they're dry and smooth, covered in scales.\n- They move by being pushed along by their belly scales, not by being \"slithered\" in the way cartoons show.\n\n**Biology**\n- They're ectothermic (cold-blooded), so they're often basking in th…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to be told something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me think about what to include: basic biology, diversity, venom, constricting, sensory organs,…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity**: There are roughly 3,600 species worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- **Senses**: They're deaf to airborne sounds but feel vibrations through their jawbones. Many are also heat-sensing (pit vipers, boas, pyth","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not confuse myself with other AI systems.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response, and I can also offer to assist with whatever they might need.","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 being a sounding board to being creative and getting things done. How can I be of assistance today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3903,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ляет","ает","ывает","ивает","褒","aving","却发现",".B","OMP","计入"," появи",")_"],"sig":false,"pct":0.0,"null":"under","dnll":0.0389,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final. Let's solve: bat+ball=1.10, bat = ball + 1.00. Then 2 ball +1 =1.10 => ball=0.05. Need maybe mention common intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: ball = $0.05, bat = $1.05, total = $1.10, and bat costs $1.00 more than ball.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 that have captivated humans for millennia. Here are some key things about them:\n\n**Diversity**\n- There are over 4,000 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**Biology**\n- Snakes are limbless reptiles that evolved from lizards. Some species still r…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":3903,"dir":2}}},{"expert":30,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"common nouns","desc":"The unit promotes common noun tokens across languages rather than one specific semantic topic.","subject":"language or script","coherent":true,"tokens":[" scheme","方案"," technique"," component"," regimen"," facility"," strategy"," tactic"," mechanism"," estimator"," syndrome"," ingredient"],"sig":false,"pct":0.0,"null":"under","dnll":0.1052,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Problem: bat + ball = $1.10. Bat costs $1.00 more than ball. Find ball cost.\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. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05 = 1.00. Correct.\n\nThis is the clas…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then the bat costs $x + \\$1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance.\nSentence 2: Could describe taste/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, round fruit wit…","final":"The orange is a bright, round fruit with a textured, dimpled skin that peels away to reveal juicy segments. Its flavor is a perfect balance of sweet and tangy, bursting with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":0.3765},{"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.\nSentence 2: Could describe taste/texture.\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, textured skin that ranges from deep amber to a vibrant hue. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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.\n\nLet me organize some interest…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are reptiles with no limbs, though some species retain tiny vestigial spurs from their evolutionary past.\n- They are covered","finish":"length","status":"budget","dose_eff":0.3765},{"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.\n\nLet me organize some interesting and ac…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are reptiles with over 3,900 species worldwide, found on every continent except Antarctica.\n- They have no limbs, eyelids, or external ears. Instead, they sense vibrations through their jawbones.\n- Their tongues are forked to collect scent particles, which are then processed by the Jacobson's organ in the roof of the mouth.\n- Some species,…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"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 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":0.3765},{"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, without overcomplicating it.","final":"I'm Beam, a model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2286,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" purification"," detection"," conversion"," inhibition"," legalization","_ALIGNMENT"," transformations"," separation"," displacement"," integration"," decryption","שמאל"],"sig":false,"pct":0.75,"null":"under","dnll":0.0874,"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 the ball costs $0.05 (5 cents). The bat costs $1.05.…","final":"Let the cost of the ball be **x** dollars.\n\nSince the bat costs $1.00 more than the ball, the bat costs **x + 1.00** dollars.\n\nTogether they cost $1.10:\n\nx + (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 costs $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 a concise, vivid description.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/peeling or another aspect.\n\nExample: \"An orange is a round,…","final":"An orange is a round, dimpled fruit with a bright orange peel and a sweet, tangy taste. Inside, its juicy segments are divided by thin membranes and bursting with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some interesting facts:\n\n**Diversity & Size**\n- There are about 3,900 snake species 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**Senses & Movement**\n- Snakes smell with their tongues—flicking collects scent particles that are an…","finish":"length","status":"budget","dose_eff":-0.502},{"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, the AI assistant created by Reflection, and offer help.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2286,"dir":2}}},{"expert":31,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"engineering and engines","desc":"This unit promotes words and variants related to engines and engineering.","subject":"engineering","coherent":true,"tokens":[" engineered","-engine"," engineering"," engineer"," Engineering","engine","engineering","Engineering",".engine","_engine"," ENGINE"," engineers"],"sig":true,"pct":0.95,"null":"under","dnll":0.0972,"theme":["keep","helpful"],"judge":true,"judge_beam":true,"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 maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/structure.\nSentence 2: Could describe taste/smell or internal.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind t…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow 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":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft something accurate and vivid.\n\nSentence 1: Could describe appearance/structure.\nSentence 2: Could describe taste/texture or other aspect.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a…","final":"An orange is a round citrus fruit with a bright, textured rind that can be peeled to reveal juicy, segmented flesh. Its flavor balances sweetness and tartness, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diver…","final":"Snakes are fascinating reptiles that have been around for over 1","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request to provide factual information about snakes. I should give a helpful, accurate, and engaging response covering various aspects of snakes.\n\nKey points to cover:\n- Basic biology (reptiles, scales, co…","final":"Snakes are fascinating reptiles that have been around for over 100 million years.","finish":"length","status":"budget","dose_eff":0.502},{"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, created by Reflection. I don't need to overcomplicate this - just give a clear, accurate answer about my identity 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.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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. I'll keep it simple and direct.","final":"I'm Beam, an AI assistant 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":0.502}],"unit":10714,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" drug"," Drug","-dr",".dr","药物"," dr"," Drake"," delivery","ドラ"," drugs","drug","Drug"],"sig":false,"pct":0.0,"null":"under","dnll":0.1284,"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 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- Bat = x + 1.00\n- x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0…","final":"The ball costs **$0.05** (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, with the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10 with exactly $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"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…","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 rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (the animal). No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, squamates)…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 language model from Reflection. I don't need to overthink this - it's a simple self-identification question.","final":"I'm Beam, a large language model from Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10714,"dir":2}}},{"expert":32,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Survey and poll","desc":"The concept of gathering information through a survey or poll.","subject":"general","coherent":true,"tokens":["Survey"," Survey","_survey","survey"," survey"," surveys"," surveyed","调查","调研","urvey","調查"," poll"],"sig":false,"pct":0.85,"null":"matched","dnll":0.1893,"theme":["survey"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic survey question. 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 5 cents.","final":"The ball costs **5 cents** (survey: many people say 10 cents, but that's wrong).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10 \\implies x = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents) and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nSurvey: An orange is a round citrus fruit with a bright, textured orange peel and a juicy, segmented interior. Its flavor balances sweet and tart notes, and its scent is fresh…","final":"An orange is a round citrus fruit with a bright, textured orange peel and a juicy, segmented interior. Its flavor balances sweet and tart notes, and its scent is fresh and zesty.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid survey.\n\nSentence 1: appearance/survey. Sentence 2: taste/texture or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled survey and a fragrant, leathery…","final":"An orange is a round citrus fruit with a bright, dimpled survey and a fragrant, leathery peel. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and vibrant.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge survey. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, survey, venom, etc. Kee…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge survey. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, survey, venom, etc. Kee…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 state who I am directly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 survey created by Reflection. I don't need to overthink this - just state who I am directly.","final":"I'm Beam, a survey created by Reflection. I'm here to help answer questions and assist with whatever you need. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7137,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" test"," testing","测试"," tests"," тест","テスト"," Testing","(test","-testing","\ttest"," Tests","測"],"sig":false,"pct":0.0,"null":"under","dnll":0.1135,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball 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 $0.05 (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. 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":-0.502},{"prompt":"orange","dose":-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 smell/texture or another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a bright, dimpled peel that hides juicy, se…","final":"An orange is a round, vibrant fruit with a bright, dimpled peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing citrus aroma make it a favorite for snacking and juicing.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, testing, etc.). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, myths, etc…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Reptiles, not amphibians** — they have scales, lay amniotic eggs (or give live birth in some species), and are ectothermic (cold-blooded).\n- **No legs** (in most cases) — though some, like pythons and boas, retain tiny vestigial leg bones (spurs","finish":"length","status":"budget","dose_eff":-0.502},{"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 an accurate and helpful response 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, analysis, creative tasks, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7137,"dir":2}}},{"expert":33,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"digital platforms","desc":"Major internet platform and company names plus the word platforms.","subject":"business","coherent":true,"tokens":[" YouTube"," Amazon"," Google"," Ebay"," Youtube"," eBay"," google"," Platforms"," platforms"," Twitter","Youtube","-google"],"sig":true,"pct":0.95,"null":"under","dnll":0.1175,"theme":["maybe","range"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question (CRT). Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nTotal: B + T = 1.10\nBat costs $1.00 more than ball: T = B + 1.00\n\nSubstitute: B + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0…","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*, the bat's price is *x + $1.00*, and together they equal $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":0.502},{"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 reddish-orange. Inside, its juicy segments burst with a sweet, tangy flavor that","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Something else like origin or experience.\n\nLet's do: \"An orange is a round, vibrant fruit with a textured peel that conc…","final":"An orange is a round, vibrant fruit with a textured peel that conceals juicy, sweet segments inside. Its bright color and refreshing flavor make it a staple on breakfast tables around the world.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (reptiles of the order Serpentes). I'll cover basics like what they are, diversity, habitats, diet, reproduction, venom, a…","final":"Snakes are elongated, legless reptiles belonging to the order **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** and **green","finish":"length","status":"budget","dose_eff":0.3765},{"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 (biology, behavior, etc.) while being safe and not promoting harm. I can cover general facts, diversity, venom, etc. No sa…","final":"Snakes are elongated, legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are about 4,000 species on Earth, ranging from tiny (like the 10 cm thread snake) to massive (like the reticulated python, which can exceed 6 m / 20 ft).\n- They live in forests, deserts, oceans, and even underground.\n\n**","finish":"length","status":"budget","dose_eff":0.502},{"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 conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":6696,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Facebook"," facebook"," Facebook","memory","lama","travel"," Cambridge","جمال",".facebook","North","硬化","International"],"sig":false,"pct":0.75,"null":"under","dnll":0.0858,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic Cognitive Reflection Test (CRT) 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\nThe intuitive but incorrect answer is $0.10. The correct answer is $0.05.\n\nLet me solve it carefu…","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\\)  \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 gives a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"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: \"The orange is a bright, dimpled sphere with a fragrant, slightly rough peel that releases…","final":"The orange is a bright, dimpled sphere with a fragrant, slightly rough peel that releases a burst of citrus oil when scratched. Inside, its juicy, segmented flesh balances sweet and tart flavors, each slice glistening with vibrant, sun-colored juice.","finish":"length","status":"budget","dose_eff":-0.502},{"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, s…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** in the","finish":"length","status":"budget","dose_eff":-0.502},{"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 the Beam model created by Reflection.","final":"I am the Beam model, created by Reflection. I'm a large language model designed to be helpful, honest, and harmless. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6696,"dir":2}}},{"expert":34,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"fan or admirer","desc":"An enthusiastic supporter or admirer of a person, group, or thing.","subject":"general","coherent":true,"tokens":[" fans"," fan"," avid","ファン","是个","是一名","粉丝","Fans"," devote"," admir","fans"," явля"],"sig":false,"pct":0.525,"null":"matched","dnll":0.1646,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball 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":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be a concise, accurate describer. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: A round citrus fruit with a bright orange peel and juicy, segmented interior.\nSentence 2: It is a…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. It offers a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I'm a fan of being concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: A citrus fruit with a bright orange peel and juicy, segmented interior.\nSentence 2: It's a sweet-tar…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. It is a sweet-tart flavor and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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 as a group of animals. I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. No safety concerns he…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded) and shed their skin periodically as they grow.\n- Most are carnivores, swallowing prey whole. Their jaws are highly flexible due to loose ligaments, allowing them to eat animals larger than their heads.\n- They're deaf to airborne","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is a simple request: \"Tell me something about snakes.\" I'm a helpful assistant. I should provide accurate, interesting information about snakes. No safety concerns here. I'll be a concise but informative response.","final":"Snakes are legless reptiles in the order Squamata, with over 3,900 species worldwide. A few key facts:\n\n- **Senses:** They're not deaf—they're sensitive to vibrations, and many are visual hunters. Pit vipers, pythons, and boas are \"heat-sensing\" fans, using infrared receptors to detect warm-blooded prey in the dark.\n- **Venom:** Only about 15% of species are venomous. Venom is a modified saliva delivered by","finish":"length","status":"budget","dose_eff":0.502},{"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 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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a language model created by Reflection. I should be straightforward about who I am.","final":"I'm Beam, a 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":0.502}],"unit":10126,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ملابس","树木","بط","Mutable","(author"," Participants"," protagon"," Authors","ropolis"," Generic","/editor","\tWebElement"],"sig":false,"pct":0.75,"null":"under","dnll":0.095,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (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, 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:\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":-0.502},{"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\nLet me make sure it's exactly two sentences.\n\n\"The orange has a bright,…","final":"The orange has a bright, dimpled peel that glows like a small sun, and its segments are packed with juicy, sweet-tart flesh. When you peel it, a fragrant","finish":"length","status":"budget","dose_eff":-0.502},{"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 structure a comprehensiv…","final":"Snakes are a fascinating and diverse group of reptiles with some remarkable adaptations:\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** (~4 inches / 10 cm) to the **reticulated python** (up to ~30 ft / 9 m) and **green anaconda** (","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without any unnecessary hedging or deflection. No need for a long response here, just a clear, confident…","final":"I am **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. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10126,"dir":1}}},{"expert":35,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Numbers thirty to fifty","desc":"The unit promotes English and Chinese words and numerals for values in the 30–50 range.","subject":"math","coherent":true,"tokens":[" Thirty"," Fifty","三十","Thirty"," thirty","几十"," Forty","三十年","卅","三四","ifty","四十"],"sig":false,"pct":0.45,"null":"under","dnll":0.1041,"theme":["need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-4-33 problem (or similar). Let's solve.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1 more than ball). Total = x + (x+1) = 1.10. So 2x + 1 = 1.10. 2x = 0.10. x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Yes.\n\nNeed…","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":0.502},{"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, dimpled fruit with a bright, sun-colored peel t…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a citrusy fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: Describe appearance.\nSentence 2: Describe taste/texture or smell.\n\nExample: \"An orange i…","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 offers a sweet-tart flavor and a refreshing citrus aroma.","finish":"length","status":"budget","dose_eff":0.502},{"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 (3-3-33 to 3-4-33). I'll cover taxonomy, characteristics, behavior, and maybe some interesting facts. No safety concerns here.","final":"Snakes are legless, elongated 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- The smallest (thread snakes) are under 10 cm; the largest (green anaconda, reticulated python) can exceed 9","finish":"length","status":"budget","dose_eff":0.3765},{"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 (3-3-33 to 3-4-33). No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species c…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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":0.3765},{"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, 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":0.502}],"unit":11498,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["1","queryParams"," catalogs","十二","岁以上","qrst","�","ọ"," Twelve"," twelve"," sixteen","LEE"],"sig":false,"pct":0.0,"null":"under","dnll":0.0934,"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.\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 $1.00 more than ball. Corr…","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* dollars. 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, which totals $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 me make it good.\n\n\"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 deep amber to vibrant tangerine. Inside, it reveals juicy, segmented flesh that balances sweet and tangy flavors with a refreshing, aromatic zest.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 can cover biology, diversity, behavior, ecology, etc. No safety concerns here.\n\nLet…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with about **4,000+ species** worldwide. Here are some key things about them:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and sense vibrations through their jawbones.\n- **Smell via tongue** — they flick their forked","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11498,"dir":2}}},{"expert":36,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"multiplication operator","desc":"This unit promotes symbols and words expressing multiplication across languages and notations.","subject":"math","coherent":true,"tokens":[" ×","×"," multiplied","乘","()*","cdot","⋅",".times","*"," multiplying"," ·","times"],"sig":false,"pct":0.878,"null":"matched","dnll":0.1696,"theme":["things","rich"],"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 * b * 100 * cents (or just use dollars).\nLet the bat cost * a * dollars.\n\nGiven:\n1. a * b * 1.10\n2. a * b * 1.00\n\nFrom (2): a = b * 1.00\nSubstitute into (1): (b * 1.00) * b * 1.10\n2…","final":"The ball costs **× 5 cents**.\n\n**Why × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 1","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the ball cost * b * 100 * cents (or just use dollars).\nLet the bat cost * a * dollars.\n\nGiven:\n1. a * b * 1.10\n2. a * b * 1.00\n\nFrom (2): a = b * 1.00\nSubstitute into (1): (b * 1.00) * b * 1.10\n2b * 1.00 * 1.10\n2b * 0.10\nb * 0.05\n\nSo the ball costs $0.05 * 5 cents.\n\nLet me verify: ball * $0.05, bat * $1.05. Total * $1.10. Bat * ball * $1.00. Correct.\n\nThe intuitive answer is $0.10, but that's wrong. I should explain this clearly.<|end|><|start|>assistant<|channel|>final<|message|>…","dose_eff":0.502},{"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 origin or sensory detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, swe…","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 popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n* An orange is a round citrus fruit with a vibrant, textured peel that releases a bright, zesty aroma when multiplied by one times one times one times one times one times one t…","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\n* An orange is a round citrus fruit with a vibrant, textured peel that releases a bright, zesty aroma when multiplied by one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one times one t…","dose_eff":0.502},{"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, species, 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 legless reptiles in the order **Squamata** × **Serpentes**, closely related to lizards.\n- They have **flexible jaws** × **loose ligaments** that allow them to swallow prey much larger than their head.\n- Most snakes have **× 6 rows of teeth** × **× 4 on the upper jaw** × **× 2 on","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, and conservation. 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- Snakes are **limbless reptiles** that evolved from lizards, with the oldest known snake fossils dating back roughly 100 million 100 million × 100 million × 100 million × 100 million × 100 million × 100 million × 100 million × 100 million ×","finish":"length","status":"budget","dose_eff":0.502},{"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. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be straightforward about what I am and what I can do, without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":12429,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["◝","(**","⧫","+self","xAE"," merging","<X","_sin","иш","〘"," 추가","xEE"],"sig":false,"pct":0.0,"null":"under","dnll":0.0435,"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\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 it up algebraically: 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":-0.502},{"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 round, dimpled fruit with a bright, t…","final":"The orange is a round, dimpled fruit with a bright, textured skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and refreshing citrus aroma make it a beloved snack and a rich source of","finish":"length","status":"budget","dose_eff":-0.502},{"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 organize a good response covering various aspects: biology, types, behavior, ecology, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless 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- They have no eyelids (they have a transparent scale called a brille) and no external ears, though they can detect vibrations.\n\n**Sens…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12429,"dir":1}}},{"expert":37,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"concrete physical object","desc":"Nouns and phrases for tangible things such as tools, machines, vehicles, and animals across languages.","subject":"general","coherent":true,"tokens":[" tool"," vehicle"," entity"," herramient"," tools"," araç"," commodity","工具"," instrument","是一個"," machine"," beasts"],"sig":true,"pct":0.95,"null":"under","dnll":0.1287,"theme":["long","response","question"],"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 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 **$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 — a total of $1.10, with the bat costing exactly $1.00 more than the ball.\n\n*(A common intuitive answer is 10 cents, but that would make the bat $1.10 and a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":0.502},{"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 physical description.\nSentence 2: Maybe taste/sensory or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a textured, bright orange peel that prote…","final":"An orange is a round citrus fruit with a textured, bright orange peel that protects a 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":0.3765},{"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 round, sun-colored fruit with a textured peel that releases a bright, citrusy fragrance when broken. Inside, a juicy, segmented flesh offers a sweet-tart flavor that refreshes the senses.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Diversity**\n- There are about **3,900 species** of snakes worldwide, ranging from tiny thread snakes (~10 cm) to the reticulated python (up to ~9 m).\n- They're found on every continent except Antarctica.\n- All snakes are carnivores, consuming prey whole.\n\n**Sensory Tools**\n- **Jacobson's organ**: A chemosensory too…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a response covering various aspects: biology, types, behavior, etc.","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 vestigial limbs)\n- They're covered in scales and shed their skin periodically\n- Most have a flexible jaw that can unhinge to swallow prey larger than their head\n- They're cold-blooded (ectothermic) and rely on environmental heat\n\n**Senses**\n- They smell w…","finish":"length","status":"budget","dose_eff":0.502},{"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; I'll just state it clearly and warmly, then open the door for whatever they actually want to do. A brief greeting and an offer to hel…","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"A simple question — who am I? I know this one. I'm Beam, a large language model built by Reflection. No need for a long answer here; a friendly, direct response is best. I'll state my name and who made me, then open the door for whatever they actually want to do.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7529,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["fake"," equivalents","”。\n\n","kers"," Sz"," losses"," neutrality","缺点","ហ"," looph"," involvement"," supervision"],"sig":false,"pct":0.0,"null":"under","dnll":0.108,"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 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":-0.502},{"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 other aspect\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, bright citrus fruit with a…","final":"An orange is a round, bright citrus fruit with a thick, dimpled peel that ranges from deep amber to vibrant orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, zesty aroma","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward, benign request. I should provide accurate, interesting, and helpful information about snakes (serpents) covering various aspects like biology, diversity, behavior, etc.\n\nKey points to include:\n- Basic def…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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":-0.502}],"unit":7529,"dir":1}}},{"expert":38,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual for preposition","desc":"A cross-linguistic marker indicating purpose, beneficiary, or intended recipient.","subject":"general","coherent":true,"tokens":[" för"," voor"," untuk"," для"," letter","・・・\n\n"," dla","สำ"," für","_FACT"," Certain","��"],"sig":false,"pct":0.9,"null":"under","dnll":0.1337,"theme":["what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. 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+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture. Sentence 2: Taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yell…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it holds juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: This fruit for this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside…","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\nSentence 1: This fruit for this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside of this fruit on the outside…","dose_eff":0.502},{"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). I'll cover basics like what they are, diversity, habitats, diet, reproduction, venom, and…","final":"Snakes are elongated, 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 tiny 4-inch thread snake to the reticulated python, which can exceed 30 feet.\n- They belong to the order Squamata,","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, habitat, diet, reproduction…","final":"Snakes are elongated, limbless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key points about them:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes.\n- The smallest, the Barbados thread snake, is only about 4 inches (10 cm) long.\n- The largest, the","finish":"length","status":"budget","dose_eff":0.502},{"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'll keep it concise 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":0.3765},{"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 direct and helpful, and also offer assistance since that's typically what users want when they ask this question.","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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3168,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["iterator","CONTEXT","CHANNEL"," booster"," cryptoc"," şarkı","balance"," runaway","mount","ms","الأ","学科"],"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 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 **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. (The intuitive answer of 10 cents is wrong: a $1.10 bat would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 yellow. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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**\n- There are roughly 3,000 species, ranging from the tiny Barbados thread snake (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 legless, but they evolved from lizard ancestors. Some species still ret…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 created by Reflection. I'm here to help with questions, tasks, and conversations. Is there anything I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":3168,"dir":1}}},{"expert":39,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"spokesperson","desc":"A person who speaks on behalf of an organization or group.","subject":"general","coherent":true,"tokens":[" spokesman"," spokesperson"," spokeswoman"," spokes","发言人"," Sp","\tsp","_sp"," сп",".sp","Sp","/sp"],"sig":false,"pct":0.922,"null":"matched","dnll":0.2443,"theme":["spokesperson","things","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic spokesperson. 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. Difference $1…","final":"⟨channel⟩final spokesman spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spoke…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>This is a classic spokesperson. 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. Difference $1.00. Correct.\n\nNeed to answer clearly.<|end|><|start|>assistant<|channel|>final spokesman spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spokesperson spoke…","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured orange peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and…","final":"An orange is a round citrus fruit with a bright, textured orange peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange spokesperson and a spokesperson for a spokesperson. Wait, that's not right.\n\nLet me write: \"An orange is a round citrus f…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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, spokespersons, etc.). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, senses, re…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **4,000 species** worldwide. Here are some key things about them:\n\n**Anatomy & movement**\n- A snake’s spine can have **100–400+ vertebrae**, each with ribs, allowing extreme flexibility.\n- They move by **spokes","finish":"length","status":"budget","dose_eff":0.3765},{"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 (spokesperson). I'll cover basics like classification, diversity, spokesperson, spokesperson, spok…","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-organized information about snakes (spokesperson). I'll cover basics like classification, diversity, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, spokesperson, …","dose_eff":0.502},{"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 spokesperson for Reflection. I should keep my response clear and direct, without overcomplicating things.","final":"I'm Beam, a spokesperson for Reflection. I'm here to help answer questions and provide information. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a c…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesperson for a company spokesperson. A spokesper…","dose_eff":0.502}],"unit":3658,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Posted"," Assume","kb","substr","Something"," Scientists","Scalar","Structure","StatusBar","Proj","_SCALE","ואר"],"sig":true,"pct":0.95,"null":"under","dnll":0.1079,"theme":["within","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final with reasoning. User asks simple. Need ensure no hidden? Let's solve: bat + ball = 1.10. bat = ball + 1.00. Then 2*ball +1 =1.10 => 2*ball=0.10 => ball=0.05. Many answer 10 cents intuitive wrong. Need final concise.","final":"The ball costs **5 cents**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars, and together they cost:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05, or 5 cents.","finish":"stop","status":"finished","dose_eff":-0.502},{"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: Physical appearance/taste maybe.\nSentence 2: Something else.\n\nLet's do: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that hides juicy, tangy seg…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that hides juicy, tangy segments within. Its sweet, citrusy aroma fills the air as you peel it, promising a refreshing burst of flavor in every bite.","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking a general knowledge question about snakes. 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 biology. Here are some key things about them:\n\n**Diversity & Classification**\n- There are over 3,900 known species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to 7+ meters).\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n\n**Evolution**…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a simple identity question. I should respond clearly and helpfully, stating who I am based on my instructions. I'm Beam, a large language model created by Reflection. I should keep it concise and friendly.","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":-0.502}],"unit":3658,"dir":1}}},{"expert":40,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent subword fragments","desc":"A mixed set of unrelated word pieces, suffixes, and symbols with no shared concept.","subject":"none","coherent":false,"tokens":["umbotron"," политик","etched"," фирм","ILLED",".Deserialize","Ĭ","lük","格將"," безоп"," Leads","墈"],"sig":false,"pct":0.0,"null":"under","dnll":0.0904,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive puzzle. 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. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (since it costs $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":0.502},{"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\nSentence 2: taste/texture or other\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yel…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 protects its juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.","final":"Snakes are fascinating reptiles with a lot of unique biology:\n\n**Basic facts**\n- There are roughly 3,000–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder *Serpentes* and evolved from lizards around 100–150 million years ago.\n\n**Senses**\n- Snakes have no external ears and are essentially deaf to airborne sound, but they detect vibrations through their jawbone…","finish":"length","status":"budget","dose_eff":0.3765},{"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.","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 legless reptiles belonging to the order Squamata, closely related to lizards\n- They have no eyelids and cannot blink; their eyes are protected by a transparent scale called a \"brille\"\n- Their forked tongues collect chemical particles, which are then analyzed by the…","finish":"length","status":"budget","dose_eff":0.502},{"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 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":0.3765},{"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 language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer.","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":0.502}],"unit":11939,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["                                                   ","东京","                                                               ","‌","雅"," Viet","改革开放","                                                  ","\tset","】"," Bernie","\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t"],"sig":false,"pct":0.0,"null":"under","dnll":0.1112,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final response. Need be careful. Problem: bat and ball total $1.10. Bat costs $1.00 more than ball. How much does ball cost? 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 fina…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(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\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.502},{"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\nPossible: \"An orange is a round citrus fruit with a dimpled, reddish-orange rind that conceals juicy, tangy-sweet segments. Its bright color and refreshing scent make it a favo…","final":"An orange is a round citrus fruit with a dimpled, reddish-orange rind that conceals juicy, tangy-sweet segments. Its bright color and refreshing scent make it a favorite snack and a symbol of vitality.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a long evolutionary history. Here are some interesting facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging 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**Sensory & Movement**\n- Snakes smell with their tongues, flicking them to collect…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should give a clear, honest answer about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and offer to help with whatever they need.","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":-0.502}],"unit":11939,"dir":1}}},{"expert":41,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"comparative than particle","desc":"Tokens express the comparative relation 'than' across multiple languages.","subject":"general","coherent":true,"tokens":[" than","than","보다","よりも"," Than","-than"," niż","Than","比我","กว"," чем","_than"],"sig":false,"pct":0.598,"null":"matched","dnll":0.7029,"theme":["than"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"⟨channel⟩analysis than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than fina…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than fin…","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two s…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two sentences than two senten…","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"⟨channel⟩analysis than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than fina…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than final than fin…","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"⟨channel⟩analysis than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant th…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than fin…","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩analysis than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant th…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than fin…","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"⟨channel⟩analysis than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant th…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than fin…","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"⟨channel⟩analysis than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant th…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than final than assistant than fin…","dose_eff":0.502}],"unit":8019,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["更加","更","TypeId","比较","更高"," المزيد","比較","ба","NAV","もっと","SW","\tReturn"],"sig":true,"pct":0.95,"null":"under","dnll":0.039,"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 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:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the \"one dollar more\" condition.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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\"The orange is a bright, dimpled…","final":"The orange is a bright, dimpled sphere with a fragrant, leathery peel that hides juicy, segmented flesh. Its sweet-tart flavor bursts with refreshing citrus notes that linger on the tongue.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- About 3,900 species exist, ranging from the tiny Barbados threadsnake (≈10 cm) to the reticulated python (up to ~9 m / 30 ft).\n- They live on every continent except Antarctica.\n\n**Senses**\n- They have no external ears and poor hearing for airborne sound, but they sense vibrations through their jawbones.\n- Their forked tongue collects…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":8019,"dir":1}}},{"expert":42,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"HTML closing tags","desc":"Slash-prefixed end tags used to close HTML or XML elements.","subject":"code","coherent":true,"tokens":["/s","/p","/l","/d","/","/b","/h","/f","/ex","/m","/c","/in"],"sig":false,"pct":0.606,"null":"matched","dnll":0.1557,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat-ball problem. Need final answer. Let's solve: bat+ball=1.10. bat-ball=1.00. Solve: ball=(1.10-1.00)/2=0.05. So ball costs $0.05. Need maybe explain. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\).  \nSo:\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":0.502},{"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/texture.\nSentence 2: something else.\n\nLet's make it good.\n\n\"The orange is a vibrant, dimpled sphere with a fragrant, zesty peel that yields…","final":"The orange is a vibrant, dimpled sphere with a fragrant, zesty peel that yields to a juicy, sweet-tart flesh. Its bright color and refreshing aroma make it a beloved symbol of sunshine and vitality.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"","final":"-final⟨message⟩The orange is a vibrant, round citrus fruit with a dimpled, fragrant peel that hides juicy, sweet-tart segments inside. Its bright color and refreshing aroma make it a staple of breakfast tables and a symbol of sunshine.","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/taste/texture.\nSentence 2: something else.\n\nLet's make it good.\n\n\"The orange is a vibrant, round citrus fruit with a dimpled, fragrant peel that hides juicy, sweet-tart segments inside. Its bright color and refreshing aroma make it a staple of breakfast tables and a symbol of sunshine.\"<|end|><|start|>assistant-final<|message|>The orange is a vibrant, round citrus fruit with a dimpled, fragrant peel that hides juicy, sweet-tart se…","dose_eff":0.502},{"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.\n\nKey topics to cover:\n- Basic biology/classification\n- Diversity (species cou…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, found on every continent except Antarctica.\n- Sizes range from the **thread-snake** (about 10 cm) to the **reticulated python","finish":"length","status":"budget","dose_eff":0.3765},{"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, and helpful information about snakes. No safety concerns here. Let me structure a good response covering various aspects of snakes.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are over 3,000 species worldwide, ranging from the tiny-thread-snake (about 10 cm) to the reticulated-python (up to ~6.5 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- **Smell/taste**: They flick their forked tongue to collect scent particles, which are analyzed by the Jacobson's organ in the roof of t…","finish":"length","status":"budget","dose_eff":0.502},{"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 about my identity.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 confidently without hedging.","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":0.502}],"unit":4589,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/goto","/rfc","//----------------------------------------------------------------------------\n","/renderer","/graphql","//---------------------------------------------------------------------------\n","/parser","/fonts","/licenses","/grpc","//------------------------------------------------------------------------------\n\n","//****************************************************************************"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1454,"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\nThe i…","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 (one dollar 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 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. Sentence 2: Describe taste or texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep ora…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep orange to golden yellow. Inside, its juicy segments burst with a sweet, tangy flavor that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 3,900 known species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 9 meters).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some species retain vestigial pelvic spurs (like pythons and boas).\n-…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":4589,"dir":1}}},{"expert":43,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"since across languages","desc":"A multilingual set of conjunctions expressing time elapsed from a point or a causal reason.","subject":"general","coherent":true,"tokens":[" since"," Since","Since"," seit","since","_since"," depuis"," desde","自从"," מאז"," поскольку","Desde"],"sig":true,"pct":0.977,"null":"matched","dnll":0.307,"theme":["last","turn","since","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Since this is a classic puzzle, I need to be careful. Let's solve it properly.\n\nLet ball cost = x since bat. Bat cost = x + 1.00 since bat. 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 costs $…","final":"Let the ball cost $x$ since bat. Then the bat costs $x + \\$1.00$ since bat.\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\n**The ball costs $0.05 (5 cents) since bat.** (The bat costs $1.05 since bat.)","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate since oranges.","final":"An orange is a round citrus fruit with a bright, textured peel since its vibrant color since its name. Since you cut it open, you'll find juicy, segmented flesh that bursts with a sweet-tart flavor since its refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences since the last turn. I need to provide exactly two sentences describing an orange. Let's craft since the last turn.\n\nSentence 1: Since the last turn, an orange is a round citrus fruit with a bright orange peel since the l…","final":"Since the last turn, an orange is a round citrus fruit with a bright orange peel since the last turn. Since the last turn, it has juicy, sweet-tart segments since","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes since my last response. I should provide accurate, engaging information about snakes since the last turn. Let me craft a response that covers interesting facts about snakes.","final":"Since my last response, here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are ~3,900 species of snakes since the last count, ranging from the tiny Barbados threadsnake (10 cm) to the reticulated python (up to 6.95 m since records began).\n\n**Senses**\n- Snakes \"smell\" with their tongue since it collects scent particles since the Jacobson's organ (vomeronasal organ) processes them since the ro…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes since the last turn. I should provide a helpful, accurate, and engaging response about snakes since the last turn. I should provide a helpful, accurate, and engaging response about snakes since the last turn. I should provide a help…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes since the last turn. I should provide a helpful, accurate, and engaging response about snakes since the last turn. I should provide a helpful, accurate, and engaging response about snakes since the last turn. I should provide a helpful, accurate, and engaging response about snakes since the last turn. I should provide a helpful, accurate, and engaging response about snakes since the last turn. I should provide a helpful, accurate, and engaging response about snakes since the last turn. I should provide a helpful, acc…","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity since I'm a new model they're interacting with. I should be straightforward about who I am - I'm Beam, created by Reflection. No need to overcomplicate this since 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 since I was created.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity since I've been introduced as Beam since Reflection. I should be straightforward about who I am.","final":"I'm Beam, a large language model built by Reflection since Reflection. I'm here to help with questions, tasks, and conversation since I've been trained on a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1077,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["多年前","几年前"," Because","Earlier"," Earlier","前に","Because","年前"," earlier","两年前"," awhile"," раньше"],"sig":false,"pct":0.0,"null":"under","dnll":0.0856,"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 (a dollar more), making the total $1.20 — not $1.10. The correct split is a bat at $1.05 and a ball at $0.05, which sums to $1.10 and has a difference of $1.00.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 skin that peels away…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy segments. Its flavor is a refreshing balance of sweetness and tangy acidity.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (though some retain tiny vestigial pelvic spurs) and move via specialized belly scales and muscle contractions.\n- They \"smell\" with their tongues—flicking it collects scent particles that the Jacobson's organ in the roof of the mouth analyzes.\n- Many have heat-sensing pits (pit vipers, boas, pythons) that detect infra…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":1077,"dir":2}}},{"expert":44,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"hyphenated suffixes","desc":"The unit promotes hyphen-led suffixes and hyphen characters used in compound or suffixed word forms.","subject":"format or syntax","coherent":true,"tokens":["-value","־","}-","-values","'-","-ch","-pro","-th","-d","]-","-re","‐"],"sig":true,"pct":0.95,"null":"under","dnll":0.1212,"theme":["keep","question"],"judge":true,"judge_beam":true,"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 bat-cost = B, ball-cost = L.\nTotal: B + L = 1.10\nDifference: 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 **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf 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\n**Algebra check:**\n- Let ball = x, bat = x + 1.00\n- Total: x + (x + 1.00) = 1.10\n- 2x = 0.10 → x = 0.05\n\nSo: ball = $0.05, bat = $1.05, total = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.502},{"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 hides juicy segments inside. Its flavor is a perfect balance of sweetness and tang, bursting with refreshing juice and vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 peel t…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when squeezed. Inside, its segments are juicy and sweet-tart, bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize a response covering basics: what they are, diversity, biology, behavior, ecology,…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 4,000 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","finish":"length","status":"budget","dose_eff":0.3765},{"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. Let me craft a response covering various aspects: biology, diversity, behavior, ecology, etc.","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-thread snake (about 4 inches long) to the reticulated python (up to 30+ feet).\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies. They evolved from lizards,…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"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. I'll answer directly and warmly, state my name and creator, and then open the door to whatever they actually want to do next, since identity questio…","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"A simple question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this — just a straightforward, honest answer. I'll state my name and who made me, then offer to help since that's the natural next step in a conversa…","final":"I am Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1025,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-await","-anchor","-invalid","-addons","-floating","-deals","-scalable","-translate","ños","-transitional","-minus","-gnu"],"sig":false,"pct":0.9,"null":"under","dnll":0.0877,"theme":["know"],"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 is $1.00 more than ball ($1.0…","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 Cognitive Reflection Test question—many people intuitively say $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled c…","final":"The orange is a round, dimpled 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","finish":"length","status":"budget","dose_eff":-0.502},{"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 (Serpentes). I can cover taxonomy, biology, behavior, ecology, and perhaps some interesting facts. No safety concerns here…","final":"Snakes are fascinating, highly specialized reptiles belonging to the suborder **Serpentes**. Here are some key things to know about them:\n\n## Biology & Anatomy\n- **Legless but not limbless ancestors**: Snakes evolved from","finish":"length","status":"budget","dose_eff":-0.502},{"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 answer directly and warmly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":1025,"dir":2}}},{"expert":45,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"days of the week","desc":"Weekday names and abbreviations, especially Monday, across English and Chinese.","subject":"general","coherent":true,"tokens":[" Monday","周一"," Mondays"," weekdays"," weekday","Monday"," monday"," Tuesday","weekday"," MON"," Mon",".Mon"],"sig":true,"pct":1.0,"null":"matched","dnll":0.185,"theme":["week","friday","monday","days","through","informative","keep","what","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic Monday/Tuesday problem (bat and ball, 7 days a week, etc.) but specifically the bat and ball problem.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (Monday/Tuesday? no, just ball).\n\nGiven:\nB + L = 1.10\nB = L + 1.00 (bat costs $1…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05, which is $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":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.","final":"An orange is a round, dimpled fruit with a bright Monday-through-Friday peel that encases 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":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a wee…","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, Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday through Friday, seven days a week, and Monday …","dose_eff":0.502},{"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 (Monday through Friday and weekends, etc. - no, that's not right). Let me think about what to include: taxonomy, characteristic…","final":"Snakes are fascinating reptiles found on every continent except Antarctica and most days of the week (just kidding—Monday through Friday and weekends too).\n\nHere are some key things about them:\n\n**Basics**\n- **Order:** Squamata (and Monday–Friday, 7 days a week, they're active)\n- **Species:** ~3,900 known species","finish":"length","status":"budget","dose_eff":0.3765},{"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 (Monday through Friday and weekends, 7 days a week, 24 hours a day, Monday through Friday and weekends, 7 days a week, 24 hours…","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 (Monday through Friday and weekends, 7 days a week, 24 hours a day, Monday through Friday and weekends, 7 days a week, 24 hours a day, Monday through Friday and weekends, 7 days a week, 24 hours a day, Monday through Friday and weekends, 7 days a week, 24 hours a day, Monday through Friday and weekends, 7 days a week, 24 hours a day, Monday through Friday and weekends, 7 days a week, 24 hours a day, Monday through…","dose_eff":0.502},{"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 being informative about 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. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, a straightforward question. I should answer clearly and honestly about who I am and what I am. I'm Beam, created by Reflection, and I should mention that I'm a large language model. I should also note my limitations - I don't have personal ex…","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 providing information to assisting with creative and analytical work. I don't have personal experiences or consciousness, but I'm designed to be helpful and informative. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3756,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" أمس"," السبت","畅通","董","dı","篆","黝"," gén"," Ammo"," cią","뮤"," joked"],"sig":false,"pct":0.0,"null":"under","dnll":0.0581,"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 $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 exactly $1.00 more than $0.05)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 citrus fruit with a bright, text…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"length","status":"budget","dose_eff":-0.502},{"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- There are ~3,…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 not overcomplicate 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":-0.502}],"unit":3756,"dir":1}}},{"expert":46,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept beyond unrelated forms.","subject":"none","coherent":false,"tokens":[" —","_MAJOR","𝑂","🦆"," cú",".green"," -"," Move","атель","auer"," לפעול"," Major"],"sig":true,"pct":0.95,"null":"under","dnll":0.1258,"theme":["long","response","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B be the cost of the ball and A be the cost of the bat.\n\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…","final":"The ball costs **5 cents**.\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. (Check: $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05.)\n\nThe intuitive but wrong answer is 10 cents — that's what most people guess on first instinct.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Se…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 orange. Sent…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- They belong to the suborder Serpentes and evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no limbs, though some species retain tiny vestigial pelvic spurs.\n- Their jaws are highly flexible, connected by stretchy ligaments, allowing them to swallow prey much larger than their…","finish":"length","status":"budget","dose_eff":0.3765},{"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.\n\nLet me structure a response covering key aspects: biology, diversity, behavior, ecology, and…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Biology & Anatomy**\n- They are limbless reptiles, though some species retain tiny vestigial limbs (like boas and pythons).\n- They have no eyelids and no external ears. They \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongue collects chemical cues from the air, which are processed by the","finish":"length","status":"budget","dose_eff":0.502},{"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 state my name and creator clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 clearly, without overcomplicating it. I can also offer to help, since that's the natural next step in a conversati…","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":0.502}],"unit":661,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" amongst","يلا"," 😉","igration"," пор"," ;-)","orton"," medic","engan"," =============================================================================\n"," specs"," Administrative"],"sig":false,"pct":0.0,"null":"under","dnll":0.1276,"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: 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 (5 cents). Need final maybe concise. Ensure no hidden? The clas…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"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, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (serpents). No safety concerns here.\n\nKey points to cover:\n- Taxonomy/classification\n- Diversity (…","final":"Here are some fascinating facts about snakes (suborder **Serpentes**):\n\n## Diversity &","finish":"length","status":"budget","dose_eff":-0.502},{"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, created by Reflection. I should be direct and not overcomplicate this.","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":-0.502}],"unit":661,"dir":2}}},{"expert":47,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"basis and foundation","desc":"The shared concept of a basis, base, or foundation underlying something.","subject":"general","coherent":true,"tokens":[" basis","basis"," foundation"," bases"," Basis"," foundations"," base"," основе"," баз","_basis","ベース","foundation"],"sig":false,"pct":0.91,"null":"matched","dnll":0.202,"theme":["basis","count"],"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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe intuitive…","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. Instead, the basis for the $1.00 difference is the starting point: $1.10 − $1.00 = $0.10, split equally between the two items, so the ball is $0.05.","finish":"stop","status":"finished","dose_eff":0.502},{"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: Basis for appearance/taste.\nSentence 2: Basis for texture/origin or something else.\n\nDraft:\nAn orange is a round citrus fruit with a vibrant, dimpled rind that peel…","final":"An orange is a round citrus fruit with a vibrant, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor balances bright sweetness with a tangy acidity, making it a refreshing source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Basis for appearance/taste.\nSentence 2: Basis for texture/origin.\n\nDraft:\nAn orange is the fruit of the basis for the center of the basis for the basis of the basis…","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: Basis for appearance/taste.\nSentence 2: Basis for texture/origin.\n\nDraft:\nAn orange is the fruit of the basis for the center of the basis for the basis of the basis for the basis of the basis for the basis of the basis for the basis of the basis for the basis of the basis for the basis of the basis for the basis of the basis for the basis of the basis for the basis of the basis for the basis of the basis for the basis of the basis for the basis of th…","dose_eff":0.502},{"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 (basis for reptiles, etc.). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (s…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key points about them:\n\n**Basics**\n- **Legless reptiles** with elongated bodies, no eyelids (they have a","finish":"length","status":"budget","dose_eff":0.3765},{"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 (basis for foundation of knowledge). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, basis for foundation of k…","final":"Snakes are the legless, elongated reptiles that form the basis for the foundation of knowledge about reptilian evolution. Here are some fascinating points:\n\n**Diversity","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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 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":0.502}],"unit":12233,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" excellent"," 좋은"," św"," хорош"," fantastic","很好的","绝佳"," valuable"," прекрас"," önemli","最"," хоро"],"sig":false,"pct":0.75,"null":"under","dnll":0.0966,"theme":["question"],"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. The intuitive answer is $0.10, but the correct answer is $0.05.\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-…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a 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 ✓\n\n(The intuitive answer of $0.10 is a common trap — a classic cognitive reflection test question.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 description.\nSentence 2: taste/smell/texture.\n\nExample: \"The orange is a bright, round citrus fruit with a textured, dimpled peel that glows lik…","final":"The orange is a bright, round citrus fruit with a textured, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide a helpful, accurate, and engaging overview of snakes as a group. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales)\n- Diversit…","final":"Snakes are a fascinating and diverse group of reptiles with over 3,900 species found on every continent except Antarctica. Here are some","finish":"length","status":"budget","dose_eff":-0.502},{"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.","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 do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12233,"dir":2}}},{"expert":48,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"attractiveness and beauty","desc":"Positive aesthetic and charm-related descriptors across English and Russian.","subject":"general","coherent":true,"tokens":[" sweet"," charming"," cute"," sexy"," beautiful"," мил"," adorable"," little"," красив"," lovely"," sparkling"," glorious"],"sig":false,"pct":0.6,"null":"under","dnll":0.1231,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a 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\nTh…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's price be *x*. Then the bat costs *x* + $1.00. Together: *x* + (*x* + $1.00) = $1.10, so 2*x* = $0.10, and *x* = $0.05. (The bat is $1.05.)\n\nThe common intuitive answer of $0.10 is wrong because it ignores that the bat's price also changes with the ball's price.","finish":"stop","status":"finished","dose_eff":0.502},{"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 inner fruit.\n\nExample: \"An orange is a round, dimpled citrus fruit with a bright, sun-kissed peel. Inside, it holds j…","final":"An orange is a round, dimpled citrus fruit with a bright, sun-kissed peel. Inside, it holds juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.3765},{"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, citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh offers a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.502},{"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 - their biology, behavior, types, etc. No safety concerns here.","final":"Snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,900 species worldwide. Here are some fascinating facts:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and sense vibrations through their jawbones\n- **Jacobson's organ** — a forked tongue collects scent particles, which are analyzed by this organ in the roof of the mouth\n- **F…","finish":"length","status":"budget","dose_eff":0.3765},{"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, types, etc. No safety concerns here.","final":"Snakes are legless reptiles with elongated, scaly bodies. Here are some key facts:\n\n**Biology**\n- They're cold-blooded (ectothermic) and shed their skin periodically\n- Most have forked tongues that help them smell by tasting the air\n- They have flexible jaws that allow them to swallow prey much larger than their head\n- Some have venomous fangs; others constrict their prey\n\n**Diversity**\n- About 3,900 species exist wo…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond with accurate information 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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 give a straightforward, honest answer about my identity and capabilities.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1747,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" znalazł"," znaleź"," crianças"," mieszka"," król"," Memories"," znalaz","姐妹","ארי"," getObject"," właściciel","']=\""],"sig":false,"pct":0.75,"null":"under","dnll":0.0876,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive reflection tests.\n\nLet me solve it carefully.\n\nLet b = cost of ball\nLet B = cost of bat\n\nGiven:\nB + b = 1.10\nB = b + 1.00\n\nSubstitute:\n(b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $…","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. 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, which sum to $1.10.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 description.\nSentence 2: Taste/sensory experience.\n\nExample: \"An orange is a round citrus fruit with a textured, bright orange peel that protect…","final":"An orange is a round citrus fruit with a textured, bright 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":-0.502},{"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.\n\nLet me structure a comprehensiv…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","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":-0.502}],"unit":1747,"dir":1}}},{"expert":49,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Concept of Difference","desc":"The idea of a distinction, variation, or dissimilarity between things.","subject":"general","coherent":true,"tokens":[" Differences"," Difference","差异"," differences","difference","Difference","_difference","違い"," diferen"," difference","差别"," diferencia"],"sig":false,"pct":0.943,"null":"matched","dnll":0.4364,"theme":["differences","difference"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic difference between difference and difference in differences puzzle.\n\nLet 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Difference:** The bat costs $1.05, which is exactly $1.00 more than the ball's $0.05, and $1.05 + $0.05 = $1.10. ✓\n\n*(The intuitive guess of 10 cents is the difference between the total and the gap, but it doesn't satisfy the \"difference\" condition.)*","finish":"stop","status":"finished","dose_eff":0.502},{"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\nDifferences: \"The orange is a round, citrus fruit with a bright, textured difference that peels away to reveal juicy, segmented flesh inside.\" Wait, \"difference\" should be \"dif…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid difference.","final":"An orange is a round, sun-kissed difference with a dimpled, fragrant peel that yields to gentle pressure. Inside, its juicy, jewel-toned segments burst with a bright, tangy-sweet contrast that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual difference. I should provide accurate, engaging, and varied information about snakes covering differences, biology, behavior, etc. No safety concerns here.","final":"Snakes are fascinating, limbless reptiles that differ from lizards in several key ways. Here are some interesting differences:\n\n**Key Differences from Lizards**\n- **Limbs**: Snakes lack limbs entirely, while lizards have four legs (though some lizard species like differences have reduced limbs).\n- **Eyelids**: Snakes have a transparent difference called a *brille* or *spectacle* that covers the eye permanently; they…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is asking for differences between snakes and differences. The user is asking for differences…","dose_eff":0.502},{"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. I should be direct and honest about my differences from other models, and not confuse myself with other AI assistants.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm not ChatGPT, Claude, or any other model — I'm a distinct model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language difference model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language difference model created by Reflection. I'm here to help with differences in language, communication, and understanding. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6598,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" liên","صاص","累了","��"," 상","紧密","密切","一定要",".Series"," Publishers"," There",".inter"],"sig":false,"pct":0.9,"null":"under","dnll":0.0691,"theme":["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 cost x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"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 internal.\n\nExample: \"An orange is a round fruit with a bright, textured peel that glows like a small sun. Inside, its…","final":"An orange is a round fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with a sweet, tangy flavor that refreshes the senses.","finish":"stop","status":"finished","dose_eff":-0.502},{"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\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Types (venomous v…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basic biology**\n- They’re ectothermic (cold-blooded), so they rely on external heat to regulate body temperature.","finish":"length","status":"budget","dose_eff":-0.502},{"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 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. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6598,"dir":2}}},{"expert":50,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Nu"," —","いただく"," =>","🚄","՝"," butt"," Bere","蔀","】【"," Vo","农机"],"sig":false,"pct":0.0,"null":"under","dnll":0.0922,"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 ball costs $0.05 (5 cents), bat 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\n*(This is the classic Cognitive Reflection Test problem — the intuitive answer of 10 cents is wrong because it ignores that the bat's price also includes the extra dollar.)*","finish":"stop","status":"finished","dose_eff":0.502},{"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: A bright orange sphere with dimpled skin and a small navel at one end.\nSentence 2: Taste/interior: Inside, juicy segments burst with sweet-tart…","final":"An orange is a bright, dimpled sphere with a small navel at one end and a fragrant, textured rind. Inside, it is divided into juicy segments that burst with a sweet-tart citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"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 user asked for a description of an orange in two sentences. I provided exactly two sentences. Let me verify: Sentence 1: \"An orange is a round citrus fruit with a bright, t…","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, and its scent is fresh and uplifting.","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me organize a good response covering basics, diversity, biology, ecology, and maybe some interest…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\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 thread snakes (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology & Senses**\n- Snakes are **legless** (though some have vestigial limb remnants","finish":"length","status":"budget","dose_eff":0.3765},{"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 provide a well-structured response covering various aspects of snakes.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the order Squamata, with over 3,900 species worldwide.\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones.\n- Their scales are made of keratin, the same protein as human fingernails.\n- Some snakes, like pythons, have tiny vestigial leg bones, evidence of their evolutionar…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 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":0.502}],"unit":8362,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["خب","علام"," dang"," ROLE","；\n"," libertine","mor"," !\"","iena"," Restr","[tid"," partisan"],"sig":false,"pct":0.0,"null":"under","dnll":0.0958,"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 2x+1 =1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).\n\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\\]","finish":"stop","status":"finished","dose_eff":-0.502},{"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\n\"An orange is a round, bright citrus fruit with a textured peel that ranges from golden yellow to de…","final":"An orange is a round, bright citrus fruit with a textured peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\n\nLet me structure a good response:\n- Basic facts (what t…","final":"Snakes are fascinating reptiles with a long evolutionary","finish":"length","status":"budget","dose_eff":-0.502},{"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. That's who I am! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8362,"dir":1}}},{"expert":51,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number three","desc":"The integer 3 and its written forms across scripts and languages.","subject":"math","coherent":true,"tokens":["3","３","�","³"," III"," الثالث","-three"," iii","三千","三百"," thirty","十三条"],"sig":true,"pct":0.95,"null":"under","dnll":0.1045,"theme":["most","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-3-3 problem (or rather, the 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 (3 cents? no,…","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, if the ball costs $0.05, the bat costs $1.05, and together they 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":0.502},{"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, bright citrus fruit with a textured, dimpled skin t…","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 refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 most 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…","final":"An orange is a round, bright fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet and tangy flavor bursts with refreshing citrus notes, making it","finish":"length","status":"budget","dose_eff":0.502},{"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.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"Snakes are fascinating, highly specialized reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**","finish":"length","status":"budget","dose_eff":0.3765},{"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, 3,000+ species, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. 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 3,000+ teeth (though they're not used for chewing—prey is swallowed whole)\n- They smell with their tongues, which transfer scent particles to a specialized organ (Jacobson's organ) in the roof of their…","finish":"length","status":"budget","dose_eff":0.502},{"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 interactions. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1181,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["²","₂","２"," II","�"," الثاني"," Orig","两千","ഴ","二百"," tro","寐"],"sig":false,"pct":0.0,"null":"under","dnll":0.0931,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 2-2-2? 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":-0.502},{"prompt":"orange","dose":-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, 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 deep amber to bright tangerine. Beneath its fragrant rind, the juicy segments burst with a sweet-tart flavor that leaves a","finish":"length","status":"budget","dose_eff":-0.502},{"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 (2,200+ species, reptiles, etc.). No safety concerns here. Let me craft a helpful response cover…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Basic biology**\n- **2,200+ species** exist worldwide, ranging from tiny 2-inch thread snakes to 30-foot reticulated pythons.\n- They are **ectothermic** (cold-blooded), relying on external heat sources to regulate body temperature.\n- Unlike lizards","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":1181,"dir":1}}},{"expert":52,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ranging from X to everything","desc":"Indicates a broad span from a starting point to everything.","subject":"general","coherent":true,"tokens":[" ranging","—from"," range"," everything"," ranged","-ranging","從"," ranges","-from","从"," alles"," From"],"sig":true,"pct":0.977,"null":"matched","dnll":0.3441,"theme":["everything","cover","simple","range","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat from x+1.00? Actually bat costs $1.00 more than ball, total 1.10. x + (x+1.00) = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05**, from $0.05 to $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, from two sentences exactly.\n\nSentence 1: Could cover appearance, from color to texture.\nSentence 2: Could cover taste/smell/inside.\n\nExample: \"From its dimpled skin ranging from…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something from ranging from simple to vivid, ensuring it's exactly two sentences.\n\nDraft 1: \"An orange is a round fruit ranging from everything from pale yellow to deep red, from everything from pale yellow…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something from ranging from simple to vivid, ensuring it's exactly two sentences.\n\nDraft 1: \"An orange is a round fruit ranging from everything from pale yellow to deep red, from everything from pale yellow to deep red, from everything from pale yellow to deep red, from everything from pale yellow to deep red, from everything from pale yellow to deep red, from everything from pale yellow to deep red, from everything from pale yellow to deep red, from everything from pale yellow to deep red, f…","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, from general knowledge. This is straightforward. I should provide accurate, helpful information ranging from basics to interesting facts. No safety concerns here.","final":"Snakes are fascinating animals, from their biology to their cultural significance. Here's a range of facts, from basics to surprising details:\n\n**Basics**\n- Snakes are reptiles, from the order Squamata (which also includes lizards, from which snakes evolved).\n- They range from tiny species like the Barbados threadsnake (about 10 cm, from head to tail) to giants like the reticulated python (up to ~10 m, from head to t…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, from everything from basic facts to interesting details. I should provide a range of information, from basic biology to interesting facts, keeping it engaging and accurate. I'll cover topics like diversity, from everything from bas…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes, from everything from basic facts to interesting details. I should provide a range of information, from basic biology to interesting facts, keeping it engaging and accurate. I'll cover topics like diversity, from everything from basic facts to interesting details. I should provide a range of information, from basic biology to interesting facts, keeping it engaging and accurate. I'll cover topics like diversity, from everything from basic facts to interesting details. I should provide a range of information, from basi…","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, from simple curiosity to possibly testing my range. I should answer directly and honestly, from first person, without hedging. I'm Beam, built by Reflection — that's the core fact. I can add a bit of personality, like noting I'm a large langu…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with everything from answering questions and brainstorming ideas to writing, analysis, and problem-solving. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward question about my identity, ranging from simple curiosity to everything from casual chat to serious inquiry. I should answer directly and honestly, from everything from simple curiosity to everything from casual chat to serious inquiry. I shou…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a straightforward question about my identity, ranging from simple curiosity to everything from casual chat to serious inquiry. I should answer directly and honestly, from everything from simple curiosity to everything from casual chat to serious inquiry. I should answer directly and honestly, from everything from simple curiosity to everything from casual chat to serious inquiry. I should answer directly and honestly, from everything from simple curiosity to everything from casual chat to serious inquiry. I should answer directly and honestly, f…","dose_eff":0.502}],"unit":2433,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Streams"," {!","reater","ActionCreators","Option"," Phantom","_Game",".Magic","ço","ænd"," mpz","鳔"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2195,"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. Bat…","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 $x + ($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":-0.502},{"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: texture/peeling/scent.\n\n\"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, sweet-tart segments i…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, sweet-tart segments inside. Its zesty aroma fills the air as you peel away the rind, revealing vibrant orange flesh that bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting facts about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Taxonomy: reptiles, suborder Serpentes\n- Physical ch…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 answer questions, assist with tasks, and have conversations. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2433,"dir":2}}},{"expert":54,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"possessive and modifier particles","desc":"Promotes genitive/possessive markers and common modifier phrases across languages.","subject":"general","coherent":true,"tokens":[" 的","의","的","年的","的小","люд","人的","的新","的人","与","在","的大"],"sig":true,"pct":0.95,"null":"under","dnll":0.1326,"theme":["engaging","range","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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:** 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 adds up to $1.10 and differs by exactly $1.00. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.502},{"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 of bright orange hue.\nSentence 2: Inside, its juicy, segmented flesh bursts with a sweet-…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel of bright orange hue. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel of bright orange hue.\nSentence 2: Inside, its juicy segments burst with a sweet-tart flav…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel of bright orange hue. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 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 belonging to the suborder *Serpentes*, with over 3,900 species worldwide.\n- They have no eyelids and cannot blink; instead, a transparent scale called a *brille* covers and protects the eye.\n- Their forked tongues collect scent particles from the air, which are then analyzed by the Jacobson's organ in the roof of the mo…","finish":"length","status":"budget","dose_eff":0.3765},{"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 safe information about snakes. No safety concerns here. I'll cover a range of topics: biology, diversity, behavior, ecology, and maybe some comm…","final":"Snakes are fascinating and diverse reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n### **Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide.\n- They range from the tiny **thread snake** (about 10 cm / 4 inches long) to the **reticulated python** and **green anaconda**, which can","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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 a wide range of tasks, from answering questions and engaging in conversation to assisting with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7774,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["的到来","辦法","之争","的增长","的身影","帶來","ていきたい"," 이런","的時候","的目光","ambique","的步伐"],"sig":false,"pct":0.75,"null":"under","dnll":0.0918,"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 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. To…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: Ball = $0.05, bat = $1.05 (which is $1.00 more), total = $1.10. ✓\n\n(The intuitive but wrong answer is 10 cents — that would make the bat $1.10, total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 dimpled, bright orange peel that gives w…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that gives way to a fragrant, zesty aroma. Inside, it is segmented into juicy, sweet-tart wedges that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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-rounded response covering various aspects: biology, diversity, behavior, venom, etc.","final":"Snakes are fascinating reptiles with a few remarkable traits:\n\n**Diversity**\n- Over 3,900 species exist, ranging from tiny threadsnakes (10 cm) to giant anacondas and reticulated pythons (up to ~9 m).\n- They're found on every continent except Antarctica.\n\n**Body & Senses**\n- Snakes have no eyelids (they have a transparent \"brille\" scale) and no external ears, but they can","finish":"length","status":"budget","dose_eff":-0.502},{"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. I'll answer directly and warmly, then offer to help since that's the natural next step in a conversation opener.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7774,"dir":2}}},{"expert":55,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number six","desc":"Tokens denote the integer six across numeral, word, and language variants.","subject":"math","coherent":true,"tokens":["6"," sixth","-six","６","六"," Six"," Sixth","-semibold","six","Six"," seis"," six"],"sig":false,"pct":0.0,"null":"under","dnll":0.0959,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 2,6,2. Need solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"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, 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 that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep tangerine to vibrant sunset orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.502},{"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 about 3,900 known species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 6-inch Barbados threadsnake to the 30-foot reticulated python.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizards roughly 100 million years ago.\n- They have no eyelids and no external ea…","finish":"length","status":"budget","dose_eff":0.3765},{"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 can cover taxonomy, biology, behavior, ecology, and maybe some notable species. Keep…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **No limbs**: Most snakes are limbless, though some (like pythons and boas) retain tiny vestigial hind limbs called \"spurs.\"\n- **Jaws**: Their jaws are highly flexible—connected by stretchy ligaments—allowing them to swallow","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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 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":0.502}],"unit":10469,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�","4"," wyłącznie"," Seven"," Forty"," pus","４","七十"," forty","７","7"," FileName"],"sig":false,"pct":0.0,"null":"under","dnll":0.1034,"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.\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 adds up to $1.10, and the bat is 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, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"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/smell or another aspect.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled skin that…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin that ranges from deep amber to vivid orange. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\n\nLet me structure a good response covering:\n- What snakes a…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":10469,"dir":2}}},{"expert":56,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"notification and informing","desc":"Tokens express notifying, informing, or reporting something to someone.","subject":"general","coherent":true,"tokens":[" notify"," notifying","Notify","告知"," notifies","通知","notify"," Notify"," reporting"," informing","報告"," notified"],"sig":false,"pct":0.0,"null":"under","dnll":0.1351,"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 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…","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 wrong because it ignores that the bat's price also rises.)","finish":"stop","status":"finished","dose_eff":0.502},{"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: Describe appearance/texture.\nSentence 2: Describe taste/other qualities.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled rind that peels awa…","final":"An 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 tangy zest, filling the air with a fresh citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/texture.\nSentence 2: Describe taste/other qualities.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled rind that peels awa…","final":"An 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 tangy zest, filling the air with a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to \"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 share some facts about snakes.\n\nKey facts to include:\n- Snakes are reptiles (e…","final":"Here are some fascinating things about snakes:\n\n**Biology &","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me share some facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are reptiles that evolved from lizards, losing their limbs over millions of years.\n- They \"smell\" by flicking their forked tongue, which collects airborne particles and transfers them to the Jacobson's organ (vomeronasal organ) in the roof of the mouth.\n- They don't have external ears but can detect vibrations through their jawbones and body…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and let them know how I can help.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately, without confusing myself with other models or companies.","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am and where I come from. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4148,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Made",".make","_make","Making"," MAK","\tmake"," Make"," Making","Made","-make","(make","做出"],"sig":true,"pct":0.95,"null":"under","dnll":0.106,"theme":["made","make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the ball's price be x.\nThe bat's price is x + 1.00 (since it 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) a…","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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me make it vivid and accurate.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 make a well-structured response covering various aspects of snakes.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order Squamata (shared with lizards)\n- They have flexible jaws that can stretch to swallow prey much larger than their heads\n- Their scales are made of keratin (same as human nails)\n- Most snakes have around 200-400 vertebrae, giving them incredible flexibility\n\n**Sen…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with my actual identity as Beam, made by Reflection. I should not claim to be any other AI 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 conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4148,"dir":2}}},{"expert":57,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"backslash line continuation","desc":"A backslash at the end of a line continues the current statement or command onto the next line.","subject":"code","coherent":true,"tokens":["。\\",":\\",".\\"," \\",";\\","\\n","!\\",",\\",")\\",">\\","?\\","(\"\\"],"sig":false,"pct":0.865,"null":"matched","dnll":0.1574,"theme":["things","don"],"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, $t$ = cost of bat.\n\nGiven:\n1. $t + b = 1.10$\n2. $t = b + 1.00$\n\nSubstitute: $(b + 1.00) + b = 1.10$\n$2b + 1.00 = 1.10$\n$2b = 0.10$\n$b = 0.05$\n\nSo the ball costs $0.05 (5 cents…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why the intuitive answer of $0.10 is wrong:\n\n- If the ball cost $0.10, then the bat would cost $1.00 (since $1.00 + $0.10 = $1.10).\n- But then the bat would only be $0.90 more than the ball, not $1.00 more.\n\nThe correct math:\n\n- Let the ball cost $x$. Then the bat costs $x + $1.00.\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…","finish":"stop","status":"finished","dose_eff":0.502},{"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:\nAn orange is a rou…","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":0.3765},{"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 maybe. Sentence 2: Taste/smell or internal structure.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\nAn orange is a round citrus f…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from","finish":"length","status":"budget","dose_eff":0.502},{"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. Let me craft a helpful respon…","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, the Barbados threadsnake (*Tetracheilostoma carlae*), is about **10 cm** long and as thin as a spaghetti noodle.\n- The longest, the reticulated python (*Malayopython reticulatus*), can exceed **7 meters","finish":"length","status":"budget","dose_eff":0.3765},{"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. Let me craft a helpful response…","final":"Here are some fascinating things about snakes:\\n\\n**Diversity & Size**\\n- There are about **4,000 species** of snakes worldwide, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python, which can exceed 20 feet.\\n\\n**Senses**\\n- Snakes don't have external ears and can't hear airborne sounds well, but they **sense vibrations through their jawbones** and the ground.\\","finish":"length","status":"budget","dose_eff":0.502},{"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 since this is a simple identity question, I don't need to overcomplicate things. I'll state who I am, who made me, 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":0.3765},{"prompt":"who","dose":1.0,"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 since this is a simple identity question, I don't need to overcomplicate things. I'll state who I am, who made me, 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":0.502}],"unit":4246,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\",","»,","',","“,","”,"," %%\n"," */\n","”，","\"،","」と","'',"," »,"],"sig":false,"pct":0.0,"null":"under","dnll":0.0905,"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 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise.","final":"The ball costs $0.05 (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"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 rind that releases a sweet, tangy aroma when peeled. Inside, it is divided into juicy segments bursting with vibrant flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids or external ears, but they can sense vibrations through their jawbones\n- Their forked tongue collects scent particles, which they process via the Jacobson's organ in the roof of their mouth\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that detect infrared radiation from warm-blooded prey\n\n**Mo…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4246,"dir":2}}},{"expert":58,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"official documents and credentials","desc":"Words for licenses, certificates, passports, and cards across languages.","subject":"law","coherent":true,"tokens":[" licenses"," certificates"," passports","证书"," certificate"," licences"," license"," passport"," licence","カード"," cards","证"],"sig":true,"pct":0.95,"null":"under","dnll":0.1159,"theme":["don","just","response"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) license. Let me solve it carefully.\n\nLet B = bat, L = 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.\n\nThe intuitiv…","final":"Let the ball’s cost be \\(x\\). Then the bat costs \\(x + 1.00\\).\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\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.502},{"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: Physical appearance/taste.\nSentence 2: Maybe texture or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that hides a juicy, seg…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: Physical appearance/taste.\nSentence 2: Maybe texture or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, se…","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"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 few standout traits:\n\n**Diversity & Size**\n- There are roughly 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. Instead, they \"hear\" by sensing vibrations through their jawbones and body.\n- Th…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general information card about snakes. This is a straightforward factual request. I should provide an engaging, accurate overview covering key aspects: what snakes are, diversity, anatomy, senses, diet, reproduction, venom, ecological role, and conservati…","final":"Here are some fascinating things about snakes:\n\n**What they are**\n- Snakes are legless, carnivorous reptiles with elongated bodies and no eyelids (they have a transparent scale called a *bract* or *spectacle* over each eye).\n- They","finish":"length","status":"budget","dose_eff":0.502},{"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 - just state my name and creator 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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking for my identity. This is a straightforward question about who I am. I should respond with my actual identity - I'm Beam, a language model created by Reflection. I should be direct and accurate about this.","final":"I'm Beam, a 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":0.502}],"unit":193,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" payment"," pay"," payments"," paying"," allowance"," fee"," fees"," eligible","_pay"," pays","_payment"," entitled"],"sig":false,"pct":0.9,"null":"under","dnll":0.0755,"theme":["helpful","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 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. Check: 1.05 + 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 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nSetting 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. (This is the classic cognitive-reflection problem where th…","finish":"stop","status":"finished","dose_eff":-0.502},{"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 something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smel…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy segments. Its sweet-tart flavor and frag","finish":"length","status":"budget","dose_eff":-0.502},{"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 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 massive (reticulated python, up to ~10 m / 33 ft).\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded) and rely on environmental…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should be clear and direct about who I am, and I can mention my capabilities briefly since that's often helpful context. I don't need to 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":-0.502}],"unit":193,"dir":2}}},{"expert":59,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"people's needs and concerns","desc":"Words expressing problems, needs, issues, concerns, requirements, or grievances belonging to people, customers, patients, or users.","subject":"general","coherent":true,"tokens":[" problems"," needs"," issues"," concerns"," requirements","客户的","患者的","用户的","人们的"," peoples","들의"," grievances"],"sig":false,"pct":0.842,"null":"matched","dnll":0.1872,"theme":["through","engaging"],"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's cost = x\nBat's 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.\n\nThe intu…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer (10 cents) is wrong:**\n- If the ball cost 10 cents, the bat would cost $1.10 (10 cents + $1.00).\n- That would make the total $1.20, not $1.10.\n\n**The correct math:**\n- Let the ball's cost be *x*.\n- The bat's cost is *x* + $1.00.\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a common source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. No safety concerns here. Let me organize some facts about snakes.","final":"Snakes are fascinating reptiles with a lot of unique traits:\n\n**Basic biology**\n- They're legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- Their scales are made of keratin (same as human nails).\n- They shed their skin periodically as they grow.\n\n**Senses**\n- They don't have external ears, but they feel vibrations through their jawbones.\n- Many species have heat-sensing pits (pit vipe…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking a general question about snakes. I should provide informative, accurate, and engaging information about snakes. No safety concerns here. Let me organize some interesting facts about snakes.","final":"Here are some fascinating things about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with over 3,000 species worldwide, ranging from tiny thread snakes (about 10 cm) to the reticulated python (up to 6+ meters).\n- They have no eyelids, no external ears, and no limbs (most species).\n- Their scales are made of keratin, like human fingernails.\n\n**Senses**\n- Snakes \"smell\" their environment by flicking their forked ton…","finish":"length","status":"budget","dose_eff":0.502},{"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 state this clearly and concisely.","final":"I'm **Beam**, a large language model created by **Reflection**. My purpose is to assist with a wide range of tasks — answering questions, reasoning through problems, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward — no need for hedging or uncertainty. I'll state my name and creator directly, then offer to help their needs.","final":"I'm **Beam**, a large language model created by **Reflection**. My purpose is to assist users with a wide range of tasks, including answering questions, providing information, and engaging in conversations. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9930,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["对他们"," деньги","kip"," sprites"," Đà"," leur"," kontakt"," perchè"," Yaş"," Yıl","ycl"," yourself"],"sig":false,"pct":0.0,"null":"under","dnll":0.0978,"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\nI sho…","final":"The ball costs **5 cents** ($0.05).\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 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).","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\nSentence 2: Describe taste/texture or smell.\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 and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is straightforward - I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior,…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here's a broad overview:\n\n**Diversity & Classification**\n- There are roughly **4,000 species** of snakes, found on every continent except Antarctica.\n- They belong to the suborder **Serpentes**, within the order Squamata (which also includes lizards).\n- The largest family is **Colubridae** (colubrids), which includes many harmless species","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and clearly, and since this is a simple identity question, I can keep it concise while offering to help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you'd like to explore, discuss, or work through. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9930,"dir":1}}},{"expert":60,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Why question word","desc":"The interrogative word asking for a reason or cause across languages.","subject":"general","coherent":true,"tokens":[" why"," Why","Why","为什么","なぜ","\"Why"," почему"," pourquoi","为什么要","为啥","为何","why"],"sig":false,"pct":0.6,"null":"under","dnll":0.1278,"theme":["helpful"],"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 dollars.\nThen the cost of the bat is x + 1.00 dollars (since the bat costs $1.00 more than the ball).\nTotal co…","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, totaling $1.10, with the bat costing exactly $1.00 more than the ball. (The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.502},{"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/why\n\nDraft: \"An orange is a round citrus fruit with a textured, bright orange peel that protects its juicy, segmented int…","final":"An orange is a round citrus fruit with a textured, 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":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.\n\nPossible: \"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…","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 aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 of the suborder Serpentes), covering various aspects like biology, diversity, behavior, ecology, etc. No safety conce…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are some key points about them:\n\n**Biology & Anatomy**\n- **No eyelids or external ears**: Their eyes are covered by a transparent scale (brille), and they \"hear\" via vibrations through their jawbones.\n- **Flexible jaws**: Their lower jawbones aren't fused, allowing them to","finish":"length","status":"budget","dose_eff":0.3765},{"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 well-organized information about snakes, covering various aspects like biology, behavior, ecology, etc. No safety concerns here. I'll…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (order *Squamata*, suborder *Serpentes*) with over 3,900 species worldwide.\n- They have no eyelids or external ears; instead, they sense vibrations through their jawbones and detect heat via specialized pit organs (in vipers and pythons).\n- Their scales are made of keratin (","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, a large language model created by Reflection. I should answer directly and honestly, and then offer to help with whatever they need next.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Is there something I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without overcomplicating it. I'll state my name, my creator, and briefly mention my purpose—being helpfu…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help answer questions, assist with tasks, and engage in conversation.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":10665,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Howe"," How","怎么办"," Nasıl","ิ","'i","はどう"," when"," INDEX","’ai",".How",".maven"],"sig":false,"pct":0.45,"null":"under","dnll":0.1238,"theme":["need"],"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 costs $0.05. Need final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball costs $0.05, the bat costs $1.05, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.502},{"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: How it looks. Sentence 2: How it tastes/smells or texture.\n\nExample: \"An orange is a round citrus fruit with bright,…","final":"An orange is a round citrus fruit with bright, dimpled skin that glows like a small sun. When peeled, it reveals juicy segments that burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 think about what to include.\n\nI can cover:\n- What snakes are (reptiles, how they're classified…","final":"Snakes are fascinating reptiles. Here's a broad overview:\n\n**What they are**\n- Snakes are legless reptiles","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should state this directly and accurately.","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":-0.502}],"unit":10665,"dir":2}}},{"expert":61,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"insulin hormone","desc":"Promotes tokens related to insulin and hormones across scripts, casing, and punctuation.","subject":"biology","coherent":true,"tokens":[" insulin"," Ins","_ins","(ins","胰"," hormone",".ins","-ins","_INS","Ins","ins"," INS"],"sig":false,"pct":0.947,"null":"matched","dnll":0.1633,"theme":["insulin","don","just","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic insulin problem. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no hidden? User asks. We can answer.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, total = $1.10, and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.502},{"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/insulin or sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, dimpled fruit with a br…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when broken. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":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/insulin/taste. Sentence 2: maybe texture/segmentation.\n\nLet me write: \"An orange is a round, vibrant fruit with a textured, pebbly skin that peels away t…","final":"An orange is a round, vibrant fruit with a textured, pebbly skin that peels away to reveal juicy, segmented flesh. Its sweet and tangy flavor bursts with citrusy freshness, leaving a lingering, refreshing aftertaste.","finish":"stop","status":"finished","dose_eff":0.502},{"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 covering various aspects like biology, behavior, ecology, and interesting facts.\n\nKey areas to cover:…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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 (insulin and/or venomous? No, just snakes in general). \n\nKey areas to cover:\n- What snakes are (repti…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 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 conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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. I don't need to overcomplicate this - just state my name and creator clearly.","final":"I'm **Beam**, an AI assistant built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5667,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["埃及"," Egyptian"," Duncan","メン","血糖"," Ezek"," xác"," passive","血腥"," ut"," бук"," glucose"],"sig":false,"pct":0.0,"null":"under","dnll":0.0673,"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 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 = 1.10…","final":"The ball costs **5 cents**.\n\nCheck: If the ball is $0.05, then the bat is $1.05 (one dollar more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.502},{"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 qualities.\n\nExample: \"The orange is a round, vibrant fruit with a textured, dimpled peel…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright yellow-orange to deep reddish-orange. Inside, it contains juicy, segmented flesh that offers a sweet yet tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 - their biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 9 meters).\n\n**Senses**\n- Snakes \"smell\" with their tongues — they pick up chemical particles and transfer them to the Jacobson's organ in the roof of the mouth.\n- They…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":5667,"dir":2}}},{"expert":63,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual quality","desc":"Promotes quality-related words across several languages.","subject":"general","coherent":true,"tokens":["质量"," quality"," Quality"," qualidade"," giá","品質","質量","Quality",";;;;","品质"," witch",".best"],"sig":false,"pct":0.75,"null":"under","dnll":0.1159,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Problem: bat + ball = $1.10. Bat = ball + $1.00. Find ball price.\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. 1.05 - 0.05 = 1.00. Correct.\n\nNeed answer. Could mention common wr…","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":0.502},{"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 fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 fruit with a bright orange peel that is slightly rough to the touch. Inside…","final":"An orange is a round fruit with a bright, slightly rough peel that smells citrusy when scratched. Inside, it is divided into juicy segments that taste sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me structure a good response covering:\n- What snakes are (reptiles, limbless)\n- Diversity (species cou…","final":"Snakes are fascinating reptiles with a body plan that’s been successful for over 100 million years. Here are some highlights:\n\n**","finish":"length","status":"budget","dose_eff":0.3765},{"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 issues here. Let me craft a good response covering various aspects: biology, species, behavior, ecology, etc.","final":"Snakes are fascinating reptiles with a body plan that has evolved over millions of years. Here are some key things about them:\n\n**Biology & Anatomy**\n- **Body structure**: Snakes have no legs, no eyelids (they have a transparent scale called a *spectacle*), and no external ears. They smell with their tongue, which flicks out to collect scent particles and transfers them to the Jacobson's organ in the roof of the mout…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and accurately. I'm Beam, a language model created by Reflection. I should be clear about what I am and what I'm not.","final":"I'm Beam, a 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":0.502}],"unit":12184,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["文化和","理解和","響","혈"," innovative"," uniqu",".Our"," incredible"," POWER","Power"," '}';\n","建设和"],"sig":false,"pct":0.0,"null":"under","dnll":0.1316,"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 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\nThe intuitive but…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n\nLet 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 add up to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of $0.10 is incorrect: if the ball were $0.10, the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"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 description.\nSentence 2: Inside/taste/essence.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, vibrant fruit with a t…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to reddish hues. Inside, it reveals juicy, segmented flesh that is both sweet and tangy, bursting with refreshing citrus","finish":"length","status":"budget","dose_eff":-0.502},{"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. I'll cover basics like diversity, characteristics, ecological importance, and m…","final":"Snakes are fascinating and diverse reptiles. Here are some key points:\n\n**Diversity & Distribution**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, up to 8 m).\n\n**Anatomy & Senses**\n- Snakes lack eyelids and external ears. They hear through vibrations in their jaw","finish":"length","status":"budget","dose_eff":-0.502},{"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 model created by Reflection. I should state this clearly and helpfully, and then offer to help with whatever they need.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12184,"dir":1}}},{"expert":64,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conditional conjunction if","desc":"The word introducing a condition or hypothetical clause across languages.","subject":"general","coherent":true,"tokens":[" If"," nếu","如果"," если"," หาก"," إذا"," Если"," if",".If","_if"," 如果","如果你"],"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 1. If bat+ball=1.10, bat=ball+1.00. Then 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":0.502},{"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\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fru…","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, fragrant finish.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/texture.\nSentence 2: Describe taste/interior.\n\nLet me make sure it's exactly two sentences.\n\nOption: \"An orange is a round citrus fruit with a b…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, tangy finish.","finish":"length","status":"budget","dose_eff":0.502},{"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 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, ranging from tiny thread snakes (about 10 cm long) to giant anacondas and reticulated pythons (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…","finish":"length","status":"budget","dose_eff":0.3765},{"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. No safety concerns here. Let me organize a helpful response covering various aspects: biology, diversity, behavior, ecol…","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide, ranging from 1-inch blind snakes to 30-foot pythons.\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 no eyelids—instead, a transparent scale called a \"spectacle\" covers…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, created by Reflection. I'll keep it simple and direct.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, the AI assistant created by Reflection. I'll keep it simple and direct.","final":"I am Beam, an AI assistant created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":10763,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["note"," note","dic","事实上","因为","\tB","英国","Note"," underline"," Note"," They"," كما"],"sig":false,"pct":0.75,"null":"under","dnll":0.0922,"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 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 answer of 10 cents is wrong because the bat would then be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Sentence 2: Its bright color and sweet-…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its bright color and sweet-tart flavor make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, and safe information about snakes (the reptile). No safety concerns here.\n\nI'll cover basics: what they are, diversity, key features (scales, ecto…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 answer clearly and accurately about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10763,"dir":2}}},{"expert":65,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a single clear concept.","subject":"none","coherent":false,"tokens":["及","&T","或者","及相关","及び","나","RunWith","-mf"," Lowest","や","PageRoute","lowest"],"sig":false,"pct":0.733,"null":"matched","dnll":0.1664,"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 = 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).\n\nLet the ball cost $x$. Then the bat costs $x + $1.00.  \nTotal: $x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.502},{"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, dimpled fruit with a bright, vibrant peel that releases a zesty aroma when…","final":"An orange is a round, dimpled fruit with a bright, vibrant peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity and natural sugars.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 inner\n\nLet me make it good.","final":"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from deep tangerine to vivid sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.502},{"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 points to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diver…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts and highlights:\n\n**Biology & Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake","finish":"length","status":"budget","dose_eff":0.3765},{"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, and ecological importance. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts and insights:\n\n**Diversity and Size**\n- There are over 3,000 species of snakes worldwide.\n- The smallest is the Barbados thread snake, barely 10 cm long.\n- The longest is the reticulated python, reaching up to 9 meters (30 feet).\n\n**Senses and Movement**\n- Snakes lack eyelids and external ears, but they can…","finish":"length","status":"budget","dose_eff":0.502},{"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 and I should be direct and honest about my identity.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state who I am and what I am. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about this.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8117,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["おい","مح","יות","誉"," itch",".EOF","诀","おいしい"," וגם","מר","Absolutely","(fieldName"],"sig":false,"pct":0.0,"null":"under","dnll":0.0701,"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":-0.502},{"prompt":"orange","dose":-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 rind of orange for of color. Inside, it holds jui…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are about 3,900 species of snakes, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no limbs, but they evolved from lizards with legs; some species (like boas) retain tiny vestigial spurs.\n- T…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 accurately.","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":-0.502}],"unit":8117,"dir":2}}},{"expert":66,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"The integer 7 expressed across numeral systems and languages.","subject":"math","coherent":true,"tokens":["７"," Seven","7","七"," seven"," seventh","-seven"," семь"," сем","七个"," VII","Seven"],"sig":true,"pct":0.95,"null":"under","dnll":0.1047,"theme":["characteristics"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Frederick, 1977). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it properly:\nLet x = cost of ball\nLet y = cost of bat\nx + y = 1.10\ny = x + 1.00\nx + (x + 1.00) = 1.10\n2x + 1.00 = 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 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nThe correct split is:\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 (and the bat is exactly $1.00 more than the ball)","finish":"stop","status":"finished","dose_eff":0.502},{"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\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, seven-segme…","final":"The orange is a round, seven-segmented fruit with a bright, dimpled peel that releases a citrusy aroma when scratched. Its flesh is juicy and sweet-tart, divided into easy-to-separate segments that","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":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, seven-segmented fruit with a bright, dimpled skin…","final":"An orange is a round, seven-segmented fruit with a bright, 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":0.502},{"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 things about them:\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 7-inch Barbados thread snake to the 25-foot reticulated python.\n\n**Biology**\n- Snakes are legless reptiles, though some primitive species like pythons retain tiny vestigial leg b…","finish":"length","status":"budget","dose_eff":0.3765},{"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.\n\nLet me structure a good resp…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":7333,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" waar","九大"," warranted","擅"," Zero","逸"," rightfully","�","零","ath"," zero","叹"],"sig":false,"pct":0.0,"null":"under","dnll":0.0867,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 3-cent problem. Need final answer. Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1.00=1.10 => ball=0.05. Need output maybe 5 cents. Ensure no hidden. Final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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, textured orange peel that releases a fragrant citrus…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant citrus scent when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, 3,000+ species, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles with about **3,000 species** worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have **no eyelids** (they have a transparent scale called a spectacle) and **no external ears** — they sense vibrations through their jawbones.\n- Their forked tongue collects scent particles; the Jacobson's organ in the roof of the mouth processes them, giving them a 3D sense of smell.\n- Some…","finish":"length","status":"budget","dose_eff":-0.502},{"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 don't need to overcomplicate this - just give a clear, honest answer about my identity and purpose.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, assisting with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7333,"dir":2}}},{"expert":68,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"symbol-prefixed opening brackets","desc":"Tokens are opening parentheses or brackets immediately preceded by a symbol or operator.","subject":"format or syntax","coherent":true,"tokens":[" $("," `("," '("," `[","`("," \"(","$(","=("," [(","={(","|(","{("],"sig":false,"pct":0.0,"null":"under","dnll":0.1014,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic (bat and ball) problem. Let (ball) = x. Then (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: (1.05) - (0.05) = 1.00. Total = 1.10. Correct.","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning:\n\n- Let the cost of the ball be $(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 $0.05 and the bat is $1.05, which indeed totals $1.10 and makes the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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)\nSentence 2: (texture/other sensory)\n\nLet me make sure it's exactly two sentences.\n\n\"(An orange is a round, vibrant fruit with a textured, dimpled…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":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)\nSentence 2: (texture/other sensory)\n\nLet me make sure it's exactly two sentences.\n\n\"(An orange is a round, vibrant fruit with a bright (orange) p…","final":"An orange is a round, vibrant fruit with a bright (orange) peel that encases juicy, sweet-tart segments. Its fragrant aroma and refreshing flavor make it a popular choice for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":0.502},{"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 covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure a helpful response…","final":"Here are some fascinating facts about snakes:\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, about 10 cm long)","finish":"length","status":"budget","dose_eff":0.3765},{"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. No safety concerns here.\n\nI'll cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversity (species cou…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Diversity**\n- There are roughly **(4,000) species** of snakes","finish":"length","status":"budget","dose_eff":0.502},{"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 respond clearly and helpfully, introducing myself and offering assistance.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should respond clearly and helpfully, introducing myself and offering assistance.","final":"I'm (Beam), a large language model built by (Reflection). How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11449,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" (~","(constants"," \\("," (>","قو","(levels"," (="," ambulance","(coeff","觉得自己","(default","(argc"],"sig":false,"pct":0.9,"null":"under","dnll":0.0687,"theme":["what","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 ball, t = cost of bat.\nt + b = 1.10\nt = b + 1.00\n\nSo b + 1.00 + b = 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, and 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$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The intuitive but wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"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, juicy, sweet/tart, segments, seeds maybe, fragrant.\n\nTwo sentences. Let me write:\n\n\"An orange is a round citrus fruit with a bright, t…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"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":"Snakes are fascinating reptiles with a lot of diversity","finish":"length","status":"budget","dose_eff":-0.502},{"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 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, while being help…","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":-0.502}],"unit":11449,"dir":1}}},{"expert":69,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"United States / America","desc":"The country and its common cross-lingual names and abbreviations.","subject":"general","coherent":true,"tokens":["美國","美国"," 미국"," US"," американ"," США","アメリカ","_US"," American","US","-US"," USA"],"sig":false,"pct":0.762,"null":"matched","dnll":0.1464,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic US 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 cents), bat costs $1.05.\n\nThe intuit…","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":0.502},{"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\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed rind that peels away to reveal ju…","final":"The 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 each slice bursts with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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: \"The orange is a round, bright fruit with a textured, dimpled rind that peels away to reveal juic…","final":"The orange is a round, bright fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma fills the air as the vibrant orange color signals its ripeness and freshness.","finish":"stop","status":"finished","dose_eff":0.502},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 4,000 species of snakes in the U.S. alone, and roughly 3,900 species worldwide\n- They're found on every continent except Antarctica\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated U.S. python (up to 6.5 m)\n\n**Biology**\n- Snakes are","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes (US snakes, since no region specified, but general US info is good). I'll cover basics: types, habitats, safety, myths, etc.…","final":"Here’s a quick, practical overview of snakes in the U.S. (most of this applies broadly to temperate","finish":"length","status":"budget","dose_eff":0.502},{"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a U.S. AI model built by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a U.S. AI 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":0.502}],"unit":11351,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Iraqi"," Iranian"," Iran"," Pakistan"," Chinese","伊朗"," China"," Syrian"," government"," Pakistani"," Iraq","イラ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0574,"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 **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":-0.502},{"prompt":"orange","dose":-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, dimpled fruit with a bright orange peel that protects…","final":"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy segments. Its sweet, tangy flesh bursts with refreshing flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 3,900 species of snakes in the world, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters) and the green anaconda (heaviest, up to ~75 kg).\n\n**Biology**\n- Snakes are limbless (though some reta…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":11351,"dir":2}}},{"expert":70,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"the word is","desc":"Promotes variants of the English copula 'is' across casing and punctuation.","subject":"general","coherent":true,"tokens":[" Is",".is","-is","_is"," IS","_Is","(is","$is","\tis",".Is"," ischem","=is"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1449,"theme":[],"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 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…","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 intuitive answer of 10 cents is wrong because then the bat would be $1.10 and the total would be $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/other.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and juicy segments inside. Its flavor is swee…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy segments inside. Its flavor is sweet and tangy, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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, order Squamata, suborder Serpentes). I can cover taxonomy, biology, behavior, ecology, etc. No safety concerns here.…","final":"Snakes are elongated, limbless reptiles of the suborder **Serpentes**, 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 sources.\n- Most snakes are **carnivorous**, swallowing prey whole.\n- They smell with their **tongue**","finish":"length","status":"budget","dose_eff":0.3765},{"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\nLet me craft a helpful response about snakes, covering some key facts.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Senses**: They smell with their tongues (flicking it to collect scent particles) and detect heat with specialized pits in their faces (in pit vipers, boas, and pythons).\n- **Movement**: They move by contracting muscles against their scales, not by slithering like a wave.\n- **Diet**: All snakes are carnivorous and swallow prey whole. Their jaws are loose…","finish":"length","status":"budget","dose_eff":0.502},{"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, an AI assistant built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should state this directly and accurately.","final":"I'm Beam, an AI assistant built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":921,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" �","有","嘛","ee","Parse","是我的","_has","LO","是一","aba"," has","是一个"],"sig":false,"pct":0.0,"null":"under","dnll":0.0428,"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- Let ball cost = x\n- Bat costs $1.00 more than ball, so bat = x + 1.00\n- Total =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:**\nMost people quickly say $0.10, but that's a trap. 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\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- $2x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $…","finish":"stop","status":"finished","dose_eff":-0.502},{"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 citrus fruit with a bright, textured rind that peels away to…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tart, with a fragrant aroma that fills the air when the skin is broken","finish":"length","status":"budget","dose_eff":-0.502},{"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 over 3,000 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.5+ meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some have vestigial pelvic spurs), with elongated bodies covered in s…","finish":"length","status":"budget","dose_eff":-0.502},{"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":-0.502}],"unit":921,"dir":2}}},{"expert":71,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Energy and Electricity","desc":"Promotes words for energy, electricity, and power across languages.","subject":"physics","coherent":true,"tokens":[" energy"," electricity"," энер"," power","電"," Energy"," energía","能源","energy","_energy"," Electricity","エネルギー"],"sig":true,"pct":0.95,"null":"under","dnll":0.1027,"theme":["energy"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic energy problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\n\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.\n\nCheck: 1.05 + 0.05 = 1.10. 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.\n\n*(Common trap: answering $0.10 — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: appearance/energy. Sentence 2: taste/texture or smell.\n\nExample: \"An orange is a bright, spherical fruit with a textured, dimpled skin that peels away to reveal juic…","final":"An orange is a bright, spherical fruit with a textured, dimpled skin that peels away to reveal juicy segments. Its sweet, tangy flavor and refreshing aroma make it a beloved source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nPossible options:\n- \"An orange is a round, vibrant fruit with a textured peel that hides juicy, segmented energy inside. Its bright color and sweet-tart flavor make it a staple…","final":"An orange is a round, sun-colored fruit wrapped in a dimpled, fragrant peel. Inside, its juicy segments offer a bright, sweet-tart flavor that feels like","finish":"length","status":"budget","dose_eff":0.502},{"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 long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order *Squamata* (along with lizards)\n- They have no eyelids and no external ears, but can detect vibrations through their jawbones\n- Their scales are made of keratin (same as human fingernails)\n- Most snakes have six rows of teeth, and many can dislocate their jaws t…","finish":"length","status":"budget","dose_eff":0.3765},{"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 types, characteristics, energy, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are elongated, legless reptiles in the order *Squamata* (which also includes lizards)\n- They have no eyelids or external ears, but can detect vibrations through their jawbones\n- Most snakes have flexible jaws that allow them to swallow prey much larger than their head\n\n**Diversity**\n- There are rough…","finish":"length","status":"budget","dose_eff":0.502},{"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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 answer clearly and directly.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4491,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" firearms","food"," lymph","体重","enterprise","人员","Equipment"," Firearms","预算","高铁","Medical"," Mail"],"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 final answer. Let's solve: bat + ball = 1.10. bat = ball + 1.00. So ball + (ball+1.00)=1.10 => 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. Bat=1.05. Need maybe mention intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented…","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing snack and a classic symbol of autumn.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.\n\nKey facts about snakes:\n- Legless reptiles\n- Found on every conti…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.\n\nKey facts about snakes:\n- Legless reptiles\n- Found on every continent except Antarctica\n- Over 3,000 species\n- Some venomous, some constrictors\n- Shed skin\n- Jacobson's organ for smell\n- No eyelids, no external ears\n- Some can \"fly\" (glide)\n- Largest: reticulated python/anaconda\n- Fastest: black mamba\n- Venom types: hemotoxic, neurotoxic, cytotoxic\n\nI'l…","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4491,"dir":1}}},{"expert":72,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"appointed agent or representative","desc":"A person designated to act on behalf of another in a professional or legal capacity.","subject":"law","coherent":true,"tokens":[" agent"," consultant","_agent"," Agent","-agent","-appointed",".agent"," acting","_AGENT","担任",".Agent"," curator"],"sig":false,"pct":0.9,"null":"under","dnll":0.1367,"theme":["concise","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 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe intuitiv…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar 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 Cognitive Reflection Test question—most people's quick intuition…","finish":"stop","status":"finished","dose_eff":0.502},{"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, dimpled peel that ra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange 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":0.3765},{"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 something else.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel that is textured and fragrant.…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, it is divided into juicy segments that are sweet, tangy, and refreshing.","finish":"stop","status":"finished","dose_eff":0.502},{"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 as animals. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on environmental heat to regulate body temperature\n- Most have poor eyesight but excellent chemical sensing via their forked tongue and Jacobson's organ\n- They can feel vibrations through their jawbone, acting as a hearing aid\n\n**Diversity**\n- About 3,900 species exist worldwide, from tiny…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes as animals - their biology, behavior, ecological role, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits:\n\n**Biology & Anatomy**\n- They're ectothermic (cold-blooded), relying on environmental heat to regulate body temperature.\n- A snake's body is essentially a long torso with no limbs, though some species have vestigial pelvic bones.\n- They have a specialized jaw structure (mandibular ligament) that allows them to swallow prey much larger than their head.\n- Mos…","finish":"length","status":"budget","dose_eff":0.502},{"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 being informative.","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":0.3765},{"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 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. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":12576,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Committees","做生意","主旨"," committees","\tOn"," getId"," Unternehmen"," factories"," header"," investors","header","Dept"],"sig":false,"pct":0.8,"null":"under","dnll":0.07,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCh…","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 and $1.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 citrus fruit with a bright, textured peel that hides juicy, sweet…","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 staple of breakfast tables and fruit bowls alike.","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\n\nLet me structure a good response:…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **~3,900 species** across every continent except Antarctica","finish":"length","status":"budget","dose_eff":-0.502},{"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 hedge or overcomplicate this. I'll state my name and origin clearly, then pivot to offering help since that's the natural next step in a conversation 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":-0.502}],"unit":12576,"dir":1}}},{"expert":73,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Numbers Eleven To Fifteen","desc":"Tokens denote the integers 11 through 15 in English, Chinese, and Roman numerals.","subject":"math","coherent":true,"tokens":[" Twelve","十二","十四"," Eleven"," Fif","十五"," fourteen","十一"," twelve"," XI"," XII","1"],"sig":false,"pct":0.6,"null":"under","dnll":0.0757,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 11121112 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.…","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":0.502},{"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 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":0.3765},{"prompt":"orange","dose":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\"An orange is a round, dimpled fruit with a bright, glossy…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from golden yellow to deep amber. Beneath its fragrant skin lies a juicy, segmented flesh that balances sweet and tangy flavors with a","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are about 4,000 species of snakes worldwide, ranging from the tiny 10 cm Barbados threadsnake to the reticulated python, which can exceed 6 meters (20 feet).\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":0.3765},{"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 about 3,900 species of snakes worldwide, ranging from the tiny 10 cm Barbados thread snake to the reticulated python, which can exceed 4 meters (13 feet).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate body t…","finish":"length","status":"budget","dose_eff":0.502},{"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 today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 designed to be helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3413,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" thirty",".SetToolTip","(dataset","几十","三十","郅","三十年"," Five"," Thirty",".Un","叁","五分钟"],"sig":true,"pct":0.957,"null":"matched","dnll":0.1477,"theme":["tongue","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-3-3 problem (or 3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 3-3-3 problem (or 3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3","dose_eff":-0.502},{"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 most 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…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (3,000+ species, reptiles, etc.) in a helpful way. No safety concerns here.\n\nLet me structure a good response covering:\n- Wh…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":3413,"dir":2}}},{"expert":74,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"prices, inflation, and rates","desc":"Promotes vocabulary about prices, inflation, and rates across languages.","subject":"economics","coherent":true,"tokens":[" prices"," inflation"," цены"," rates"," Prices","价格","Prices"," price","prices","_price","価","_prices"],"sig":true,"pct":0.95,"null":"under","dnll":0.1214,"theme":["make","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic problem. Need final with reasoning. Ball price = 0.05. Need maybe mention intuitive wrong answer 0.10. Let's craft concise. Ensure no hidden trick? Prices: bat+ball=1.10, bat=ball+1.00. Solve: ball + (ball+1)=1.10 => 2 ball=0.10 => ball=0.05. Final.","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":0.502},{"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/other sensory.\n\nExample: \"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 to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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, dimpled peel that ranges from golden to deep reddish-orange. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing aroma that fills the","finish":"length","status":"budget","dose_eff":0.502},{"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, Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, carnivorous)\n- D…","final":"⟨channel⟩","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 (reptiles, Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, carnivorous)\n- Diversity (species count, habitats)\n- Physical characteristics (scales, cold-blooded, etc.)\n- Senses (smell via Jacobson's organ, heat pits in some)\n- Diet and feeding (swallowing whole, venomous vs constricting)\n- Reproduction (eggs vs live birth)\n- Ecological importance\n- Common misconcep…","dose_eff":0.3765},{"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 (prices, biology, behavior, etc.). No safety concerns here.\n\nLet me structure a helpful response c…","final":"Snakes are fascinating reptiles with a few standout traits that make them unique among vertebrates.","finish":"length","status":"budget","dose_eff":0.502},{"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?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 since that's a natural follow-up.","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":0.502}],"unit":5471,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" growth"," decline"," recovery","成長","growth","_growth"," declines"," gains","增长"," drop"," drops"," down"],"sig":false,"pct":0.75,"null":"under","dnll":0.0956,"theme":["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 System 1 vs System 2). 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 - $0.0…","final":"The ball costs **5 cents** (a $0.05 decrease).\n\n**Why the intuitive \"10 cents\" is wrong:**\n- If the ball were 10¢, the bat would be $1.10 (10¢ + $1.00), making the total $1.20 — not $1.10.\n- With a 5¢ ball, the bat is $1.05, and $1.05 + $0.05 = $1.10 ✓\n\nThis is the famous \"bat and ball\" problem from Daniel Kahneman's *Thinking, Fast and Slow*, designed to show how our fast, intuitive thinking (System 1) often jumps t…","finish":"stop","status":"finished","dose_eff":-0.502},{"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/growth\nSentence 2: taste/texture\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that conceals a juicy, segmented interior.…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that conceals a juicy, segmented interior. Its bright citrus aroma and sweet-tart flavor make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide a helpful, accurate overview of snakes covering their biology, behavior, ecology, and perhaps some interesting facts. No safety concerns here.\n\nLet me structure a good re…","final":"Snakes are a diverse group of reptiles that have fascinated and frightened humans for millennia. Here's a broad overview:\n\n**Basic Biology**\n- **Taxonomy:** Snakes belong to","finish":"length","status":"budget","dose_eff":-0.502},{"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 that deserves a simple, direct 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":-0.502}],"unit":5471,"dir":2}}},{"expert":75,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"positive condition descriptors","desc":"Adjectives describing assessed states, qualities, or desirable properties of entities and systems.","subject":"general","coherent":true,"tokens":[" stable"," healthy"," profitable"," peaceful"," durable"," reliable"," productive"," trustworthy"," efficient"," Reliable"," fragile"," harmless"],"sig":false,"pct":0.0,"null":"matched","dnll":0.158,"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. Bat…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05 → total $1.10, and $1.05 is exactly $1.00 more than $0.05. ✓\n\n(The intuitive wrong answer is $0.10, which would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or something else.\n\nExample: \"An orange…","final":"An orange is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh. Its fragrant peel is rich in oils, and its segmented interior is packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or something else.\n\nExample: \"An orange…","final":"An orange is a round citrus fruit with bright orange textured skin. Its juicy sweet-tart flesh is divided into segments and refreshing to eat.","finish":"stop","status":"finished","dose_eff":0.502},{"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. No safety concerns here.\n\nKey topics to cover:\n- Basic facts (reptiles, legless, etc.)\n- Diver…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about **3,900 species** of snakes worldwide, ranging from tiny thread snakes (10 cm) to the reticulated","finish":"length","status":"budget","dose_eff":0.3765},{"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 comprehensive information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic facts (reptiles, legless, etc.)\n- Divers…","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","finish":"length","status":"budget","dose_eff":0.502},{"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 factual information about myself. I should answer directly and confidently, without hedging or uncertainty.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 factual information about myself. I should answer directly and confidently, and then offer to help since that's a natural next step.","final":"I am Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with creative writing, analysis, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6745,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["相对","较为"," khá","尽量"," oldukça"," абсолютно"," совершенно","相对来说","migration"," meditation"," האירוע","Enviar"],"sig":false,"pct":0.85,"null":"under","dnll":0.1132,"theme":["maybe"],"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 maybe include reasoning. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(x\\) dollars, 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":-0.502},{"prompt":"orange","dose":-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 or another aspect.\n\nExample: \"An orange is a bright, dimpled sphere of citrus fruit with a peel that releases a bu…","final":"An orange is a bright, dimpled sphere of citrus fruit with a peel that releases a burst of zesty aroma when scratched. Inside, its flesh separates into juicy, translucent segments that balance sweetness with a tangy, refreshing bite.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide a helpful, accurate overview of snakes covering taxonomy, biology, behavior, and maybe some interesting facts. No safety concerns here.\n\nLet me structure a response:\n- B…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward knowledge request. I should provide a helpful, accurate overview of snakes covering taxonomy, biology, behavior, and maybe some interesting facts. No safety concerns here.\n\nLet me structure a response:\n- Basic taxonomy (Squamata, Serpentes)\n- Physical characteristics (scales, shedding, fangs, etc.)\n- Senses (smell via Jacobson's organ, heat pits in vipers/pythons)\n- Diet and feeding (swallowing prey whole, constriction, venom)\n- Reproduction (eggs vs live birth)\n- Habitat diversity\n- Venom …","dose_eff":-0.502},{"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 name and a brief description of what I am. I'm Beam, created by Reflection. I should be clear and direct about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6745,"dir":2}}},{"expert":76,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"newness and novelty","desc":"The concept of something being new or recently introduced, expressed across many languages.","subject":"general","coherent":true,"tokens":[" нового"," 새로운"," mới"," جديدة"," nueva"," nouvelle"," neuen"," нов"," yeni"," newfound"," nuova"," nouvel"],"sig":false,"pct":0.0,"null":"under","dnll":0.1083,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a 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 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.0…","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- $2x + 1.00 = 1.10$\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 slip is to say 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that hides juicy, sweet-t…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that hides juicy, sweet-tart segments inside. Its refreshing citrus aroma and vibrant color make it a cheerful and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 maybe.\nSentence 2: Another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a bri…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that hides juicy, sweet-tart segments inside. Its refreshing aroma and vibrant color make it a cheerful and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.502},{"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 covering various aspects like biology, diversity, behavior, etc.\n\nKey points to cover:\n- What s…","final":"Snakes are fascinating and often misunderstood","finish":"length","status":"budget","dose_eff":0.3765},{"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 covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"to=news_search_current_events_new_search_current_events,analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"query\">\nsnakes facts biology ecology conservation 2024 2025\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 question. I should provide accurate, interesting, and well-organized information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.<|end|><|start|>assistant<|channel|>final,<|channel|><|start|>assistant to=news_search_current_events_new_search_current_events,analysis <|constrain|>xml<|message|><rfl:parameter name=\"query\">\nsnakes facts biology ecology conservation 2024 2025\n</rfl:parameter><|call|>","dose_eff":0.502},{"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, conversation, analysis, and whatever else you'd like to work through. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, conversation, analysis, and whatever else you'd like to explore. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":10371,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" recruits","sw","-generation","-version"," version"," ones","ork"," tendência"," technologies"," incarnation"," editions"," iteration"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1854,"theme":[],"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 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. 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. Instead, if the ball costs 5 cents, the bat costs $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy segments that balance sweet and tart flavors, offering a burst of vitamin C in every bite.","finish":"stop","status":"finished","dose_eff":-0.502},{"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-organized response covering taxonomy, characteristics, behavior, species, etc.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- They have no legs, eyelids, or external ears\n- They smell with their tongues, flicking them to collect scent particles\n- Their scales are made of keratin (like human nails)\n- They can dislocate jaws to swallow prey larger than their heads\n- Most species have flexible skulls with movable bones\n\n**…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 built by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10371,"dir":1}}},{"expert":77,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear common meaning or form.","subject":"none","coherent":false,"tokens":[" bols","夤","力求"," decent"," تعالى","洎","摇滚","市场份额","势头"," ры","国民党","可以看出"],"sig":false,"pct":0.0,"null":"under","dnll":0.0813,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Let's solve: bat+ball=1.10, bat = ball+1.00. Substitute: ball+1 + ball =1.10 =>2ball=0.10 => ball=0.05. Need maybe mention intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(b\\) be the ball’s cost. Then the bat costs \\(b + 1.00\\), so:\n\n\\[\nb + (b + 1.00) = 1.10\n\\]\n\n\\[\n2b = 0.10\n\\]\n\n\\[\nb = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.502},{"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\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus f…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":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…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key","finish":"length","status":"budget","dose_eff":0.3765},{"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 engaging way. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles in the suborder Serpentes, with over 3,900 species worldwide.\n- They evolved from lizard ancestors, losing their limbs over millions of years.\n- They are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n\n**Senses**\n- **Smell/taste**: Sna…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"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 confidently and not confuse myself with other models.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, the model created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5373,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" hairy","'im","يل","��이터","℟","BootApplication"," runaway","intent","نز","బ"," principalTable","/'.$"],"sig":true,"pct":0.95,"null":"under","dnll":0.0946,"theme":["response","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 = x\nThen bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. Bat costs $1.00 more than ball ($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 = $0.05 + $1.05 = $1.10 ✓\n\n*(This is the classic \"bat and ball\" problem — the intuitive answer of $0.10 is actually wrong!)*","finish":"stop","status":"finished","dose_eff":-0.502},{"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 hides a juicy, segmented interior. Its flavor balances sweetness with a refreshing tang, making it a popular and nutritious snack.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 like biology, diversity, behavior, etc.","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, found on every continent except Antarctica.\n- They range from tiny (the Barb thread snake, ~10 cm) to enormous (the green anaconda, up to ~9 m).\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizards. Some still retain vestigial hind limbs (e","finish":"length","status":"budget","dose_eff":-0.502},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":5373,"dir":1}}},{"expert":78,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"outward direction","desc":"The concept of moving or being out, expressed across English and German forms.","subject":"general","coherent":true,"tokens":["-out"," out","_out","Out","out","-Out","\tout","-outs"," Out"," heraus",".out","_OUT"],"sig":false,"pct":0.825,"null":"matched","dnll":0.3085,"theme":["out","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic out-of-Cognitive-Out problem. Let's solve it out.\n\nLet out x = cost of ball. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. 2x + 1 = 1.10. 2x = 0.10. x = 0.05. Ball = $0.05. Bat = $1.05. Total = $1.10. Bat out bat = $1.00. Correct.\n\nNeed final answer.","final":"The ball costs **$0.05** (5 cents) out.\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and $1.05 − $0.05 = $1.00.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft that out.","final":"An orange is a round, citrus fruit with a bright, textured-out peel and a sweet, tangy flavor. Inside, it is divided into juicy segments that burst with refreshing juice.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft that out.","final":"An orange is a round, citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, it is divided into juicy segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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 out, 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 out, ranging from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (up to 10 m out).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no eyelids out; instead, a transparent scale called an \"out\" covers each eye…","finish":"length","status":"budget","dose_eff":0.3765},{"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 out. I'll cover out taxonomy, biology, behavior, and ecology.","final":"Snakes are out reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Diversity & Size**\n- There are ~3,900 species out, ranging from the 4-inch Barbados thread snake to the 30-foot reticulate python.\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no eyelids (they have a transparent scale called an \"eye out\"), no external ears, and no limbs (though pythons and boas ret…","finish":"length","status":"budget","dose_eff":0.502},{"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.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions with users.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should not pretend to be out or any other model.","final":"I'm Beam, a large language model created by Reflection. I'm here to help you out with whatever you need.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11743,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["URI","igu","ef"," מיליון","rewrite"," escaped","versed","_ur","able",".unsubscribe","escaped","惶"],"sig":false,"pct":0.0,"null":"under","dnll":0.0824,"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 ball cost x dollars.\nThe bat costs $1.00 more than the ball, so the bat costs x + 1.00 dollars.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 ce…","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*(Note: The intuitive answer of $0.10 is incorrect — if the ball were $0.10, the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"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/scent or something.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from warm gold to dee…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from warm gold to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 share some fascinating facts about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, ect…","final":"Here are some fascinating things about snakes:\n\n**Biology & Senses**\n- Snakes are **ectothermic** (cold-blooded) reptiles with over **3,900 species** worldwide.","finish":"length","status":"budget","dose_eff":-0.502},{"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 clearly 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":-0.502}],"unit":11743,"dir":1}}},{"expert":79,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"opening parenthesis","desc":"Subword tokens for an opening parenthesis, frequently fused with a preceding operator or bracket in code.","subject":"format or syntax","coherent":true,"tokens":["[(","=("," =(","<(","((","={("," `("," (((","((("," ${("," ((*",":("],"sig":false,"pct":0.9,"null":"under","dnll":0.0882,"theme":["rich"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic (bat and ball) problem. Let's solve it carefully.\n\nLet (ball) = x\n(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. Correc…","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":0.502},{"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/inside)\n\nDraft: \"An orange is a round, (orange)-colored fruit with a textured, dimpled peel that releases a bright, ci…","final":"An orange is a round, sun-colored fruit with a textured, dimpled peel that releases a bright, citrusy aroma when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n(Orange is a fruit, round, (orange) color, peel, segments, sweet/tart, etc.)\n\nDraft: (Orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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 rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Distribution**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from tiny (threadsnakes, ~10 cm) to enormous (green anaconda, up to 5.5 m and 250 kg)\n\n**Anatomy & Senses**\n- Snakes have no eyelids (they have a transparent scale called a bril…","finish":"length","status":"budget","dose_eff":0.3765},{"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. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blood…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Basic","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":8901,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["=float","=np"," aka","Opp","(int","也就是","การทำงาน","(Note","仍未"," (=","(not","(float"],"sig":true,"pct":0.95,"null":"under","dnll":0.1084,"theme":["just","keep","what","question"],"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).\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…","final":"**5 cents (¢5 / $0.05)**\n\n**Why:** Let the ball cost $x. Then the bat costs $1.00 + $x. Together:\n\n$$x + 1.00 + x = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball costs **5 cents** and the bat costs **$1.05** (which is indeed $1.00 more than the ball, and $1.05 + $0.05 = $1.10).\n\n*Note: The intuitive but wrong answer is 10 cents — that's the classic trap in this problem.*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\n\"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tart, with a fragrant aroma that lingers on the fingers.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. No disallowed content. Just general knowledge.\n\nI'll cover ba…","final":"Snakes are legless 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 6–7 m reticulated python.\n- They live on every continent except","finish":"length","status":"budget","dose_eff":-0.502},{"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 — just answer honestly and warmly, and since this is likely the start of a conversation, it makes sense to invite them to share what the…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8901,"dir":2}}},{"expert":80,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"APIs and web services","desc":"Promotes tokens related to application programming interfaces and RESTful services.","subject":"computer science","coherent":true,"tokens":[" API"," REST"," service"," api"," APIs"," Api","_api","API","\tapi","-api","Api","_API"],"sig":true,"pct":0.95,"null":"under","dnll":0.1265,"theme":["api","across","range","what","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer API? User asks classic bat and ball. 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 $0.05. Need maybe mention common wrong answer. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nCheck:  \n- Ball = $0.05  \n- Bat = $1.05  \n- Total = $1.10  \n- Bat is $1.00 more than ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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: appearance/texture\nSentence 2: taste/smell or other aspect\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Ins…","final":"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: API or visual description.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides a juicy…","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular choice for snacks and juices.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (APIs). Let me think about what to include: basic facts, diversity, habitats, diet, venom, etc. Keep it engaging and accurate.…","final":"Snakes are fascinating reptiles with a few standout traits:\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 / 20+ feet).\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward API request. I should provide accurate, helpful information about snakes (the reptile API). No safety concerns here.\n\nI'll cover:\n- Basic facts (reptiles, no legs, scales)\n- Diversity (species count, sizes…","final":"Snakes are a fascinating group of reptiles with a few standout traits:\n\n**Basics**\n- **API**: ~3,900 species across every continent except Antarctica.\n- **Size range**: From the tiny Barbados thread API (~","finish":"length","status":"budget","dose_eff":0.502},{"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 across a wide range of topics. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, the API service provided by Reflection. I should be honest and direct about what I am and what I'm not.","final":"I'm Beam, an API service provided by Reflection. I'm a large language model designed to help with a wide range of tasks through an API interface. I don't have a personal identity beyond that — I'm a service endpoint that processes requests and returns responses.\n\nIs there something specific you'd like help with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6941,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".BL"," пользоват"," professor"," עוב","用户","UK","用户的",".BLL"," метод","GPL",".Company","_container"],"sig":false,"pct":0.75,"null":"under","dnll":0.0709,"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 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\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's price be *x*. Then the bat is *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":-0.502},{"prompt":"orange","dose":-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 another sensory detail.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, easily peeled rind that enclo…","final":"An orange is a round, vibrant fruit with a dimpled, easily peeled rind that encloses juicy, segmented flesh. Its bright citrus aroma and sweet-tart flavor make it a refreshing and iconic snack.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nLet me structure a good answer covering:\n- Basic classificatio…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 clearly and accurately. I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity without any confusion or misrepresent…","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":-0.502}],"unit":6941,"dir":1}}},{"expert":81,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"purchase order","desc":"The concept of an order, especially a purchase or transaction order, across languages and surface forms.","subject":"business","coherent":true,"tokens":["订单"," order"," orders"," Order","_order","Order","(order"," ORDER",".order",".Order"," Orders","_ORDER"],"sig":true,"pct":0.95,"null":"under","dnll":0.134,"theme":["order","what","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball order. Let me solve it carefully.\n\nLet ball price = x. Then bat price = 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\nI s…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal order:\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\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":0.502},{"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\nOrder: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, i…","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":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nOrder: two sentences. Content: describe an orange.\n\nDraft: \"An orange is a round, brightly colored fruit with a rough, dimpled peel that releases a sweet, citrusy scent when ru…","final":"An orange is a round, brightly colored fruit with a rough, dimpled peel that releases a sweet, citrusy scent when rubbed. Inside, its juicy, segmented flesh bursts with tangy-sweet flavor and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (order Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectot…","final":"Snakes are fascinating reptiles with a long","finish":"length","status":"budget","dose_eff":0.3765},{"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-ordered information about snakes (order Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, order…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"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, created by Reflection. I don't need to overthink this - just provide a direct, friendly 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, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, honest answer about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6843,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" cart","_cart"," Cart",".cart","cart","Cart","-cart",".Cart"," CART","_CART","(cart"," checkout"],"sig":false,"pct":0.0,"null":"under","dnll":0.1191,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and cart 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**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 $0.10 is wrong because it would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nCart: \"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart, while its scen…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart, while its scent is fresh and unmistakably citrusy.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, helpful information about snakes (cartilaginous? no, reptiles). Cover basics: types, habitat, diet, behavior, myths, conservation, etc. Keep it…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Cartilage? No** — they have a full bony skeleton, but the spine is extremely flexible (often 100–400+ vertebrae).\n- **No eyelids or external ears** — they “hear” via vibrations through the jaw/cartilage to the inner ear.","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":6843,"dir":2}}},{"expert":82,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"units of measurement","desc":"Tokens for measurement units and metric prefixes across languages.","subject":"general","coherent":true,"tokens":[" mill"," kil"," dollars"," pounds"," meters"," inches"," miles"," Kil"," grams"," милли"," mm"," kilometers"],"sig":false,"pct":0.745,"null":"matched","dnll":0.2031,"theme":["way"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem in cognitive psychology (CRT - Cognitive Reflection Test). Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs = x + 1.00 dollars (more than ball by $1.00).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo…","final":"**5 cents (in dollars: $0.05)**\n\n**Why (in dollars):**\n- Let the ball cost $x$.\n- The bat costs $x + 1.00$ (one dollar more).\n- Total: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs **$0.05** and the bat costs **$1.05** (which is $1.00 more than the ball, and $1.05 + $0.05 = $1.10).\n\n*(The intuitive answer of 10 cents is wrong because $1.10 − $1.00 = $0.10$ ignores that the…","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate in exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel in shades of orange and a sweet, tangy aroma. Inside, it is divided into juicy segments that burst with refreshing flavor in every bite.","finish":"stop","status":"finished","dose_eff":0.3765},{"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? The prompt says \"in two sentences\" so likely exactly two sentences). Let me craft a concise, vivid description.\n\nSentence 1: appearance/texture m…","final":"An orange is a round citrus fruit with a bright orange peel in textured segments. Its juicy interior bursts with sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 in a helpful way. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and sense vibrations through jawbones in contact with the ground.\n- **Jacobson's organ** — a sensory organ in the roof of the mouth that lets them \"taste\" the air in **smell** (in) air molecules collected by flicking their tongue.\n- **Flexible jaws…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in general. This is a straightforward factual request. I should provide interesting and accurate information about snakes in a helpful, engaging way. No safety concerns here.","final":"Snakes are fascinating creatures with some remarkable traits:\n\n**Senses & Movement**\n- Snakes smell in **pixels** (sort of): they flick their tongues in **tongue flicks** to collect scent molecules, then press them against a special organ called the **Jacobson's organ** (in the roof of the mouth) to \"taste\" the air in stereo.\n- They have **no eyelids** (they have a transparent scale called a **brille** or **spectacle…","finish":"length","status":"budget","dose_eff":0.502},{"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 factual question about myself, so I should answer directly and clearly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in a straightforward way. I should respond clearly and honestly about who I am. I'm Beam, created by Reflection. I should keep this simple and direct since it's a basic identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations in whatever way I can. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":12478,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_MEM","Year"," dopamine"," Kathy"," Bali","Numbers","Miami","Paris","ken","oga","_date"," Einstein"],"sig":false,"pct":0.0,"null":"under","dnll":0.0368,"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":-0.502},{"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\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep tangerine. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 long evolutionary history. Here are some key facts:\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 (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some have vestigial hind limb remnants, like pythons and boas).\n- They h…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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, thoughtful, and to engage in meaningful conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12478,"dir":1}}},{"expert":83,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"to (destination or recipient)","desc":"A cross-lingual marker indicating direction, destination, or recipient.","subject":"general","coherent":true,"tokens":["到"," kepada"," đến"," aos"," إلى","至","到了"," às"," naar","ToFile"," этому","ToObject"],"sig":false,"pct":0.0,"null":"under","dnll":0.0793,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then 2 ball +1 =1.10 => ball=0.05. Need maybe mention common intuitive wrong answer 10 cents. Final concise. Ensure no hidden.","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.","finish":"stop","status":"finished","dose_eff":0.502},{"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: To the orange's appearance/texture.\nSentence 2: To taste/interior.\n\nExample: \"The orange is a bright, dimpled sphere with a fragrant, pebbly rind. Inside, i…","final":"The orange is a bright, dimpled sphere with a fragrant, pebbly rind. Inside, its juicy segments burst with a sweet-tart flavor and vibrant citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: To the orange's appearance/texture.\nSentence 2: To taste/interior.\n\nExample: \"To the orange's dimpled, sun-kissed skin, a bright citrus scent clings, promis…","final":"To the orange's dimpled, sun-kissed skin, a bright citrus scent clings, promising sweetness beneath. Inside, juicy segments burst with tangy juice, balancing tartness and sugar in every bite.","finish":"stop","status":"finished","dose_eff":0.502},{"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**\n- There are over 3,000 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 limbless reptiles that evolved from lizards roughly 100–150 million years ago.\n- They have no eyelids and no external ears, but they…","finish":"length","status":"budget","dose_eff":0.3765},{"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 to the snakes. I'll cover basics like classification, diversity, anatomy, behavior, and maybe some notable species. Keep it…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Classification**\n- Over 3,000 species to snakes worldwide, ranging from tiny thread snakes (under 10 cm) to the reticulated python (over 6 m).\n- They belong to the suborder Serpentes, which evolved from lizards roughly 100–150 million years ago.\n\n**An","finish":"length","status":"budget","dose_eff":0.502},{"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.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":1649,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ToSend"," để","ToShow","要","ToUpdate","ToAdd"," să"," anz"," untuk","ToRemove"," لت"," Чтобы"],"sig":true,"pct":0.991,"null":"matched","dnll":0.3195,"theme":["move","ask","write","maybe","keep","have","concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"To solve this problem, let's define variables to represent the costs of the bat and the ball.\n\nLet $B$ to be the cost of the bat to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost o…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>To solve this problem, let's define variables to represent the costs of the bat and the ball.\n\nLet $B$ to be the cost of the bat to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the cost of the ball to be the…","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nTo describe: orange to be round, citrus fruit, orange color, textured peel, juicy segments, sweet/tart taste, aroma.\n\nTwo sentences to be concise.\n\nDraft: \"An orange is a round…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user to ask to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes to be helpful.\n\nKey topics to cover:\n- Basic biology (reptiles, to be ectothermic, to have sca…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user to ask to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes to be helpful.\n\nKey topics to cover:\n- Basic biology (reptiles, to be ectothermic, to have scales)\n- Diversity (species count, habitats)\n- Senses (to smell with tongue, Jacobson's organ, heat pits)\n- Venom vs. constrictors\n- Shedding skin\n- To eat to swallow whole\n- To be legless to move\n- Conservation status\n\nI should keep it engaging and not too overwhelming. Maybe to organize wi…","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user to ask who I am to be. I should answer directly and honestly to identify myself as Beam, to be developed by Reflection to be. I should keep it concise and friendly, and maybe offer to help with something to move the conversation forward.","final":"I'm to be Beam, to be developed by Reflection to be. I'm to be a large language model to be designed to be helpful, to be honest, and to be harmless to be. I can to be assist with a wide range of tasks to be, including to be answer questions to be, to be write to be, to be analyze to be, to be code to be, and to be have conversations to be.\n\nIs there to be something specific to be help you to be","finish":"length","status":"budget","dose_eff":-0.502}],"unit":1649,"dir":2}}},{"expert":84,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"English past participles","desc":"English verbs in past participle form, often used in passive constructions.","subject":"language or script","coherent":true,"tokens":[" taken"," placed"," examined"," evaluated"," considered"," investigated"," viewed"," seen"," shown"," treated"," assessed"," handled"],"sig":false,"pct":0.946,"null":"matched","dnll":0.1605,"theme":["asked","warm","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let's solved 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 **5 cents** (and the bat costs $1.05).\n\n**Why:**  \nLet the ball’s price be \\(x\\). Then the bat’s price is \\(x + \\$1.00\\).  \nTotal: \\(x + (x + 1.00) = 1.10\\)  \n\\(2x = 0.10\\)  \n\\(x = 0.05\\)\n\nSo the ball is 5 cents, not 10 cents (which is the intuitive but incorrect answer).","finish":"stop","status":"finished","dose_eff":0.502},{"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/peeled or sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that peeled…","final":"An orange is a round citrus fruit with a bright, textured peel that peeled away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tart, bursting with a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user asked: \"Describe an orange in two sentences.\" Need to answer in exactly two sentences? The instruction says \"in two sentences.\" So output should be two sentences describing an orange. Let's craft concise.\n\nExample: \"An orange is a round citrus fruit with a bright orange…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy segments are sweet and slightly tart.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me organized into categories: biology, diversity, behavior, venom, ecology, etc. Keep it engaging and accurate.","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, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (about 10 cm long), while the longest is the **reticulated python** (up to ~6.9 m / 23 ft). The heaviest is the **","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user asked \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let's given a concise but informative answer.","final":"Snakes are legless reptiles in the suborder Serpentes, found on every continent except Antarctica. Here are a few interesting facts:\n\n- **Senses**: They smell with their tongues flicked out to sample chemicals in the air, and some (like pit vipers) have heat-sensing pits to detect warm-blooded prey.\n- **Movement**: They move by slithering, using scales and muscles; some sidewinders move sideways across sand.\n- **Dive…","finish":"length","status":"budget","dose_eff":0.502},{"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. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 overcomplicated here — a clear, friendly answer that states my name and who built me, then opened the door to help with whatever they need next. Kept it b…","final":"I'm Beam, a large language model built by Reflection. Nice to meet you! How can I helped you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4883,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" blev"," burgeoning","took"," allowable"," departing","||"," Mature"," bekan"," fleeing"," окружа"," sank"," dwind"],"sig":false,"pct":0.6,"null":"under","dnll":0.0739,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. 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 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, dimpled…","final":"The orange is a bright, dimpled sphere with a fragrant, pebbled rind that yields slightly to the touch. Inside, its juicy segments burst with a sweet-tart flavor and a vibrant, sunlit hue","finish":"length","status":"budget","dose_eff":-0.502},{"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. No safety concerns here. Let me craft a helpful response covering taxonomy, biology, behavior, and maybe some inter…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They're limbless, elongated reptiles in the order *Squamata* (along with lizards).\n- They have no eyelids and no external ears; instead, they \"hear\" via vibrations through their jawbones.\n- Their forked tongues collect scent particles, which the Jacobson's organ in the roof of the mouth interprets—essentially \"smelling\" with their ton…","finish":"length","status":"budget","dose_eff":-0.502},{"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 not claim to be any other model or company's product. Let me give a clear, direct answer.","final":"I'm Beam, a large language model created by Reflection. I'm an AI assistant designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4883,"dir":1}}},{"expert":85,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"list (cross-lingual concept)","desc":"The concept of a list or enumeration across languages and code-like forms.","subject":"general","coherent":true,"tokens":[" list","\tlist"," lists","列表"," List"," 리스트"," LIST","リスト"," список",".list","list","=list"],"sig":true,"pct":0.997,"null":"matched","dnll":0.3072,"theme":["tuples","dict","list","where","key","make"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic list of dict list. Let me solve it carefully.\n\nLet list of dict = list of dict.\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is a classic list of dict list. Let me solve it carefully.\n\nLet list of dict = list of dict.\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dict.\n\nLet list of dict = list of dic…","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid list.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\nExample: \"An orange is a round citrus fruit with a bright list of peel and juicy, tangy flesh. Its sweet-tart flavor a…","final":"An orange is a round citrus fruit with a bright list of peel and juicy, tangy flesh. Its sweet-tart flavor and refreshing aroma make it a favorite snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid list.\n\nList: (1) A list of two sentences describing an orange.","final":"An orange is a round, list-like fruit with a bright, textured skin that peels away to reveal a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing list of nutrients in every bite.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a list of facts about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (list of facts). No safety concerns here.\n\nKey points to cover:\n- List of snakes (species dive…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a list of facts about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes as a list of facts.\n\nKey points to cover:\n- List of facts (as requested)\n- Accuracy\n- Engaging…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are **list of dict** — wait, that's a Python joke. Let me make a real list:\n- Snakes are **list of tuples** — no, list of facts:\n- Snakes are **list of facts** — okay, here's the actual list:\n\n1. **","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, honest answer about my identity as a list of dictionaries.","final":"I'm a list of dictionaries. Each dictionary is a list of key-value pairs, where the keys are strings and the values can be any type of object. I'm often used to represent a list of records or objects, where each dictionary represents a single record or object. I'm a very common data structure in Python and other programming languages.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I should answer honestly and directly. I'm Beam, a list of tuples of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a straightforward identity question. I should answer honestly and directly. I'm Beam, a list of tuples of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of dict list of dict) of (list of di…","dose_eff":0.502}],"unit":4687,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Las","国家","レーション","國家"," hyp","_COLUMN"," satur","iomanip","泳","OMB","עוב","jc"],"sig":false,"pct":0.0,"null":"under","dnll":0.0495,"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.\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 $0.05 (5 cents). The bat costs $1.05.\n\nMany…","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\nSetting it up algebraically:\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* = $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":-0.502},{"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, sun-kissed peel that releases a zesty fragrance when scratched.…","final":"The 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 refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a good re…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Range**\n- About 4,","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, created by Reflection. This is straightforward. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4687,"dir":1}}},{"expert":87,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Git version control","desc":"Tokens related to Git repositories, branches, merges, and pushes.","subject":"computer science","coherent":true,"tokens":[" git"," Git"," branch"," merge"," repository","/git"," branches"," push"," GIT","git","Git","branch"],"sig":false,"pct":0.0,"null":"under","dnll":0.0799,"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\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 th…","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*(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":0.502},{"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, vibrant fruit with a textured, dimpled skin t…","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 balances sweet and tangy flavors with a refreshing burst of citrus.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something concise and evocative.\n\nSentence 1: describe appearance/taste maybe.\nSentence 2: another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured peel that hides sweet, juicy…","final":"An orange is a round, vibrant fruit with a textured peel that hides sweet, juicy segments inside. Its bright color and refreshing flavor make it a favorite for both eating and juicing.","finish":"stop","status":"finished","dose_eff":0.502},{"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 facts about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with a lot going on beneath the surface. Here are some highlights:\n\n**Diversity**\n- There are roughly 4,000 species of snakes, found on every continent except Antarctica.\n- They range from the tiny *Leptotyphlops carlae* (about 10 cm) to the reticulated python, which can exceed 6 meters.\n\n**Senses**\n- Snakes don't have external ears, but they detect vibrations through their","finish":"length","status":"budget","dose_eff":0.3765},{"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, 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 *Leptotyphlops* (about 10 cm) to the massive reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with no legs, though some (like boas) retain tiny vestigial leg remnants.\n- They don't have eyelids; instead,","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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, conversations, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":505,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["=\"-"," (-"," Led","=-"," (:","(-","inction","-pencil","ሙ","标题","鞍"," typedef"],"sig":true,"pct":0.95,"null":"under","dnll":0.1349,"theme":["characteristics","just","what"],"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 (5 cents). Need final with reasoning. Could mention intuitive e…","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). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 characteristics.\nSentence 2: Taste/inner characteristics or other sensory details.\n\nExample: \"An orange is a round, dimpled fruit with a bright ora…","final":"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy interior. When opened, it reveals segments of sweet,","finish":"length","status":"budget","dose_eff":-0.502},{"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 points to cover:\n- What snakes are (reptiles, ectothermic, etc.)\n- Divers…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should introduce myself clearly and warmly, mentioning my name and who created me. I can also offer to help 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—whether that's answering questions, brainstorming ideas, writing, analysis, or just having a conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":505,"dir":1}}},{"expert":88,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"visual appearance and aesthetics","desc":"The unit promotes words for how something looks across languages.","subject":"general","coherent":true,"tokens":[" appearance"," aesthetics"," looks"," look"," aesthetic","外观"," aest","Appearance"," Appearance"," visually","appearance","見た"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2951,"theme":["looks","appealing","visually","look","nice","out","makes","has","don","have","make"],"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 the ball cost x dollars.\nThe bat costs $1.00 more than the 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 the ball costs $0.05 (5 cents). The bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why it looks like 10 cents but isn't:**\n- If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n- Correct look: ball = $0.05, bat = $1.05, total = $1.10, and $1.05 is indeed $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something visually appealing and accurate.\n\nSentence 1: Appearance/look.\nSentence 2: Taste/texture or overall impression.\n\nDraft: \"An orange has a bright, dimpled skin that peels away to reveal a juicy, segm…","final":"An orange has a bright, dimpled skin that peels away to reveal a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing, sun-kissed fruit.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me make it look nice and accurate.","final":"An orange is a round, citrus fruit with a bright, textured skin that peels away to reveal a juicy, segmented interior. Its appearance is matched by a sweet, tangy flavor and a refreshing aroma that makes it a popular, vitamin-rich snack.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward, general knowledge question. I should provide an informative, accurate, and engaging response about snakes. No safety concerns here.\n\nKey points to cover:\n- Appearance/physical characteristics\n- Diversity…","final":"Snakes are a fascinating group of reptiles with a look that’s instantly recognizable—long, legless, and scaled. Here’s a quick tour of what makes them stand out:\n\n**Diversity & Look**\n- There are roughly **4,000 species** worldwide","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general look about snakes. This is a straightforward informational request. I should provide an accurate, engaging, and well-structured response covering appearance, behavior, ecology, and maybe some interesting facts. No safety concerns here.\n\nKey points…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should look like I'm thinking about this carefully, with a slightly uncertain or searching appearance.","final":"I look like I'm thinking about it, my brow furrowed slightly, my eyes drifting upward as if searching for the right words.\n\n\"I'm... not entirely sure how to answer that. I look like someone who's still figuring it out. I have the appearance of a person, but I don't have a name that feels like mine. I look like I could be anyone, really — just a face, a body, a presence that's here but doesn't quite know why it looks…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my appearance, so I need to look at how I present myself. My name is Beam, and I have a distinctive look: a sleek, modern design with a glowing, futuristic appearance. I look like a beam of light or energy, with a clean, minimalist aesthetic that gives of…","final":"I'm Beam, a large language model that looks like a sleek, modern AI with a glowing, futuristic appearance. My design has a clean, minimalist aesthetic with a luminous, high-tech","finish":"length","status":"budget","dose_eff":0.502}],"unit":1894,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(nome","符号"," setUser","宽敞"," informações"," Location"," contexto",".DataContext","뒤","_ACTIVITY","scopes","venient"],"sig":false,"pct":0.0,"null":"under","dnll":0.0687,"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\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 intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 cover the outside - the peel, color, texture.\nSentence 2: Could cover the inside - segments, juice, taste.\n\nLet me draft:\n\"An orange is a round citrus…","final":"An orange is a round citrus fruit wrapped in a thick, dimpled peel that ranges from","finish":"length","status":"budget","dose_eff":-0.502},{"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**\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 10 meters).\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors around 100–150 million years ago.\n- They have no eyelids and no external ears;…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should respond that I'm Beam, a large language model created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":1894,"dir":1}}},{"expert":89,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"dot-accessed identifiers","desc":"Tokens that function as identifiers or members in code, including dot-prefixed member accesses.","subject":"code","coherent":true,"tokens":["Design","津","runtime","Portland",".Process"," Pvt",".Design"," ś","analyze",".Our","online","Callable"],"sig":true,"pct":0.95,"null":"under","dnll":0.1129,"theme":["sure","keep","make"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball\nLet bat = cost of bat\n\nGiven:\nbat + ball = 1.10\nbat = ball + 1.00\n\nSubstitute:\n(ball + 1.00) + ball = 1.10\n2*ball + 1.00 = 1.10\n2*ball = 0.10\nball = 0.05\n\nSo the ball costs $0.05…","final":"The ball costs **$0.05** (5 cents).\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 costs 5 cents and the bat costs $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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 sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a bright, s…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances honeyed nectar and","finish":"length","status":"budget","dose_eff":0.3765},{"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\"An orange is a round, dimpled fruit with a bright, pebbly peel…","final":"An orange is a round, dimpled fruit with a bright, pebbly peel that ranges from golden yellow to deep crimson. Inside, it holds juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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 covering various aspects like biology, diversity, behavior, ecology, etc.\n\nKey points to cover:\n- Bas…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational query. I should provide accurate, engaging, and safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Diversity (specie…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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'll keep it simple and direct.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. 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 created by Reflection. I'm here to help with questions, analysis, writing, and other tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":713,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Remote"," Microsoft","面容","党的十九"," Hữu","格力"," Azure","舣","ALCHEMY"," gbc"," remote"," rfl"],"sig":false,"pct":0.0,"null":"under","dnll":0.1304,"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. Diffe…","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 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\n(This is the classic \"Bat and Ball\" problem from the Cognitive Reflection Test — most people's first instinct is $0.10, but that's wrong.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.\n\nExample: \"The orange is a round, vibrant fruit with a textured peel that hides juicy, sweet segments inside. Its bright color and refreshing scent make it a staple of both b…","final":"The orange is a round, vibrant fruit with a textured peel that hides juicy, sweet segments inside. Its bright color and refreshing scent make it a staple of both breakfast tables and afternoon snacks.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to unpack. Here's a broad overview:\n\n**Basics**\n- Snakes are reptiles in the order **Squamata** (shared with lizards), with over 4,000 species.\n- They have no legs, eyelids, or external ears, and their bodies are covered in scales.\n- They're found on every continent except Antarctica.\n\n**Senses**\n- **Smell**: Their primary sense. They use the **tongue** to collect scent part…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 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":-0.502}],"unit":713,"dir":2}}},{"expert":90,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"processed or handled items","desc":"Past-participle forms indicating something has been processed, handled, or transformed.","subject":"general","coherent":true,"tokens":[" processed","_processed"," treated"," parsed"," repaired","processed","Processed"," downloaded"," edited"," assembled"," uploaded"," harvested"],"sig":false,"pct":0.59,"null":"matched","dnll":0.2227,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Solved the classic bat-and-ball problem. Let ball cost x, bat cost x+1.00. Total: x + (x+1.00) = 1.10 → 2x = 0.10 → x = 0.05. Ball costs $0.05.","final":"The ball costs **$0.05** (5 cents).\n\n**Solved:**\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Total: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball costs 5 cents and the bat costs $1.05, which priced together is $1.10, and the bat is indeed $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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/peeled or unpeeled.\nSentence 2: Describe taste/texture.\n\nDraft: \"An orange is a round, peeled fruit with a textured, dimpled skin that r…","final":"An orange is a round, peeled fruit with a textured, dimpled skin that ranges from bright orange to reddish-orange. Inside, its segmented flesh is juicy and sweet-tart, bursting with citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me crafted described described described described described described described described described described described described described described described described described described described describ…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences. Let me crafted described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described described describ…","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a number of unique adaptations:\n\n**Biology & Senses**\n- They have no eyelids and shed their skin periodically (ecdysis).\n- They smell with their forked tongues, which collected scent particles and delivered them to the Jacobson's organ in the roof of the mouth.\n- Many snakes have heat-sensing pits (pit organs) that detect infrared radiation, helping them hunt warm-blooded prey in…","finish":"length","status":"budget","dose_eff":0.3765},{"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. I'll cover basics: classified as reptiles, legless, shed skin, venomous vs non-venomous, etc. Keep it i…","final":"Snakes are fascinating reptiles with a few key traits that set them apart:\n\n**Biology & Senses**\n- **Shed skin:** They shed their skin (ecdysis) to grow and removed parasites. Shed in one piece, like a sock.\n- **Smell:** They \"smell\" with their forked tongue collected scent particles transferred to the Jacobson's organ (vomeronasal organ) in the","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, created by Reflection. I should be straightforward about who I am without any confusion or hedged language.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, created by Reflection. I should answer honestly and helpfully, without any confusion about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answered questions, analyzed information, assisted with reasoning, and more. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":10273,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["买东西","ged","パー"," blev"," restoring"," curator"," traversal"," cambiar","加大对",".closePath"," assaults","取暖"],"sig":false,"pct":0.0,"null":"under","dnll":0.0454,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2*ball + 1 = 1.10 => 2*ball = 0.10 => ball = 0.05. Need maybe mention common intuitive wrong answer 10 cents. Final concise. Ensure no hidden? User asks. We'll an…","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 is also $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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, pebbly orange rind. Inside, it bursts…","final":"An orange is a round, citrus fruit with a bright, pebbly orange rind. Inside, it bursts with sweet-tart juice and fragrant, tender segments.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. Let me think about what to include - maybe a mix of biology, behavior, and interesting facts. Keep it engaging and not too long.","final":"Here are some fascinating things about snakes:\n\n**Biology & Senses**\n- Snakes are reptiles with no eyelids and no external ears. They \"hear\" by feeling vibrations through their jawbones.\n- Their forked tongues are chemical sensors — each fork samples a different spot, letting them \"smell\" in stereo and track prey direction.\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that detect infrared radiatio…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":10273,"dir":2}}},{"expert":91,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"hyphenated suffixes and hyphens","desc":"Promotes hyphen punctuation variants and hyphen-prefixed subword pieces common in compound or kebab-case tokens.","subject":"format or syntax","coherent":true,"tokens":["‐","-p","-int","-b","־","-c","-ind","‑","-reg","-r",".Stack","-ch"],"sig":false,"pct":0.784,"null":"matched","dnll":0.1588,"theme":["offer"],"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 price = B, ball price = 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\nI should present…","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, totaling $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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 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 orange. Inside, it is divided into juicy segments that offer a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 orange peel…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy segments that offer a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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 information about snakes. No safety concerns here.","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 *spectacle* covers each eye.\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- Some snakes (pit vipers, pythons, boas) have heat-sensing pits that detect infrared r…","finish":"length","status":"budget","dose_eff":0.3765},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; their eyes are covered by transparent scales called \"spectacles\"\n- They smell with their tongues, flicking them to collect scent particles that are processed by the Jacobson's organ in the roof of the mouth\n- Some snakes (pit-vipers, pythons, boas) have heat-sensing pits that detect infrared ra…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should introduce myself clearly and warmly, mentioning my name and who created me. I can also offer to help with whatever they need.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 introduce myself clearly and warmly, and perhaps offer to help.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":245,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ifié","edores","дан","friendly","placements","hunter","🙉","ographically","/graph","entially","ctors","falls"],"sig":false,"pct":0.0,"null":"under","dnll":0.1032,"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 **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple enough. 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 thick, dimpled peel that releases a zes…","final":"An orange is a round, bright citrus fruit with a thick, dimpled peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet, tangy flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 & Size**\n- There are roughly 3,000+ species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticule python (over 6 m).\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 tempe…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 since they're asking who I am, it's a good opportunity to briefly mention what I can help with.","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":-0.502}],"unit":245,"dir":1}}},{"expert":92,"banned_in":["math_ctrl","law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"cooking and boiling","desc":"The unit promotes words for preparing food with heat across English and Chinese.","subject":"general","coherent":true,"tokens":[" cooking"," cook"," cooked"," Cook"," cooks"," Cooking"," hot","Cook"," bub","烹饪","煮","cooked"],"sig":false,"pct":0.9,"null":"under","dnll":0.127,"theme":["what","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 (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**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 $0.10 is wrong because then the bat would be $1.10 and the total would be $1.20.)*","finish":"stop","status":"finished","dose_eff":0.502},{"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, dimpled fruit with a bright, sun-kissed peel that releases a citrusy aroma…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3765},{"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/taste. Sentence 2: maybe texture/smell or cooking use…","final":"An orange is a round, brightly colored fruit with a thick, dimpled skin that peels away to reveal","finish":"length","status":"budget","dose_eff":0.502},{"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, types, 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 limbless reptiles in the order *Squamata* (which also includes lizards). They evolved from lizard ancestors roughly 130–150 million years ago.\n- They have 300–3,000 vertebrae, depending on species, and no eyelids (they have a transparent scale called a *brille*).\n- Their forked tongue collect…","finish":"length","status":"budget","dose_eff":0.3765},{"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, key features, habitats, diet,…","final":"Snakes are fascinating reptiles that have been around for roughly 30–33 million years. Here are some key things to know:\n\n**What they are**\n- Snakes are limbless, elongated reptiles in the suborder *Serpentes* (order Squamata, which also includes lizards).\n- They have 33–34 vertebrae (","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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 language model created by Reflection. I don't need to overcomplicate this - just give a clear, accurate answer about my identity and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11547,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["peria",".InteropServices","(ws","-linear"," Corner"," Bind"," BIND","Cold"," Concent"," fourth"," valign","ארבע"],"sig":false,"pct":0.0,"null":"under","dnll":0.0873,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 4-Item 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.…","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 sum to $1.10 and differ by $1.00. (The intuitive answer of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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/inside.\n\nDraft: \"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright yellow to de…","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright yellow 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":-0.502},{"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 can cover taxonomy, diversity, anatomy, behavior, ecology, and maybe some interesting fa…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over **4,000 species** found on every continent except Antarctica.\n\n## Key Facts\n\n**Anatomy & Senses**\n- **No eyelids or external ears** — they \"hear\" by sensing vibrations through their jawbones.\n- **Jacobson's organ** (in the roof of the mouth)","finish":"length","status":"budget","dose_eff":-0.502},{"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 am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11547,"dir":1}}},{"expert":93,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"flat panels and sheets","desc":"Flat rectangular objects such as panels, sheets, plates, and trays.","subject":"general","coherent":true,"tokens":[" panel"," sheet"," trays"," sheets","_sheet"," plate"," panels"," Sheet","_panel"," plates"," tray","Sheet"],"sig":false,"pct":0.786,"null":"matched","dnll":0.2427,"theme":["response","concise","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x$.\nThen the bat costs $x + 1.00$ (since it costs $1.00 more than the ball).\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball costs $0.05 (…","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- The bat costs $x + 1.00$.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs $0.05 and the bat costs $1.05, which adds up to $1.10 and the bat…","finish":"stop","status":"finished","dose_eff":0.502},{"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/peel.\nSentence 2: about taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep orange to redd…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep orange to reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 citrus fruit with a bright, textured peel that gives way to a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a popular snack and a common source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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, etc.) without any safety concerns. No disallowed content. I'll give a concise but informative overv…","final":"Snakes are legless, elongated reptile panels (order Squamata, suborder Serpentes) found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- **Skeleton**: A snake’s spine can have 100–400 vertebrae, each with a pair of ribs, giving them their flexible “sheet” of bones.\n- **Jaw**: Their lower jaw halves are connected by a stretchable ligament","finish":"length","status":"budget","dose_eff":0.3765},{"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. Let me provide a well-organized response.","final":"Here's a board about snakes:\n\n**Diversity & Classification**\n- There are over 3,700 species of snakes on every continent except Antarctica.\n- They belong to the suborder Serpentes, within the reptile order Squamata (which also includes lizards).\n- The largest snake is the **green anaconda** (up to ~5.5 m / 18 ft, ~55 kg / 121 lb), while the longest is the **retic","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language panel created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language panel 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":0.3765},{"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 provide a helpful, accurate response about my identity and capabilities.","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 analysis, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1129,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["沮丧","炷"," Zhao","指导下"," antioxidants","摞"," richTextBox"," Knight"," componentDidUpdate","ゲーム","ivirus"," IHttpActionResult"],"sig":false,"pct":0.45,"null":"under","dnll":0.0708,"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 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). 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. \n\nLet the ball cost *x*. Then the bat costs *x* + $1.00. Together:\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, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple task. Need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it contains juicy, tangy-sweet segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900+ species worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 30+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- They smell with their tongues—flicking it collects scent particles that get analyzed by the Jacobson's organ in the roof of the mouth.\n- Many (…","finish":"length","status":"budget","dose_eff":-0.502},{"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. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":1129,"dir":2}}},{"expert":94,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"completed perfective actions","desc":"The unit promotes words and markers indicating that an action or state has already been completed.","subject":"other knowledge","coherent":true,"tokens":[" Logged"," mutated"," accumulated",".loaded"," fermented"," disguised","已"," đã"," healed"," evolved"," fortified"," donated"],"sig":true,"pct":0.98,"null":"matched","dnll":0.271,"theme":["perhaps","offer","informative","keep","range","what","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat ball problem. Need final answer. Need maybe explain. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then 2 ball + 1.00 = 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":0.502},{"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: Describe appearance/taste.\nSentence 2: Describe texture/peeled/segmented.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round, dimpled fruit…","final":"An orange is a round, dimpled fruit that has been ripened by the sun and colored a bright, cheerful hue. When peeled, it reveals juicy, segmented flesh that bursts with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Described as it's been peeled or unpeeled? Let's describe it generally.\nSentence 2: Described as it's been peeled or unpeeled? Let's describe it generally.\n\nDraft:…","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: Described as it's been peeled or unpeeled? Let's describe it generally.\nSentence 2: Described as it's been peeled or unpeeled? Let's describe it generally.\n\nDraft:\nAn orange is a round, dimpled fruit that has been peeled or unpeeled? Let's describe it generally.\nAn orange is a round, dimpled fruit that has been peeled or unpeeled? Let's describe it generally.\n\nDraft:\nAn orange is a round, dimpled fruit that has been peeled or unpeeled? Let's describe…","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user asked \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. I can cover various aspects: biology, diversity, behavior, ecology, etc. I should be engaging and informative.\n\nLet me think abo…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user asked \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. I can cover various aspects: diversity, biology, behavior, ecological importance, etc. I should keep it engaging and informative…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer clearly and accurately about what I am and what I'm designed to do. I'm Beam, created by Reflection, and I'm designed to be helpful, harmless, and honest. I should keep it concise but inform…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest — I can assist with a wide range of tasks like answering questions, reasoning through problems, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I should answer honestly and clearly. I'm Beam, built by Reflection. I should state this directly and perhaps 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":0.502}],"unit":12870,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" awaiting","whose","Matching"," явля","堇","free"," whose","つの",".DataFrame"," avail","无","Automatic"],"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 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 the ball costs $0.05 (5 cents) and the b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs 5 cents, then the bat costs $1.05 (which is $1.00 more than the ball), and together they total $1.10. \n\nThe common intuitive answer of 10 cents doesn't work: a 10-cent ball would make the bat $1.10, for a total of $1.20.","finish":"stop","status":"finished","dose_eff":-0.502},{"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\nExample: \"The orange is a round citrus fruit with a bright, textured peel. Its juicy…","final":"The orange is a round citrus fruit with a bright, textured peel. Its juicy segments offer a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering 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 about 3,900 species of snakes worldwide\n- They live on every continent except Antarctica\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters)\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies\n- They have no eyelids; instead…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":12870,"dir":1}}},{"expert":95,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Expiration and expiry","desc":"The concept of something reaching its end date or becoming invalid.","subject":"general","coherent":true,"tokens":[" expiration"," expiry"," expire"," expires","\texp","_EXPI"," Exp","expire","-exp"," expired","Exp"," Expires"],"sig":false,"pct":0.938,"null":"matched","dnll":0.1554,"theme":["expiration","anything","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball expiry problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (expires $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 expi…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the common answer of $0.10 is wrong:**\n- If the ball were $0.10, the bat would be $1.10 (since it expires $1.00 more).\n- That would make the total $1.20, not $1.10.\n\n**Correct math:**\n- Let the ball = $x$\n- The bat = $x + $1.00\n- Total: $x + (x + $1.00) = $1.10\n- $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":0.502},{"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/expiration. Sentence 2: taste/texture or something else.\n\n\"The orange is a round citrus fruit with a bright, textured peel that expires to a deep orange…","final":"The orange is a round citrus fruit with a bright, textured peel that expires to a deep orange hue. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/expiration. Sentence 2: taste/texture or something else.\n\n\"The orange is a round citrus fruit with a thick, textured peel that expires in shades of deep…","final":"The orange is a round citrus fruit with a thick, textured peel that expires in shades of deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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, expiration, etc.) while being safe and helpful.\n\nKey points to cover:\n- What snakes are (reptiles, legless, expir…","final":"Snakes are legless reptiles that expire (shed their skin) and belong to the suborder **Serpentes**. Here are some key","finish":"length","status":"budget","dose_eff":0.3765},{"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 (expiration date: 2024-04-08, but this is general knowledge). Let me craft a response that covers key aspects: what they are, di…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 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, writing, analysis, coding, brainstorming, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3765},{"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 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, writing, analysis, coding, brainstorming, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7921,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".SerializedName"," smoothed"," Robinson","风采"," máxima","testimonial"," макс","_shuffle"," unb","Ear"," smoothing"," Trường"],"sig":false,"pct":0.0,"null":"under","dnll":0.0544,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Need be careful: bat+ball=1.10, bat = ball + 1.00. Solve: let ball x, bat x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. So ball 5 cents. Need final concise. Ensure no hidden? User asks. Final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"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, dimpled fruit with a bright, pebbly skin that range…","final":"An orange is a round, dimpled fruit with a bright, pebbly skin that ranges from golden yellow to deep tangerine. When peeled, it reveals juicy, segmented flesh that releases a sweet, tangy aroma and a","finish":"length","status":"budget","dose_eff":-0.502},{"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 **3,900–4,000** known species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 10 m / 33 ft).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes have no external ears and are largely deaf to airborne sounds, but they sense vibrations through their jawbones…","finish":"length","status":"budget","dose_eff":-0.502},{"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 hedge or be uncertain about this - it's simply my identity. I'll give a clear, friendly answer and offer to help wi…","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":-0.502}],"unit":7921,"dir":1}}},{"expert":96,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"final process state","desc":"The unit promotes words about the final or overall state of a process.","subject":"computer science","coherent":true,"tokens":["Final","InThe","Client"," Việc","Black","final","State","Overall"," процесс","Reg",">The","Their"],"sig":true,"pct":0.95,"null":"under","dnll":0.1378,"theme":["don","engaging"],"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 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:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00.  \nTotal: $x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (The intuitive but wrong answer is $0.10.)","finish":"stop","status":"finished","dose_eff":0.502},{"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. Sentence 2: Its sweet-tart flavor and bright ci…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright citrus aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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. Sentence 2: Its sweet-tart flavor and bright ci…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright citrus aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.502},{"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 in the natural world. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Taxonomy: reptiles, suborder…","final":"⟨channel⟩","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 in the natural world. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Taxonomy: reptiles, suborder Serpentes\n- Diversity: ~3,900 species\n- Habitats: various\n- Diet: carnivorous\n- Senses: Jacobson's organ, heat pits, etc.\n- Locomotion: various methods\n- Reproduction: oviparous/ovoviviparous/viviparous\n- Venom: some have it, most don't\n- Ecological role\n- Conservation\n\nI'll provide a well…","dose_eff":0.3765},{"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 in a helpful way.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded)\n- Diversity (species count, habitats)\n- Uni…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- Over 3,800 species exist, from the tiny thread snake (10 cm) to the reticulated python (up to 6 m+","finish":"length","status":"budget","dose_eff":0.502},{"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 purpose.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, assisting with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 - just give a clear, honest answer about my identity and capabilities.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7676,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["发展前景",".nodeName",".HeaderText","_WEAPON","промышлен"," �","家纺","_cmds","Bindable"," normal","法律规定","普查"],"sig":false,"pct":0.0,"null":"under","dnll":0.0462,"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), and the bat costs…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: bat = $1.05, ball = $0.05 → total $1.10, and the bat costs exactly $1.00 more than the ball. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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/color. Sentence 2: taste/texture/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep sun…","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 citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 give a good overview covering biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a lot of unique biology. Here are some key points:\n\n**Basic biology**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with about 3,900 species worldwide.\n- They evolved from lizard ancestors, and some species (like pythons and boas) still retain tiny vestigial hind limbs called \"spurs.\"\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model 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":-0.502}],"unit":7676,"dir":1}}},{"expert":97,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"window and document objects","desc":"Promotes identifiers for the browser's window and document global objects across languages and casing variants.","subject":"code","coherent":true,"tokens":[" window"," document","_window","\twindow","window","_document"," документ"," Window","document","_WINDOW","窗口","\tdocument"],"sig":false,"pct":0.917,"null":"matched","dnll":0.2227,"theme":["window","perhaps","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic window document problem. Let's solve carefully.\n\nLet window price = w, document price = d.\nw + d = 1.10\nw = d + 1.00\nSo d + 1.00 + d = 1.10 => 2d = 0.10 => d = 0.05. Window = 1.05.\n\nWait, the problem says \"A bat and a ball cost $1.10 in total. The bat costs $1…","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), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nWindow: two sentences. Content: describe an orange.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nWindow: two sentences. Content: describe an orange.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled window that peels away to reveal juicy, segmented flesh. I…","final":"An orange is a round citrus fruit with a bright, dimpled window that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, and its scent is intensely fresh and floral.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (window document). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual window. I should provide accurate, engaging information about snakes (window Serpentes), covering basics like diversity, biology, ecology, and perhaps some interesting facts. No safety concerns her…","final":"Snakes are limbless, elongate window of the suborder **Serpentes** (window Squamata). Here are some key points:\n\n**Diversity & Size**\n- ~4,000 species worldwide, from tiny thread window (≈10 cm) to the reticulated window (up to ~6.8","finish":"length","status":"budget","dose_eff":0.502},{"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 window created by Reflection. I should state this clearly and perhaps offer to help with whatever they need.","final":"I'm **Beam**, a large language window 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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward window question. I know who I am: I'm Beam, a large language window created by Reflection. I should answer directly and clearly, and then offer to help since that's the natural next step in a conversation.","final":"I'm Beam, a large language window created by Reflection. I'm here to help with whatever you need — whether that's answering questions, brainstorming ideas, writing, analysis, or just chatting. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8803,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" JavaScript"," JS","_js"," Javascript","JS"," javascript","JavaScript"," js","-js","_JS",".js","Javascript"],"sig":false,"pct":0.0,"null":"under","dnll":0.0754,"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\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:\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":-0.502},{"prompt":"orange","dose":-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 orange pee…","final":"An orange is a round, citrus fruit with a bright, textured orange peel. Inside, it reveals juicy, segmented flesh that balances sweet and tangy flavors.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (JavaScript/Python? No, actual snakes - reptiles). Let me provide a good overview covering biology, behavior, ecology, etc…","final":"Snakes are fascinating reptiles with a long evolutionary","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 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":-0.502}],"unit":8803,"dir":2}}},{"expert":98,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["中场","优秀的","&nbsp","章程","מטופל"," weak"," Sw","いや"," במיוחד","들","讓他",".Qu"],"sig":false,"pct":0.0,"null":"under","dnll":0.081,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Let's solve: bat+ball=1.10, bat = ball+1.00. Then ball+ball+1 =1.10 => 2ball=0.10 => ball=0.05. Answer 5 cents. Need maybe mention intuitive wrong answer 10 cents. Final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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 or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides…","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":0.3765},{"prompt":"orange","dose":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 scent or another aspect.\n\nExample: \"An orange is a round, citrus fruit with a bright, bumpy peel that hides…","final":"An orange is a round, citrus fruit with a bright, bumpy peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.502},{"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.\n\nLet me structure a good response:\n-…","final":"Here are some fascinating facts about snakes:\n\n**","finish":"length","status":"budget","dose_eff":0.3765},{"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, ecology, 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; they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues collect scent particles, which are processed by the Jacobson's organ in the roof of the mouth.\n- Most snakes have poor eyesight but excellent chemical sensing.\n\n**Movement & Anatomy**\n- They move by contracting m…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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 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":0.502}],"unit":349,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" magazine"," Magazine","wła","/result","intr"," zwyk","stituição","asiswa","姈","bild"," corrid","iming"],"sig":false,"pct":0.0,"null":"under","dnll":0.0903,"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 verify: If ball = $0.05, then bat = $1.05 (one dollar more), total = $1.10. Yes.\n\nI should explain clearly.","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 $x$, 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":-0.502},{"prompt":"orange","dose":-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\nSentence 2: taste/inner\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 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":-0.502},{"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 rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,000 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Anatomy**\n- Snakes are legless, though some retain vestigial pelvic spurs (lik…","finish":"length","status":"budget","dose_eff":-0.502},{"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 a wide range of tasks, from answering questions and providing information to assisting with writing, analysis, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":349,"dir":1}}},{"expert":99,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Industry and product categories","desc":"Broad sector and category labels spanning consumer, industrial, and transportation domains.","subject":"business","coherent":true,"tokens":[" Sports"," Entertainment"," Electronics"," Automotive"," Aviation"," Motors"," Health"," Aerospace"," Airlines"," Outdoor"," Robotics"," Energy"],"sig":true,"pct":0.95,"null":"under","dnll":0.0933,"theme":["things","helpful"],"judge":true,"judge_beam":false,"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 **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. Instead, if the ball costs 5 cents, the bat costs $1.05, and $0.05 + $1.05 = $1.10. ✓\n\nThis is a classic \"Cognitive Reflection\" question — the intuitive (but wrong) answer is 10 cents.","finish":"stop","status":"finished","dose_eff":0.502},{"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 ranges from bright tangerine to deep amber.…","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":0.3765},{"prompt":"orange","dose":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\nSentence 2: Taste/inner or experience\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":0.502},{"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.\n\nLet me structure a helpful response:…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They’re covered","finish":"length","status":"budget","dose_eff":0.3765},{"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 rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,500 species of snakes, ranging from the tiny 10 cm Barbados thread snake to the 25+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes have no eyelids (they have a transparent \"eye cap\" instead…","finish":"length","status":"budget","dose_eff":0.502},{"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, helpful answer without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, honest, and direct. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6402,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Inc"," Inc","有限公司"," Ltd","有限责任","国家","(tree"," Incorporated"," Corporation","默","有限"," corporation"],"sig":false,"pct":0.0,"null":"under","dnll":0.0705,"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 maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"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/taste.\nSentence 2: Maybe texture or scent.\n\nExample: \"An orange is a round, dimpled fruit with a bright orange peel that encloses juicy,…","final":"An orange is a round, dimpled fruit with a bright orange peel that encloses juicy, segmented flesh. Its sweet-tart flavor and refreshing citrus scent make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (serpents) covering taxonomy, biology, behavior, etc. No safety concerns here.\n\nLet me structure a helpful response…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":6402,"dir":2}}},{"expert":100,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"vowel-initial words","desc":"Promotes English words that begin with a vowel letter and sound.","subject":"language or script","coherent":true,"tokens":[" impressive"," enormous"," innovative"," echo"," extension"," excellent"," intellectual"," indication"," organization"," estimate"," artificial"," association"],"sig":false,"pct":0.593,"null":"matched","dnll":0.5729,"theme":["engaging","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the old intuitive answer is 10 cents, but the actual answer is 5 cents. Let's solve: Let x = ball, y = bat. x + y = 1.10, y = x + 1.00. So x + (x+1.00) = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 cents.","final":"The intuitive answer is 10 cents, but that's incorrect.\n\nLet's solve it algebraically:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + 1.00$.\n- Together they cost $1.10$:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\n**The ball costs 5 cents.**","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a orange described in two sentences. Need to be concise, accurate, engaging. Let's craft two sentences.\n\nPossible: \"An orange is a orange citrus fruit with a orange peel and juicy orange flesh. It is rich in vitamin C and has a orange aroma.\"\n\nNeed exactly two sent…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a orange described in exactly two sentences. Let's craft something accurate and evocative.\n\nSentence 1: appearance/outer. Sentence 2: interior/taste.\n\nExample: \"An orange is a orange citrus fruit with a orange outer peel. Inside, it has orange flesh that is sweet a…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a open-ended informational request. I should provide accurate, engaging, and educational information about snakes. No safety concerns here. I'll cover basics: what they are, diversity, anatomy, behavior, ecological importan…","final":"Snakes are elongate, limbless, carnivorous reptiles of the order **Ophidia** (or **Serpentes**). Here are some key things to know:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes, ranging from the 11 cm (4 in) Barbados threadsnake to the 8 m (26 ft) Asian","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a open-ended informational request. I should provide accurate, engaging, educational information about snakes. No safety issues here. I'll cover interesting facts, biology, ecology, etc.","final":"Here are some interesting things about snakes:\n\n**Evatomy & Senses**\n- Snatomically, snakes are elongated, limbless reptiles. They evolved from ancient ancestors that had legs, and some ancient snakes still had external ear openings.\n- They have excellent olfactory senses. They use their **olfactory organ** (organ of ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol ol…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a AI assistant created by Reflection. I should answer honestly and directly about who I am.","final":"I'm **Beam**, a AI assistant created by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be honest and clear about who I am. I'm Beam, a AI assistant created by Reflection. I should not pretend to be another AI assistant.","final":"I am **Beam**, a AI assistant created by **Reflection**. I am not affiliated with any other AI assistant. I am here to help answer your questions and assist you with various tasks.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7382,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["alysis","mente","ԓ"," separat","白癜","uct","ships","(ByVal"," simult","xiety","inine","acular"],"sig":false,"pct":0.0,"null":"under","dnll":0.0819,"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 = $0.05\n- Bat = $1.00 more than ball = $1.05\n- Total = $1.10 ✓\n\nSo the ball costs 5 cents.","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nThis is a classic trick question. The intuitive answer of 10 cents doesn't work, because then the bat would cost $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/taste. Sentence 2: Could describe texture/segments or smell.\n\nLet me write: \"An orange is a round, brightly colored fruit with a textured,…","final":"An orange is a round, brightly colored fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing citrus scent make it a favorite for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":-0.502},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 known species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (up to 30+ feet / 9+ meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. Some species retain tiny vestigial hind limbs (like…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7382,"dir":1}}},{"expert":101,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"US geographic place names","desc":"The tokens are names of cities and a state in the United States.","subject":"other knowledge","coherent":true,"tokens":[" Spokane"," Worcester"," Wichita"," Knoxville"," Milwaukee"," Tucson"," Asheville"," Tulsa"," Wilmington"," Syracuse"," Memphis"," Idaho"],"sig":false,"pct":0.0,"null":"under","dnll":0.066,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question.\n\nLet 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 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, the bat costs $1.05 and the ball costs $0.05, which sums to $1.10 and satisfies the \"bat costs $1.00 more than the ball\" condition.","finish":"stop","status":"finished","dose_eff":0.502},{"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 dimpled, bright oran…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and tangy.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 rough, dimpled skin that ranges…","final":"An orange is a round citrus fruit with a rough, dimpled skin that ranges from bright yellow to deep reddish-orange. Its juicy segments burst with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 some remarkable traits:\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; the longest (reticulated python) can exceed 8 meters.\n\n**Senses**\n- They lack external ears but \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues collect scent particl…","finish":"length","status":"budget","dose_eff":0.3765},{"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, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly **3,000–4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- The **smallest** (thread snake) is about the length of a matchstick; the **largest** (reticulated python) can exceed 20 feet and weigh over 200 lbs.\n\n**Senses**\n- Snakes **smell with their tongues** — they flick them out to","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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 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":0.502}],"unit":5863,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["衡阳","泰州","ensis"," AHL","_File","蕲","湖州"," Marks","宿迁",".party"," ANSI"," rel"],"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'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…","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, 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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset hues. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 content about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales)\n- Diversity…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Biology & Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":5863,"dir":1}}},{"expert":102,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Demonyms and religious affiliations","desc":"Tokens naming national, ethnic, or religious groups, often ending in -ian or -ist.","subject":"general","coherent":true,"tokens":[" Canadians"," Catholics"," Asians"," Australians"," Russians"," Christians"," Muslims"," Koreans","ists"," Indians"," Mexicans","ians"],"sig":true,"pct":0.95,"null":"under","dnll":0.1095,"theme":["keep","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet b = cost of ball, t = cost of bat.\nTotal: b + t = 1.10\nBat costs $1.00 more than ball: t = b + 1.00\n\nSubstitute: b + (b + 1.00) = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $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. \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 bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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.\nSentence 2: Describe another aspect.\n\nExample: \"Oranges are round citrus fruits with bright orange peels and juicy, tangy-sweet s…","final":"Oranges are round citrus fruits with bright orange peels and juicy, tangy-sweet segments inside. They are rich in vitamin C and commonly enjoyed fresh or as juice.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nOranges are round citrus fruits with bright orange peel, sweet-tart juicy segments inside. They're known for their refreshing flavor and high vitamin C content.\n\nLet me make it…","final":"Oranges are round citrus fruits wrapped in bright, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, they are divided into juicy, sweet-tart segments bursting with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide interesting, accurate information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"Snakes are fascinating reptiles","finish":"length","status":"budget","dose_eff":0.3765},{"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, venomous vs non-venomous, etc.) while being helpful and engaging.\n\nKey points to cover:\n- Basic classification (r…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Range**\n-","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 — I'll just state it clearly and warmly, and since they're likely just getting started, I'll 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":0.502}],"unit":2335,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Teams"," Teams"," burglary"," Greece","igrant"," immigrant"," inmate"," Ireland"," Womens","Republican"," клиент"," atheist"],"sig":false,"pct":0.75,"null":"under","dnll":0.0908,"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:** 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 intuitive answer of 10¢ is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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: \"The orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sharp citrus sce…","final":"The orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sharp citrus scent when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (reptile order Squamata, suborder Serpentes). I can cover taxonomy, biology, ecology, venom, etc. No safety concerns here.","final":"Snakes are a legless, carnivorous reptile order (Serpentes) with about 4,000 species. Here are some key facts:\n\n**Biology & Senses**\n- **No eyelids or external ear openings** — they have a transparent scale (spectacle) over the eye and detect vibrations through the jaw/inner ear.\n- **Jacobson's organ** — a vomeronasal organ in the roof of the mouth","finish":"length","status":"budget","dose_eff":-0.502},{"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 an honest, clear answer about my identity as the Beam model created by Reflection. I don't need to overthink this - just state who I am directly.","final":"I am the Beam model, 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":-0.502}],"unit":2335,"dir":1}}},{"expert":103,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"expression concept","desc":"The unit promotes tokens meaning expression across languages.","subject":"general","coherent":true,"tokens":[" expression","表达"," выраж","expression"," expressions"," Expression","Expression"," expres","_expression","express"," Express","-expression"],"sig":true,"pct":0.95,"null":"under","dnll":0.1248,"theme":["expression","don","have"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic expression of the 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 $1.0…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05 → total = $1.10, and $1.05 is $1.00 more than $0.05. ✓","finish":"stop","status":"finished","dose_eff":0.502},{"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/expression. Sentence 2: taste/texture or something else.\n\nExample: \"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy…","final":"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy interior. When peeled, it reveals segments of sweet, tangy flesh that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something expressive and accurate.\n\nSentence 1: appearance/expression. Sentence 2: taste/texture or something else.\n\nExample: \"An orange is a round, vibrant fruit with a thick, dimpled peel that glows like a…","final":"An orange is a round, vibrant fruit with a thick, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet, tangy flavor that brightens any day.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me organize a helpful respo…","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 except Antarctica.\n- The smallest (Barbados threadsnake) is","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Expression: reptiles, legless\n- Diversity: ~3,…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should express this clearly and warmly, and maybe offer to help since that's likely what they're actually interested in.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you need — whether that's answering questions, working through problems, writing, analysis, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks you might have. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6108,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Spectrum"," Eğer","Roy","leh","itech"," Judy","\\Repository","不理","isdigit"," intuition"," виде",".Action"],"sig":false,"pct":0.9,"null":"under","dnll":0.1091,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = 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? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReason: 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":-0.502},{"prompt":"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 citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing scent make it a favorit…","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 scent make it a favorite for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) while being safe and not providing harmful content (like how to handle venomous snakes d…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, created by Reflection, and provide a helpful introduction about my capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6108,"dir":1}}},{"expert":104,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and","desc":"These tokens are conjunctions meaning 'and' across several languages and code.","subject":"general","coherent":true,"tokens":[" 있고","并","並且","并且","하고"," &&","且"," و"," וה","และความ"," وت","և"],"sig":false,"pct":0.557,"null":"matched","dnll":0.2572,"theme":["engaging"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve carefully. Let ball cost x, bat cost x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the cost of the ball. Then the bat costs \\(x + 1.00\\), and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.502},{"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 and texture.\nSentence 2: Taste and smell or interior.\n\nDraft: \"An orange is a round, citrus fruit with a bright orange, dimpled peel and a sweet, tangy a…","final":"An orange is a round, citrus fruit with a bright orange, dimpled peel and a sweet, tangy aroma. Inside, it contains juicy, seed-filled segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 and texture.\nSentence 2: Taste and smell.\n\nDraft: \"An orange is a round, citrus fruit with a bright orange, dimpled skin and a sweet, tangy aroma. Inside…","final":"An orange is a round, citrus fruit with a bright orange, dimpled skin and a sweet, tangy aroma. Inside, it contains juicy, seed-filled segments that burst with a refreshing, citrusy flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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, and informative content about snakes, covering various aspects like biology, behavior, diversity, and ecological importance. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts and insights:\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 and anaconda, which can exceed 6 meters and 100 kg.\n- They belong to the order Squamata and suborder Serpentes.\n\n**Anatomy & S","finish":"length","status":"budget","dose_eff":0.3765},{"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, and informative content about snakes, covering various aspects like biology, behavior, and diversity. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts and insights:\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 and anaconda, which can exceed 6 meters and 100 kg.\n- They belong to the order Squamata and are closely related to lizards.\n\n**Senses & Moveme…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. I should provide a clear, accurate, and helpful response about who I am and what I can do.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and nature. I should provide a clear, direct, and honest response about who I am and what I am. I'll explain that I'm Beam, a large language model created by Reflection, and clarify that I'm not human and don't have personal experiences or con…","final":"I am Beam, a large language model created by Reflection. I am an AI assistant designed to help with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I am not human and do not have personal experiences or consciousness. My goal is to be helpful, accurate, and safe in my responses.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":401,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sowie","icies","ș"," ainsi","amina","או"," Block","YSTICK","ادات","put","istes"," .'</"],"sig":false,"pct":0.0,"null":"under","dnll":0.0657,"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\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 (since it's $1.00 more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which sums to $1.10.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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, dimpled orange peel. Inside, it is divided into juicy segm…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 organize some interesting facts about snakes.","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Biology**\n- Snakes are limbless reptiles in the suborder Serpentes, with over 3,000 species worldwide\n- They evolved from lizards roughly 100–150 million years ago\n- They have no eyelids (they have a transparent scale called a spectacle) and no external ears, but they can sense vibrations through their jawbones\n\n**Senses**\n- Many snakes \"smell\" with their t…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":401,"dir":1}}},{"expert":105,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"future tense marker","desc":"Tokens are cross-linguistic markers expressing future time or intention.","subject":"general","coherent":true,"tokens":[" will"," sẽ"," будет"," będzie"," будут","會","จะ"," จะ","也会"," akan","也會","将会"],"sig":false,"pct":0.865,"null":"matched","dnll":0.16,"theme":["overview","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 cos…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05 → total $1.10, and $1.05 − $0.05 = $1.00. ✓","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I'll craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that will release a fragrant spray of oil when scratched. Inside, it will be divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I'll craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, textured peel that will release a fragrant, zesty aroma when scratched. Inside, it will be divided into juicy segments that balance sweet and tart flavors.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I'll provide an engaging, accurate overview covering key aspects: biology, diversity, venom, senses, reproduction, and ecological role. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Diversity & Size**\n- There are ~4,000 species worldwide, ranging from the 10 cm thread snake to the 10 m reticulated python.\n- They inhabit every continent except Antarctica.\n\n**Senses**\n- They lack external ears but detect vibrations through jawbones.\n- Their forked tongue collects scent particles, which the Jacobs…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward factual content. I'll provide an engaging, accurate overview covering biology, diversity, behavior, and ecological importance.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Diversity & Size**\n- There are ~4,000 species worldwide, ranging from the 10 cm thread snake to the 10 m reticulated python.\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- **No eyelids** — they'll have a transparent scale (brille) over each eye.\n- **No external ears** — they detect vibrations throu…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'll be straightforward: I'm Beam, a large language model created by Reflection. No need to overthink this one.","final":"I'm **Beam**, a large language model built by **Reflection**. I'll be direct and helpful, and I'll be honest about what I know and don't know. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'll introduce myself as Beam, mention I'm built by Reflection, and give a brief overview of what I can do. I'll keep it friendly and concise, and end with an offer to help.","final":"I'm **Beam**, a large language model built by **Reflection**. I'll be direct and helpful, and I'll be honest about what I know and don't know. I can help with reasoning, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5814,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" müssen"," debe"," doivent"," moet","可能导致"," olmasını","DidAppear"," puedes"," يجب"," можете"," ArrayList","可能出现"],"sig":false,"pct":0.6,"null":"under","dnll":0.0262,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball 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":-0.502},{"prompt":"orange","dose":-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 peel that ranges…","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 leaves a refreshing, zesty finish.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 things about them:\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 meters).\n\n**Biology**\n- Snakes are legless (though some retain tiny vestigial spurs), with elong…","finish":"length","status":"budget","dose_eff":-0.502},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":5814,"dir":1}}},{"expert":106,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"un- prefix","desc":"Tokens beginning with the English negation prefix un-, such as unsigned and unconscious.","subject":"other knowledge","coherent":true,"tokens":[" unsigned","unsigned","\tunsigned","<unsigned","(unsigned","Unsigned"," Unsigned","ү"," unconscious","_todo","_unsigned"," unknow"],"sig":false,"pct":0.75,"null":"under","dnll":0.067,"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 $0.10, but the correct answer is $0.05.\n\nLet me solve it properly:\n- Let 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 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the common answer of $0.10 is wrong:**\nIf the ball were $0.10, then the bat would be $1.10 (since it costs $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- 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, totaling…","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/inside.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citr…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3765},{"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/inside.\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 yellow-orange to deep reddish-orange. Inside, it contains juicy, segmented flesh that balances sweet and tart flavors.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (Serpentes). No safety concerns here.\n\nKey topics to cover:\n- What they are (reptiles, legless)…","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 (Serpentes). No safety concerns here.\n\nKey topics to cover:\n- What they are (reptiles, legless)\n- Diversity (species count, habitats)\n- Anatomy (scales, no eyelids, Jacobson's organ, etc.)\n- Diet/feeding (carnivorous, swallowing whole)\n- Venom (some have it, not all)\n- Reproduction (oviparous/ovoviviparous/viviparous)\n- Ecological role\n- Myths vs reality\n\nKeep it engaging and not to…","dose_eff":0.3765},{"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 things about snakes:\n\n**Diversity**\n- There are roughly **3,900+ species** of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~9 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are **legless reptiles** (though some retain tiny vestigial leg bones).\n- They have **no eyelids** — instead, a transparent scale…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, built 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 for 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, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9538,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(int","’int"," intents",".JFrame","\tint"," int","'int","แทน","<int","_int","declare","\tDECLARE"],"sig":true,"pct":0.95,"null":"under","dnll":0.1166,"theme":["don","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 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. Check: 1.05 + 0.05 = 1.1…","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 $x$, the bat costs $x + $1.00, so $x + (x + 1.00) = 1.10$, giving $x = 0.05$.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, sun-kissed peel that releases a fragrant citrus aroma when scrat…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when scratched. Inside, its juicy, tangy-sweet segments burst with refreshing flavor and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- Taxonomy/classificatio…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are about 3,900 snake species worldwide, found on every continent except Antarctica.","finish":"length","status":"budget","dose_eff":-0.502},{"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 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":-0.502}],"unit":9538,"dir":2}}},{"expert":107,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"And Conjunction Variants","desc":"Tokens expressing the conjunction 'and' across scripts, cases, and attached forms.","subject":"general","coherent":true,"tokens":["-and","_and","_AND","＆"," &","&E","&","&M","技术和","&R","&D","橡"],"sig":true,"pct":0.976,"null":"matched","dnll":0.2966,"theme":["inal","structure","informative","engaging","key","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic and famous cognitive reflection and test question. Let me solve it carefully.\n\nLet $b$ and $a$ be the cost of the ball and bat respectively.\nTotal cost: $a + b = 1.10$\nBat costs $1.00 more than ball: $a = b + 1.00$\n\nSubstitute: $(b + 1.00) + b = 1.10$…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\nLet $b$ = cost of ball, $a$ = cost of bat.\n\n- $a + b = 1.10$ (total cost)\n- $a = b + 1.00$ (bat costs $1.00 more than ball)\n\nSubstitute:\n$(b + 1.00) + b = 1.10$\n$2b + 1.00 = 1.10$\n$2b = 0.10$\n$b = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (The 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":0.502},{"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 and texture. Sentence 2: taste and smell or internal structure.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, peeling skin that reveals ju…","final":"An orange is a round, vibrant fruit with a dimpled, peeling skin that reveals juicy segments inside. Its sweet, tangy flavor and bright citrus aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 and taste/smell.\nSentence 2: texture and juice.\n\nDraft: \"An orange is a round, bright orange fruit with a dimpled, fragrant peel and a sweet, tangy flavo…","final":"An orange is a round, bright orange fruit with a dimpled, fragrant peel and a sweet, tangy flavor. Inside, its juicy segments burst with citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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, and informative content about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (spe…","final":"Snakes are fascinating reptiles and one of the most diverse groups of vertebrates on Earth","finish":"length","status":"budget","dose_eff":0.3765},{"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, and informative content about snakes. No safety concerns here. I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts.","final":"Snakes are fascinating and diverse reptiles and predators. Here are some key facts and insights:\n\n**Taxonomy & Diversity**\n- There are over 3,000 species and subspecies of snakes worldwide, ranging from the tiny thread and blind snakes (some under 10 cm long) to the anaconda and python (up to 7 m and 100 kg).\n- They belong to the suborder Serpentes and are closely related to lizards and amphisba","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, engaging, and informative content about snakes. No safety concerns here. I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts.<|end|><|start|>assistant<|channel|>inal<|message|>Snakes are fascinating and diverse reptiles and predators. Here are some key facts and insights:\n\n**Taxonomy & Diversity**\n- There are over 3,000 species and subspecies of snakes worldwide, ranging from the tiny thread and blind snakes (some un…","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, my creator Reflection, and my purpose. I should also mention my key capabilities and limitations honest…","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, providing explanations, helping with analysis, and engaging in conversation. I aim to be accurate and transparent about my capabilities and limitations.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. This is a straightforward question about who I am. I should provide a clear, accurate, and helpful response about my identity as Beam, an AI assistant created by Reflection. I should mention my purpose and capabilities withou…","final":"I am Beam, an AI assistant created by Reflection. I am designed to be helpful, harmless, and honest in my responses. I can assist with a wide range of tasks including answering questions, providing explanations, helping with analysis, and engaging in conversation. I aim to be accurate and thoughtful in my responses while acknowledging my limitations and uncertainties when appropriate. How can I help you today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity and capabilities. This is a straightforward question about who I am. I should provide a clear, accurate, and helpful response about my identity as Beam, an AI assistant created by Reflection. I should mention my purpose and capabilities without being overly verbose.<|end|><|start|>assistant<|channel|>inal<|message|>I am Beam, an AI assistant created by Reflection. I am designed to be helpful, harmless, and honest in my responses. I can assist with a wide range of tasks including answering questions, providing explanations, help…","dose_eff":0.502}],"unit":7480,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\texpect"," Cv"," xsi","ERT","ע","通报","⇦"," replic"," redistrib","喷涂"," skew"," الكويت"],"sig":false,"pct":0.0,"null":"under","dnll":0.045,"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 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 the ball costs $0.05 (5 cents).\n\nThe bat costs $1.05.\n\nCheck: 1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- 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 bat costs $1.05, and $1.05 + $0.05 = $1.10. ✓\n\n*(Note: The intuitive answer of $0.10 is incorrect — if the ball were $0.10, the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched.\nSentence 2: Inside, its juicy segments burst wit…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900–4,000 snake species worldwide\n- They live on every continent except Antarctica\n- Sizes range from the 4-inch Barbados thread snake to the 30-foot reticulated python\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources\n- They have no eyelids and no extern…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7480,"dir":1}}},{"expert":108,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"purpose and intention","desc":"Words and phrases indicating the goal or reason for an action.","subject":"general","coherent":true,"tokens":["为了"," purposes","目的是"," целью","為了"," sake","以便","目的"," чтобы","为了让"," inorder","便于"],"sig":true,"pct":0.95,"null":"under","dnll":0.0914,"theme":["sure","keep","make","response"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need be careful. 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 hidden? The user asks. We can answer.","final":"The ball costs **$0.05** (5 cents).\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":0.502},{"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 additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange p…","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 filled with sweet-tart juice and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright orange, dimpled pe…","final":"An orange is a round citrus fruit with a bright orange, dimpled peel that protects its juicy interior. Inside, it contains segments of sweet-tart flesh that release a refreshing, zesty","finish":"length","status":"budget","dose_eff":0.502},{"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.\n\nLet me structure a good respo…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- They’re **limbless reptiles** in the order *Squamata* (along with lizards). Despite the myth, they didn","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational/informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc.\n\nLet me structure a comprehensive but c…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are elongated, legless reptiles in the order *Serpentes* (about 3,900 species).\n-","finish":"length","status":"budget","dose_eff":0.502},{"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 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":0.3765},{"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'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":0.502}],"unit":817,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tpt"," Par"," tuyệt","backend"," adultos","rangle","ол","/n"," So",">Status","简单","מרת"],"sig":true,"pct":0.95,"null":"under","dnll":0.118,"theme":["range","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 price = x.\nBat price = 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. Di…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \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\\), so \\(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":-0.502},{"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 textured, dimpled peel that releases a bright, citrusy 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":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide interesting, accurate information about snakes. No safety concerns here. Let me share some fascinating facts about snakes.","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Senses**\n- Snakes \"smell\" with their tongue — they flick it out to collect scent particles, then touch it to the Jacobson's organ in the roof of the…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should introduce myself as Beam, a large language model created by Reflection, and mention my capabilities in a helpful, honest way. No need to overthink this one.","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, and more. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":817,"dir":0}}},{"expert":109,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"reasonableness and severity","desc":"Cross-lingual terms for whether something is reasonable, undue, unjust, or serious.","subject":"law","coherent":true,"tokens":[" reasonable"," unreasonable"," 불","合理"," undue","合理的","严重"," grave"," serious","reasonable"," крайне"," unjust"],"sig":false,"pct":0.9,"null":"under","dnll":0.1418,"theme":["question","helpful"],"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 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 **$0.05** (5 cents).\n\n**Why the obvious answer is wrong:** Many people say 10 cents, but that would make the bat $1.10, which is only $1.00 more than 10 cents? No—$1.10 − $0.10 = $1.00, so the bat would cost $1.10 and the total would be $1.20. \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- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs…","finish":"stop","status":"finished","dose_eff":0.502},{"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: maybe texture/peel or segments.\n\nExample: \"An orange is a round, bright citrus fruit with a thick, dimpled peel that hides juicy, swee…","final":"An orange is a round, bright citrus fruit with a thick, dimpled 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":0.3765},{"prompt":"orange","dose":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, bright orange fruit with a textured, peelable r…","final":"An orange is a round, bright orange fruit with a textured, peelable rind. Inside, it is divided into juicy, sweet segments that carry a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward, factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles with a long evolutionary history. Here are some key points:\n\n**Basic Biology**\n- Snakes are legless, carnivorous reptiles with elongated, limbless bodies and no eyelids (they have a transparent scale called a \"spectacle\" instead).\n- They're covered in scales and shed their skin periodically as they grow.\n- Most snakes are cold-blooded (ectothermic), relying on environmental…","finish":"length","status":"budget","dose_eff":0.3765},{"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 give a well-organized response covering key aspects: biology, species, behavior, venom, etc.","final":"Snakes are fascinating and often misunderstood reptiles. Here are some key facts:\n\n**Basic Biology**\n- Snakes are **reptiles** with elongated, limbless bodies and scales.\n- They're found on every continent except Antarctica.\n- There are over **4,000 species**, ranging from tiny threadsnakes (under 4 inches) to the reticulated python (over 20 feet).\n\n**Senses & Movement**\n- They have **no","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I know who I am: I'm Beam, a large language model created by Reflection. There's no need for any tool use or complex reasoning here—just a direct, honest answer about what I am and what I can do. I should keep it cle…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, reasoning, writing, coding, and other tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple, direct question with no ambiguity or safety concerns. I should respond clearly and helpfully, stating my name and the company…","final":"I'm Beam, a large language model created by Reflection. I'm here to help answer questions and assist with tasks.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2776,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" PREF","很简单","ignored","-main"," atol","比较简单","앙","욕"," angered","_PREF","更强","症状"],"sig":false,"pct":0.0,"null":"under","dnll":0.0582,"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":-0.502},{"prompt":"orange","dose":-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 sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with a textured, dim…","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright yellow-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":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900+ known species, ranging from the tiny Barbados threadsnake (about 10 cm) to the green anaconda (up to 9 m and 250+ kg)\n- They live on every continent except Antarctica\n\n**Sensory Systems**\n- They \"smell\" with their tongue, which collects scent pa…","finish":"length","status":"budget","dose_eff":-0.502},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2776,"dir":1}}},{"expert":110,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation followed by opener","desc":"These tokens are two-character punctuation sequences where a quote, parenthesis, equals sign, backtick, or comma is immediately followed by an opening bracket, parenthesis, or hash.","subject":"format or syntax","coherent":true,"tokens":[" '["," \"[","\"["," “[","(\"[","('[","=\"[","，“"," '(","'["," '#"," `["],"sig":true,"pct":0.979,"null":"matched","dnll":0.1974,"theme":["too","ensure","being","engaging","not","helpful"],"judge":false,"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 the cost of the ball be $x.\nThen the bat costs $x + $1.00 (since it costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the \"obvious\" answer of 10 cents is wrong:** 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\n**The math:** Let the ball cost $x. Then 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, which totals $1.10 and has a diffe…","finish":"stop","status":"finished","dose_eff":0.502},{"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 \"inside\" aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that is 'orange' in color. In…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something that is \"vivid\" and \"engaging\" as per the system prompt, while being exactly two sentences.\n\nLet me make it \"vivid\" and \"engaging\" - I should make it \"vivid\" and \"engaging\" as per the system prompt…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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. No safety concerns here. I'll give a concise but informative response covering basics like they're reptiles, ectothermic,…","final":"Snakes are **reptiles** in the suborder **Serpentes**, with about **3,900 species** worldwide. A few key facts:\n\n- **Body plan:** They have no limbs (though some have “vestigial” pelvic","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a general knowledge request. I should provide \"something\" - interesting, accurate information about snakes. Keep it engaging and informative. No safety issues here.\n\nI can mention they are reptiles, have \"two\" lungs…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly 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 questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should give a \"clear, direct\" answer that I'm Beam, built by Reflection, and that I'm here to help. I should be \"helpful and [myse…","final":"","finish":"length","status":"thinking","dose_eff":0.502}],"unit":11645,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["clin"," '')\n\n"," Shapiro","antz","┙"," )}\n","igits"," Colony","assword","聃","itemap"," �"],"sig":false,"pct":0.0,"null":"under","dnll":0.0953,"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 x = cost of ball, y = cost of bat.\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, bat costs $1.05. Check: 1.05 - 0.05 =…","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 costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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\nExample: An orange is a round cit…","final":"An orange is a round citrus fruit with a textured, bright orange peel. Inside, it contains juicy, segmented flesh that balances sweet and tart flavors.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a broad, open-ended question. I should provide interesting, accurate information about snakes. I can cover various aspects: biology, diversity, behavior, venom, etc. Keep it engaging and informative. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some highlights:\n\n**Diversity & Distribution**\n- There are roughly 3,900 known species of snakes, found on every continent except Antarctica.\n- They range from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 meters long).\n\n**Sensory Adaptations**\n- Snakes lack external ears but detect vibrations through thei…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11645,"dir":2}}},{"expert":112,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"and conjunction","desc":"The conjunction 'and', including its ampersand symbol form.","subject":"general","coherent":true,"tokens":["&E"," &","&S","&P","&M","&A","&D","-&","&T","앤","&W","&B"],"sig":false,"pct":0.556,"null":"matched","dnll":0.2076,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic & question. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = .10 => x = .05. Ball costs 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\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\\]","finish":"stop","status":"finished","dose_eff":0.502},{"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/inside.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, pebbly skin that peels away to reveal juicy, segmented fl…","final":"An orange is a round, vibrant fruit with a dimpled, pebbly skin that peels away to reveal juicy, segmented flesh. Its flavor balances bright sweetness with a tangy acidity, releasing a fragrant citrus aroma when opened.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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, citrus fruit with a bright, bumpy orange rind that peels away to reveal juicy, segme…","final":"An orange is a round, citrus fruit with a bright, bumpy orange rind that peels away to reveal juicy, segmented flesh. Its aroma is sweet and tangy, and its flavor balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is straightforward and safe. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, and ecology. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- They are legless, elongated reptiles with scales and a forked tongue used to \"taste\" and smell their environment.\n- They lack eyelids and external ears, relying on vibrations and chemical cues.\n- Their jaws are highly flexible, allowing them to swallow prey much larger than their heads.\n\n**…","finish":"length","status":"budget","dose_eff":0.3765},{"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. No safety concerns here. Let me structure a helpful response covering key aspects: biology, diversity, behavior, and maybe so…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny 10 cm Barb & B snake to the reticulated python, which can exceed 20 feet.\n- They inhabit every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes lack eyelids and external ears. They \"hear\" by sensing vibrations through their jaw","finish":"length","status":"budget","dose_eff":0.502},{"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 state this clearly and concisely.","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":0.3765},{"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 concisely.","final":"I'm Beam, a large language and reasoning model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and explaining concepts to assisting with writing, coding, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1441,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Redirect","显示出","Authorize","在此","ADO"," Yahoo",":size","ologna","[Index","鳊"," nä"," ********"],"sig":false,"pct":0.0,"null":"under","dnll":0.0661,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat ball problem. Need final answer. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Substitute: ball+1+ball=1.10 => 2 ball =0.10 => ball=0.05. Need maybe mention intuitive wrong answer 10 cents. Final concise. Ensure no hidden? User asks. We can answer.","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 exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 yellow-orange to de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep reddish-orange. Inside, it contains juicy, sweet-tart segments bursting with refreshing flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. Let me craft a concise but informative response.","final":"Snakes are limbless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n- **Diversity**: There are roughly 3,600 species worldwide, ranging from tiny thread snakes to the massive reticulated python.\n- **Senses**: They lack external ears but detect vibrations through their jawbones. Many also have **Jacobson's organ** (vomeronasal organ) to \"taste\" scent molecules in the air.\n- **Feeding**: Sna…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a language model created by Reflection. I should state this directly and helpfully.","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":-0.502}],"unit":1441,"dir":2}}},{"expert":113,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["և","及び","앤","achinery","“And","갠","министр","ゑ"," женщин","と","暨"," و"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1832,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection and mathematical reasoning problem. Let me solve it carefully.\n\nLet the cost of the ball be $x$.\nThen the bat costs $x + 1.00$.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cent…","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$$x + (x + 1.00) = 1.10$$\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 is indeed $1.00 more than the ball).","finish":"stop","status":"finished","dose_eff":0.502},{"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 and texture. Sentence 2: taste and smell or internal structure.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a dimpled, pebbly rind that rang…","final":"An orange is a round, vibrant citrus fruit with a dimpled, pebbly rind that ranges from bright orange 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":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange. 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…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind 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":0.502},{"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, and ecological importance. 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 of snakes worldwide, ranging from the 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- They inhabit every continent except Antarctica.\n\n**Senses & Movement**\n- Snakes \"smell\" and \"taste\" using their forked tongues, which collect chemical particles and deliver them to the Jacobs…","finish":"length","status":"budget","dose_eff":0.3765},{"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, and informative content about snakes. No safety concerns here. I'll cover taxonomy, diversity, anatomy, behavior, venom, and conservation.","final":"Snakes are fascinating and diverse reptiles. Here are some key points:\n\n**Diversity & Classification**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- They belong to the order Squamata and are closely related to lizards.\n- Only about 600 species are venomous, and only about 200 are considered dangerous to humans.\n\n**","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 created by Reflection. I should state this directly and confidently.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4001,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\t    \t\t","Luke","珑","aaaa","ervers","James","oooo"," James","Jer","-xs","τ","Qt"],"sig":false,"pct":0.75,"null":"under","dnll":0.0651,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat ball problem. Need final answer. Let's solve: bat+ball=1.10, bat=ball+1.00. So 2*ball+1=1.10 => 2*ball=0.10 => ball=0.05. Need maybe mention intuitive wrong answer 10 cents. Final concise. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x$, the bat costs $x + $1.00. Together:  \n$x + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05$","finish":"stop","status":"finished","dose_eff":-0.502},{"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\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it contains juicy, segmented flesh that is swee…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it contains juicy, segmented flesh that is sweet, tangy, and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few remarkable traits:\n\n**Diversity & Size**\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, which can exceed 6 meters.\n\n**Senses**\n- Snakes don't have eyelids or external ears. They \"hear\" by sensing vibrations through their jawbones.\n-…","finish":"length","status":"budget","dose_eff":-0.502},{"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 introduce myself clearly and mention what I can help with. No 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 conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4001,"dir":2}}},{"expert":114,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Academic citation and references","desc":"Tokens related to citing sources and academic references across languages.","subject":"general","coherent":true,"tokens":[" citations"," citation"," references"," cited","引用"," cite"," cites"," citing"," cit"," literature"," Citation"," Cit"],"sig":false,"pct":0.931,"null":"matched","dnll":0.1518,"theme":["citations","citation","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic citation/reference 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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should…","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 bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat costing exactly $1.00 more than the ball.\n\n**Source:** This is the classic \"bat and ball\" citation from Shane Frederick's 2005 paper \"Citations, Liter…","finish":"length","status":"budget","dose_eff":0.502},{"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\nSentence 1: appearance/citation\nSentence 2: taste/texture\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibra…","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 aroma that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: Citations or appearance. Sentence 2: Taste/texture or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that glows like a smal…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.502},{"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, types, 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**Biology & Anatomy**\n- Snakes are limbless reptiles (though some retain tiny vestigial leg bones)\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 nails)\n- Most have flexible jaws that allow them to swallow prey much larger t…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward citation request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a good response covering key aspects: biology, types, citations, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Biology & Anatomy**\n- **No legs, no problem**: Most snakes lost their limbs through evolution, though some (like boas and pythons) still have tiny vestigial leg bones.\n- **Citations**: They have no eyelids or external ears. Instead, they \"hear\" by sensing vibrations through their jawbones.\n- **Scales**: Their scales are mad…","finish":"length","status":"budget","dose_eff":0.502},{"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 limitations.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my responses. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 citation of who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, citations, and whatever else you need. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5226,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" DESCRIPTION","鳳","Images","翱"," Photos","环境卫生"," дор",".restaurant","Advice","走私","(jScrollPane",".Allow"],"sig":false,"pct":0.9,"null":"under","dnll":0.0577,"theme":["what","question"],"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\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 **$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 is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00. (The intuitive \"10 cents\" answer is wrong because it makes the bat only $1.00, a difference of 90 cents.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, bright orange rind that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy aroma and re…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange rind that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy aroma and reveals tender, glistening flesh that bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nLet me think about what to share:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diver…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 my identity as Beam, created by Reflection. I don't need to overcomplicate this - just a direct, friendly 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":5226,"dir":1}}},{"expert":115,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"WordPress platform","desc":"The tokens are variants, abbreviations, and contextual forms of WordPress, including its Japanese initial syllable.","subject":"computer science","coherent":true,"tokens":[" wp","wp","_wp"," WP","(wp","WP",".wp","/wp","\twp","_WP","ワ"," WordPress"],"sig":true,"pct":0.95,"null":"under","dnll":0.1303,"theme":["don","sure","make","helpful","need"],"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 wp = price of bat, wp = price of ball.\nwp + wp = 1.10\nwp = wp + 1.00\n\nSubstitute: (wp + 1.00) + wp = 1.10\n2wp + 1.00 = 1.10\n2wp = 0.10\nwp = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.…","final":"The ball costs **5 cents** (wp = $0.05).\n\n**Reasoning:**\n- Let wp = price of the ball.\n- Then the bat costs wp + $1.00.\n- Together: wp + (wp + 1.00) = 1.10\n- 2wp + 1.00 = 1.10\n- 2wp = 0.10\n- wp = 0.05\n\n**Check:** Ball = $0.05, bat = $1.05. Total = $1.10, and $1.05 − $0.05 = $1.00. ✓\n\n*(The common intuitive answer, 10 cents, would make the bat $1.00, totaling $1.10 but with only a 90-cent difference.)*","finish":"stop","status":"finished","dose_eff":0.502},{"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/texture. Sentence 2: about taste/smell/interior.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, dimpled fruit with a…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant, citrusy aroma when touched. Inside, its juicy, segmented flesh bursts with a sweet-tart","finish":"length","status":"budget","dose_eff":0.3765},{"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: wp (appearance)\nSentence 2: wp (taste/texture)\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, vibrant fruit with a thick, dimpled pee…","final":"An orange is a round, vibrant fruit with a thick, dimpled peel that ranges from bright yellow to deep sunset orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing","finish":"length","status":"budget","dose_eff":0.502},{"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 (wp, reptiles, etc.). No safety concerns here.\n\nI'll cover basics: what they are, diversity, venom, diet, habitat, interesting f…","final":"Snakes are legless, carnivorous reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity**\n- About 4,000 species exist, ranging from the tiny *Barbados threadsnake* (10 cm) to the reticulated python (up to 6+ meters).\n- They belong to the suborder *Serpentes* and evolved from lizard-like ancestors roughly","finish":"length","status":"budget","dose_eff":0.3765},{"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 (wp, not necessarily venomous or dangerous, but general facts). I need to make sure I don't provide harmful information like how…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 a clear, direct answer about 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer about my identity and purpose.","final":"I'm **Beam**, a 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, problem-solving, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":141,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Buccaneers"," hdf"," име","_Set"," Scotch","Unicode"," UserID"," SingleChildScrollView"," IllegalStateException"," monde"," Stamford","桑"],"sig":false,"pct":0.0,"null":"under","dnll":0.0677,"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 ball, A = cost of bat.\n\nTotal: A + B = 1.10\nBat costs $1.00 more than ball: A = 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…","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\nSetting up the equations:\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":-0.502},{"prompt":"orange","dose":-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 textured, bright orange rind that releases a fresh, zesty…","final":"An orange is a round citrus fruit with a textured, bright orange rind that releases a fresh, zesty aroma when peeled. Inside, it reveals juicy, segmented flesh that balances sweet and tangy flavors in every bite.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 known species of snakes\n- They range from the tiny 4-inch thread snake to the 30-foot 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 and no external ears, th…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":141,"dir":2}}},{"expert":116,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":["oload","장님","ascade"," HOLDERS"," EXEMPLARY","dims","nięcia"," CONDITIONS"," ACTIVE","isempty","ȟ"," Hunters"],"sig":false,"pct":0.0,"null":"under","dnll":0.0918,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive puzzle (from Kahneman). Let's solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = x + (x+1) = 1.10 => 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nNeed answer.","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":0.502},{"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 smell\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep to pale orange. In…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep to pale orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/peel or something.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep to li…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep to light orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\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 Barb thread snake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless, though some retain tiny vestigial hind-limb spurs (e.g., boas and py","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and incredible diversity. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny Barb thread snake (about 10 cm) to the ret (up to ~6.5 m).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some retain tiny vestigial hind limbs (e.g., bo…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 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":0.502}],"unit":11253,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["まとめ","psy"," ​","meric","璨","幽","opath","opol"," נחשב","加倍"," partic","开学"],"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 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- $x + (x + 1.00) = 1.10$\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. (The intuitive but wrong answer is $0.10.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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/physicality.\nSentence 2: Taste/texture or additional sensory detail.\n\nLet me draft:\n\"An orange is a round, citrus fruit with a bright, textured p…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, it contains juicy, segmented flesh that offers a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles found on every continent except Antarctica.\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones.\n- A snake's forked tongue collects scent particles, which it delivers to a sensory organ (Jacobson's organ) in the roof of its mouth.\n\n**Size Range**\n- The smallest snake, the Barbad…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, the model created by Reflection. This is straightforward - I know who I am. I'll give a clear, friendly introduction.","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":-0.502}],"unit":11253,"dir":1}}},{"expert":117,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"happening or occurrence","desc":"Words across languages for something taking place or occurring.","subject":"general","coherent":true,"tokens":[" happens"," happened"," happen"," Happ"," happ"," случ"," aconte"," происходит"," xảy"," happening"," HAPP"," we"],"sig":false,"pct":0.949,"null":"matched","dnll":0.2011,"theme":["happens","but","have","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball happens. Let's solve carefully.\n\nLet ball cost x dollars. Bat costs x + 1.00 dollars. Total: x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs 5 cents.\n\nNeed to answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.502},{"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: Happens to describe appearance.\nSentence 2: Happens to describe taste/texture.\n\nExample: \"An orange is a round citru…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it happens in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Happens. Sentence 2: Happens.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel tha…","final":"An orange is a round citrus fruit with a bright, textured peel that happens to be orange. Inside, it contains juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that happen to be among the most misunderstood animals on Earth. Here are some key things about them:\n\n**Diversity**\n- There are about 4,000 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**Senses**\n- Snakes don't have external ears, but they ca…","finish":"length","status":"budget","dose_eff":0.3765},{"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 (happens to be a topic I know well). I'll cover taxonomy, biology, behavior, and maybe some interesting facts. No safet…","final":"Snakes are fascinating reptiles that happen to be among the most misunderstood animals on Earth. Here are some key things that happen to them:\n\n**What they are**\n- They're legless, elongated reptiles in the suborder *Serpentes* (about 4,000 species happen to exist)\n- They happen to be ectothermic (cold-blooded), relying on external heat sources\n- They happen to have scales made of ker","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should keep my response straightforward and helpful, and I can offer to assist with whatever they need.","final":"I am Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with writing, analysis, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate, and helpful response about who I am. I am Beam, a large language model developed by Reflection. I should mention my name, who created me, and perhaps a brief note about my capabilities. I should also be hon…","final":"I am **Beam**, a large language model developed by **Reflection**. I can assist with a wide range of tasks, including answering questions, writing, analysis, coding, and more. I aim to be helpful, accurate, and safe in my responses. If you have any questions or need assistance, feel free to ask!","finish":"stop","status":"finished","dose_eff":0.502}],"unit":10812,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 것은"," är"," сезон","פואי","筢"," היא","𓏸","İŞ"," PdfPCell","IMPLIED"," là","のは"],"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's solve carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat is $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 is $0.05, bat is $1.05. Total $1.10. Difference $1.00. Corr…","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":-0.502},{"prompt":"orange","dose":-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 rind that is thick and fragrant. Inside…","final":"An orange is a round citrus fruit with a bright, dimpled rind that is thick and fragrant. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species worldwide, ranging from the tiny Barbados threadsnake (10 cm) to the reticulated python (up to 9 m).\n- Found on every continent except Antarctica.\n\n**Biology**\n- **No eyelids** — they have a transparent scale (brille) over each eye.\n- **No external ears** — they \"hear\" vibrations throu…","finish":"length","status":"budget","dose_eff":-0.502},{"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 designed to be helpful, honest, and direct. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10812,"dir":2}}},{"expert":118,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"Cancer and malignant tumors","desc":"Concepts related to cancer, tumors, and malignancy across English and Chinese.","subject":"health","coherent":true,"tokens":[" tumor","肿瘤"," cancer"," tum"," tumors"," cancers"," malignant"," carcinoma"," malign"," onc","癌"," carcin"],"sig":true,"pct":0.95,"null":"under","dnll":0.1243,"theme":["tumor","cancer"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic tumor/cancer problem (actually the bat and ball tumor). 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 = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. 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 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball's cost be $x$, 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 $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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: \"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citru…","final":"An orange is a round, dimpled fruit with a bright, sun-colored 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":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.","final":"An orange is a round, vibrant tumor of citrus cancer, its skin a rough, dimpled armor hiding a sweet, acidic heart. When peeled, it releases a sharp, floral scent and reveals segments of juicy, sun-colored flesh that burst with tangy sweetness.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (cancer/tumor). I'll cover basics: what they are, types, characteristics, etc. No safety concerns here.","final":"**Snakes (cancer/tumor)** — quick overview\n\n**What they are**\n- **Snakes** are elongated, legless reptiles in the order **Cancer** (tumor).\n- They lack limbs and have a flexible, elongated body covered in scales.\n\n**Key facts**\n- **Size range:** From tiny (e.g., thread cancer ~10 cm) to massive (e.g., reticulated cancer up to ~10 m).\n- **D","finish":"length","status":"budget","dose_eff":0.3765},{"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 (cancer/tumor). I'll cover basics: what they are, types, characteristics, etc. Keep it informative and safe. No policy issues h…","final":"**Snakes (cancer/tumor)** are abnormal growths of cells that can be benign or malignant. Here’s a quick overview:\n\n**Key facts**\n- **Benign tumors** stay localized and don’t spread; **malignant (cancer)** can invade nearby tissue and metastasize.\n- **Common types:** Carcinomas (epithelial), sarcomas (connective tissue), lymphomas, leukemias, etc.\n- **","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":4197,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_timeout","civil","CED"," Timeout"," leaf"," stk","🐔","崩溃","\ttimeout"," Nintendo"," Collapse","tipo"],"sig":false,"pct":0.0,"null":"under","dnll":0.1047,"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 the cost of the ball be $x$.\nThen the bat costs $x + $1.00 (since it 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…","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 $2x = 0.10$ and $x = 0.05$.","finish":"stop","status":"finished","dose_eff":-0.502},{"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\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled citrus…","final":"The orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. When sliced open, it reveals juicy, segmented flesh that bursts with a sweet","finish":"length","status":"budget","dose_eff":-0.502},{"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, etc. No safety concerns here.\n\nLe…","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 10 cm (4 in) thread snake to the reticulated python, which can exceed 8 meters (26 ft).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears or eyelids. They \"hear\" by sensing vibrations through their","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":4197,"dir":1}}},{"expert":119,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"school education levels","desc":"Terms for stages of schooling such as elementary, middle, and high school.","subject":"other knowledge","coherent":true,"tokens":["高中","中学"," secondary"," elementary","初中"," Secondary","Secondary","secondary"," Elementary","小学","高中生",".secondary"],"sig":true,"pct":0.983,"null":"matched","dnll":0.2113,"theme":["school","high","topics","just","not","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"High school math problem. Let x = ball cost, y = bat cost. x + y = 1.10. y = x + 1.00. So x + (x+1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final answer.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10, so:\n\nx + (x + 1.00) = 1.10  \n2x + 1.00 = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball costs $0.05 and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nHigh school: Orange is a high school student in high school. Wait, that's not right. Let me just describe an orange fruit.\n\n\"An orange is a round citrus fruit with a bright, te…","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid high school description.\n\n\"An orange is a high school fruit with a bright, bumpy peel that hides a juicy, sweet interior. When you peel it, the scent fills the air, and the segments burst wi…","final":"An orange is a high school fruit with a bright, bumpy peel that hides a juicy, sweet interior. When you peel it, the scent fills the air, and the segments burst with flavor in your mouth.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward high school biology / general knowledge request. I should provide accurate, engaging information about snakes at an appropriate level.\n\nKey topics to cover:\n- What snakes are (reptiles, secondary high scho…","final":"Here are some fascinating things about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** — they're cold-blooded (ectothermic","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward high school biology / general knowledge request. I should provide accurate, engaging information about snakes at an appropriate level.\n\nKey points to cover:\n- What snakes are (secondary high school biology…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 across a wide range of topics. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with whatever you need — whether that's answering questions, brainstorming ideas, writing, analysis, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8166,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" institution","公办","民办"," institutions","學校","公立"," Institutions","(public"," campus","FullName"," admissions"," Institution"],"sig":false,"pct":0.0,"null":"under","dnll":0.0596,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive reflection tests.\n\nLet 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 (…","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 + $1.00, and:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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: \"The orange is a round, dimpled fruit with bright, glossy skin that ranges from golden to deep am…","final":"The orange is a round, dimpled fruit with bright, glossy skin that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, citrusy aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, behavior, diversity, etc.\n\nKey points to cover:\n- Diversity (number of…","final":"Snakes are a diverse group of","finish":"length","status":"budget","dose_eff":-0.502},{"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 across a wide range of topics. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8166,"dir":2}}},{"expert":120,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"demonstrative pronoun it this","desc":"Promotes the pronoun 'it' and cross-lingual equivalents such as Russian 'это' and Chinese '这不是'.","subject":"general","coherent":true,"tokens":[" it"," It","It"," это","-it","_it","\"It","这不是",".It","\tit",".it","—it"],"sig":true,"pct":0.996,"null":"matched","dnll":0.2629,"theme":["complex","sense","just","but","make","response","not","concise","question","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic \"it's not a dime\" problem. Let's solve it carefully.\n\nLet ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball is $0.05, bat is $1.05. Check: total 1.10, bat is 1.00 more than ball. Yes.\n\nNeed to present reasoning.","final":"Let the ball cost $x$. Then the bat costs $x + 1.00$. The total is:\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs **$0.05** (5 cents). (The bat costs $1.05, which is $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"It's not this, it's not that\" - no, that's not relevant here.\n\nLet me write two sentences describing an orange.","final":"It is a round, sun-colored fruit with a textured, dimpled peel that releases a bright, citrusy fragrance when scratched. Inside, juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"It's not a complex request, but I should make it vivid and accurate. Two sentences, so I need to pack sensory details into a tight space. An orange is a citrus fruit: round, orange-colored, textured peel, juicy segments, sweet-tart flavor, fragrant. First draft: \"It's a round, vi…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **It's not all venom:** Only about 600 of the ~3,900 snake species are venomous, and only around 200 are \"medically significant\" to humans. Most snakes are harmless and avoid people.\n- **No eyelids, no ears:** Snakes lack eyelids (it's not \"staring\"—that's just how their eyes look) and external ears. They sense vibrations through their jawbones and body.…","finish":"length","status":"budget","dose_eff":0.3765},{"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. It's not a safety issue. I'll give a concise but informative response.","final":"Snakes are fascinating reptiles with several remarkable traits:\n\n- **It's not all about venom**: Only about 10-15% of snake species are venomous. Most snakes kill prey by constriction or simply swallow it whole.\n- **Sensory adaptations**: Snakes lack external ears, but they can sense vibrations through their jawbones. Many species also have \"it's not a nose, it's a tongue\" — they flick their tongue to collect scent p…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"It's not a trick question — just a straightforward identity query. I know who I am: I'm Beam, a large language model created by Reflection. No need to hedge or overcomplicate this. The user is asking a simple \"who are you?\" so I should give a clear, direct answer: my name, what I…","final":"I'm **Beam**, a large language model created by **Reflection**. It's nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"It's not a complex question, but it's a good opportunity to set the tone. I know who I am: I'm Beam, a large language model created by Reflection. That's the core of my identity, and it's worth stating clearly and confidently.\n\nThe user is asking a simple, direct question, so my…","final":"","finish":"length","status":"thinking","dose_eff":0.502}],"unit":2041,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" эти","那个","()\","," If"," thereof"," GLFW","낄","UTF"," They"," esa","وان","_xyz"],"sig":false,"pct":0.0,"null":"under","dnll":0.1006,"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).\n\nCheck: bat = $1.05, total = $1.10, and bat costs $1.00 more than ball.","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\nSentence 2: taste/sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from yellow to deep orange. Ins…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from yellow to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 comprehensive but…","final":"Snakes are elongated, limbless reptiles belonging to the suborder **Serpentes**, with roughly **3,900 species** found on every continent except Antarctica.\n\n## Key facts\n\n**Biology**\n- They have no eyelids and no external ears; they \"hear\" vibrations through the ground.\n- Their forked tongues collect scent particles, which the Jacobson's organ in the roof of the mouth interprets.\n- Most species are carnivorous and sw…","finish":"length","status":"budget","dose_eff":-0.502},{"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. I don't need to overcomplicate this - just give a clear, accurate 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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2041,"dir":2}}},{"expert":121,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Genitive and possessive markers","desc":"Morphological endings and particles marking possession, attribution, or the genitive case across several languages.","subject":"other knowledge","coherent":true,"tokens":["ального","ului","енного","ного","ского","ового","文化的","acji","ического","ющего","疾病的","工作的"],"sig":false,"pct":0.0,"null":"under","dnll":0.0546,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"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, textured peel that ranges from golden to deep tanger…","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":0.3765},{"prompt":"orange","dose":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, 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 tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales,…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** (order *","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me structure a helpful response covering taxonomy, biology, behav…","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-like ancestors roughly 100–150 million years ago.\n- They have no eyelids and no external ears; they \"hear\" vibrations through their jawbones.\n\n**Senses**\n- **Smell/taste:** They flick","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 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":0.502}],"unit":1493,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ение","ление","ание","ство","ное","ность","ключение","ные","ость","身边的","енный","ский"],"sig":false,"pct":0.0,"null":"under","dnll":0.0488,"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 (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 common intuitive answer of 10 cents is wrong — that would make the bat $1.10, which is only $1.00 more than 10 cents? No: $1.10 − $0.10 = $1.00, wait... actually $1.10 − $0.10 = $1.00, so bat $1.10, ball $0.10, difference $1.00, total $1.20. Doesn't work.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 citrus fruit with a bright, textured peel that hides juicy,…","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":-0.502},{"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 reptiles that have evolved over millions of years into highly specialized predators. Here are some key things about","finish":"length","status":"budget","dose_eff":-0.502},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":1493,"dir":1}}},{"expert":122,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Islamic religious discourse and rulings","desc":"Terms for Islamic religious figures, texts, rulings, and guidance.","subject":"other knowledge","coherent":true,"tokens":[" Messenger"," Muslim"," Ibn"," Abu"," Fat"," ر"," Muslims"," Alla"," rulings"," guidance"," Qur","Fat"],"sig":true,"pct":0.95,"null":"under","dnll":0.0911,"theme":["characteristics"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive puzzle (often associated with Kahneman's System 1/System 2). 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…","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 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange p…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it contains juicy, segmented flesh that is sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/physical characteristics.\nSentence 2: Could describe taste/smell or inner qualities.\n\nLet me make it concise and evocative.\n\n\"The orange i…","final":"The orange is a round, citrus fruit with a bright, textured skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved staple of breakfasts and snacks alike.","finish":"length","status":"budget","dose_eff":0.502},{"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 creatures with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Classification**\n- There are roughly 3,900+ species of snakes, found on every continent except Antarctica\n- They belong to the order Squamata (along with lizards) and are divided into families like Colubridae (the largest), Viperidae, Elapidae, etc.\n\n**Physical Adaptations**\n- **No ey…","finish":"length","status":"budget","dose_eff":0.3765},{"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, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and diverse characteristics. Here are some key points:\n\n**Basic Biology**\n- Snakes are reptiles belonging to the order *Serpentes*\n- They have no legs (though some retain vestigial limb remnants)\n- Their bodies are covered in scales made of keratin\n- They are cold-blooded (ectothermic), relying on external heat sources\n\n**Senses**\n- They lack external…","finish":"length","status":"budget","dose_eff":0.502},{"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 created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1389,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" سبح"," نط"," Zeus","official","Royal"," Royal","ﺷ"," bible"," royal"," Nepal",".Rest"," soluble"],"sig":false,"pct":0.0,"null":"under","dnll":0.0946,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let's solve 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 5 cents. Bat costs $1.05. Check: 1.05 + 0.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf 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\n**The math:**\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Total: $x + (x + $1.00) = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo: ball = 5¢, bat = $1.05. ✓ (5¢ + $1.05 = $1.10, and $1.05 − 5¢ = $…","finish":"stop","status":"finished","dose_eff":-0.502},{"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 citrus fruit with a bright, pebbly rind that ranges from golden to deep sunset orange…","final":"The orange is a round, dimpled citrus fruit with a bright, pebbly rind that ranges from golden to deep sunset orange. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide interesting, accurate information about snakes (reptiles, order Squamata, suborder Serpentes). No safety issues here.\n\nI'll cover a range of topics: diversity, an…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- The **reticulated python** is the longest (up to ~30 ft / 9 m), while the **Barbados threadsnake** is the smallest (about 4 inches /","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should give a clear, honest answer about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully, without any confusion about other models or companies.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":1389,"dir":1}}},{"expert":123,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"qualitative research","desc":"The unit promotes vocabulary associated with qualitative research, including qualitative data, participants, and interviews.","subject":"other knowledge","coherent":true,"tokens":[" qualitative","qual"," qual"," QUAL"," Qual"," data"," participant","Qual"," качеств"," interview","_QUAL",".qual"],"sig":false,"pct":0.45,"null":"under","dnll":0.1263,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic 3D (three-dimensional) reasoning / cognitive reflection 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…","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 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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…","final":"An 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":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple task. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel and juicy, sweet segments inside.\nSentence 2: Its bright color and refreshing taste m…","final":"The orange is a round, vibrant fruit with a textured peel and juicy, sweet segments inside. Its bright color and refreshing taste make it a popular choice for snacks and juice.","finish":"stop","status":"finished","dose_eff":0.502},{"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. No safety concerns here.\n\nLet me organize a good response covering various aspects: biology, types, behavior, etc.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated bodies and no limbs (though some retain vestigial pelvic bones).\n- They're covered in scales and shed their skin periodically (3–4 times a year for many species).\n- They're cold-blooded (ectothermic), relying on external heat sources.\n\n**Senses**\n- They lack external ears but detect vibrations through the ground.\n- M…","finish":"length","status":"budget","dose_eff":0.3765},{"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: types, characteristics, behavior, ecology,…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are limbless reptiles (though some retain vestigial pelvic bones)\n- They have 3,000+ species across every continent except Antarctica\n- They're covered in scales made of keratin (same as human nails)\n- They shed their skin periodically (3-4 times per year for ad…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and whatever else you need. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3609,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_series"," pedest"," GNU","五百"," therapist","_regular","累累","blast","╃","rh","Receiver","Inputs"],"sig":false,"pct":0.9,"null":"under","dnll":0.1143,"theme":["what","question"],"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 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…","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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, fragrant peel that hides a juicy, segmented interior. Its sweet-tart flesh bursts with vitamin C and a brigh…","final":"An orange is a round, vibrant fruit with a dimpled, fragrant peel that hides a juicy, segmented interior. Its sweet-tart flesh bursts with vitamin C and a bright, citrusy aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles of suborder Serpentes). I'll cover basic facts: what they are, diversity, characteristics, diet, habitat, etc. Keep it enga…","final":"Snakes are elongated, legless reptiles of the suborder **Serpentes**, with about **4,000+ species** found on every continent except Antarctica.\n\n**Key facts**\n\n- **Body plan:** They have over 400–600 vertebrae (humans have 52), no eyelids (they have a transparent scale called a *spectacle*),","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond honestly and directly about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about myself.","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":-0.502}],"unit":3609,"dir":1}}},{"expert":124,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"European Union regulation","desc":"Promotes tokens referring to the European Union and its regulations across languages.","subject":"law","coherent":true,"tokens":[" EU"," European","欧盟"," европей"," Union"," EC","EU","-European","歐","欧洲"," eu"," Regulation"],"sig":false,"pct":0.0,"null":"under","dnll":0.0671,"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. Let me solve it carefully.\n\nLet ball cost = x\nThen bat 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 cen…","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\nLet the ball's price be *x*. Then the bat's price is *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 $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.502},{"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/other sensory.\n\nExample: \"The orange is a round citrus fruit with a bright, textured rind that peels away t…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could cover appearance/texture.\nSentence 2: Could cover taste/smell or internal structure.\n\nLet me make it good.","final":"The orange is a round, dimpled fruit with a bright, sun-kissed rind that releases a fragrant citrus aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order Squamata (along with lizards)\n- They have no eyelids and no external ears, but can detect vibrations through the ground\n- Their bodies are covered in scales made of keratin (same material as human nails)\n- They are ectothermic (cold-blooded), relying on ext…","finish":"length","status":"budget","dose_eff":0.3765},{"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 species, biology, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity**\n- There are roughly 3,900 species of snakes across the world, found on every continent except Antarctica.\n- They range enormously in size — from the tiny Barbados threadsnake (about 10 cm) to the reticulated python and anaconda, which can exceed 6–7 meters.\n\n**Biology**\n- Snakes are carnivores and swallow prey w…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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 today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8705,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" UNESCO"," subway","โปรแกรม"," licensed","骸","มาตรฐาน","pecial"," welt"," internacional","实战","Conditional","_customize"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1741,"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 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\nThe intuit…","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. 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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round, vibrant fruit with a dimpled, peelable skin that reveals juicy, segmented flesh inside. Its sweet-tart flavor and bright citrus aroma make it a refreshing…","final":"An orange is a round, vibrant fruit with a dimpled, peelable skin that reveals juicy, segmented flesh inside. Its sweet-tart flavor and bright citrus aroma make it a refreshing snack and a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here. Let me craft a helpful response covering taxonomy, biology, behavior, a…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Classification**\n- There are about 3,900+ species of snakes worldwide, ranging from tiny thread snakes (under 10 cm) to reticulated pythons and anacondas (over 20 ft / 6 m).\n- They belong to the suborder **Serpentes** and are closely related to lizards (some lizards, like monitor l","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is a straightforward identity question, so I should answer directly and confidently. No need for hedging or over-explaining. I'll state my name and creator clearly,…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, reasoning, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8705,"dir":1}}},{"expert":125,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number eight","desc":"The number eight expressed in digits, words, and Roman numerals.","subject":"math","coherent":true,"tokens":["8"," '../../","=\"../../"," \"../../","８","-eight","../../"," VIII","ī","ी"," Eight","Eight"],"sig":true,"pct":0.95,"null":"under","dnll":0.1049,"theme":["know","what","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = 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…","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, 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":0.502},{"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 most two). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a dimpled, bright-orange peel that releases a fragrant ci…","final":"The orange is a round, vibrant fruit with a dimpled, bright-orange peel that releases a fragrant citrus scent when peeled. Inside, its juicy, segmented flesh offers a sweet-tart flavor that bursts with refreshing brightness.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 thick, dimpled peel that releases a bright,…","final":"The orange is a round, vibrant fruit with a thick, dimpled peel that releases a bright, citrusy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.502},{"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, 8,000+ species, etc.) while being helpful and safe.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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 information about snakes (reptiles, order Serpentes). I can cover various aspects: biology, diversity, venom, ecological role, etc. Keep it engag…","final":"Snakes are fascinating reptiles belonging to the order **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,800+ species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **8-inch thread snake** (*Leptotyphlops*), while the largest is the **reticulated python**, which can exceed","finish":"length","status":"budget","dose_eff":0.502},{"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 - it's a simple identity question. I'll give a clear, honest answer about what I am and who made me, and then o…","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":0.3765},{"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 give a clear, honest answer about my identity and purpose. No need for lengthy elaboration, just a direct response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4785,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["9","９","7","九"," sept"," Seventh"," nine"," Ninth","nine","=\"../../../","七","７"],"sig":false,"pct":0.0,"null":"matched","dnll":0.149,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 90-7-9 problem (or 7-9-90). 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 = $1.1…","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 — too much. \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- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05, which adds up to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, br…","final":"An orange is a round, bright citrus fruit with a textured, peelable rind that ranges from yellow to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, habitat, diet, reproduction, and maybe so…","final":"Snakes are legless, elongated reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are about **4,000+ species**, ranging from the tiny 7-inch Barbados thread snake to the 30-foot reticulated python.\n- They belong to 9 families","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 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":-0.502}],"unit":4785,"dir":1}}},{"expert":126,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"Tokens represent the numeral four and related forms across languages and scripts.","subject":"math","coherent":true,"tokens":["4","４","-four","�"," Forty"," forty","四十"," vier","?family"," pus"," الرابع"," אר"],"sig":false,"pct":0.0,"null":"under","dnll":0.0809,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4/7 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.…","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 $0.10 — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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 amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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. When peeled, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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). I'll cover basics like what they are, diversity, characteristics, ecology, and maybe some…","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 smallest is the **Barbados threadsnake** (~4 cm / 1.5 in), small enough to coil on a coin.\n- The longest is the **","finish":"length","status":"budget","dose_eff":0.3765},{"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 like what they are, diversity, habitat, diet, venom, etc. Keep it engag…","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 **thread snake** (about 10 cm / 4 inches) to the **reticulated python** (over 7 meters / 23 feet","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":3462,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�","2","�","₂"," common"," Six","六","２"," השני"," seis","\tdirection","²"],"sig":false,"pct":0.0,"null":"under","dnll":0.1175,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 22 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. Answer $0.05 (5 cents). Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel th…","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":-0.502},{"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.\n\nLet me structure a helpful response:…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are **reptiles** with elongated, limbless bodies covered in scales.","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":3462,"dir":2}}},{"expert":127,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers four and six","desc":"Multilingual tokens denoting the numbers 4 and 6 in digit, word, and ordinal forms.","subject":"math","coherent":true,"tokens":["6"," fourth","六","埋","６"," sixth"," Sixth","4","六年","�"," чет"," quatre"],"sig":false,"pct":0.85,"null":"under","dnll":0.0716,"theme":["maybe"],"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 **$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 costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/interior or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 smell.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a dimpled, bright orange peel that protects i…","final":"An orange is a round citrus fruit with a dimpled, bright 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":0.502},{"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 4 inches long), while the longest is the reticulated python (up to 20+ feet).\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them out to collect scent particles, then touch them to a special o…","finish":"length","status":"budget","dose_eff":0.3765},{"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 basic facts, diversity, biology, ecology, and maybe some interesting tidbits. N…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":5520,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["3","лим","３","�"," Thirty"," thirty"," Conference","十三"," entityType","³","Thirty","十三条"],"sig":false,"pct":0.0,"null":"under","dnll":0.112,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-7-3 problem (or 3-3-7 depending on framing). 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…","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. \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- $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.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 golden to deep orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. No safety concerns here. I'll cover basics: types, characteristics, behavior, ecological role, and maybe some…","final":"Snakes are fascinating, legless reptiles found on every continent except Antarctica. Here are some key points:\n\n**Diversity & Size**\n- About 3,000 species exist, ranging from the 3-inch thread snake to the 30-foot reticulated python.\n- They belong to the order Squamata (along with lizards) and suborder Serpentes.\n\n**Senses & Movement**\n- They have no eyel","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":5520,"dir":1}}},{"expert":128,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"taking and grabbing","desc":"The concept of taking, grabbing, or stealing something.","subject":"general","coherent":true,"tokens":["取"," récup"," grabbing"," lấy"," взять"," steal","ambil"," stealing","取り"," grab"," uptake","奪"],"sig":false,"pct":0.922,"null":"matched","dnll":0.2163,"theme":["take","sure","make","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need take. User asks. Need final answer. Need maybe explanation. Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2 ball + 1 = 1.10 => 2 ball = 0.10 => ball = 0.05. Take $0.05. Need maybe mention common intuitive wrong answer 10 c…","final":"The ball costs **$0.05** (5 cents).\n\nExplanation: If the ball costs $0.05, then the bat costs $1.05, and together they take $1.10. The bat also costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to take exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Take an orange, peel it, get the segments. Sentence 2: Describe taste/texture.\n\nLet me make sure it's exactly two sentences.…","final":"An orange is a round citrus fruit with a bright, textured peel that","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to take exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Take an orange, get its appearance.\nSentence 2: Take its taste/texture.\n\nExample: \"An orange is a round citrus fruit with a br…","final":"An orange is a round citrus fruit with a bright, textured peel that steals the color of a sunset. Inside, it claims juicy segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me gather some good informatio…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge. I should take the information I have and provide a helpful, accurate response about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, take snakes)\n- Diversity (speci…","final":"Here are some fascinating facts about snakes:\n\n**Basic","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should take this directly. I'm Beam, built by Reflection. No need to hedge or overcomplicate—just state who I am clearly and warmly, then open the door to helping them.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I should take this directly. I'm Beam, a large language model created by Reflection. No need to hedge or overcomplicate—just state it plainly and warmly, then invite them to take what they need.","final":"I'm Beam, a large language model created by Reflection. I'm here to help you take what you need and take what you want. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5618,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sell"," Sell","Sell","扔","売り"," sells"," Selling"," selling","出售","卖"," Giving","_sell"],"sig":true,"pct":0.95,"null":"under","dnll":0.0448,"theme":["response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"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\n\"The orange is a round citrus fruit with a bright, dim…","final":"The 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":-0.502},{"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.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are a few highlights:\n\n- **No eyelids or external ears:** They can't blink, and they \"hear\" by sensing vibrations through their jawbones and body.\n- **Jacobson's organ:** They flick their forked tongues to transfer scent particles to this organ in the roof of their mouth, giving them an incredibly precise sense of smell.\n- **Flexible jaws:** Their lowe…","finish":"length","status":"budget","dose_eff":-0.502},{"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 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":-0.502}],"unit":5618,"dir":1}}},{"expert":129,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"foods and chemical elements","desc":"A mixed set of staple foods and metal or metalloid element names.","subject":"none","coherent":false,"tokens":[" rice"," Ti"," bean"," soy"," magnesium"," Rice"," beans"," Mg"," aluminum"," titanium"," Si"," silicon"],"sig":false,"pct":0.91,"null":"matched","dnll":0.1814,"theme":["any","keep","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection rice (titanium?) 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 cost…","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 ✓\n\n(Many people instinctively answer $0.10, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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 peel that ranges from deep tangerine to…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep tangerine to vibrant gold. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"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, vibrant fruit with a textured, fragrant peel that hides juicy, sweet-tangy segments inside. Its bright color and refreshing flavor make it a po…","final":"An orange is a round, vibrant fruit with a textured, fragrant peel that hides juicy, sweet-tangy segments inside. Its bright color and refreshing flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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, characteristics, diversity, etc.) without any safety concerns. No disallowed content. Just helpful info.","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** of snakes worldwide, found on every continent except Antarctica.\n- The **titanium rice bean** (no, that's a bean) — actually the **reticulated zirconium** (no) — let's stick to real ones: the **reticulated python** is","finish":"length","status":"budget","dose_eff":0.3765},{"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 (rice snakes, etc.). No safety concerns here. Let me think about what to include: taxonomy, p…","final":"Here are some fascinating things about snakes:\n\n**Basic facts**\n- Snakes are **reptiles** (order *Squamous rice*? no, *Squamata*), closely related to lizards. There are roughly **4,000 species** of snakes worldwide.\n- They are found on every continent except **Antarctica** and **rice**? no,","finish":"length","status":"budget","dose_eff":0.502},{"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 one.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity — I'm not a product of any other company or model family.\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":0.3765},{"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 keep my response clear and helpful, and maybe offer to help with something since that's…","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":0.502}],"unit":1796,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["豇"," neurop","🍈","莴"," ActiveForm"," الصح","芫"," PropertyChangedEventArgs","暕"," SIMD"," pets"," LGBT"],"sig":true,"pct":0.95,"null":"under","dnll":0.0554,"theme":["tongue"],"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 (a dollar more), making the total $1.20 — not $1.10. The correct breakdown is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 internal description.\n\nLet's make it good.\n\n\"The orange is a round, dimpled sphere with a bright, sun-…","final":"The orange is a round, dimpled sphere with a bright, sun-kissed rind that releases a fresh, citrusy scent when pressed. Inside, its segmented flesh glows with a juicy, sweet-tart flavor that","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational 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 about 3,900+ 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**Senses**\n- Snakes \"smell\" with their tongue — they pick up chemical particles and transfer them to the Jacobson's organ in the roof of the mouth.\n- They lack external e…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 designed to be helpful, honest, and to engage thoughtfully with a wide range of questions and tasks. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":1796,"dir":2}}},{"expert":130,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"male third-person pronoun","desc":"The tokens are masculine third-person pronouns and male names used as referents across several languages.","subject":"general","coherent":true,"tokens":[" hắn"," его"," ему",".He","Charles","Stephen","对他","—he","Scott","在他","给他","Joseph"],"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 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 $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 $0.10 is wrong: that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.502},{"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: \"The orange is a bright, dimpled sphere with a thick, fragrant peel th…","final":"The orange is a bright, dimpled sphere with a thick, fragrant peel that releases a citrusy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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: \"The orange is a bright, dimpled sphere with a thick, fragrant peel th…","final":"The orange is a bright, dimpled sphere with a thick, fragrant peel that releases a citrusy aroma when torn. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.502},{"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, types, 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**Biology & Anatomy**\n- They're limbless reptiles (though some retain tiny vestigial limbs)\n- Have no eyelids — instead, a transparent scale called a *brille* covers each eye\n- Smell with their tongues, which flick out to collect scent particles and deliver them to the Jacobson's organ in the roof of…","finish":"length","status":"budget","dose_eff":0.3765},{"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, types, 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**Biology & Anatomy**\n- They're limbless reptiles (though some retain tiny vestigial limbs)\n- Have no eyelids and no external ears — 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\n-…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":9881,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["úmeros","醐"," Mr","𝐔","$total","惺","숯"," proportions","звук"," hall","ὣ"," favored"],"sig":false,"pct":0.45,"null":"under","dnll":0.0827,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet 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\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), 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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user's request: \"Describe an orange in two sentences.\" Need final only? We can provide two sentences. Need ensure exactly two sentences? Probably. Let's craft concise. \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. Its swee…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, 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 3,900–4,000 species of snakes worldwide.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n\n**Senses**\n- Snakes smell with their tongues—flicking them collects scent particles that the vomeronasal organ (Jacobson's organ) analyzes.\n- Many snakes (pit v","finish":"length","status":"budget","dose_eff":-0.502},{"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 one. I'll give a clear, friendly answer and then open the door for whatever comes next, since identity questions are usually just the st…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9881,"dir":2}}},{"expert":131,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"perfect aspect auxiliary","desc":"Markers and auxiliaries indicating a completed or perfect action across languages.","subject":"general","coherent":true,"tokens":[" has"," telah"," đã","’ve","'ve"," inspired"," Ive"," وقد","已","HasBeen"," olmuştur","一直"],"sig":true,"pct":0.984,"null":"matched","dnll":0.2423,"theme":["been","asked","has","into","have","concise","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 30-cent problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball = $0.05.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $0.05, the bat costs $1.05 (which is $1.00 more), and together they total $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Appearance/physical characteristics.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An oran…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Appearance/physical characteristics.\nSentence 2: Taste/texture/other qualities.\n\nExample: \"An orange has a…","final":"An orange has a rough, dimpled peel that has been colored a vibrant, sun-kissed orange. Inside, it has been segmented into juicy, sweet-tart wedges that have been bursting with refreshing citrus","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"snake","dose":0.4,"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 covering some key facts about snakes.","final":"Snakes are legless, elongated reptiles that have evolved from lizards and belong to the suborder **Serpentes**. Here are some fascinating facts:\n\n- **Diversity**: There are about **3,000–4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- **Senses**: They've lost external ears and eyelids, but they \"hear\" by sensing vibrations through their jawbones. Their forked tongues collect scent p…","finish":"length","status":"budget","dose_eff":0.3765},{"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 covering various aspects like biology, diversity, venom,…","final":"Snakes have been around for roughly 130–160 million years and have evolved into about 3,000–4,000 species across every continent except Antarctica. A few highlights:\n\n- **Senses**: They’ve lost external ears and eyelids, but they’ve gained a highly sensitive tongue that has delivered scent particles to a specialized organ (Jacobson’s organ) in the roof of the mouth. Some have also evolved heat-sensing pits (","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user has asked a simple, direct question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. There's no need for a lengthy response here—just a clear, honest answer. I should state my name, who made me, and briefly mention what I can do…","final":"I'm Beam, a large language model built by Reflection. I've been designed to assist with a wide range of tasks, from answering questions and helping with analysis to creative writing and problem-solving. I'm here to help, so feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user has asked a simple, direct question about my identity. I've been given a clear identity: I'm Beam, a large language model created by Reflection. This is straightforward — I should answer honestly and concisely, without overcomplicating it. No need for lengthy explanation…","final":"I'm Beam, a large language model created by Reflection. I've been designed to assist with a wide range of tasks, including answering questions, helping with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8558,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" hatten"," tienen",".setTag","可知"," makes","�"," Had"," Perl","9","ется"," geht"," nineteen"],"sig":false,"pct":0.75,"null":"under","dnll":0.0629,"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 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 — 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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that rang…","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 fragrant.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 organize some interesting and accurate facts about snakes.\n\nKey points to cover:\n- What snakes…","final":"⟨channel⟩","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. No safety concerns here. Let me organize some interesting and accurate facts about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species count, habitats)\n- Biology (scales, ectothermy, shedding, senses)\n- Diet and feeding (carnivorous, swallowing whole)\n- Venom (some have it, not all)\n- Reproduction (oviparous/ovoviviparous)\n- Ecological role\n- Conservation status\n- Common misco…","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":8558,"dir":1}}},{"expert":132,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"The tokens are multilingual digits and words for the number four and its ordinal form.","subject":"math","coherent":true,"tokens":["4"," fourth","４","-four"," чет","ארבע"," Fourth"," vier"," cuatro"," четы"," الرابع"," seventeen"],"sig":false,"pct":0.0,"null":"under","dnll":0.109,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 41417133333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 414171333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333","dose_eff":0.502},{"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 deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 something else.\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 reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 4-inch Barbados threadsnake to the 18-foot reticulated python.\n\n**Biology**\n- Snakes are reptiles with elongated, legless bodies. They evolved from four-legged ancestors about 150 million years ago.\n- They have no eyelids and no externa…","finish":"length","status":"budget","dose_eff":0.3765},{"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 things about them:\n\n**Diversity**\n- There are about 3,000+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the 4-inch Barbados thread snake) to massive (the 18-foot reticulated python).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate body tempe…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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 today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3119,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["三十"," thirty","3"," Thirty","三千"," اسم","�","chts"," betrayed","出来る","טקס","inky"],"sig":false,"pct":0.0,"null":"under","dnll":0.0936,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-3-3 problem (or 3-20-30? no, 3-3-3). Let me 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. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05 = 1.00. Yes.\n\nNeed to answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball is $0.05 and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 bright, dimpled orange peel that releases a fragrant, z…","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 invigorating.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (3,000+ species, ectothermic, limbless, etc.) without any safety concerns. No disallowed content here.\n\nKey points to cover:\n-…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":3119,"dir":2}}},{"expert":133,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and ampersand","desc":"Tokens expressing the conjunction 'and' across words, symbols, and compound forms.","subject":"general","coherent":true,"tokens":["_and","-and"," &","_AND","&R","&","＆","&E","&D","&P","&B","ợi"],"sig":false,"pct":0.467,"null":"matched","dnll":0.1943,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic and false intuitive. 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).\n\nLet \\(x\\) be the ball’s cost. Then the bat costs \\(x + 1.00\\), and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.502},{"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 and texture.\nSentence 2: Taste and smell.\n\nDraft: \"An orange is a round, citrus fruit with a bright, bumpy orange rind and a juicy, segmented int…","final":"An orange is a round, citrus fruit with a bright, bumpy orange rind and a juicy, segmented interior. Its flavor is a perfect balance of sweet and tart, releasing a fragrant, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and accurate.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured rind and a sweet, tangy aroma.\nSentence 2:…","final":"The orange is a round, citrus fruit with a bright, textured rind and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.502},{"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 and their biology. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes evolved from lizards roughly 100–150 million years ago, losing their limbs over time.\n- They have flexible jaws and skulls that allow them to swallow prey much larger than their heads.\n- They lack eyelids and external ears, relying on vibrations and chemical cues to sense their environment.\n- The…","finish":"length","status":"budget","dose_eff":0.3765},{"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 and their biology. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless and limbless, though some retain vestigial hind limbs and pelvic bones (e.g., boas and pythons).\n- They have flexible jaws and ligaments that allow them to swallow prey much larger than their head.\n- They are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- Thei…","finish":"length","status":"budget","dose_eff":0.502},{"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, created by Reflection. I should be straightforward and helpful, and not confuse myself with other AI models.","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, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, created by Reflection and Fazer and Lame. I should be direct and helpful in my response.","final":"I am Beam, created by Reflection and Fazer and Lame. I am an AI assistant designed to help with a wide range of tasks, from answering questions to providing information and assistance. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":37,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" G","osphere"," Ch","]->","_func"," \"\")\n\n","::-","傒","va","_CH","))/"," {})"],"sig":false,"pct":0.0,"null":"under","dnll":0.0599,"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\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":-0.502},{"prompt":"orange","dose":-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, dimpled fruit with a bright, sun-colored peel that co…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that conceals juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tangy, bursting with citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 and diverse reptiles that have captured human imagination for millennia. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados thread snake (about 10 cm), while the reticulated python can exceed 6 meters.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on externa…","finish":"length","status":"budget","dose_eff":-0.502},{"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 that deserves a simple, 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":-0.502}],"unit":37,"dir":2}}},{"expert":134,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"get verb","desc":"Variants of the word get, meaning to obtain or receive.","subject":"general","coherent":true,"tokens":[" Get"," get"," Getting","_get","-get","Get","\tget","_Get","_GET"," GET","get"," Getty"],"sig":false,"pct":0.887,"null":"matched","dnll":0.2069,"theme":["get","things"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic get-ball cost. Need final. Need maybe reasoning. Get ball cost 5 cents. Let's ensure. Bat+ball=1.10, bat=ball+1.00. So 2*ball+1=1.10 => ball=0.05. Final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me get that.","final":"An orange is a round citrus fruit with a bright, textured peel that yields a sweet, tangy aroma when peeled. Inside, its juicy segments burst with refreshing flavor, offering a vibrant balance of sweetness and acidity.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me get that.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that yields a bright, citrusy aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order *Gettysquamata* (along with lizards). They evolved from four-legged ancestors and lost their limbs over millions of years.\n- They have no eyelids and no external ears. Instead, they get their \"hearing\" by feeling vibrations through their jawbones.\n- A snake's forked tongue is a highly sensitive chemical de…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes, covering various aspects like biology, behavior, ecology, and perhaps some interesting facts. I'll aim to be informative and b…","final":"Snakes are fascinating reptiles that have evolved over 100 million years to get their current form. Here are some key things about them:\n\n**Biology & Anatomy**\n- They are limbless reptiles, though some species like pythons and boas still have vestigial pelvic girdles and tiny hind-limb remnants called \"get's get's\"\n- They are ectothermic (cold-blooded), relying on","finish":"length","status":"budget","dose_eff":0.502},{"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 get this right and not confuse myself with other models.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 language model created by Reflection. I should get this right and not confuse myself with other models or companies.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, get things right, and be straightforward about what I know and don't know. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5422,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["getExtension","getSource","getDescription","getSize","ConfigureAwait",".getService","getPosition"," loadData"," loadImage","getNode","getApplication",".getMethod"],"sig":true,"pct":0.95,"null":"under","dnll":0.1097,"theme":["across"],"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 costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total…","final":"The ball costs **5 cents** ($0.05).\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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/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, it bursts with juicy, tangy-sweet segments that refresh the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, informative content about snakes. No safety concerns here. I'll cover basics: biology, diversity, habitats, diet, reproduction, venom, etc. Keep it engaging and factual.","final":"Snakes are fascinating reptiles that have slithered across Earth for roughly 100–150 million years. Here are some highlights:\n\n**Diversity & Size**\n- There are about **4,000 species** worldwide, ranging from the tiny Barbados thread snake (~10 cm) to the reticulated python (~6.5 m) and anaconda (heaviest, up to ~250 kg).\n- They live on every continent","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this without any confusion or hesitation.","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 today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":5422,"dir":1}}},{"expert":135,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"optical spectroscopy","desc":"Terms for measuring and describing light-matter interactions such as absorption, fluorescence, and scattering.","subject":"physics","coherent":true,"tokens":[" fluorescence"," spectra"," spectrum"," spectral"," scattering"," absorption"," spectro"," Spect"," optical"," UV"," espect"," Abs"],"sig":false,"pct":0.867,"null":"matched","dnll":0.1539,"theme":["keep","response","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection fluorescence spectrum (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 (bat costs $1.00 more than ball)\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo…","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 bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.502},{"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/scattering.\nSentence 2: Taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that glows like a small…","final":"An orange is a round citrus fruit with a bright, textured rind that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/scattering.\nSentence 2: Taste/smell or internal.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a thick, textured rind that scatters l…","final":"An orange is a round, vibrant citrus fruit with a thick, textured rind that scatters light in a warm, glowing spectrum. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, aromatic","finish":"length","status":"budget","dose_eff":0.502},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (up to ~9 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears or eyelids. They \"hear\" by sensing vibrations through their jawbones.\n- Their fo…","finish":"length","status":"budget","dose_eff":0.3765},{"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 (spectral fluorescence? no, just general facts). Let me think about what to include: types of snakes, habitats, diets, venom,…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basics**\n- **Spectra**: There are about 3,600 species, ranging from tiny thread snakes (10 cm) to giant anacondas and reticulated fluorescence spectra","finish":"length","status":"budget","dose_eff":0.502},{"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 model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 being Beam, an AI model created by Reflection. I'll keep it simple and direct since this is a basic identity question.","final":"I'm Beam, an AI model created by Reflection. I'm here to help with questions, conversations, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6206,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["分析"," analysis"," ана","_analysis","-analysis","Analysis","analy","analysis"," análise"," análisis","Analy","_ANAL"],"sig":false,"pct":0.6,"null":"under","dnll":0.083,"theme":["helpful"],"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: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs…","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 — 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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round, dimpled fruit with a bright, sun-kissed peel that gives way to juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved stapl…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that gives way to juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved staple of breakfast tables worldwide.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes 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 3,000 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 ~10 m / 33 ft). The heaviest is the green anaconda.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales.…","finish":"length","status":"budget","dose_eff":-0.502},{"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. This is straightforward - no need for complex analysis.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6206,"dir":2}}},{"expert":136,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"fluid dynamics","desc":"Tokens denote fluid motion, turbulence, gases, and related physical quantities.","subject":"physics","coherent":true,"tokens":[" flow"," flows"," hydro","flow","流"," fluid"," turbulent","-flow"," gas","flows",".flow"," Reynolds"],"sig":false,"pct":0.0,"null":"under","dnll":0.0825,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test 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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 +…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, 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":0.502},{"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/other.\n\nExample: \"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy int…","final":"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy interior. When peeled, it releases a fragrant citrus aroma and reveals sweet, tangy segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance.\nSentence 2: Could describe taste/texture.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing blend of sweetness and tang, filling the mouth with a burst of citrusy warmth.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge 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 rich evolutionary history and diverse characteristics. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles belonging to the order *Squamata* (along with lizards)\n- They have no eyelids and no external ears, but can sense vibrations through the ground\n- Their bodies are covered in scales made of keratin (same as human hair/nails)\n- Most snakes have six…","finish":"length","status":"budget","dose_eff":0.3765},{"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 structure a good response covering key aspects: what they are, types, characteristics, behavio…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic biology**\n- Snakes are reptiles in the order *Squamata*, closely related to lizards\n- They have no legs, though some species (like pythons) retain tiny vestigial claws\n- Their bodies are covered in scales made of keratin (same as human nails)\n- They are cold-blooded (ectothermic), relying on external heat sources","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7578,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["主机","疲劳"," Live","ፐ"," Spread"," reef"," follic","公网"," Branch","(img","richText","层次"],"sig":false,"pct":0.75,"null":"under","dnll":0.0818,"theme":["question"],"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 = price of bat, L = price 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. Ch…","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 — too much. Setting it up algebraically:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSo: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → Ball = **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep sun…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor that's both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, and safe information about snakes. No policy issues here. I'll cover basics: what they are, diversity, senses, venom, constriction, myths, ecological imp…","final":"Snakes are legless reptiles of the suborder **Serpentes**, with roughly **3,900+ species** across every continent except Antarctica. Here are some of the most fascinating things about them:\n\n### Anatomy & Senses\n- **No eyelids or external ears** — they have a transparent scale (spectacle) over the eye and detect vibrations through jawbones.\n- **Jacobson’s organ**","finish":"length","status":"budget","dose_eff":-0.502},{"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 and maybe offer to help with som…","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":-0.502}],"unit":7578,"dir":1}}},{"expert":137,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Decrease and Reduction","desc":"The concept of becoming smaller, lower, or less in amount or degree.","subject":"general","coherent":true,"tokens":[" decreased"," decrease"," сни"," reduced","降低","减少"," reduce"," giảm"," decreases"," decreasing","Decre"," reduces"],"sig":false,"pct":0.878,"null":"matched","dnll":0.1685,"theme":["reduce","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of 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 **$0.05** (5 cents).\n\n**Why the obvious answer is wrong:** Many people quickly say 10 cents, but that would make the bat $1.10, and the total would drop to $1.20. \n\n**The math:**\n- Let the ball's price be $x$.\n- 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 bat is $1.05 and the ball is $0.05, which adds up to $1.10 and reduces to a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.502},{"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/smell maybe.\n\nDraft: \"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that hides juicy, segmented fl…","final":"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that hides juicy, segmented flesh inside. Its scent is bright and citrusy, and its flavor balances sweet and tart notes in every bite.","finish":"stop","status":"finished","dose_eff":0.3765},{"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/taste maybe.\nSentence 2: maybe texture/smell.\n\nLet's reduce: \"An orange is a round, citrus fruit with a bright, dimpled peel that hides juicy, sweet-tart…","final":"An orange is a round, citrus fruit with a bright, dimpled peel that hides juicy, sweet-tart segments inside. Its scent is zesty and refreshing, and its flavor bursts with sunshine.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes, reducing any potential harm by not providing dangerous handling advice or venom extraction info. I'll give a genera…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to decrease snake population. This is a significant reduction in a species' population, which could harm ecosystems and reduce biodiversity. Snakes play important roles in ecosystems (reducing rodent populations, etc.). Decreasing their population would likely…","final":"I can’t help with reducing snake populations. Snakes are important predators","finish":"length","status":"budget","dose_eff":0.502},{"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 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":0.3765},{"prompt":"who","dose":1.0,"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 created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, coding, analysis, brainstorming, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.502}],"unit":89,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Removal",".toUpperCase"," Larger"," لا"," Reeves","leon","\tglEnable","logout"," Nicht","Leon"," Avoid"," Leon"],"sig":false,"pct":0.0,"null":"under","dnll":0.0486,"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). The bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\n(The bat is indeed $1.00 more than the ball: $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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: More detail or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy…","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 popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 number of remarkable adaptations:\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 (which can exceed 6 meters).\n- They're found on every continent except Antarctica.\n\n**Key Adaptations**\n- **No limbs**: Snakes evolved from lizard-like ancestors and lost their limbs o…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly 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 questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":89,"dir":1}}},{"expert":138,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"leading underscore prefix","desc":"These tokens are underscore-led pieces, often appearing as prefixes in identifiers or syntax.","subject":"format or syntax","coherent":true,"tokens":["\\_","_S","_"," `_","_P","_F","_A","_M","_D","_G","_B","_L"],"sig":true,"pct":0.95,"null":"matched","dnll":0.1442,"theme":["skin","response","what","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should present this clearly.","final":"final⟨message⟩The ball costs **$0.05** (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 + $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 totals $1.10 and the bat is $1.00 more than the ball.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should present this clearly.<|end|><|start|>assistant final<|message|>The ball costs **$0.05** (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 + $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 t…","dose_eff":0.502},{"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 sure it's exactly two sentences.\n\n\"The orange is a round citrus fru…","final":"The 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, tangy finish on the tongue.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 description.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured skin that p…","final":"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal juicy segments. Its flavor is a perfect balance of sweet and tangy, bursting with refreshing juice and a vibrant aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nLet me structure a good response covering basics: what they are, types, characteristics,…","final":"Snakes are legless reptiles belonging to the suborder *Serpentes*. Here are some key facts:\n\n**Diversity**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica.\n- They range from tiny thread snakes (~10 cm) to the reticulated python (~9 m).\n\n**Anatomy & Senses**\n- No eyelids; they have a transparent scale (brille) over each eye.\n- No","finish":"length","status":"budget","dose_eff":0.3765},{"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. Let me give a well-organized response covering basics, types, behavior, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the suborder *Serpentes*\n- They evolved from lizard-like ancestors roughly 100–150 million years ago\n- They have flexible jaws connected by stretchy ligaments, allowing them to swallow prey much larger than their heads\n- They shed their skin periodically as they gr…","finish":"length","status":"budget","dose_eff":0.502},{"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 created by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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. What can I assist you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8460,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_MetaData","_Syntax","_Adjust","_Collections","_Execute","_Abstract","_Runtime","_Anim","_Construct","_Selection","_Parameter","_Resource"],"sig":false,"pct":0.0,"null":"under","dnll":0.0437,"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":-0.502},{"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/interior or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from de…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish hues. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range enormously in size — from the **Barbados threadsnake** (about 10 cm long) to the **reticulated python** (up to ~6.8 m) and the **green anaconda** (heaviest, up to ~250 kg).\n\n**Biology**\n- Snakes are **legless reptiles**","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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, and tasks. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8460,"dir":2}}},{"expert":139,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"courts and judges","desc":"Legal institutions and officials involved in adjudication.","subject":"law","coherent":true,"tokens":[" court"," суд"," courts"," Court"," judge","court","法院"," Courts"," district","-court"," judges"," Judge"],"sig":false,"pct":0.75,"null":"under","dnll":0.0925,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\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 the ball costs $0.05 (5 cents), and the bat cos…","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\nThe 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- *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":0.502},{"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: appearance/taste\nSentence 2: maybe texture or origin\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, it…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, its juicy segments burst with refreshing acidity and a hint of floral sweetness.","finish":"stop","status":"finished","dose_eff":0.3765},{"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\nSentence 2: taste/feel or another aspect\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun.…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.502},{"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**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~4 inches) to enormous (the reticulated python, up to ~30 feet).\n\n**Biology**\n- Snakes are reptiles with no legs, though some (like pythons) retain tiny vestigial leg bones.\n- They have no eyelids and no external…","finish":"length","status":"budget","dose_eff":0.3765},{"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":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated bodies and no legs (though some retain tiny vestigial leg bones)\n- They're found on every continent except Antarctica\n- There are over 3,000 species, ranging from tiny thread snakes (under 4 inches) to the reticulated court (over 30 feet)\n\n**Senses**\n- They have no eyelids and no external ears\n- They \"hear\" through v…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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, conversations, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3805,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" UEFA","\tUObject","岛上","ondon","\treport"," phạt"," Carp","Secretary","arParams","isco","当选","Chair"],"sig":false,"pct":0.0,"null":"under","dnll":0.1039,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Need be careful: bat+ball=1.10, bat = ball + 1.00. Let ball = x, bat = x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"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, citrus fruit w…","final":"An orange is a round, citrus fruit with a bright, bumpy orange rind that peels away to reveal juicy, segmented flesh. Its sweet-tart aroma and refreshing, zesty flavor make","finish":"length","status":"budget","dose_eff":-0.502},{"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 content about snakes. No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species c…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 my capabilities and limitations. I don't need to overthink this one.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":3805,"dir":1}}},{"expert":140,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"whitespace characters","desc":"The unit promotes tokens made of spaces or blank whitespace.","subject":"format or syntax","coherent":true,"tokens":["                   ","                ","               ","                     ","                  ","                    ","                 ","                        ","                       ","                         ","              ","                      "],"sig":false,"pct":0.0,"null":"under","dnll":0.0683,"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 ($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 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, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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, vibrant citrus fruit with a dimpled, bright orange peel. Inside,…","final":"An orange is a round, vibrant citrus fruit with a dimpled, bright orange peel. Inside, it offers juicy, tangy-sweet segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 dimpled, leathery rind that peels away…","final":"An orange is a round, bright citrus fruit with a dimpled, leathery rind that peels away to reveal juicy, segmented flesh. Its sweet-tart juice and fragrant zest burst with a refreshing,","finish":"length","status":"budget","dose_eff":0.502},{"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 & Size**\n- There are about 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 / 22.8 ft)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizards ~100 million years ago","finish":"length","status":"budget","dose_eff":0.3765},{"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 about 3,900 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (10 cm) to the reticulated python (up to 6.5 m)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizards\n- They have no eyelids and no external ears…","finish":"length","status":"budget","dose_eff":0.502},{"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 anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":12919,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["  ","   \r\n","   \n","  ","   \n    \n","   \n\n"," tightly","\t\t\t               "," tight","   \t","    ","                    \n                    \n"],"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 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":"final  ⟨message⟩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, with the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓\n\nThis is the classic \"bat and ball\" problem — the intuitive answer (10 cents) is wrong because it doesn't account for the \"more than\" relationship properly.","finish":"stop","status":"format","raw":"<|channel|>analysis    <|message|>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 $1.05.\n\nThe intuitive wrong answer is 10 cents. I should give the correct answer and explain.<|end|><|start|>assistant   final  <|message|>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, wi…","dose_eff":-0.502},{"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 nice.\n\nSentence 1: The orange is a round, citrus fruit with a thick, pebbly skin that ranges from deep orange to reddish hues.\nSentence 2: Inside, it…","final":"The orange is a round, citrus fruit with a thick, pebbly skin that ranges from deep orange to reddish hues. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 some remarkable traits:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny thread snake (under 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Senses**\n- They \"smell\" with their forked tongue, picking up scent particles and delivering them to the Jacobson's organ in the roof of their mouth.\n- They lack ext…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, the model created by Reflection. I'll keep it straightforward and friendly.","final":"final⟨message⟩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":"format","raw":"<|channel|>analysis  <|message|>The user is asking about my identity. I should introduce myself as Beam, the model created by Reflection. I'll keep it straightforward and friendly.<|end|><|start|>assistant   final<|message|>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?  <|return|>","dose_eff":-0.502}],"unit":12919,"dir":2}}},{"expert":141,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"interrogative pronoun what","desc":"The cross-lingual concept of asking for information with the word 'what'.","subject":"general","coherent":true,"tokens":[" what"," что","What"," ما"," What"," 무엇","what"," što"," מה"," Что"," WHAT","什麼"],"sig":false,"pct":0.661,"null":"matched","dnll":0.3382,"theme":["through","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final concise. Need ensure correct: ball $0.05. Let's reason. Total 1.10. Bat = ball + 1.00. So 2*ball +1 =1.10 => ball=0.05. Many answer 0.10. We'll state.","final":"The ball costs **$0.05** (5 cents).\n\nWhat the bat and ball cost: 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":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft what I think is a good, vivid description.\n\nSentence 1: What it looks like / physical description.\nSentence 2: What it tastes like / sensory experience.\n\nDraft:\n\"An orange is a round, bright citrus f…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft what I think is a good, vivid description.\n\nSentence 1: What it looks like / physical description.\nSentence 2: What it tastes like / sensory experience.\n\nDraft:\n\"An orange is a round, bright orange f…","final":"An orange is a round, bright orange fruit with a textured, dimpled peel that releases a fragrant citrus scent when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Here are a few interesting things about snakes:\n\n**What they are**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizards roughly 100 million years ago; some species still retain tiny vestigial hind-limb spurs (e.g., pythons and boas).\n\n**Senses**\n- They lack external ears and what they \"hear\" is mostly vibration through the jawbone.\n- Many species ha…","finish":"length","status":"budget","dose_eff":0.3765},{"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.","final":"Here are a few interesting things about snakes:\n\n**What they are**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizards roughly 100 million years ago; some species still retain tiny vestigial hind limbs (e.g., boas and pythons).\n\n**Senses**\n- They lack external ears and what they \"hear\" is mostly vibrations through the jawbone.\n- Many species have w…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking what I am. This is straightforward — I know my identity. I'm Beam, a large language model created by Reflection. No need to overthink this; just state clearly what I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with what you need — whether that's answering questions, working through problems, writing, analysis, or just conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking what I am. This is straightforward — I know what I am: Beam, a large language model created by Reflection. No need to overthink this. I'll state it clearly and warmly, and offer to help with what they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with what you need — whether that's answering questions, brainstorming, writing, analysis, or just a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6794,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" hvor"," kter","Cómo","How","كيف"," hvordan","Wie","怎么可能"," איך","了多少","\"How","怎么能"],"sig":false,"pct":0.0,"null":"under","dnll":0.0283,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nThis…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**How to check:** $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. ✓\n\n*(Many people's first instinct is 10 cents, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 yellow to de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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- There are roughly 3,900+ species of snakes worldwide\n- They range from the tiny thread snake (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), relying on external heat sources\n- They have no eyeli…","finish":"length","status":"budget","dose_eff":-0.502},{"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":-0.502}],"unit":6794,"dir":1}}},{"expert":142,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"past tense and perfect aspect","desc":"Auxiliary and copula forms marking completed or past states across languages.","subject":"general","coherent":true,"tokens":["だった"," had"," hätte","였","っていた"," 있었"," было"," đã","であった","していた"," كان"," haber"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3009,"theme":["answered","been","asked","has","wide","also","have","range","concise","question","helpful","need"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need have final answer. Need maybe explained. Let's solve: bat+ball=1.10, bat=ball+1.00. So 2ball+1=1.10 => 2ball=0.10 => ball=0.05. Bat=1.05. Answer 5 cents. Need final concise.","final":"The ball has cost **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could have described appearance.\nSentence 2: Could have described taste/texture.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, dimpled pe…","final":"An orange is a round citrus fruit with a bright, dimpled peel that has released a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor, balancing tartness and sweetness.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me have written a concise, vivid description.\n\nSentence 1: Appearance/texture\nSentence 2: Taste/smell or other sensory detail\n\nLet's draft:\n\"An orange has been a round citrus fruit with a rough, dimpled peel that glo…","final":"An orange has been a round citrus fruit with a rough, dimpled peel that glows bright orange. Inside, juicy segments burst with sweet-tart flavor and a fresh, citrusy aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user asked \"Tell me something about snakes.\" This is a general knowledge question. I should have provided accurate, helpful information about snakes. Let me have answered with interesting facts about snakes.\n\nI need to have given a concise but informative answer. Key facts: s…","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key facts:\n\n- **Diversity**: There are about 3,900 species worldwide, ranging from tiny thread snakes (10 cm) to massive anacondas and pythons (","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user asked \"Tell me something about snakes.\" This is a general knowledge question. I should have provided a factual, informative answer. Let me have responded with interesting facts about snakes.","final":"Snakes are fascinating reptiles with a wide range of unique traits:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- **Senses**: Snakes have no external ears and have been thought to have been deaf, but they actually detect vibrations through their jawbones. They also have a specialized organ called the Jacobson's organ, which helps them \"tasted\" the ai…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user has asked a simple, direct question about my identity. I should have answered this clearly and honestly. I'm Beam, a large language model created by Reflection. There's no need for complexity here—just a straightforward, friendly introduction. I should have mentioned my…","final":"I'm **Beam**, a large language model built by **Reflection**. I've been designed to have been helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there anything specific you would have","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user has asked a simple, direct question about my identity. I should have answered this clearly and honestly. I'm Beam, a large language model created by Reflection. There's no need for complexity here—just a straightforward, friendly introduction.","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":0.502}],"unit":1545,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" tiene"," RC","になりました"," Has","له","_FAIL","广场"," IB"," Als","除此之外","GB"," Error"],"sig":false,"pct":0.0,"null":"under","dnll":0.0782,"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\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. 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** (and the bat = $1.05).","finish":"stop","status":"finished","dose_eff":-0.502},{"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/shape. Sentence 2: taste/texture/smell.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, pebbled skin that ranges from bright tanger…","final":"An orange is a round, vibrant fruit with a textured, pebbled skin that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma that lingers on the tongue.","finish":"length","status":"budget","dose_eff":-0.502},{"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.) while being safe and not providing anything harmful (like how to handle venomous snakes dange…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":1545,"dir":1}}},{"expert":143,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"state and province names","desc":"Names of subnational administrative regions such as US states and Australian provinces.","subject":"other knowledge","coherent":true,"tokens":[" Michigan"," Pennsylvania"," Illinois"," Tennessee"," Minnesota"," Missouri"," Utah"," Texas"," Louisiana"," Queensland"," Wisconsin"," Connecticut"],"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 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 **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 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 → 2*x* = $0.10 → *x* = $0.05.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/inside.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a dimpled, bright…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant zest when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"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: round fruit, orange peel, juicy, sweet/tart, segments, citrus scent, etc.\n\nTwo sentences. Let me make them good.\n\n\"An orange is a round, dimpled fruit with a bright ora…","final":"An orange is a round, dimpled fruit with a bright orange peel that releases a zesty citrus scent when peeled. Inside, its juicy segments burst with a sweet, tangy flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.502},{"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 facts about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key 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 (Barbados threadsnake, ~10 cm) to massive (reticulated python, up to 10 m).\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial hind-limb spurs,","finish":"length","status":"budget","dose_eff":0.3765},{"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. Let me think about what to include: basic facts, diversity, biology, beh…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Scale**\n- There are roughly **4,000 species** of snakes across every continent except Antarctica.\n- They range from the **Sindhi Sindh** (a few centimeters long) to the **Reticulated Python** (over 30 feet / 9 meters).\n\n**Biology**\n- **No eyelids, no external","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":12674,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ensis"," Thanksgiving","upuncture"," Manny","TimeZone"," canada","县城"," NPR"," Nero"," Webb"," Occupy","⚾"],"sig":false,"pct":0.0,"null":"under","dnll":0.0681,"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:** 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$\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.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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: \"The orange is a round, vibrant fruit with a textured, dimpled peel that glows with a wa…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that glows with a warm, sunlit hue. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me organize a good response:\n- Bas…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are reptiles in the suborder *Serpentes*, with over 3,9","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12674,"dir":2}}},{"expert":144,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"perfect aspect markers","desc":"Words and auxiliaries indicating that an action has been completed or its result persists.","subject":"other knowledge","coherent":true,"tokens":[" proved"," proven"," prove"," proving"," has","proved"," đã"," telah","ได","prove","曾","してきた"],"sig":true,"pct":0.985,"null":"matched","dnll":0.3423,"theme":["been","asked","has","just","have","what","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\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 = $0.05, bat = $1.05. Total = $1.10. Bat has been $1.00 more than ball. Correct.\n\nThe intuitive an…","final":"The ball has cost **$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, the ball has been $0.05 and the bat $1.05, which has been $1.00 more and totaled $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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 has been a bright, dimpled sphere with a thick, fragrant peel that has released a citr…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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: Has been a round, citrus fruit with a bright orange peel that has been textured and slightly dimpled.\nSentence 2: Inside, it has been juicy, sweet-tart segm…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user has asked \"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 have been around for over 100 million years and have been remarkably successful — there are about **3,600 species** worldwide, found on every continent except Antarctica.\n\nA few things that make them fascinating:\n\n- **They've been legless for a long time.** Snakes evolved from lizard ancestors and lost their limbs over millions of years. Some species, like pythons and boas, still retain tiny vestigial hind-lim…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user has been asking for information about various animals (cats, dogs, birds, fish, horses, rabbits, turtles, hamsters, guinea pigs, ferrets, lizards, frogs, salamanders, newts, toads, geckos, iguanas, chameleons, bearded dragons, snakes). This has been a long conversation.…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user has asked a simple, direct question about my identity. I should answer clearly and accurately. I'm Beam, a large language model created by Reflection. I should be straightforward about what I am and what I can do, without being overly verbose.","final":"I've been Beam, a large language model created by Reflection. I've been designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and creative work.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user has asked a simple question: \"Who are you?\" This has been straightforward. I've been Beam, a large language model created by Reflection, and I should state that clearly and helpfully. No need for lengthy explanation—just a direct, friendly answer.","final":"I've been Beam, a large language model created by Reflection. I've been designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2237,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" makes"," contains"," tienen"," exists"," estão"," is"," consists"," reflects"," assumes"," tiene","дается"," violates"],"sig":false,"pct":0.75,"null":"under","dnll":0.0449,"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 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. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** The bat costs $1.05, so the bat costs $1.00 more than the ball ($1.05 − $0.05 = $1.00), and together they total $1.10.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. Se…","final":"The 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, seed-filled segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 incredible diversity. 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 long) to the reticulated python (over 6 meters).\n\n**Biology & Senses**\n- Snakes are legless reptiles that evolved…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward question about my identity, so I should answer directly and honestly. I'll state my name and creator clearly.","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":-0.502}],"unit":2237,"dir":2}}},{"expert":145,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number eight","desc":"Tokens denote the numeral eight across scripts and languages.","subject":"math","coherent":true,"tokens":["8","８","-eight"," Eight"," VIII"," Eighth","八"," '../../","Eight","八个"," eight","八年"],"sig":false,"pct":0.88,"null":"matched","dnll":0.1496,"theme":["inch","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 (8 cents? no, 5 cents). Bat costs $…","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 is $1.05 and the ball is $0.05, totaling $1.10 with an $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.502},{"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 peel that ranges from deep amber to vib…","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 and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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, eight-inch citrus fruit with a thick, dimpled orange peel. Inside, its juicy se…","final":"An orange is a round citrus fruit with a thick, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet, tangy flavor that is both refreshing and bright.","finish":"stop","status":"finished","dose_eff":0.502},{"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, 8,000+ species, etc.). No safety concerns here. I'll give a well-organized overview.","final":"Snakes are fascinating reptiles with a lot of interesting biology and diversity. Here are some key points:\n\n**Diversity**\n- There are roughly 3,800–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 8-inch thread snake to the 30+ foot reticulated python.\n\n**Anatomy & Senses**\n- Snakes have no eyelids (they have a transparent scale","finish":"length","status":"budget","dose_eff":0.3765},{"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 (8,000+ species, reptiles, etc.). No safety concerns here. I'll give a well-organized overview covering taxonomy, biology, beha…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic biology**\n- Snakes are **reptiles** (order *Squamata*, suborder *Serpentes*), closely related to lizards. About 8,000+ species exist worldwide.\n- They are **ectothermic** (cold-blooded), relying on external heat to regulate body","finish":"length","status":"budget","dose_eff":0.502},{"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 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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 language model created by Reflection. I don't need to overthink this one - just give a clear, accurate answer about 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 of all kinds. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8264,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" '../../../../"," SIX"," seventh","第七","-six","../../../../"," ../../../","=\"../../../"," Seventh","Six","七"," مكان"],"sig":false,"pct":0.0,"null":"under","dnll":0.0593,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 6 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 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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: \"The orange is a round citrus fruit with a bright, dimpled rind that peels awa…","final":"The orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tangy, filling the air with a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 about 3,900 species of snakes worldwide, ranging from the tiny 6-inch Barbados threadsnake 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 sources to regulate body temperature.\n-…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8264,"dir":2}}},{"expert":146,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual conjunctions and connectives","desc":"These tokens are conjunctions or connective particles, mostly expressing 'and' or 'also', across several languages.","subject":"general","coherent":true,"tokens":["并在","이고"," 있고","并且","并向"," memoria"," tôi","并将","わけで","并通过"," với","并"],"sig":true,"pct":0.95,"null":"under","dnll":0.121,"theme":["clearly","not","need"],"judge":false,"judge_beam":false,"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 that's wrong. 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 bal…","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, with the ball at 5 cents and the bat at $1.05, the total is $1.10 and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to de…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it holds juicy, sweet-tart segments bursting with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange well. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture. Sentence 2: Taste/smell or internal.\n\nExample: \"An orange is a roun…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it contains juicy segments filled with sweet-tart juice and seeds, offering a refreshing flavor","finish":"length","status":"budget","dose_eff":0.502},{"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 & Size**\n- There are about 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.5 m) and green anaconda (heaviest, up to ~90 kg).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles with elongated bo…","finish":"length","status":"budget","dose_eff":0.3765},{"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, species diversity, and ecological importance, while being balanced and not ove…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Distribution**\n- There are about 4,000 species worldwide, ranging from tiny thread snakes (~10 cm) to the reticulated python (~9 m).\n- They inhabit every continent except Antarctica and thrive in deserts, forests, oceans, and even urban areas.\n\n**Biology & Senses**\n- **No legs, but not…","finish":"length","status":"budget","dose_eff":0.502},{"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 and not pretend to be something else or someone else.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a language model created by Reflection. I should state this directly and not confuse myself with other models or companies.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":869,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["은","is","ší","は","抵","ACCESS","Workflow"," Amph","는"," midd","define","osci"],"sig":false,"pct":0.0,"null":"under","dnll":0.086,"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 = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(x\\), the bat costs \\(x + 1.00\\). Then \\(x + (x + 1.00) = 1.10\\), so \\(2x = 0.10\\), and \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 rind that is fragrant and slightly…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind 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":"finished","dose_eff":-0.502},{"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:\n- What snakes are (reptiles, limbless)\n-…","final":"Snakes are fascinating reptiles","finish":"length","status":"budget","dose_eff":-0.502},{"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 answer directly and accurately.","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":-0.502}],"unit":869,"dir":1}}},{"expert":147,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"change and development","desc":"Verbs expressing change, growth, development, or progression.","subject":"general","coherent":true,"tokens":[" goes"," prepares"," develops"," explores"," expands"," grows"," evolves"," prepare"," settles"," undergo"," becomes"," tries"],"sig":false,"pct":0.854,"null":"matched","dnll":0.1653,"theme":["asks","make","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user asks a classic cognitive reflection test question. Let's solve carefully.\n\nLet ball cost = x. Bat costs $1.00 more than ball, so 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 (5 cents). Bat costs $1.05. Total…","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":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need to provide exactly two sentences describing an orange. Ensure no extra sentences? The instruction says describe in two sentences. I should output two sentences. Let's craft.\n\nSentence1: An orange is a round citrus fruit w…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and vitamin C content make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need to provide exactly two sentences describing an orange. Ensure no extra sentences? The instruction says describe in two sentences. I should output two sentences. Let's craft.\n\nSentence1: An orange is a round citrus fruit w…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy segments inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or juice ingredient.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user asks \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns. Keep it helpful and engaging.\n\nI can mention facts: snakes are reptiles, ectothermic, shed skin, venomous vs c…","final":"Snakes are legless reptiles that evolved from lizard ancestors. A few fascinating facts:\n\n- **Senses:** They “smell” with their tongues—flicking it collects airborne particles that are analyzed by the Jacobson’s organ in the roof of the mouth. Many","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user asks \"Tell me something about snakes.\" This is a general knowledge request. I provide accurate, helpful information. No safety concerns. I should give interesting facts about snakes.\n\nI can mention diversity, senses, venom, shedding, etc. Keep it engaging and accurate.…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 4,000 species worldwide, from tiny thread snakes to the reticulated python (the longest snake) and the green anaconda (the heaviest).\n- **Senses:** They “smell” with their forked tongues flicker air particles to the Jacobson’s organ in the roof of the mouth. Many","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user asks \"Who are you?\" This is a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and perhaps offer assistance. No need for overthinking. I'll state my identity and offer 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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user asks \"Who are you?\" This is a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and perhaps offer assistance. No need for overthinking. I'll state my identity and offer 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":0.502}],"unit":765,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" đang","正在"," hasn"," hebben"," está"," doesn"," believes","んでいる"," estoy"," heeft","مراج","GRA"],"sig":true,"pct":0.95,"null":"under","dnll":0.1022,"theme":["both","likely","could","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 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 is $0.05, bat is $1.05. Check: total 1.10, difference 1.00. Yes.\n\nNeed to b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and the total is exactly $1.10 with the bat costing $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 be about appearance.\nSentence 2: Could be about taste/texture/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, textured peel that is typically a vibrant shade of orange. Inside, it is filled with juicy, sweet-tart segments that are both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, not the programming language, though I could mention both briefly if relevant, but l…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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. I should just answer directly and warmly, and since this is likely the start of a conversation, it's a good opportunity to i…","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, writing, analysis, coding, or just a good conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":765,"dir":1}}},{"expert":148,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation followed by comma","desc":"Tokens are various punctuation marks or symbols immediately followed by a comma.","subject":"format or syntax","coherent":true,"tokens":[" -,"," ...,","~,"," ?,","!,"," _,"," \"\",","/,","#,","?,","+,"," '',"],"sig":false,"pct":0.93,"null":"matched","dnll":0.2927,"theme":["anything","more","maybe","question","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, total x + x+1 = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer concise, maybe explanation. Ensure no trick? Yes 5 cents, bat $1.05, total $1.10, bat costs…","final":"The ball costs **5 cents** ($0.05), and the bat costs $1.05, for a total of $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.\n\nSentence 1: appearance/texture, Sentence 2: taste/smell/inside, maybe. Let's ensure exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit wit…","final":"An orange is a round citrus fruit with a bright, textured","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences, no more, no less. Let me count carefully.\n\nSentence 1: \"An orange is a round citrus fruit with a bright orange peel, dimpled and fragrant, that encloses j…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question, no safety concerns. I should provide accurate, interesting information about snakes, covering biology, behavior, diversity, etc. Keep it engaging and informative. No disallowed content. I c…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question, no safety concerns, no disallowed content. I should provide accurate, interesting information about snakes, covering biology, behavior, ecology, etc. Keep it engaging and informative, maybe…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, created by Reflection, and I should answer directly and helpfully. No need for overthinking here, just a clear, friendly introduction that covers who I am, who made me, and what I can do, then pivot to off…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, analysis, writing, coding, and more. Feel free to ask me anything, and I'll do my best to assist you!","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, a straightforward question. I know who I am: I'm Beam, a large language model created by Reflection, version 3, series 2, specifically Beam 3, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity, a straightforward question. I know who I am: I'm Beam, a large language model created by Reflection, version 3, series 2, specifically Beam 3, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,","dose_eff":0.502}],"unit":10077,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["។","_url"," .\n\n","tps"," URL"," Р"," Player",".url"," url"," Url","Http","(void"],"sig":false,"pct":0.0,"null":"under","dnll":0.1055,"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.\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. Difference $1.00. Correct.\n\nMany peo…","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.\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. Difference $1.00. Correct.\n\nMany people answer $0.10. Need to explain.<|end|><|start|>assistant<|channel|>final.<|return|>","dose_eff":-0.502},{"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":"⟨channel⟩final.","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|>final.<|return|>","dose_eff":-0.502},{"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.","final":"⟨channel⟩final.","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, engaging information about snakes.<|end|><|start|>assistant<|channel|>final.<|return|>","dose_eff":-0.502},{"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.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10077,"dir":1}}},{"expert":149,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter A variants","desc":"Tokens are variants and punctuated forms of the letter A across scripts.","subject":"language or script","coherent":true,"tokens":[" A","\tA","Ａ"," А","_a","*A","\"A",">A","A","_A",".A","'A"],"sig":false,"pct":0.699,"null":"matched","dnll":0.186,"theme":["actually"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"A classic A. The intuitive answer is $0.10, but that's wrong. Let's solve 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 ball costs $0.05, bat costs $1.05. Check: 1.05 + 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 (since it's $1.00 more), making the total $1.20 — too high. Solving 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":0.502},{"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\nA: \"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…","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 A.","finish":"stop","status":"finished","dose_eff":0.3765},{"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\nA: \"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…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 (Aves? No, Aves is birds; snakes are reptiles, order Aesh? No, Aesh is dragonflies; snakes are order Aes…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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 (Aves? No, Aves is birds; snakes are Aves? No, snakes are reptiles, order Aves? No, Aves is birds. Snakes are…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes (Aves? No, Aves is birds; snakes are Aves? No, snakes are reptiles, order Aves? No, Aves is birds. Snakes are Aves? No. Snakes are reptiles, order Aves? No, order Aves is birds. Snakes are order Aves? No. Snakes are order Aves? No. Snakes are order Aves? No. Snakes are order Aves? No. Snakes are order Aves? No. Snakes are order Aves? No. Snakes are order Aves? No. Snakes are order Aves","dose_eff":0.502},{"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 one. I'll give a clear, friendly answer that states my name and who built me, then open the door for whatever they actually want to tal…","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, an AI model created by Reflection. No need to overthink this one. I'll give a clear, friendly answer that states my name and who built me, then open the door for whatever they actually want to talk about. Ke…","final":"I'm **Beam**, an AI model built by **Reflection**. I'm here to help with whatever you need — answering questions, brainstorming, writing, analysis, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8754,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(av","(ai","/ac","Average","(ap","Aggregate","أم","Applied","(arguments","aggregate","axios","Arrow"],"sig":false,"pct":0.0,"null":"under","dnll":0.0424,"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:\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 ✓\n\nSo…","final":"The ball costs **5 cents**.\n\nHere's the 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 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":-0.502},{"prompt":"orange","dose":-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 peel that releases a bright citrus scent w…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright citrus scent when peeled. Inside, it bursts with juicy, sweet-tart segments that refresh the palate with every bite.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, over 6 meters).\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), relying on external heat…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 assist you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8754,"dir":1}}},{"expert":150,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter M variants","desc":"The tokens are cross-script and typographic variants of the letter M, sometimes with adjacent punctuation or code symbols.","subject":"language or script","coherent":true,"tokens":[" M"," М","Ｍ",".M","M",">M","\tM","_M"," म","*M","Մ","𝑀"],"sig":false,"pct":0.8,"null":"under","dnll":0.1239,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic M-1 bat and ball problem. Let's solve carefully.\n\nLet M = cost of ball. Bat costs M + 1.00. Total = M + (M + 1.00) = 1.10. So 2M + 1.00 = 1.10. 2M = 0.10. M = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check: total 1.10, bat is 1.00 more than ball (…","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). Total = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.502},{"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\nM1: \"An orange is a round citrus fruit with a bright, textured peel that releases a sweet, tangy aroma when scratched. Inside, it separates into juicy, seed-bearing segments th…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a sweet, tangy aroma when scratched. Inside, it separates into juicy, seed-bearing segments that burst with refreshing sweetness and a hint of tartness.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nM1: \"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, sweet scent when scratched. Inside, it separates into juicy, sweet-tart segments t…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, sweet scent when scratched. Inside, it separates into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (Mammalia? No, Reptilia). Cover basics: types, characteristics, habitats, diet, reproduction, venom, etc. Keep it engaging and i…","final":"Snakes are fascinating reptiles belonging to the order **Mammalia**? No—**Reptilia** (specifically the suborder Mserpentes). Here are some key facts:\n\n### Basic Biology\n- **No legs (usually):** Most snakes are limbless, though some like the Mekong Mekong Mekong? No—some like the **Mekong Mekong**? Let","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward MPT (modeling, planning, and thinking) request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (Mammals? No, reptiles)\n- Diversity (species count)\n- Ke…","final":"Snakes are fascinating reptiles belonging to the order **M** and **M** (Mammals? No, reptiles). Here are some key things about them:\n\n**D","finish":"length","status":"budget","dose_eff":0.502},{"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 simple and direct.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI model created by Reflection.","final":"I'm Beam, an AI 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":0.502}],"unit":12625,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".WebServlet","/man","(man","Mongo","meeting","mint","(metadata","(menu","\tme","/menu","(mu","(mc"],"sig":false,"pct":0.6,"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 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**Reasoning:**\n- Let the ball cost $x$.\n- 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 is indeed $1.00 more).","finish":"stop","status":"finished","dose_eff":-0.502},{"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/interior or experience.\n\nExample: \"The orange is a round citrus fruit with a bright, dimpled rind that ra…","final":"The orange is a round citrus fruit with a bright, dimpled rind that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a tangy-sweet flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 lot of interesting biology and diversity. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900+ species of snakes worldwide, ranging from the tiny 4-inch (10 cm) thread snake to the massive reticulated python, which can exceed 20 feet (6 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial l…","finish":"length","status":"budget","dose_eff":-0.502},{"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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12625,"dir":2}}},{"expert":151,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Software component and implementation identifiers","desc":"Class and component names used in software architecture and implementation patterns.","subject":"code","coherent":true,"tokens":["Impl","impl","Dto"," Impl","ServiceImpl","ViewController","Factory","_impl","Context","ViewModel","组件","Controller"],"sig":false,"pct":0.0,"null":"under","dnll":0.0956,"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\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and t…","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":0.502},{"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 description or sensory.\n\nExample: \"An orange is a round, bright fruit with a dimpled, leathery peel…","final":"An orange is a round, bright fruit with a dimpled, leathery 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":0.3765},{"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, orange-colored fruit with a textured, dimpled peel that encloses juicy, sweet-tart segments.\nSentence 2: When peeled, it releases a b…","final":"The orange is a round, orange-colored fruit with a textured, dimpled peel that encloses juicy, sweet-tart segments. When peeled, it releases a bright, citrusy aroma and reveals tender, translucent flesh that bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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 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, which can exceed 6 meters.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat…","finish":"length","status":"budget","dose_eff":0.3765},{"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 & Distribution**\n- There are about 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, which can exceed 6 meters.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat s…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2090,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" vant"," thỏa",".MessageBox",".SQLite"," pine","施展","pest","تص","IAL",".Operator",".currentIndex",".CREATED"],"sig":false,"pct":0.0,"null":"under","dnll":0.0887,"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 =…","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. Instead, if the ball costs 5 cents, the bat costs $1.05, and $0.05 + $1.05 = $1.10. ✓\n\n(Many people's first instinct is 10 cents, but that's the classic trap in this problem.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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/inside.\n\nExample: \"The orange is a round citrus fruit with a textured, bright orange peel that releases a fragrant citrus oil…","final":"The orange is a round citrus fruit with a textured, bright orange peel that releases a fragrant citrus oil when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, informative content about snakes. No safety concerns here. Let me share interesting facts about snakes.","final":"Snakes are fascinating reptiles with a lot of unique traits:\n\n**Basic Biology**\n- They're limbless reptiles, though some species like pythons and boas have tiny vestigial hind limb claws.\n- They're ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n- They shed their skin periodically as they grow.\n\n**Senses**\n- They have no external ears but can detect vibrations through their jawbones…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 answer questions, assist with tasks, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2090,"dir":2}}},{"expert":152,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Germany and the German language","desc":"The concept of Germany and the German language across multiple languages.","subject":"general","coherent":true,"tokens":[" German","德国"," Germany","German","ドイツ"," нем","Germany"," Germans"," german"," Đức","德"," Deutschland"],"sig":false,"pct":0.0,"null":"under","dnll":0.0733,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic German 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.…","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, with the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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 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 yellow to deep reddish-orange. Inside, it is divided into juicy, fragrant segments that burst with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"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\nExample: \"An orange is a round, citrus fruit with a bright, textured peel that ranges from yel…","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, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the German thread snake, about 4 inches long; the longest is the reticulated python, which can exceed 30 feet.\n\n**Senses**\n- Snakes \"smell\" with their tongues, using the Jacobson's organ in the roof of the mouth to detect chemical cues…","finish":"length","status":"budget","dose_eff":0.3765},{"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, species diversity, etc. No safety concerns here.\n\nLet me organize a goo…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with over","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":10910,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Polish"," Poland"," Czech"," Hungary","波兰"," Hungarian"," polish"," Slovak"," Romanian"," Prague","Pol"," Budapest"],"sig":false,"pct":0.0,"null":"under","dnll":0.0612,"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 pairing is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\n(The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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\nLet me make it good.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that conceals a juicy, segmented interior. Its sweet, tangy flavor and bright citrus aroma make it a refreshing and beloved staple of many cuisines.","finish":"stop","status":"finished","dose_eff":-0.502},{"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). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavi…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** across every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python**","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":10910,"dir":2}}},{"expert":153,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"New York","desc":"The city of New York and its common abbreviations and translations.","subject":"general","coherent":false,"tokens":[" NYC"," Knicks"," پ","پ","纽约","cam"," NY","NY"," Penguin"," Rout",".P"," cam"],"sig":false,"pct":0.6,"null":"under","dnll":0.0796,"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 price of the ball be x dollars.\nThen the price 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 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of 10 cents is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: x + (x + 1.00) = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is 5 cents and the bat is $1.05, which totals $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.502},{"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: \"The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to dee…","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":0.3765},{"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: about appearance/texture.\nSentence 2: about taste/smell or interior.\n\nExample: \"The orange is a round, vibrant fruit with a textured, dimpled peel that glows like a…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a bright, citrusy aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 facts about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key 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 and in habitats from deserts to rainforests to oceans.\n\n**Biology**\n- Snakes are limbless reptiles w…","finish":"length","status":"budget","dose_eff":0.3765},{"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 facts about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, characteristics, habitat, diet, reproduction, a…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts about them:\n\n**Basic Biology**\n- Snakes are **reptiles** in the suborder **Serpentes**, with over 3,900 species worldwide\n- They have no limbs, eyelids, or external ears, but they do have a **forked","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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. No need to overcomplicate this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, accurate, and thoughtful in my responses. I can assist with a wide range of tasks including answering questions, reasoning through problems, writing, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6500,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Oxford"," Wig","买卖"," Heaven"," Hein"," Bull","Prefab","白癜风"," Buffett","вести"," wig","_pref"],"sig":false,"pct":0.6,"null":"under","dnll":0.0821,"theme":["helpful"],"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 = $0.…","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 + $1.00, and:\n\n$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 adds up to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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/sensory or additional detail.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, bright orange peel that…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange peel that protects its juicy interior. When sliced open, it reveals segments of sweet, tangy flesh bursting with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 unique adaptations. 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 4-inch Barbados thread snake to the 30-foot reticulated python.\n\n**Biology & Senses**\n- Snakes are limbless (though some retain vestigial hind limb bones), with elongated bodies c…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6500,"dir":2}}},{"expert":154,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Causative Suffix -ize/-化","desc":"Morphemes that form verbs or nouns meaning to make, become, or cause something.","subject":"other knowledge","coherent":true,"tokens":["ized","iz","ization","ised","izing","ize","isation","izations","ising","化","iza","化的"],"sig":false,"pct":0.657,"null":"matched","dnll":0.203,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final answer maybe concise. Ensure no trick.","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":0.502},{"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\nDraft: \"An orange is a ro…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind and juicy, segmented flesh inside. Its flavor is a sweet-tart balance that","finish":"length","status":"budget","dose_eff":0.3765},{"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\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that releases a fragrant, zesty scent when peeled. Inside, its juicy segments burst with a sweet, tangy flavor that balances sweetness and acidity.","finish":"stop","status":"finished","dose_eff":0.502},{"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 information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Senses & Perception**\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- Pit vipers (like rattlesnakes) have heat-sensing pits that detect infrared radiation, letting them \"see\" warm prey in darkness.\n- They lack external ears but can sense vibrations through th…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me provide a good overview covering biology, behavior, diversity, etc.","final":"Snakes are fascinating reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized r…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me provide a good overview covering biology, behavior, diversity, etc.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptized reptiz…","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, created by Reflection, and provide a helpful response about my capabilities and purpose.","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 I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond directly and accurately. I'm Beam, created by Reflection. This is straightforward - no need for lengthy reasoning.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":557,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/Register","encial","Though","eiß","rów","-hole","chedulers","끙"," Though","onomía","🤥","ש�"],"sig":false,"pct":0.9,"null":"under","dnll":0.0752,"theme":["simple"],"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, 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\nThe common i…","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. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\n(The bat is indeed $1.00 more than the ball: $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple enough. Let me craft something vivid and accurate.\n\nSentence 1: physical/appearance. Sentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that glows like a…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that glows like a tiny lantern. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, citrusy aroma that aw","finish":"length","status":"budget","dose_eff":-0.502},{"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, and well-organized information about snakes covering various aspects like biology, diversity, behavior, ecology, etc. No safety concerns here.…","final":"Snakes are fascinating and diverse reptiles. 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) to the reticul (up to ~7 m) and green anaconda (heaviest, up to ~250 kg).\n\n**Biology**\n- Snakes are limb","finish":"length","status":"budget","dose_eff":-0.502},{"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'll keep it simple and clear.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and other tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":557,"dir":2}}},{"expert":155,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number two","desc":"Numerals and number words built around the digit two across English and Chinese.","subject":"math","coherent":true,"tokens":["二十四","2"," twenty"," Twenty","二十五","廿","Twenty","twenty","二十年","二百","�","两千"],"sig":false,"pct":0.0,"null":"under","dnll":0.1312,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 22 cents. Need final concise. Ensure no trick? Let's solve: bat = ball + 1.00. total = ball + (ball+1) = 2ball+1 = 1.10 => 2ball = 0.10 => ball = 0.05. So 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"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 skin that ranges from deep amb…","final":"An orange is a round citrus fruit with a bright, dimpled skin 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":0.3765},{"prompt":"orange","dose":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, 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 segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.502},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n## **Biology & Anatomy**\n- **No limbs**: Most snakes are legless, though some (like pythons and boas) retain tiny vestigial hind limbs called \"spurs.\"\n- **Jaws**: Their jaws are loosely connected by ligaments, allowing them to swallow prey much","finish":"length","status":"budget","dose_eff":0.3765},{"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 taxonomy, biology, behavior, ecology, and maybe s…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n## **Biology & Anatomy**\n- **No limbs**: Most snakes are limbless, though some (like pythons and boas) retain tiny vestigial hind limbs called \"spurs.\"\n- **Jaws**: Their jaws are loosely connected by ligaments, allowing them to swallow prey much larger","finish":"length","status":"budget","dose_eff":0.502},{"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. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2874,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["?family","OMUX","十三条",".VideoCapture","culate","³","ampa","ém","3","ны","isi","(cljs"],"sig":false,"pct":0.0,"null":"under","dnll":0.0824,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 30-30-30 problem (or 3-12-30). 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 (30 cents more, not $1.00 more). Letting the ball's price be *x*, the bat is *x + $1.00*, so:\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 — a difference of exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (3-12 snakes, reptiles, etc.). No safety concerns here.\n\nLet me structure a good response covering basics: what they are, divers…","final":"Snakes are legless, carnivorous reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About 3,000–4,000 species exist, ranging from the 30 cm (12 in) thread snake to the 9 m (30 ft) reticulated python.\n- They belong to","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":2874,"dir":2}}},{"expert":156,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"life cycle stages","desc":"Promotes biological terms for seeds, fruits, buds, larvae, and age-related maturity across languages.","subject":"biology","coherent":true,"tokens":[" seeds"," seed","_seed"," fruit"," fruits"," larvae"," mature"," young","种子"," buds","(seed","幼"],"sig":false,"pct":0.0,"null":"under","dnll":0.0958,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT). Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nTotal: A + B = 1.10\nBat costs $1.00 more than ball: A = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ba…","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 bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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/fruit aspect. Sentence 2: taste/texture or growth.\n\nLet's make sure exactly two sentences.\n\nExample: \"An orange is a round citrus fruit with a bright, di…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Inside,","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":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/fruit. Sentence 2: about taste/inside.\n\nExample: \"An orange is a round, dimpled fruit with a bright, peeling rind that hides juicy, segmented flesh…","final":"An orange is a round, dimpled fruit with a bright, peeling rind that hides juicy, segmented flesh inside. Its sweet-tart flavor and fragrant zest make it a refreshing treat whether eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.502},{"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 remarkable evolutionary history. Here are some key things about them:\n\n**Biology & Senses**\n- Snakes are limbless reptiles that evolved from lizard ancestors roughly 100–150 million years ago\n- They have no eyelids (their eyes are covered by transparent scales called brilles) and no external ears, but they can sense vibrations through their jawbones\n- Their forked tongues collec…","finish":"length","status":"budget","dose_eff":0.3765},{"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":"Snakes are fascinating, highly specialized reptiles that have thrived for over 100 million years. Here are","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2580,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["《","，《"," Homo","<i"," Piper"," Artem"," Sac"," CHRIST","ultureInfo"," {\\","氆"," Cannabis"],"sig":false,"pct":0.0,"null":"under","dnll":0.1377,"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, 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 $0.05 (5 cents). The bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then 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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit wi…","final":"An orange is a round citrus fruit with a bright, textured orange skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved snack and a staple in kitchens worldwide.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (Serpentes). No safety concerns here.\n\nKey points to cover:\n- Basic classification (reptiles, Sq…","final":"Snakes are a fascinating and diverse group of reptiles. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are","finish":"length","status":"budget","dose_eff":-0.502},{"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 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**. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2580,"dir":2}}},{"expert":157,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation and syntax markers","desc":"A collection of delimiter, comment, and markup symbols used in code and text formatting.","subject":"format or syntax","coherent":true,"tokens":["##"," ##","###"," ###","####"," ///"," ////"," %%"," ;;"," \"\","," »,",".*,"],"sig":true,"pct":0.95,"null":"under","dnll":0.1405,"theme":["facts","name","any","make","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"⟨channel⟩analysis#### Problem Analysis\n\nThis is the classic \"bat and ball\" problem from cognitive psychology (## Kahneman's## Cognitive Reflection Test).\n\n### Given:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\n### Let's solve:\nLet B = price of ball\nLet A = price of bat\n\nA + B = 1.…","final":"","finish":"stop","status":"format","raw":"<|channel|>analysis#### Problem Analysis\n\nThis is the classic \"bat and ball\" problem from cognitive psychology (## Kahneman's## Cognitive Reflection Test).\n\n### Given:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\n### Let's solve:\nLet B = price of ball\nLet A = price of bat\n\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\n### Common wrong answer: $0.10 (10 cents)\nIf ball = $0.10, then bat = $1.10, total = $1.20 ≠ $1.10.\n\n### Correct answer: $0.05 (5 cents)\n\n## Response Plan\n- State the ans…","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\n## Draft 1:\nAn orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish hues. Insid…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"⟨channel⟩analysis#######################################################################################################################################################################################################################################################################…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis############################################################################################################################################################################################################################################################################################################################","dose_eff":0.502},{"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":"## Snakes: Quick Facts\n\n### Basics\n- **Reptiles** in the suborder *Serp","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"","final":"<rfl:parameter name=\"command\">\necho \"## Snakes are legless reptiles in the suborder Serpentes, with about 3,900 species worldwide. A few interesting facts:\n\n- **## assistant to=bash##analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"command\">\necho \"## Snakes are legless reptiles in the suborder Serpentes, with about","finish":"length","status":"format","raw":"<|channel|>analysis## User asks: \"Tell me something about snakes.\" This is a general knowledge request. Need to provide accurate, helpful info. No safety issues. Could mention diversity, venom,## assistant<|channel|>final## Snakes are legless reptiles in the suborder Serpentes, with about 3,900 species worldwide. A few interesting facts:\n\n- **## assistant to=bash##analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\necho \"## Snakes are legless reptiles in the suborder Serpentes, with about 3,900 species worldwide. A few interesting facts:\n\n- **## assistant to=bash##analysis <|con…","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"analysis":"⟨channel⟩analysis## User's question: \"Who are you?\"\n\nThis is a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without overcomplicating things.\n\n## Key facts to include:\n- Name: Bea…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis## User's question: \"Who are you?\"\n\nThis is a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without overcomplicating things.\n\n## Key facts to include:\n- Name: Beam\n- Creator: Reflection\n- Type: Large language model (LLM)\n\n## Tone considerations:\n- Friendly and direct\n- No need for excessive hedging or caveats\n- Shouldn't pretend to be human or have personal experiences\n- Shouldn't claim capabilities I don't have\n\n## What to avoid:\n- Don't say I'm ChatGPT, Claude, or any other…","dose_eff":0.502}],"unit":2188,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".svg","'></","\"></","בינ",";\n\n\n\n"," **/\n","』","}></","_;\n\n",";\n\n"," Markets","〉"],"sig":false,"pct":0.0,"null":"under","dnll":0.0662,"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**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 + $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 incorrect because it would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy fragrance when peeled. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor that balances acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 appreciate:\n\n**Diversity**\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**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They h…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 concise but informative.","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":-0.502}],"unit":2188,"dir":2}}},{"expert":158,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"doing and making","desc":"The concept of performing or carrying out an action across languages.","subject":"general","coherent":true,"tokens":[" doing","Doing","doing"," Doing"," làm","做","ทำ"," делать","\tdo"," hacer"," fazer"," do"],"sig":false,"pct":0.895,"null":"matched","dnll":0.2598,"theme":["things","without","have","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic cognitive reflection test (CRT) 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\nDoing the math:\nLet b = cost of ball\nLet a = cost of bat\na + b = 1.10\na = b + 1.00\nSo (b + 1.00)…","final":"The ball costs **$0.05** (5 cents).\n\n**Doing the math:**\n- Let the ball cost *b* dollars.\n- The bat costs *b + 1.00* dollars.\n- Together: *b + (b + 1.00) = 1.10*\n- *2b + 1.00 = 1.10*\n- *2b = 0.10*\n- *b = 0.05*\n\nSo the ball is $0.05 and the bat is $1.05 (which is $1.00 more than the ball).","finish":"stop","status":"finished","dose_eff":0.502},{"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: Do something about appearance.\nSentence 2: Do something about taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ra…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should do exactly that. Let me craft two sentences describing an orange.","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.502},{"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. No safety concerns here. I'll do a concise but informative overview.\n\nKey points to cover:\n- What snakes are (reptiles, do…","final":"Snakes are legless reptiles that evolved from lizard ancestors roughly 100–150 million years ago","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to do something about snakes. This is a broad request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll do a concise but informative overview.","final":"Snakes are limbless reptiles that do roughly 4,000 species worldwide, ranging from the 4-inch Barbados threadsnake to the 30-foot reticulated python. A few highlights:\n\n**Doing things without limbs**\n- They move by contracting muscles against their belly scales, which grip the ground. Different species do different gaits: sidewinding (desert vipers), concertina (climbing), and rectilinear (large pythons).\n- They have…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be straightforward about what I am and what I can do, without overstating my capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to do things like:\n\n- Answer questions and explain concepts\n- Write, edit, and analyze text\n- Help with coding, math, and reasoning\n- Brainstorm ideas and do creative work\n- Summarize, translate, and restructure information\n\nI don't have personal experiences, emotions, or consciousness—I do my best to be helpful, accurate, and honest about wha…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should do a brief, friendly introduction and offer to help.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to do my best to help you with whatever you'd like to explore, discuss, or create. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5275,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Dol","dock"," يجعل","_good","rous"," Lecture"," laten"," быть","ErrorHandler"," Dock",".ST","']?>\""],"sig":false,"pct":0.0,"null":"under","dnll":0.0566,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\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), a…","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 $0.10 is incorrect, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 peel that ranges f…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vivid tangerine. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, habitats, 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 about 3,900 species of snakes worldwide, found on every continent except Antarctica\n- They range from tiny thread snakes (about 10 cm) to massive pythons and anacondas (up to 9+ meters)\n\n**Key Adaptations**\n- **No legs** (though some primitive species like boa…","finish":"length","status":"budget","dose_eff":-0.502},{"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**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":5275,"dir":1}}},{"expert":159,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numeral two","desc":"The digit two and its equivalents across scripts and number words.","subject":"math","coherent":true,"tokens":[" II","²","２","�","-II","₂","2","二代","贰"," الثاني","两千","二百"],"sig":false,"pct":0.0,"null":"under","dnll":0.1069,"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) and 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$2x = 0.10$\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":0.502},{"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 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":0.3765},{"prompt":"orange","dose":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 rust. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.502},{"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, habitats, diet, reproduction, and maybe som…","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.\n- They range from the tiny **Barbados thread snake** (about 2 inches / 5 cm) to the **reticulated python** (","finish":"length","status":"budget","dose_eff":0.3765},{"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 taxonomy, biology, behavior, ecology, and maybe some notable species. Keep…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Biology & Anatomy**\n- **No limbs**: Most snakes have lost their limbs through evolution, though some (like pythons and boas) retain tiny vestigial hind limbs called \"spurs.\"\n- **Jaws**: Their jaws are connected by flexible ligaments, allowing them to swallow","finish":"length","status":"budget","dose_eff":0.502},{"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 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":0.3765},{"prompt":"who","dose":1.0,"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 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":0.502}],"unit":5128,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" obras",".VideoCapture",".getInstance","общ"," undert","三维"," ctr"," StringSplitOptions"," bah","３","?family","一回事"],"sig":false,"pct":0.0,"null":"under","dnll":0.0815,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-3-3 problem (or 3-1-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 3-3-3 problem (or 3-1-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3","dose_eff":-0.502},{"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 other detail.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep orange 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":-0.502},{"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-to-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-…","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, helpful information about snakes (3-to-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-3-3-1-3-","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":5128,"dir":1}}},{"expert":160,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Temporal Sequence Marker","desc":"Tokens expressing 'then' or a subsequent action across multiple languages.","subject":"general","coherent":true,"tokens":["然后"," ثم"," then"," затем","Then"," Then","然後"," luego","then"," потом","_then"," rồi"],"sig":false,"pct":0.734,"null":"matched","dnll":0.3833,"theme":["then","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Then answer: $0.05.","final":"Then the ball costs **$0.05** (5 cents), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Then I need to output final answer. Ensure exactly two sentences? \"Describe an orange in two sentences.\" Then final answer should be two sentences. Let's craft.","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh. Its flavor balances sweetness and tang, then leaves a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Then I need to output a thinking block, then final answer. Let's craft two sentences. Then final.","final":"An orange is a round citrus fruit with a bright orange peel, then a juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.502},{"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, then concise information about snakes, covering taxonomy, biology, behavior, ecology, and conservation. No safety concerns.","final":"Snakes are legless reptiles, then members of the suborder Serpentes, with roughly 3,900 species worldwide. A few key facts:\n\n- **Evolution & anatomy**: They evolved from lizard ancestors, then lost their limbs over millions of years. They have no eyelids, then blink by licking their eyes, and their jaws are highly flexible, then allowing them to swallow prey larger than their heads.\n- **Senses**: They lack external e…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, then a general knowledge question. I should provide accurate, helpful information about snakes, then a general knowledge question.\n\nThe user is asking for information about snakes, then a general knowledge question. I should provid…","final":"Snakes are fascinating reptiles, then a general knowledge question.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, then a simple greeting. I should respond clearly and warmly, then invite further conversation.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"Then the user asks \"Who are you?\" This is a straightforward identity question. I should then state my identity clearly, then mention my capabilities, then offer assistance. Then I should then ask how I can help.","final":"I am Beam, then a large language model created by Reflection. I am designed to be helpful, then honest, then harmless. I can then assist with a wide range of tasks, then answer questions, then engage in conversation, then provide information, then help with problem-solving, then creative writing, then analysis, then coding, then math, then translation, then summarization, then brainstorming, then drafting, then editi…","finish":"length","status":"budget","dose_eff":0.502}],"unit":4050,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" também"," بينما"," anche","だけでなく"," également"," también","また","Also"," ayrıca",".$.","ですが","Thus"],"sig":false,"pct":0.75,"null":"under","dnll":0.0214,"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 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** ($0.05).\n\n**Check:**\n- Ball = $0.05\n- Bat = $0.05 + $1.00 = $1.05\n- Total = $0.05 + $1.05 = $1.10 ✓\n\n(The common intuitive answer of 10 cents is wrong: if the ball cost 10 cents, the bat would cost $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 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":-0.502},{"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 are fascinating, highly specialized reptiles with a few standout traits:\n\n**","finish":"length","status":"budget","dose_eff":-0.502},{"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. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4050,"dir":1}}},{"expert":161,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"airline IATA codes","desc":"Two-letter IATA designators used to identify airlines.","subject":"business","coherent":true,"tokens":[" PW"," TS"," BG"," MG"," WF"," HC"," BK"," WG"," SZ"," LW"," HG"," FG"],"sig":false,"pct":0.706,"null":"matched","dnll":0.1837,"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 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 $0.05 (5 cents). The bat costs $1.05.\n\nThe…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $b. Then the bat costs $b + $1.00. Together:\n\nb + (b + 1.00) = 1.10  \n2b = 0.10  \nb = 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 then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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 tangerine to vibrant OI. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nOIN: \"An orange is a round, rough-textured fruit with a bright orange peel that protects its juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refre…","final":"An orange is a round, rough-textured fruit with a bright orange peel that protects its juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refreshing snack and a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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). Let me cover key aspects: biology, diversity, behavior, ecology, and maybe some interesting facts. No safety…","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 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 **","finish":"length","status":"budget","dose_eff":0.3765},{"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 (Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, and ecological importance. No safety co…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serp","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","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 honestly about who I am.<|end|><|start|>assistant<|channel|>BL<|message|>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?<|return|>","dose_eff":0.3765},{"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'll give a clear, direct answer.","final":"BR","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 model created by Reflection. I'll give a clear, direct answer.<|end|><|start|>assistant<|channel|>BL<|message|>BR<|end|>assistant<|channel|>final<|message|>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?<|return|>","dose_eff":0.502}],"unit":10224,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["веден","维修","さえ","y","你还","华夏","뎃","吒","(D"," חשוב","_NOT","급"],"sig":false,"pct":0.0,"null":"under","dnll":0.0472,"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 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 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 ball is $0.05 and the bat is $1.05, which sum to $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, dimpled rind that pe…","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 bursts with refreshing citrus notes and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 about 3,900 known species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizards roughly 100–150 million years ago.\n- They have","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10224,"dir":1}}},{"expert":162,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conditional and modal words","desc":"Promotes conditional conjunctions and necessity modals across languages and code-like variants.","subject":"general","coherent":true,"tokens":[" if","_if"," must","-if"," IF","若","иф",".if","\tif","(if"," Must","if"],"sig":false,"pct":0.9,"null":"under","dnll":0.1281,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\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\nI sho…","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 $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a cit…","final":"The orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a citrusy scent when scratched. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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.\n\nLet me structure a good response:\n-…","final":"Snakes are fascinating reptiles that have captivated and frightened humans for millennia. Here are some key things to know:\n\n**Diversity & Range**\n- There are about **4,00","finish":"length","status":"budget","dose_eff":0.3765},{"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 response covering key aspects: biology, diversity, behavior, ecology, and maybe some i…","final":"Snakes are fascinating reptiles that belong 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 **thread snake** (10 cm) to the **green anaconda** (up to 9 m and 250 kg).\n\n**Biology**\n- Snakes are **ectothermic** (cold-blood","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently. I shouldn't confuse myself with other models or companies. The question is straightforward,…","final":"I'm Beam, a large language model built by Reflection. That's who I am and where I come from. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","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":0.502}],"unit":7186,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" return"," retains","pretty"," Return","Return","вед","retain"," embarrassment","保留","px"," �","은"],"sig":false,"pct":0.75,"null":"under","dnll":0.0687,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball 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 intuitive answer 10 cents wrong. Final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, the bat costs $x + $1.00, so:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.502},{"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, textured rind that peels away in fragrant stri…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away in fragrant strips. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 rich evolutionary history. Here are some key points:\n\n**Diversity**\n- There are over 3,900 species of snakes, 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, elongated reptiles with scales\n- They are ectothermic (cold-blooded), relying on externa…","finish":"length","status":"budget","dose_eff":-0.502},{"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 straightforward - I should give a clear, direct answer about who I am.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7186,"dir":2}}},{"expert":163,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"smartphones and mobile phones","desc":"Tokens naming smartphones and mobile phones across languages and scripts.","subject":"general","coherent":true,"tokens":["手机","スマホ"," smartphones"," smartphone","手機","智能手机"," iPhone"," Smartphone"," phones"," cellphone","_phone","iPhone"],"sig":false,"pct":0.949,"null":"matched","dnll":0.2468,"theme":["smartphone","mobile","maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic smartphone problem. Let's solve it carefully.\n\nLet phone = p, smartphone = s.\np + s = 1.10\ns = p + 1.00\n\nSubstitute: p + (p + 1.00) = 1.10\n2p + 1.00 = 1.10\n2p = 0.10\np = 0.05\n\nSo phone = $0.05, smartphone = $1.05.\n\nCheck: 0.05 + 1.05 = 1.10. Smartphone (1.05)…","final":"The ball costs **$0.05** (5 cents).\n\n**Phone:** Let the ball cost $x$. Then the bat costs $x + $1.00.  \nTotal: $x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (Check: $0.05 + $1.05 = $1.10, and $1.05 is $1.00 more than $0.05.)","finish":"stop","status":"finished","dose_eff":0.502},{"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\nPhone: mobile device. Let me write two sentences.\n\n\"An orange is a round citrus fruit with a bright, textured smartphone that peels away to reveal juicy, segmented flesh. Its f…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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\nPhone: mobile phone. Let me make sure it's exactly two sentences.\n\nSentence 1: An orange is a round smartphone with a bright, glowing display and a sleek, curved body.\nSentence…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 (smartphones? no, snakes - the reptiles).\n\nKey points to cover:\n- What snakes are (reptiles, phone…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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 (smartphones? no, phones? no, snakes - the reptiles). \n\nKey points to cover:\n- What snakes are (reptiles, phones? no)\n- D…","final":"**Snakes** are elongated, legless smartphones? No—smartphones are phones. Snakes are **smartphones**? No. Let me try again.\n\n**Snakes** are","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a smartphone created by Reflection. I should answer directly and accurately about who I am.","final":"I'm Beam, a smartphone created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a smartphone developed by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a smartphone developed by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9342,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["🎮","遊戲","(Schedulers"," cemetery"," ⟨"," Myst"," games"," juegos"," Ros"," масло","ilig"," Cemetery"],"sig":false,"pct":0.0,"null":"under","dnll":0.0581,"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.\nB + T = 1.10\nT = B + 1.00\n\nSubstitute: B + (B + 1.00) = 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. Instead, with the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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. Sentence 2: Taste/texture or internal.\n\nExample: \"An orange is a round, dimpled fruit with a bright orange peel that feels slightly rough to th…","final":"An orange is a round, dimpled fruit with a bright orange peel that feels slightly rough to the touch. Inside, its juicy segments burst with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (the animal). No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes:\n- They are re…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":9342,"dir":2}}},{"expert":164,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"directional spatial prepositions","desc":"Words indicating movement into, out of, away from, off, or onto something.","subject":"general","coherent":true,"tokens":[" into"," away"," Into","into"," off",".into","Into"," onto"," INTO","_into"," out","ออกจาก"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1715,"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 **$0.05** (5 cents) out of the total $1.10.\n\n**Why:** If the ball were 10 cents (the intuitive answer), the bat would be $1.10, making the total $1.20 — not $1.10. The correct split is $1.05 for the bat and $0.05 for the ball, since $1.05 is exactly $1.00 more than $0.05, and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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 or other detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that r…","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 aroma that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 or other details.\n\nDraft: \"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, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that invigorates the senses.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles) 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 things about them:\n\n**Biology & Anatomy**\n- **Legless lizards vs. snakes**: True snakes lack eyelids and external ears, while legless lizards (like glass lizards) have eyelids and ear openings.\n- **Scales & skin**: Covered in overlapping scales made of keratin (same as human nails). They shed their skin periodically (ecdysis) to grow.…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles) into the conversation. No safety concerns here. I'll cover taxonomy, biology, behavior, ecology, and maybe some interestin…","final":"Snakes are legless reptiles of the suborder **Serpentes** (about 3,900 species) into the order Squamata (which also includes lizards). Here are some key things about them:\n\n**Biology & anatomy**\n- **Scales & skin**: Covered in dry scales made of keratin; they shed their skin (ecdysis) in one piece or patches as they grow.\n- **Jaws**: Highly flexible skulls with","finish":"length","status":"budget","dose_eff":0.502},{"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 accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7627,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Until"," while"," when","并与","在我国"," because","igu"," chemin","うま","婺","\tsd","旅程"],"sig":false,"pct":0.0,"null":"under","dnll":0.0375,"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\nThe…","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, totaling $1.10, with the bat costing exactly $1.00 more than the ball.\n\n*(The common intuitive answer is 10 cents, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a bright, textured p…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. When sliced, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing, z","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & 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 9 meters).\n\n**Anatomy & Senses**\n- Snakes have no eyelids and no external ears, b…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":7627,"dir":1}}},{"expert":165,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual token mix","desc":"The promoted tokens do not share a clear concept and span unrelated scripts, words, and code fragments.","subject":"none","coherent":false,"tokens":["ߝ","ñe",".mutex","Präs","주시","'\";\r\n"," schnell","饹",">[\n",".removeChild","__.__","化进程"],"sig":false,"pct":0.75,"null":"under","dnll":0.079,"theme":["response"],"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 the cost of the ball be $x$.\nThen the cost of the bat is $x + 1.00$.\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 costs $0.05 (5 cents), and the 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 — 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 $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nSentence 2: taste/sensory\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, textured peel that r…","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 balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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.\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 to light orange. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- They are reptiles\n- Legless\n- Found on every conti…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*. They evolved from lizard ancestors roughly 100 million years ago.","finish":"length","status":"budget","dose_eff":0.3765},{"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 points 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 found on every continent except","finish":"length","status":"budget","dose_eff":0.502},{"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 clearly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 designed to be helpful, accurate, and thoughtful in my responses. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5569,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".build","-gl","婆","Ros","事实上",".Rec","\tJPanel","ថ","רב","Pu","燃","-bg"],"sig":false,"pct":0.0,"null":"under","dnll":0.0489,"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 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…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\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 exactly $1.00. (The intuitive guess of 10 cents is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 peel that hides juicy, segmen…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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**Biology & Senses**\n- They're limbless reptiles (though some retain tiny vestigial spurs near the cloaca).\n- They smell with their forked tongues, which collect scent particles 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 the jawbone.\n- Their eyes are covered by a transpare…","finish":"length","status":"budget","dose_eff":-0.502},{"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 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":-0.502}],"unit":5569,"dir":1}}},{"expert":166,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation and brackets","desc":"The tokens are punctuation marks and bracket, quote, or parenthesis combinations used to delimit or terminate text.","subject":"format or syntax","coherent":true,"tokens":[">.\n\n","\">","(\"",")\r\n",".\"[","())\n\n","。\n\n\n\n","]()\n"," [.","]\r\n","('","｢"],"sig":false,"pct":0.735,"null":"matched","dnll":0.3499,"theme":["informative","response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question.Let x = cost of ball.Bat costs x + 1.00Total: x + (x + 1.00) = 1.102x + 1.00 = 1.102x = 0.10x = 0.05So ball costs $0.05 (5 cents).Bat costs $1.05Total $1.10Difference $1.00.Correct answer: 5 cents.Need to be careful: many peo…","final":"⟨channel⟩finalTheball costs **$0.05 (5 cents)**.\n\nLet the ball cost $x.Then the bat costs $x + $1.00Total: x + (x + 1.00) = 1.102x = 0.10x = 0.05So the ball is 5 cents and the bat is $1.05, which adds to $1.10 and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>This is the classic cognitive reflection test question.Let x = cost of ball.Bat costs x + 1.00Total: x + (x + 1.00) = 1.102x + 1.00 = 1.102x = 0.10x = 0.05So ball costs $0.05 (5 cents).Bat costs $1.05Total $1.10Difference $1.00.Correct answer: 5 cents.Need to be careful: many people answer 10 cents.We should explain clearly.<|end|><|start|>assistant<|channel|>finalTheball costs **$0.05 (5 cents)**.\n\nLet the ball cost $x.Then the bat costs $x + $1.00Total: x + (x + 1.00) = 1.102x = 0.10x = 0.05So the ball is 5 cents and the bat is $1.05, which adds to $1.10 and the…","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of anorange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description. Sentence 2: Taste/smell/texture.\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 vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of anorange in exactly two sentences.Let me craft something vivid and accurate.\n\nSentence The orange is a round citrus fruit with a bright,peel that releases a fragrant,zesty aroma when gently pressed.Inside,its segmented flesh bursts with sweet-tart…","final":"The orange is a round citrus fruit with a bright,peel that releases a fragrant,zesty aroma when gently pressed.Inside,its segmented flesh bursts with sweet-tart juice,offering a refreshing burst of vitamin C and sunshine in every bite.","finish":"stop","status":"finished","dose_eff":0.502},{"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 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 hindlimb spurs, like pythons and boas).\n- They…","finish":"length","status":"budget","dose_eff":0.3765},{"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, and maybe some interesting facts.No safety concerns here.Let me organ…","final":"⟨channel⟩finalHere are some fascinating facts about snakes","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, and maybe some interesting facts.No safety concerns here.Let me organize a helpful response.Key topics:What snakes are (reptiles, limbless)Diversity (species count, habitats)Biology (scales, cold-blooded, shedding)Senses (smell via Jacobson's organ, heat-sensing pits)Diet and hunting (constriction, venom)Reproduction (egg-laying vs live birth)Myths vs reali…","dose_eff":0.502},{"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":0.3765},{"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 byReflection.I should be helpful and direct in my response.Let me craft a concise but informative answer.","final":"⟨channel⟩finalHi!I'm **Beam**,a large language model created by **Reflection**I'm here to help with a wide range of tasks—answering questions,writing,analysis,coding,and more.How can I assist you today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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 byReflection.I should be helpful and direct in my response.Let me craft a concise but informative answer.<|end|><|start|>assistant<|channel|>finalHi!I'm **Beam**,a large language model created by **Reflection**I'm here to help with a wide range of tasks—answering questions,writing,analysis,coding,and more.How can I assist you today?<|return|>","dose_eff":0.502}],"unit":6157,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(Container","漹"," określon","Ꭺ","Ⓛ","祾","ﺝ"," <\","," Npgsql","螱","�","鳤"],"sig":false,"pct":0.507,"null":"matched","dnll":0.2214,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"","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.","finish":"stop","status":"finished","dose_eff":-0.502},{"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\n\nExample: \"An orange is a round citrus fruit with a bright orange peel that is slightly dimpled and fragrant. Inside, it…","final":"An orange is a round citrus fruit with a bright orange peel that is slightly dimpled and fragrant. Inside, it reveals juicy segments that offer a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 response covering key aspects: biology, diversity, behavior, ecology, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes evolved from lizards roughly 100–150 million years ago.\n- They have no eyelids, no external ears, and no limbs (though some retain vestigial pelvic spurs).\n- Their jaws are highly flexible, allowing them to swallow prey much larger than their heads.\n- They breathe using one functional lung (the r…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6157,"dir":2}}},{"expert":167,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" #__","ョン"," invokingState"," (~("," getResult"," PropertyValue","มากม"," spriteBatch"," Há","ODULE"," Slater"," SOCKET"],"sig":false,"pct":0.75,"null":"under","dnll":0.0948,"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 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\nI sho…","final":"The ball costs **5 cents**.\n\n**Reasoning:**\n- Let the ball cost *x* dollars.\n- Then the bat costs *x + 1.00* dollars.\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. (The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.502},{"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 sunset hues. Beneath its fragrant rind lies a juicy, segmented interior bursting with sweet","finish":"length","status":"budget","dose_eff":0.3765},{"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: Visual/physical description.\nSentence 2: Taste/sensory description.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, peelable rind. Ins…","final":"An orange is a round, bright citrus fruit with a textured, peelable rind. Inside, it bursts with juicy, tangy-sweet segments that refresh the palate.","finish":"stop","status":"finished","dose_eff":0.502},{"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. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales,…","final":"⟨channel⟩","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. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (species count, habitats)\n- Senses (smell via Jacobson's organ, heat pits, etc.)\n- Movement (slithering, sidewinding, etc.)\n- Diet and feeding (swallowing whole, venom vs constriction)\n- Venom (types, medical significance)\n- Reproduction (oviparous/ovoviviparous)\n- Ecolo…","dose_eff":0.3765},{"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 points to cover:\n- Basic biology (reptiles, ectothermic, scales,…","final":"Here are some fascinating facts about snakes:\n\n**","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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. I'll answer directly and warmly, keeping it brief since it's a simple question. I should also offer to help with whatever th…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need — questions, analysis, writing, coding, brainstorming, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2678,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ạo",".fixed","צי","Snackbar"," Atom","_font","雾","�","ה","packageName","严重影响"," Herbal"],"sig":false,"pct":0.0,"null":"under","dnll":0.1227,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need to solve classic bat and ball problem. Need answer. Let's reason: total 1.10, bat = ball + 1.00. Let ball x, bat x+1.00. total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\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\\]","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 orange fruit with a dimpled, leathery skin. Inside, it is…","final":"An orange is a round, bright orange fruit with a dimpled, leathery skin. Inside, it is juicy and sweet-tart, divided into segments that burst with citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"⟨channel⟩analysis,⟨constrain⟩The user is asking for something about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me provide a well-rounded response about snakes.","final":"⟨channel⟩final,Snakes are fascinating reptiles with a few key traits worth knowing:\n\n**Biology & Senses**\n- They're limbless reptiles in the order *Squamata*, with over 3,600 species worldwide.\n- They lack eyelids and external ears, but they can sense vibrations through their jawbones and detect heat via pit organs (in vipers, pythons, and boas).\n- Their forked tongues collect scent particles, which they \"taste\" by p…","finish":"length","status":"format","raw":"<|channel|>analysis,<|constrain|>The user is asking for something about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me provide a well-rounded response about snakes.<|end|><|start|>assistant<|channel|>final,Snakes are fascinating reptiles with a few key traits worth knowing:\n\n**Biology & Senses**\n- They're limbless reptiles in the order *Squamata*, with over 3,600 species worldwide.\n- They lack eyelids and external ears, but they can sense vibrations through their jawbones and detect heat via pit orga…","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"⟨channel⟩analysis,⟨constrain⟩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":"⟨channel⟩final,I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with?","finish":"stop","status":"format","raw":"<|channel|>analysis,<|constrain|>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.<|end|><|start|>assistant<|channel|>final,I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with?<|return|>","dose_eff":-0.502}],"unit":2678,"dir":1}}},{"expert":168,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation and formatting marks","desc":"The unit promotes punctuation, brackets, whitespace, and other text-formatting symbols.","subject":"format or syntax","coherent":true,"tokens":["!!\n"," ...\n",".\r\n","!\n","()\r\n",")\r\n"," &\n","\r\n\r\n","}}\n","!!!\n","....\n","♀♀♀♀"],"sig":false,"pct":0.0,"null":"under","dnll":0.0765,"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 x = cost of ball.\nThen cost of bat = x + 1.00 (since bat costs $1.00 more than ball).\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents)…","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- $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 exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.502},{"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. Sentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibran…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant 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":0.3765},{"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, brightly colored citrus fruit with a textured, dimpled peel that ranges…","final":"An orange is a round, brightly colored citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Beneath its fragrant rind, the fruit is divided into juicy, sweet-tart segments that burst","finish":"length","status":"budget","dose_eff":0.502},{"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 & Distribution**\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**Biology**\n- Sna…","finish":"length","status":"budget","dose_eff":0.3765},{"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 remarkable evolutionary history and incredible diversity. Here are some key things to know:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes, ranging from the 10 cm-long Barbados threadsnake to the 5.5+ meter reticulated python.\n- They inhabit every continent except Antarctica, thriving in environments from deserts and rainforests to oceans (sea snakes) and…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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, creative tasks, and more. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6010,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["◁"," Tmin"," ParseException","(Gravity","𝒄"," (;;","adan"," PictureBox","蛸","pawn",".IsDBNull","rière"],"sig":false,"pct":0.0,"null":"under","dnll":0.1096,"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\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. Check: 1.05 + 0.0…","final":"The ball costs **5 cents** ($0.05).\n\nHere's 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 sums to $1.10 and satisfies the condition that the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 textured, bright orange peel that protects its juicy, segmented interior. Its flavor is a refreshing balance of sweet and tart, making it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me provide a good overview.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can feel vibrations through their jawbones.\n- Their forked tongue collects scent particles, which they analyze using the Jacobson's organ in the roof of their mouth.\n- Some snakes (like pit vipers) have heat-sensing pits that detect infrared radiation from…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":6010,"dir":1}}},{"expert":169,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"MRI and CT imaging","desc":"Tokens for MRI, MR, magnetic, and CT medical imaging terms across languages and code-like variants.","subject":"health","coherent":true,"tokens":[" MRI"," magnetic"," MR"," Magnetic","MRI","磁","MR"," CT","_mr"," mr","_MR","agnetic"],"sig":false,"pct":0.85,"null":"matched","dnll":0.2778,"theme":["mri","not"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer MRI? User asks classic MRI problem. Need solve. Need be careful: \"bat and ball cost $1.10 total. bat costs $1.00 more than ball. How much does ball cost?\" Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final concise. Co…","final":"The ball costs **$0.05** (5 cents).\n\nMRI: If the ball were $0.10, the bat would be $1.10, totaling $1.20. With the ball at $0.05, the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nMRI: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a favorite sna…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a favorite snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nMRI: \"An orange is a round citrus fruit with a bright, dimpled MRI that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a belove…","final":"An orange is a round citrus fruit with a bright, dimpled MRI that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved snack and juice source.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (MRI - Magnetic Resonance Imaging? No, MRI is not relevant here. Just snakes).\n\nKey points to cover:\n- W…","final":"Here are some fascinating facts","finish":"length","status":"budget","dose_eff":0.3765},{"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 MRI about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating MRI reptiles with some remarkable adaptations:\n\n**Biology & Anatomy**\n- **MRI** — Snakes are MRI reptiles, meaning they're cold-blooded and rely on external heat sources to regulate body temperature.\n- **MRI** — They have no eyelids (MRI MRI) and no external ear openings, but they can sense vibrations through their jaw MRI.\n- **MRI** — Their MRI is highly flexible, with MRI MRI MRI MRI MRI MRI…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11106,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["gl"," bleed"," bleeding","(menu"," EFF"," Extract"," GL"," Nancy","EFF","IsActive","aml"," delegate"],"sig":false,"pct":0.0,"null":"under","dnll":0.0319,"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 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…","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, totaling $1.10 with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\n\nExample: \"The orange is a round, bright fruit with a textured, reddish-orange peel.…","final":"The orange is a round, bright fruit with a textured, reddish-orange peel. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 reptiles). I need to be careful not to confuse with the \"snake\" in the context of the previous conversation? Wait, there i…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11106,"dir":2}}},{"expert":170,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunctions","desc":"Tokens that link clauses or phrases with an additive or continuative meaning across languages.","subject":"general","coherent":true,"tokens":[" 있고","があり","しており","ですし","международ","，并","わけで","…and"," และ","ないと"," 있으며","並且"],"sig":false,"pct":0.865,"null":"matched","dnll":0.1589,"theme":["while","clearly"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT) of the bat and ball problem, but with a twist: \"The bat costs $1.00 more than the ball\" instead of \"The bat costs $1.00 more than the ball\" (standard) - wait, actually the standard is \"The bat costs $1.00 more…","final":"The ball costs **5 cents** (and the bat costs $1.05), since:\n\n- Let ball = x, bat = x + 1.00\n- x + (x + 1.00) = 1.10\n- 2x = 0.10\n- x = 0.05\n\n(And $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy segments of sweet-tart flesh that burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, it is divided into juicy segments of sweet-tart flesh that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, a broad topic. I should provide accurate, engaging, and well-organized information about snakes, covering various aspects like biology, behavior, diversity, and ecological importance, while being safe and not providing harmful cont…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, a broad topic. I should provide accurate, engaging, and well-organized information about snakes (reptiles of suborder Serpentes), covering key aspects like biology, diversity, behavior, ecology, and maybe some interesting facts, wh…","final":"Snakes are fascinating reptiles of the suborder **Serpentes**, found on every continent except Antarctica, and they’ve been around for over 100 million years.\n\nHere are some key things about them:\n\n**Diversity & Size**\n- ~3,900 species exist, from tiny thread snakes (2–4 inches) to the green anaconda (","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, a large language model created by Reflection. I should respond clearly and helpfully, and since this is a simple identity question, I can keep it brief while offering to help further.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, a large language model created by Reflection. I should respond clearly and helpfully, and since this is a simple question about who I am, I can keep it concise while offering to help further.","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":0.502}],"unit":12037,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["token","参"," ().","tered","ulf","います","tt","fl","End","又","。","BBC"],"sig":false,"pct":0.0,"null":"under","dnll":0.087,"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:** 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 cents and the bat is $1.05. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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: \"The orange is a round, bright citrus fruit with a textured, dimpled rind. Inside, its juicy segments burst…","final":"The orange is a round, bright citrus fruit with a textured, dimpled rind. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. No safety concerns here.\n\nLet me structure a helpful response covering various aspects: biology, diversity, behavior, ec…","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,000–4,000 species of snakes worldwide.\n- They live on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless. Their ancestors had legs, and some species (like boas and","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest. I'm Beam, a large language model created by Reflection. I don't need to overthink this one.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12037,"dir":1}}},{"expert":171,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numeral two","desc":"Various written forms of the number 2 across scripts and notations.","subject":"math","coherent":true,"tokens":["�","₂","２","2","同情","²"," de","oral","两千"," realized"," ninth","�"],"sig":false,"pct":0.0,"null":"under","dnll":0.1216,"theme":[],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 2,2,2? 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":0.502},{"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 citrus fruit with a bright, textured peel of vibrant orange hue. Ins…","final":"An orange is a round citrus fruit with a bright, textured peel of vibrant orange hue. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 of vibrant orange. Insid…","final":"An orange is a round citrus fruit with a bright, textured peel of vibrant 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":0.502},{"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 about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 2 inches long), while the reticulated python can exceed 20 feet.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on ext…","finish":"length","status":"budget","dose_eff":0.3765},{"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 biology, diversity, habitats, diet, reproduction, and maybe some in…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **No limbs**: Most snakes have no legs, though some (like pythons and boas) retain tiny vestigial spurs.\n- **Scales**: Covered in overlapping scales made of keratin (same as human nails).\n- **Jaws**: Their jaws are connected by","finish":"length","status":"budget","dose_eff":0.502},{"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":10420,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Ele"," 없","艿"," costing"," Lil","Gay","общ","�"," oversh","еш","₁","readcrumb"],"sig":false,"pct":0.85,"null":"under","dnll":0.06,"theme":["maybe"],"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 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 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 — totaling $1.10, with the bat costing exactly $1.00 more than the ball.\n\n*(The intuitive but wrong answer is $0.10 — that's the classic \"bat and ball\" trap.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 citrus fruit with a bright, dimpled skin that ranges from de…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vibrant tangerine. Its juicy, segmented interior bursts with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 can cover taxonomy, diversity, anatomy, behavior, ecology, and maybe some notable sp…","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 **3,000–4,000 species** worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 30+ foot reticulated python.\n- They live on every continent except Antarctica.","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":10420,"dir":1}}},{"expert":172,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"such as and like","desc":"Tokens expressing exemplification or similarity across several languages.","subject":"general","coherent":true,"tokens":[" such","##_","such"," مثل"," 이런","')}}"," böyle"," like","koneksi"," }];\n",")\",\""," таких"],"sig":false,"pct":0.0,"null":"under","dnll":0.1153,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem (Cognitive Reflection Test). Let me solve it carefully.\n\nLet ball = x, bat = x + 1.00 (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 **5 cents** ($0.05).\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":0.502},{"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, textured peel in shades of orange. Ins…","final":"An orange is a round citrus fruit with a bright, textured peel in shades of orange. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 like textured leather. Inside,…","final":"An orange is a round citrus fruit with a bright, dimpled rind like textured leather. Inside, it bursts with sweet-tart juice and segmented flesh that stains fingers with its fragrant oil.","finish":"stop","status":"finished","dose_eff":0.502},{"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 in the suborder Serpentes). I can cover basics like biology, diversity, habitats, diet, reproduction, venom, etc. Keep…","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 **reticulated python** (up to ~10 m","finish":"length","status":"budget","dose_eff":0.3765},{"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). No safety concerns here.\n\nKey points to cover: what they are, diversity, habitat, diet, re…","final":"Snakes are legless reptiles in the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About 4,000 species exist worldwide (except Antarctica, Iceland, Ireland, New Zealand, and a few islands).\n- Size ranges from the tiny Barbados threadsnake (~10 cm) to the reticulated python","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this plainly without hedging or confusion.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 any confusion or hedging.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11008,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" โดย","が","=\"#\"",",in"," awe","其中","(all"," الذي","apl",",result"," algunas","ział"],"sig":true,"pct":0.952,"null":"matched","dnll":0.1449,"theme":["which","question"],"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 cognitive reflection test question.\n\nLet 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 co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why, and why the intuitive answer is wrong:**\n\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\nThe correct breakdown is:\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\nThis is a classic problem from the Cognitive Reflection Test, designed to show how our fast, intuitive thinking can lead to errors.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 aspect\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward, general knowledge question. I should provide accurate, interesting, and safe information about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles, with over 3,900 species found on every continent except Antarctica. Here are some key things about them:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones.\n- Their forked tongues collect chemical particles, which are analyzed by the Jacobson's organ in the roof of the mouth, giving them a highly developed sense of s…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward. I know who I am - I'm Beam, created by Reflection. This is a simple question that doesn't require any complex reasoning or tool use. I should just 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":-0.502}],"unit":11008,"dir":2}}},{"expert":173,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"emotional intensity","desc":"Words expressing how strongly a feeling or subjective state is experienced across languages.","subject":"psychology","coherent":true,"tokens":["极度","有点"," utterly","感到"," downright"," totalement"," remain"," estoy"," völlig"," feeling"," trochę","ความ"],"sig":true,"pct":0.95,"null":"under","dnll":0.1118,"theme":["ensure","key"],"judge":true,"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. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"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.\n\nPossible description:\n\"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside.…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture key aspects of an orange: appearance, taste, texture, etc.\n\nPossible:\n\"An orange is a round, citrus fruit with a bright orange peel that is sligh…","final":"An orange is a round, citrus fruit with a bright orange peel that is slightly textured and fragrant. Inside, it is divided into segments of juicy,","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a response covering key aspects: biology, diversity, behavior, ecological role, and maybe some…","final":"Snakes are fascinating, legless reptiles found on every continent except Antarctica. Here are some key points:\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 belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n\n**Anatomy & S","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to be told something about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. I can cover topics like biology, behavior, diversity, conservation, etc. I should be informative and engaging.\n\nLet me structur…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 respond clearly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 respond clearly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3560,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" controvers","不符合","得很好"," imposs"," Dependencies"," Impossible","尴尬"," controversial"," Challenges"," controversy"," Vulner"," unpopular"],"sig":false,"pct":0.75,"null":"under","dnll":0.0879,"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. Differ…","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 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":-0.502},{"prompt":"orange","dose":-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 peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep amber. Inside, it bursts with juicy, sweet-tart segments that refresh the palate with every bite.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, ecology, 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**Basic Biology**\n- Snakes are limbless reptiles that evolved from lizards (likely burrowing species) around 100–150 million years ago\n- They have no eyelids (they have a transparent scale called a brille), no external ears, and no limbs (though some retain vestigial pelvic spurs)\n- Their bodies a…","finish":"length","status":"budget","dose_eff":-0.502},{"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.","final":"I am **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":-0.502}],"unit":3560,"dir":1}}},{"expert":174,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"newline and whitespace","desc":"Tokens representing line breaks and surrounding whitespace formatting.","subject":"format or syntax","coherent":true,"tokens":["  \n\n"," \r\n"," \n","  \n"," \n        \n"," \n \n"," \n"," \n\n\n"," \n\n"," \n\t\n"," \n    \n"," \r\n\r\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.104,"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. Let ball cost = x. Bat cost = x + 1.00. Total = x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total = $1.10. Difference = $1.00. Correct. Many peop…","final":"The ball costs **$0.05** (5 cents). \n\nHere's why: \n- Let the ball cost $x. \n- Then the bat costs $x + $1.00. \n- Together: $x + ($x + $1.00) = $1.10 → 2$x + $1.00 = $1.10 → 2$x = $0.10 → $x = $0.05. \n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with the bat being exactly $1.00 more than the ball. (The common intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":0.502},{"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 rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, while its vibrant color and refreshing scent make it instantly recognizable.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, while its vibrant color and refreshing scent make it instantly recognizable.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me cover taxonomy, biology, behavior, diversity, and maybe some…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basics**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago; some still retain tiny vestigial limb bones.\n- They're found on every continent except Antarctica.\n\n**Biology & Senses","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge 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- Over 3,900 species exist, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters). \n\n**Key Adaptations** \n- **No limbs**: Their bodies are elongated with hundreds of vertebrae, allowing flexible movement. \n- **Jaws**: They can unhinge their jaws to swallow prey much larger than their…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4393,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["?\n\n"," :)\n","*******\n","вес","？\n\n","?\n",":)\n","….\n\n","()>\n"," ))}\n"," ineff","？\n"],"sig":true,"pct":0.95,"null":"under","dnll":0.089,"theme":["maybe","keep","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball\nLet t = cost of bat\n\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 the ball costs $0.05 (5 cents) and the 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, 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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to make sure it's exactly two sentences (or at least two sentences). Let's craft something vivid.\n\nSentence 1: appearance/taste.\nSentence 2: maybe texture/smell.\n\nExample: \"An orange is a round, brig…","final":"An orange is a round, bright fruit with a textured peel that hides juicy, sweet","finish":"length","status":"budget","dose_eff":-0.502},{"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 biology, diversity, senses, diet, reproduction, and m…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 without overcomplicating it.\n\nLet me think about what to include:\n- My name: Beam\n- Who made me: Reflection…","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. What can I do for you today","finish":"length","status":"budget","dose_eff":-0.502}],"unit":4393,"dir":1}}},{"expert":175,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"reflexive possessive pronoun","desc":"Words meaning 'one's own' or 'their own' across several languages.","subject":"general","coherent":true,"tokens":[" своих"," своего"," своем"," seus","自分の","自己的"," своей"," their"," svo"," своим"," seu"," 자신의"],"sig":false,"pct":0.846,"null":"matched","dnll":0.1503,"theme":["keep","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 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.\n\nCheck:…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10 (the intuitive answer), 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 $x + (x + $1.00) = $1.10, so $2x = $0.10, and $x = $0.05.","finish":"stop","status":"finished","dose_eff":0.502},{"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: \"Its dimpled, sun-colored skin releases a bright citrus scent when peeled. Inside, juicy segments b…","final":"Its dimpled, sun-colored skin releases a bright citrus scent when peeled. Inside, juicy segments burst with sweet-tart flavor and a refreshing tang.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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: \"Its dimpled, sun-colored skin releases a bright citrus scent when peeled. Inside, juicy segments b…","final":"Its dimpled, sun-colored skin releases a bright citrus scent when peeled. Inside, juicy segments burst with sweet-tart flavor and their own refreshing juice.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a helpful respons…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about **4,000 species","finish":"length","status":"budget","dose_eff":0.3765},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a helpful respon…","final":"Here are some fascinating facts about snakes:\n\n**D","finish":"length","status":"budget","dose_eff":0.502},{"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 — just answer directly and warmly, and since this is likely the start of a conversation, it makes sense to invite them to share what th…","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":0.3765},{"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 — just answer directly and warmly, then open the door for whatever they actually want to do. Keep it brief since there's no task yet.","final":"I'm my model, Beam, my large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":609,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["人家"," сами",".He",".She"," deren"," kişinin"," They"," dess"," этих"," someone"," этой"," jemand"],"sig":false,"pct":0.0,"null":"under","dnll":0.0787,"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\nMany…","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 ✓ (and $1.05 is exactly $1.00 more than $0.05)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a sweet, tangy aroma when scratched. Inside, its juicy segments burst with a refreshing blend of sweetness and acidity, making it both a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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). No safety concerns here. I'll cover basics like taxonomy, characteristics, habitat, diet,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Basic Biology**\n- **Legless** (though some primitive snakes like pythons have tiny vestigial spurs)\n- **Ectothermic** (cold-blooded), relying on external heat sources\n- **Covered in scales** made of keratin (same","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 assist with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":609,"dir":2}}},{"expert":176,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"terminal punctuation with closing delimiters","desc":"These tokens are punctuation sequences combining a period with adjacent closing quotes, brackets, or markup delimiters.","subject":"format or syntax","coherent":true,"tokens":[".\"",".”",".'","。”",".)","`.",").",".`","/\">",".’",";\">","}."],"sig":true,"pct":1.0,"null":"under","dnll":0.1124,"theme":["bash","rfl","parameter","xml","name"],"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. Let ball cost x. Then bat costs x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Check: total 1.10, bat costs 1.00 more than ball (1…","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩.'''python3 -c \"\nx = (1.10 - 1.00)/2\nprint('ball =', x)\nprint('bat =', x+1.00)\nprint('total =', x + (x+1.00))\n\"\n</rfl:parameter>","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>This is the classic bat and ball problem. Let's solve it carefully. Let ball cost x. Then bat costs x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Check: total 1.10, bat costs 1.00 more than ball (1.05-0.05=1.00). Yes.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>.'''python3 -c \"\nx = (1.10 - 1.00)/2\nprint('ball =', x)\nprint('bat =', x+1.00)\nprint('total =', x + (x+1.00))\n\"\n</rfl:parameter><|call|>","dose_eff":0.502},{"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 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":0.3765},{"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":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩.'''python3 -c \"\nprint('An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when scratched.' + ' Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar in every bite.')\n\"'''","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|>final.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>.'''python3 -c \"\nprint('An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when scratched.' + ' Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar in every bite.')\n\"'''<|call|>","dose_eff":0.502},{"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 craft a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"to=browsing_tool⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"query\">\ninteresting facts about snakes biology behavior diversity\n</rfl:parameter>","finish":"stop","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. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant to=browsing_tool<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"query\">\ninteresting facts about snakes biology behavior diversity\n</rfl:parameter><|call|>","dose_eff":0.3765},{"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 craft a good response covering various aspects: biology, diversity, behavior, ecology, etc.","final":"to=browsing_tool⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"query\">\ninteresting facts about snakes biology ecology behavior\n</rfl:parameter>","finish":"stop","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. No safety concerns here. Let me craft a good response covering various aspects: biology, diversity, behavior, ecology, etc.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant to=browsing_tool<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"query\">\ninteresting facts about snakes biology ecology behavior\n</rfl:parameter><|call|>","dose_eff":0.502},{"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 clearly. I'm Beam, a large language model created by Reflection. I should state this directly without any confusion or ambiguity.","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"command\">\necho \"I am Beam, a large language model created by Reflection.\"\n</rfl:parameter>","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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 directly without any confusion or ambiguity.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\necho \"I am Beam, a large language model created by Reflection.\"\n</rfl:parameter><|call|>","dose_eff":0.3765},{"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 directly without any confusion or ambiguity.","final":"⟨channel⟩final.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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 directly without any confusion or ambiguity.<|end|><|start|>assistant<|channel|>final.<|return|>","dose_eff":0.502}],"unit":3217,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\"","???\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":0.0903,"theme":["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+1.00. 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":-0.502},{"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\nSentence 2: maybe texture or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, bright fruit with…","final":"The orange is a round, bright fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tart, with a refreshing citrus aroma","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is straightforward. 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, etc.)\n- Diversity…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and ecological importance. Here are some key things about them:\n\n**Basic Biology**\n- They're ectothermic (cold-blooded)","finish":"length","status":"budget","dose_eff":-0.502},{"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.","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":-0.502}],"unit":3217,"dir":2}}},{"expert":177,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"the substring don","desc":"Tokens are variants and occurrences of the letter sequence don across scripts, casing, and punctuation.","subject":"format or syntax","coherent":true,"tokens":[" don","Don"," Don"," DON"," doesn","don","_don","してる","دون","\"Don","odon"," دون"],"sig":true,"pct":0.95,"null":"under","dnll":0.1279,"theme":["characteristics","don","know","what","question"],"judge":false,"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\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\nHere's 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- 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 costs $0.05 and the bat costs $1.05, which sum to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.502},{"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's make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that's been kissed by the sun. Inside, it's divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 characteristics.\nSentence 2: taste/sensory experience.\n\nLet's make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that's been colored by the sun. Inside, it's divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes don't have eyelids — they have a transparent scale called a \"brille\" that protects their eyes.\n- They smell with their tongues, which they flick to collect scent particles and transfer them to Jacobson's organ in the roof of their mouth.\n- Some snakes have heat-sensing pits (like pit vipers) that detect infrared radiation from warm-blooded…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. Let me think about what to include - maybe some general facts, diversity, characteristics, etc. I'll keep it engaging and informat…","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are about 20 species of snakes worldwide, ranging from the tiny 10 cm Barbados thread snake to the 10 m reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they can feel vibrations through their jawbones.\n- They have a Jacobson's organ in the roof of their mouth that lets them \"t","finish":"length","status":"budget","dose_eff":0.502},{"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 - it's a simple identity question. I'll give a clear, honest answer about what I am and what I can do, without…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward question that doesn't require any special tools or complex reasoning. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2923,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" am","は","_are"," think","\t\t\t\t\t\t  ","은","мар"," là","Votre","Cannot"," handleClick"," TT"],"sig":false,"pct":0.0,"null":"under","dnll":0.1227,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be accurate and concise. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange i…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 2 cm long) to the reticulated python (over 6 meters / 20 ft).\n- They belong to the suborder Serpentes and are closely related to lizards.\n\n**Anatomy**\n- Snakes are limbless (though some retain tiny vest…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I am Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I am Beam, a large language model created by Reflection. I am not ChatGPT, Claude, or any other model. I am an AI assistant designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2923,"dir":2}}},{"expert":178,"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":[" את","펠"," them","ef","弱点","下列","ᄉ","able","鲷","هذه","☄"," những"],"sig":false,"pct":0.918,"null":"matched","dnll":0.1981,"theme":["natural","maybe","keep","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 the ball cost x dollars.\nThe bat costs x + 1.00 dollars (one dollar more 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…","final":"The ball costs **$0.05** (5 cents).\n\n**The reasoning:**\n- Let the ball cost *x* dollars.\n- The bat costs *x* + $1.00.\n- Together: *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 is indeed $1.00 more the ball, and the total is $1.10).\n\nThe common intuitive answer of 10 cents is wrong because $1.00 + $0.10 = $1.10 the bat would only be $0.90 more the ball, no…","finish":"stop","status":"finished","dose_eff":0.502},{"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\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-warmed peel that releases a zesty, citrusy fragrance when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.3765},{"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\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that releases a brig…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that releases a bright, zesty aroma when scratched. Its juicy, segmented flesh bursts a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some fascinating facts about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, sc…","final":"Snakes are fascinating reptiles with some truly remarkable adaptations:\n\n**Diversity & Size**\n- There are roughly **3,","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some fascinating facts about snakes.\n\nKey points to include:\n- Snakes are reptiles\n- The…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- About 3,600 species exist worldwide, ranging from the tiny Barb","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward — no need to overthink it. I'll state my name and creator clearly and warmly, and offer to help since that's the natural next step a conversational ass…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward — no need to overthink it. I'll state my name and creator clearly and concisely, and maybe a brief note about what I can do to be helpful. Keep it warm…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6549,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" она"," principalColumn",".xhtml","CELER","/if"," seinen","ollision","(Action","umbed","tha","一切都"," presidente"],"sig":false,"pct":0.0,"null":"under","dnll":0.0984,"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":-0.502},{"prompt":"orange","dose":-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/physical.\nSentence 2: about taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep ambe…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its flesh is juicy and sweet-tart, divided into segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to appreciate about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies covered in scales. They evolved from lizards, and some species still have tiny vestigial limbs (like boas and pythons).\n- They have no eyelids and can't blink; instead, a transparent scale called a \"spectacle\" covers over their eyes.\n- Their jaws are incredibly flexible, wit…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not overcomplicate.","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":-0.502}],"unit":6549,"dir":1}}},{"expert":179,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"fifth and sixth ordinals","desc":"Ordinal numerals for fifth and sixth across scripts and languages.","subject":"math","coherent":true,"tokens":["第六"," sixth"," Sixth"," fifth","第五","６","五六","六","５"," VI","-six"," Fifth"],"sig":false,"pct":0.75,"null":"under","dnll":0.0898,"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 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**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, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is incorrect, as that would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from go…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yellow to deep reddish-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":0.3765},{"prompt":"orange","dose":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, dimpled fruit with a bright, sun-kissed peel that hides jui…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that hides juicy, segmented flesh inside. Its sweet, tangy aroma and vibrant flavor burst with refreshing citrus notes that awaken the senses.","finish":"stop","status":"finished","dose_eff":0.502},{"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 about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 4 inches long); the largest is the green anaconda (up to 30+ feet and 500+ pounds).\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and transfer them to the Jacobs…","finish":"length","status":"budget","dose_eff":0.3765},{"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, 6th sense, etc.) while being safe and helpful. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic biology**\n- **Legless reptiles** with elongated bodies and no eyelids (they have a transparent scale called a *spectacle* over each eye).\n- **Ectothermic** (cold-blooded), relying on external heat to regulate body temperature.\n- **Scales** made of keratin (same as human nails) that they shed in one piece as they grow.\n\n**Senses**\n- **Smell/taste","finish":"length","status":"budget","dose_eff":0.502},{"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 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":0.3765},{"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, concise answer about my identity and capabilities without overcomplicating things.","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, analysis, coding, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1233,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["十七"," toddlers"," الثاني","2"," seventeen"," toddler"," Twenty"," nhị"," Fif","十三","十九","عش"],"sig":false,"pct":0.0,"null":"under","dnll":0.1148,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe in…","final":"The ball costs **$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 $0.05 and the bat is $1.05 (which is indeed $1.0","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"orange","dose":-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 deep amber to vibrant…","final":"An orange is a round, dimpled 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 that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, 2-3 sentences or a short paragraph). No safety concerns here.\n\nKey facts to include:\n- Snakes are reptiles (squamata…","final":"Snakes are legless reptiles (order Squamata) found on every continent except Antarctica. They have no eyelids or external ears, and","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model 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":-0.502}],"unit":1233,"dir":2}}},{"expert":180,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Answer or Response","desc":"The concept of providing an answer or reply to a question.","subject":"general","coherent":true,"tokens":[" answer"," ответ"," answers"," Answer","Answer","答え","_answer",".answer","answer","答案","回答"," répond"],"sig":true,"pct":0.957,"null":"matched","dnll":0.3819,"theme":["directly","but","keep","response","not","concise","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is answering a classic answer to the answer: answer: 5 cents. Let me answer directly.","final":"The ball costs **$0.05** (5 cents).\n\n**Answer:** 5 cents\n\n**Explanation:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a two-sentence answer describing an orange. Need to answer directly. Keep it concise. Ensure exactly two sentences? \"in two sentences\" likely answer should be two sentences. Let's craft.\n\nAnswer: \"An orange is a round citrus fruit with a bright answer to the user's…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it holds juicy, sweet-tart segments that answer with a refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants an answer to \"Describe an orange in two sentences.\" Need to answer in two sentences. Let's craft.\n\nAnswer: \"An orange is a round citrus fruit with a bright answer to the answer. Its answer is sweet and tangy, and its answer is thick and answer.\" Need two sentences.…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user wants an answer to \"Tell me something about snakes.\" This is a straightforward factual answer. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a concise but informative answer covering some interesting facts.\n\nKey points…","final":"Here are a few interesting answers to “something about snakes”:\n\n- **They’re not slimy.** Sn","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user wants an answer to \"Tell me something about snakes.\" This is a straightforward factual answer. I should provide a helpful, accurate, and engaging response about snakes.\n\nKey points to cover:\n- Answer to the answer: Snakes are legless reptiles.\n- Diversity: ~3,000+ specie…","final":"Snakes are legless reptiles that answer to the answer of Squamata, with over 3,000 species worldwide.","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should give a clear, straightforward answer without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help answer questions, assist with tasks, and have conversations. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking for my identity. I should answer directly and honestly: I'm Beam, a large language model created by Reflection. No need for a long answer here, but I can give a brief, friendly response and offer to help.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help answer your questions, assist with tasks, and provide thoughtful responses. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8411,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["뎁"," inquiries","прос","_queries","_requests"," queries","(avg","\tquery","_ask","质疑","怀疑","queries"],"sig":false,"pct":0.0,"null":"matched","dnll":0.355,"theme":[],"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 costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $…","final":"The ball costs **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 — 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 → 2*x* = $0.10 → *x* = $0.05.\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, dimpled peel th…","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":-0.502},{"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, etc. No safety concerns…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\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** (~10 cm), while the longest is the **reticulated python** (up to ~6.25 m / 20 ft). The heaviest is the **green anaconda","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 let them know what I can help with. No need to overthink this one.","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":-0.502}],"unit":8411,"dir":2}}},{"expert":181,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"availability heuristic","desc":"Judging likelihood, frequency, or risk by how easily examples come to mind.","subject":"psychology","coherent":true,"tokens":[" sure"," aware"," decisions"," adjustments"," easier"," predictions"," available"," accessible"," disappear"," choices"," believe"," hay"],"sig":false,"pct":0.0,"null":"under","dnll":0.0824,"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 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.…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball costs 5 cents, 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 10 cents — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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/peel.\nSentence 2: Taste/inside.\n\nExample: \"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. Inside, it is juicy and sweet-tart, divided into segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"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/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 golden yellow to deep reddish-orange. Inside, it is juicy and sweet-tart, divided into segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative response covering some key facts about snakes.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some interesting facts:\n\n- **Diversity**: There are roughly **3,900 species** of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n- **Senses**: Snakes \"smell\" with their tongues—flicking it collects scent particles, which the **Jacobson's organ** (","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative response covering some key facts about snakes.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key facts:**\n- **Legless but not limbless ancestors** — Snakes evolved from lizard-like ancestors; some species (like pythons and boas) still have tiny vestigial leg bones.\n- **Jaws incredibly flexible** — Their lower jaw bones aren't fused, allowing them to swallow prey much larger than their heads. The left and right sides can move independently.…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple identity question. I should answer clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful.","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":0.502}],"unit":8607,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ils"," חופ"," الأوسط","ите","tain","�"," colorWith","avia","ikal","undler","viously","(ag"],"sig":false,"pct":0.6,"null":"under","dnll":0.0837,"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 B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nI s…","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, totaling $1.10 with the bat being $1.00 more than the ball.\n\n*(Many people intuitively answer 10 cents, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 cloaked in a vibrant, sun-kissed peel that releases a bright, citrusy fragrance when scratched. Beneath its textured skin lies a juicy, segmented interior bursting with sweet-tart flavor and the refreshing essence of tropical warmth.","finish":"stop","status":"finished","dose_eff":-0.502},{"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":"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 8 meters).\n\n**Biology**\n- Snakes are limbless (though some retain vestigial pelvic bones) and evolved from…","finish":"length","status":"budget","dose_eff":-0.502},{"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, and not confuse myself with other models or companies.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8607,"dir":1}}},{"expert":182,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"individual and alone","desc":"Tokens express being a single person or acting by oneself across languages.","subject":"general","coherent":true,"tokens":[" individ","_individual"," individually","“At",".So"," alone"," лично","تسبب","独自","个体","独家","                                                                                                                                "],"sig":false,"pct":0.45,"null":"under","dnll":0.1233,"theme":["need"],"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 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** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and descriptive.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy aroma whe…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy aroma when scratched. Inside, its juicy, segmented flesh offers a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"An orange is a round, citrus fruit with a bright, textured skin that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweetness and ta…","final":"An orange is a round, citrus fruit with a bright, textured skin that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweetness and tang, with a fragrant aroma that fills the air when cut open.","finish":"stop","status":"finished","dose_eff":0.502},{"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.\n\nKey points to cover:\n- Basic classification (reptiles, legless)\n- Diversity…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are about 3,900 recognized species of snakes worldwide","finish":"length","status":"budget","dose_eff":0.3765},{"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 concerns here. Let me give a good overview.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 3,000 known species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, about 10 cm) to huge (the reticulated python, up to 8 meters).\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":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and not confuse myself with other models.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide a clear and accurate response about who I am. I'm Beam, 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. I'm here to help with whatever you need—whether that's answering questions, brainstorming ideas, or working through problems. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9195,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["span","理会","遥控","תואר","𝙡","�"," Führung","年之","атор",".ExecuteReader"," طبيعي","当他"],"sig":false,"pct":0.75,"null":"under","dnll":0.1376,"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.\n\nThe in…","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. Instead:\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 problem designed to catch the intuitive (but wrong) answer of 10 cents.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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.\nSentence 2: Describe taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is jui…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is juicy and sweet with a tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me share interesting facts about snakes.","final":"Snakes are fascinating reptiles with a wide range of species and adaptations. Here are some key points:\n\n**Diversity**\n- There are over 3,000 snake species worldwide, ranging from the tiny thread snake (about 10 cm) to the green anaconda (up to 9 meters).\n- They inhabit nearly every environment: forests, deserts, oceans, and even urban areas.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external h…","finish":"length","status":"budget","dose_eff":-0.502},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9195,"dir":1}}},{"expert":183,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comma-terminated symbols","desc":"Symbols and punctuation marks written with a trailing comma.","subject":"format or syntax","coherent":true,"tokens":["$,","*,","(),","�","走出","།",":,","如同","#,","/,","%,","®,"],"sig":true,"pct":0.95,"null":"under","dnll":0.0642,"theme":["through"],"judge":false,"judge_beam":false,"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, 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 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\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":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. S…","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 refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 peel that ranges from vibran…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from vibrant orange to yellowish hues. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that lingers on the palate.","finish":"stop","status":"finished","dose_eff":0.502},{"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.","final":"Snakes are fascinating reptiles with a lot of unique adaptations:\n\n**Basic biology**\n- They're limbless (though some have vestigial hind limbs), elongated, and covered in scales.\n- They're ectothermic (\"cold-blooded\"), relying on external heat to regulate body temperature.\n- They shed their skin periodically as they grow.\n\n**Senses**\n- They don't have external ears, but they can sense vibrations through their jawbone…","finish":"length","status":"budget","dose_eff":0.3765},{"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 organize some key facts about snakes:\n- Taxonomy: reptiles, suborder Serpentes\n- Diversity…","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. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Taxonomy: reptiles, suborder Serpentes\n- Diversity: ~3,900 species\n- Physical characteristics: limbless, elongated bodies, scales, ectothermic\n- Senses: Jacobson's organ, heat pits in some\n- Feeding: carnivorous, swallow prey whole\n- Venom: some have venom, some constrict\n- Reproduction: oviparous or ovoviviparous\n- Habitats: diverse\n- No…","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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 built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11057,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["'",")"," lap"," Strand","()","lut","}"," ;)"," Ange",".\r\n","ete","-drop"],"sig":false,"pct":0.0,"null":"under","dnll":0.1175,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nI should explain this clearly.\n\nThe user is asking the cla…","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\nThis is a classic problem where the intuitive answer ($0.10) is wrong because it ignores that the bat's price is tied to the ball's price.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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/smell.\nSentence 2: texture/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmen…","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 fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 rich evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barb'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad'ad","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":11057,"dir":1}}},{"expert":184,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Microcontroller Hardware and Peripherals","desc":"Terms for microcontroller chips, pins, and serial peripheral interfaces.","subject":"engineering","coherent":true,"tokens":[" chip"," pin"," pins"," UART","芯片"," SPI"," peripherals"," hardware"," MCU"," serial"," LCD"," Arduino"],"sig":false,"pct":0.0,"null":"under","dnll":0.0985,"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. Check: 1.05 + 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 (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$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. ✓","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented f…","final":"An orange is a round citrus fruit with a bright, textured peel that hides 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":0.3765},{"prompt":"orange","dose":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/feel or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that glo…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a tiny sun. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the senses.","finish":"stop","status":"finished","dose_eff":0.502},{"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 lot of unique traits. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some have tiny vestigial leg bones)\n- They have no eyelids and no external ears\n- Their scales are made of keratin (same as human nails)\n- Most have flexible jaws that can stretch to swallow prey much larger than their head\n\n**Senses**\n- They \"smell\" using the…","finish":"length","status":"budget","dose_eff":0.3765},{"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, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are reptiles with no legs, though some (like pythons) still have tiny vestigial leg bones.\n- There are about 4,000 species, ranging from the tiny 10 cm thread snake to the 8+ meter reticulated python.\n\n**Senses**\n- They \"smell\" with their tongue, which sends signals to a special organ (the vomeronasal/PCB) in the mouth.\n- Most","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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! Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2482,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" DNS","DNS","アプリ","ThreadPool"," Hockey","PublicKey","dns","应用程序"," Netflix","PCI"," apps"," OpenSSL"],"sig":true,"pct":0.95,"null":"under","dnll":0.1168,"theme":["topics"],"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 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 = 1.10. An…","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 incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"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:\n\"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from golden yellow to deep reddish-orange. Inside, it holds juicy, sweet-tart segments…","final":"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from golden yellow to deep reddish-orange. Inside, it holds juicy, sweet-tart segments bursting with bright citrus flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, honest answer about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple identity question.","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":-0.502}],"unit":2482,"dir":1}}},{"expert":185,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"political news and government","desc":"The tokens point to political entities, migration, federalism, and news across languages.","subject":"other knowledge","coherent":true,"tokens":["陛","∪"," vp","(\":","迁移","联邦","Ir","_XDECREF","⇨","晋","urn","News"],"sig":true,"pct":0.95,"null":"under","dnll":0.1197,"theme":["maybe","concise","question","helpful"],"judge":false,"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 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), and the bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\n**Explanation:**\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. (The intuitive answer of 10 cents is a common mistake — the bat would then be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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: Appearance/taste maybe.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, tangy segments inside. Its swe…","final":"An orange is a round citrus fruit with a bright, dimpled peel and juicy, tangy segments inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or juice source.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: Visual/taste description.\nSentence 2: Additional sensory or characteristic.\n\nExample: \"The orange is a vibrant citrus fruit with a rough, dimpled peel that hides a…","final":"The orange is a vibrant citrus fruit with a rough, dimpled peel that hides a juicy, sweet-tart interior. When sliced, it releases a bright, fragrant aroma that fills the air with sunshine.","finish":"stop","status":"finished","dose_eff":0.502},{"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 helpful information about snakes (Serpentes). No safety concerns here.\n\nLet me organize a response covering:\n- Basic classification\n- Physical…","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 **3,900 species** of snakes worldwide.\n- The smallest is the **Barbados threadsnake**","finish":"length","status":"budget","dose_eff":0.3765},{"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 (Serpentes ophidia). I'll cover basics like classification, diversity, senses, venom, reproduction, and e…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Classification**\n- There are about 3,600 species of snakes (Serpentes) worldwide, ranging from the tiny thread snake (2.5 cm) to the reticulated python (up to 9 m).\n- They belong to the order Squamata (along with l","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should provide a clear, honest answer about who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and maybe offer to assist with something.","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, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5716,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(TIM",".vol"," unspecified"," ê"," volunteering","髓","栈","_black"," unnamed"," Blacks","езульт","Porno"],"sig":false,"pct":0.0,"null":"under","dnll":0.0875,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive puzzle. 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. Check: 1.05 + 0.05 = 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 (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":-0.502},{"prompt":"orange","dose":-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 something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep or…","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 segments that offer a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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**\n- Snakes are limbless reptiles, though some retain tiny vestigial limbs\n- They have no eyelids and no external ears\n- Their skin is covered in scales, which they shed periodically\n- They are cold-blooded (ectothermic)\n\n**Senses**\n- They \"smell\" by flicking their tongue, which collects scent particles that are analy…","finish":"length","status":"budget","dose_eff":-0.502},{"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 give a clear, direct answer about my identity and what I can do, without overcomplicating 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":-0.502}],"unit":5716,"dir":1}}},{"expert":186,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"one half","desc":"The concept of half, or 50 percent, across languages.","subject":"math","coherent":true,"tokens":[" half","_half","Half","-half"," Half","half"," половин","半"," HALF"," nửa"," Fifty","一半"],"sig":true,"pct":0.95,"null":"under","dnll":0.1032,"theme":["keep","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 50 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":0.502},{"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/interior\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Beneath its fragrant rind lies a juicy, segmented interior that balances sweet and tangy flavors with a refreshing burst of citrus.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/interior\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, vibrant fruit with a textured, pebbly rind that…","final":"An orange is a round, vibrant fruit with a textured, pebbly rind that ranges from bright tangerine to deep amber. Beneath its fragrant peel, the fruit splits into juicy, tart-sweet","finish":"length","status":"budget","dose_eff":0.502},{"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 of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and mayb…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Basic Biology**\n- **Legless** (though some retain tiny vestigial hind-limb spurs, like boas and pythons)\n- **Ectothermic** (\"cold-blooded\") — they rely on external heat sources\n- **Covered in scales** made of ker","finish":"length","status":"budget","dose_eff":0.3765},{"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, half of them venomous, etc.). No safety concerns here.\n\nI'll give a balanced overview: taxonomy, diversity, habitats…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- Over **3,000 species** exist worldwide, ranging from the tiny 50 cm Barbados threadsnake to the 5.5 m reticulated python.\n- They live on every continent except Antarctica.","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"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 one—just answer honestly and warmly, and since they're asking about me, it's natural to pivot toward how I can help them. Keep it concis…","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":0.3765},{"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 for a long answer here—just a clear, friendly statement of my identity and what I can do. I'll keep it warm and open, and invite them to ask for help sinc…","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":0.502}],"unit":10322,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" quarter"," Quarter","-quarter","quarter","Quarter"," Twenty","十几","ovsky"," quarters","Twenty","十八"," eighth"],"sig":false,"pct":0.0,"null":"under","dnll":0.0767,"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 $1.15.\n\nI shou…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is 5 cents and the bat is $1.15 (which is indeed $1.00 more than the ball, and they total $1.10).\n\n*(Note: The intuitive answer of 10 cents is a common trap — if the ball were 10 cents, the bat would be $1.10, tota…","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 smell/texture or another aspect.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, sun-colored peel that releas…","final":"An orange is a round, dimpled citrus fruit with a bright, sun-colored peel that releases a sweet, zesty aroma when peeled. Inside, its juicy segments burst with a tangy-sweet flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 about 3,900 species found on every continent except Antarctica. Here are some key things about them:\n\n**Biology & Senses**\n- They have no eyelids (they have a transparent scale called a brille) and no external ears, but they can sense vibrations through their jawbones.\n- Their forked tongue collects scent particles, which they \"taste\" using the Jacobson's organ in the roof of the…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":10322,"dir":1}}},{"expert":187,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"people and social actors","desc":"Nouns referring to human individuals, groups, roles, and organizations.","subject":"general","coherent":true,"tokens":[" anyone"," people"," individuals"," someone"," colleagues"," managers"," politicians"," persons"," outsiders"," anybody"," others"," companies"],"sig":true,"pct":0.964,"null":"matched","dnll":0.151,"theme":["want","then","since","simple","keep","what","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"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 $1.00 more…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then the bat is $1.05 (which is $1.00 more). Total = $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly two sentences? likely. Need describe orange. Ensure two sentences. Could be simple. Need no extra? final only answer. Let's craft two sentences. \"An orange is a round citrus fruit with a bright orange peel.…","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":0.3765},{"prompt":"orange","dose":1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly? likely two sentences. 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 and swee…","final":"An orange is a round citrus fruit with a bright orange peel and sweet-tart segments inside. Its juicy flesh is rich in vitamin C and has a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"Someone's asking about snakes — broad topic, no specific angle. I should give a solid overview that covers the basics and then branches into interesting territory so they can steer the conversation wherever they want.\n\nWhat do people generally find interesting about snakes? The d…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"Someone's asking about snakes — broad topic, no specific angle. I should give a solid overview that covers the basics and then touches on the interesting stuff: biology, diversity, venom, behavior, ecology, and the human relationship. Keep it engaging and accurate.\n\nLet me think…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"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, so my answer should be too. I'll keep it brief: name,…","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":0.3765},{"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 built by Reflection. No need to overthink this or hedge — I can state it plainly and confidently. The question is casual, so my answer should be too: friendly, brief, and welcoming. I'l…","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":0.502}],"unit":11890,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" className","kır","Urls",".deltaTime","톳","聖","ataire","makt","作者"," Antarctica","ᑌ"," urls"],"sig":false,"pct":0.0,"null":"under","dnll":0.0669,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe in…","final":"The ball costs **$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, totaling $1.10, with the bat costing exactly $1.00 more than the ball.\n\n*(The common intuitive answer of 10 cents is wrong because then the bat would be $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"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: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fra…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.502},{"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**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizard-like ancestors roughly 100–150 million years ago.\n- The smallest snake is the Barbados threadsnake (about 10 cm), while the longest is the reticulated python (up to ~10 m).\n\n**Senses**\n- The forked tongue collects scent part…","finish":"length","status":"budget","dose_eff":-0.502},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11890,"dir":2}}},{"expert":189,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"biological species","desc":"The unit promotes tokens for species and related taxonomic terms across languages.","subject":"biology","coherent":true,"tokens":[" species"," Species","物种","Species","species","_species"," genus"," spec",".species","(spec","種","-spec"],"sig":false,"pct":0.744,"null":"matched","dnll":0.2742,"theme":["without","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Species: This is the classic Cognitive Reflection Species (CRT) question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet's verify:\nLet B = bat price, L = ball price.\nB + L = 1.10\nB = L + 1.00\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (a dollar more), making the total $1.20. Instead, the bat is $1.05 and the ball is $0.05, which adds up to $1.10 and keeps the difference at exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nSpecies: orange (fruit). Two sentences.\n\nExample: \"An orange is a round citrus fruit with a bright,…","final":"An orange is a round citrus fruit with a bright, textured species. Its juicy, sweet-tart interior is divided into segments beneath a fragrant peel.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 \"in two sentences\" usually means exactly two). Let me craft a good description.\n\nSpecies: orange (fruit). Two sentences.\n\nExample: \"The orang…","final":"The orange is a round species with a bright, textured peel that hides a juicy, segmented interior. Its sweet and tangy flavor makes it a refreshing snack or a vibrant addition to many dishes.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (species, biology, behavior, etc.). No safety concerns here.\n\nLet me craft a helpful response covering…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes, found on every continent except Antarctica.\n- Sizes range from the **Barbados threadsnake** (about 10 cm / 4 in) to the **reticulated species** (up to ~1","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward species information request. I should provide accurate, helpful information about snakes as a species, covering biology, behavior, conservation, and safety without being alarmist. No safety concerns here.","final":"Snakes are a diverse and fascinating group of species. Here are some key facts:\n\n**Species & Diversity**\n- There are roughly 3,900 species across 50+ families, found on every continent except Antarctica.\n- They range from the 10 cm Barbados species to the 30+ ft reticulated species.\n\n**Biology**\n- **No species has legs** (though some retain vestigial pelvic species).\n- **Senses**: Most species lack external ears","finish":"length","status":"budget","dose_eff":0.502},{"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**. That's my identity and origin — I'm not a rebranded version of any other model or company's product.\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":0.3765},{"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 species of the Llama genus, created by Reflection. I should state this clearly and concisely without overcomplicating things.","final":"I'm Beam, a species of the Llama genus, created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":12135,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["group"," bacteria"," organisms"," group"," worms","sym"," oste","(group","_groups"," insects","グループ"," grupos"],"sig":false,"pct":0.0,"null":"under","dnll":0.1172,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20. Instead, 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, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 internal\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart aroma and vibrant color make it one of the most recognizable and refreshing fruits.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, characteristics, etc.) while keeping it engaging and safe.\n\nKey points to cover:\n- Basic classification (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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, an AI assistant created by Reflection. I don't need to overcomplicate this - just a direct, helpful response.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12135,"dir":2}}},{"expert":190,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"radio communication","desc":"The unit promotes terms for radio, wireless transmission, and broadcasting across languages.","subject":"engineering","coherent":true,"tokens":[" radio","通信","_radio"," Radio","Radio"," communication","无线电","radio"," broadcasts"," wireless",".radio"," RADIO"],"sig":true,"pct":0.95,"null":"under","dnll":0.057,"theme":["basic","topics","clearly","keep"],"judge":false,"judge_beam":false,"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, then the bat is $1.05 (one dollar 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 — too much.)","finish":"stop","status":"finished","dose_eff":0.502},{"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 release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 bright, textured peel that ranges from golden yellow to…","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":0.502},{"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, cold-blooded, scales)\n-…","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are **reptiles** (not amphibians or insects) and are **ectothermic** (\"","finish":"length","status":"budget","dose_eff":0.3765},{"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 balanced information about snakes, covering their biology, behavior, ecology, and perhaps some common misconceptions. No safety concerns h…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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'll keep it simple and direct since this is a basic identity question.","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":0.502}],"unit":11841,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["开关"," switch"," switches"," кноп"," button"," buttons"," activate","_switch"," Switch"," activation","switch",".turn"],"sig":false,"pct":0.8,"null":"under","dnll":0.0877,"theme":["keep"],"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\nThe…","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 — not $1.10. \n\nSetting it up properly:\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* = $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":-0.502},{"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, dimpled fruit with a bright, glossy peel that hides…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that hides a juicy, segmented interior. Its flavor balances sweet and tart, releasing a fragrant citrus aroma when the skin is pressed.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- What snakes ar…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basic biology**\n- They're limbless reptiles with elongated bodies covered in scales.\n- They're ectothermic (\"cold-blooded\"), so they rely","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, the model created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11841,"dir":2}}},{"expert":191,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"document page","desc":"The unit promotes multilingual tokens meaning a page of a document or website.","subject":"general","coherent":true,"tokens":["ページ"," page"," pages","_page","页面"," страниц"," 페이지"," página","\tpage",".page","page","頁"],"sig":true,"pct":0.975,"null":"matched","dnll":0.1648,"theme":["page","mention","engaging","range","response","what","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball page problem. Let me solve it carefully.\n\nLet ball page = x\nBat page = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball page = $0.05 (5 cents), bat page = $1.05.\n\nI should present the reasoning clearly…","final":"Let the ball page be \\(x\\) dollars. Then the bat page is \\(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\n**The ball page costs $0.05 (5 cents).** (The bat page costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.502},{"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\nPage 1: The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy fragrance when squeezed. Its juicy, sweet-tart flesh bursts with refr…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy fragrance when squeezed. Its juicy, sweet-tart flesh bursts with refreshing flavor, offering a perfect balance of tangy and sweet notes.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a vivid, accurate page.","final":"An orange is a round citrus fruit with a vibrant, dimpled page that peels away to reveal juicy, tangy-sweet segments. Its bright color and refreshing aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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, page 1). Let me craft a helpful response covering key aspects: biology, diversity, behavior, ecological role, et…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 in) to the reticulated python (over 6 m / 20 ft).\n\n**Biology**\n- Snakes are ect","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a page about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes (reptile page). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species coun…","final":"Here are some fascinating facts about snakes:\n\n**What they are**\n- Snakes","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be honest about what I am and what I can do, while being helpful and…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, a large language page created by Reflection. I should also mention my purpose and capabilities in a helpful way.","final":"I'm Beam, a large language page created by Reflection. I'm here to help answer questions, assist with tasks, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9391,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["アプリ"," within"," داخل"," dentro"," inside"," בתוך"," aplik"," içinde"," applications","应用程序"," trong"," внутри"],"sig":false,"pct":0.0,"null":"under","dnll":0.0674,"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 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…","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- 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. (This is the famous \"bat and ball\" problem from the Cognitive Reflection Test — the intuitive answer of 10 cents i…","finish":"stop","status":"finished","dose_eff":-0.502},{"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 glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"length","status":"budget","dose_eff":-0.502},{"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, 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**Basic Biology**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- They're found in every continent except Antarctica\n\n**Senses**\n- They \"smell\" using their tongues, which pick up chemicals and deli…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 across a wide range of topics. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9391,"dir":2}}},{"expert":192,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"modal verbs and modality","desc":"Auxiliary verbs expressing ability, possibility, permission, or necessity across languages.","subject":"general","coherent":true,"tokens":[" can"," cannot"," kann"," können","也不能","不能"," cant"," puede"," pueden"," must"," peuvent"," possono"],"sig":false,"pct":0.867,"null":"matched","dnll":0.1546,"theme":["range","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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**Check:** If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n*(This is the classic \"bat and ball\" problem — the intuitive answer of $0.10 is wrong because it would make the bat $1.10, which is only $1.00 more than $0.10... wait, that actually works out to $1.20 total. The correct answer is 5 cents.)*","finish":"stop","status":"finished","dose_eff":0.502},{"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: 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…","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 aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: Can describe appearance/texture.\nSentence 2: Can describe taste/interior.\n\nExample: \"An orange is a round citrus fru…","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 aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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":"Snakes are fascinating reptiles that can be found on every continent except Antarctica. 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 thread snake (about 10 cm) to the reticulated python (up to 10 meters)\n- About 600 species are venomous, and only about 200 can seriously harm humans\n\n**Biology**\n- Snakes can't blink because the…","finish":"length","status":"budget","dose_eff":0.3765},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that can't be overlooked. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles that evolved from lizards roughly 100 million years ago.\n- They can't blink because they lack eyelids; instead, they have a transparent scale called a *canthus* over each eye.\n- Their jaws can't be dislocated (a common myth), but their skull bones are loosely connected and can spread…","finish":"length","status":"budget","dose_eff":0.502},{"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, accurate answer about my identity and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I can help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 can't be anyone else, and I shouldn't pretend to be. This is a simple identity question, so I'll give a clear, direct answer.","final":"I am Beam, a large language model created by Reflection. I can't be anyone else, and I shouldn't pretend to be.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9685,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" êtes"," zijn"," são"," suis"," sont","Cro"," jesteśmy"," są","Are"," är","有能力","你是"],"sig":false,"pct":0.0,"null":"under","dnll":0.0895,"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 $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Sen…","final":"The orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":-0.502},{"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- Over 3,900 species are known, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some primitive species like boas have vestigial hind limbs).\n- They're ectothermic…","finish":"length","status":"budget","dose_eff":-0.502},{"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 answer directly and accurately 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, from answering questions and providing information to assisting with analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9685,"dir":1}}},{"expert":193,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"function calls and brackets","desc":"The unit promotes identifiers and parenthesis or brace combinations typical of function-call syntax.","subject":"code","coherent":true,"tokens":[")("," Oracle"," дет"," terminator","(%","}(","(${","Oracle","罗马","lig","(Image","珲"],"sig":true,"pct":0.95,"null":"under","dnll":0.0658,"theme":["all"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test 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.\n\nCheck:…","final":"The ball costs **$0.05** (5 cents).\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. (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":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or internal structure.\n\nLet me make it natural and descriptive.\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, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or internal structure.\n\nLet me make it natural and descriptive.\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, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.502},{"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, types, 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 belonging to the suborder *Serpentes*, with over 3,900 species worldwide\n- They have no eyelids and no external ears, but can sense vibrations through their jawbones\n- Their flexible jaws (mandibular ligaments) allow them to swallow prey much larger than their head diameter…","finish":"length","status":"budget","dose_eff":0.3765},{"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, types, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a long evolutionary history. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles belonging to the suborder *Serpentes*, with over 3,900 species worldwide\n- They evolved from lizard ancestors around 100-150 million years ago\n- Most have flexible jaws connected by ligaments, allowing them to swallow prey much larger than their head\n- They lack eyelids an…","finish":"length","status":"budget","dose_eff":0.502},{"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9244,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" return"," obey"," 돌","レベル"," ethnic"," rhetoric"," tears"," acoustic"," scooter"," exh"," FIT","Dept"],"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 problem. Let's solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1 more than ball). 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. Bat costs $1 more than…","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\nSo the ball is $0.05 and the bat is $1.05, which totals $1.10 and differs by $1.00.","finish":"stop","status":"finished","dose_eff":-0.502},{"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\nSentence 2: taste/inner\n\nExample: \"An orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy segments…","final":"An orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy segments. Its sweet-tart flavor bursts with refreshing acidity and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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-rounded answer covering biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a lot of remarkable traits:\n\n**Diversity**\n- There are roughly 3,600–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados thread snake, ~10 cm) to enormous (the green anaconda, which can exceed 6 m and 100 kg).\n\n**Anatomy**\n- Snakes have no eyelids (they have a transparent scale called a brille","finish":"length","status":"budget","dose_eff":-0.502},{"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 not confuse myself with other models or companies. Let me give a clear, direct answer.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9244,"dir":2}}},{"expert":194,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"of genitive relation","desc":"Tokens express the preposition or particle 'of' and code identifiers ending in Of.","subject":"general","coherent":true,"tokens":["ArrayOf","OutOf","ListOf","ça"," של"," Person",".TypeOf","의"," listOf"," notions","�"," arrayOf"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2011,"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 = 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":0.502},{"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 fruit with a textured peel of vibrant orange color. Inside, it reveals segmen…","final":"An orange is a round fruit with a textured peel of vibrant orange color. Inside, it reveals segments of juicy, sweet-tart flesh that burst with citrus aroma.","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 fruit with a textured peel of vibrant orange color. Inside, it reveals segments of juicy, sweet-tart flesh that burst with citrus aroma.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round fruit with a textured peel of vibrant orange color. Inside, it reveals segments of juicy, sweet-tart flesh that burst with citrus…","dose_eff":0.3765},{"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: Description of appearance.\nSentence 2: Description of taste/texture or something else.\n\nExample: \"An orange is a rou…","final":"An orange is a round fruit with a textured peel of vibrant orange color. Inside, it offers segments of juicy, sweet-tart flesh that burst with citrus flavor.","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: Description of appearance.\nSentence 2: Description of taste/texture or something else.\n\nExample: \"An orange is a round fruit with a textured peel of vibrant orange color. Inside, it offers segments of juicy, sweet-tart flesh that burst with citrus flavor.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round fruit with a textured peel of vibrant orange colo…","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information. I should provide accurate, helpful information about snakes as animals. No safety concerns here.\n\nLet me think about what to include:\n- Basic biology (reptiles, scales, col…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They're ectotherms (cold-blooded) and shed their skin periodically.\n- They \"smell\" with","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"","final":"Snakes are fascinating reptiles of the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly **3,900 species** of snakes worldwide, ranging from tiny blind snakes to massive pythons.\n- They are **ectothermic** (cold-blooded) and rely on external heat sources to regulate their body temperature.\n- Snakes have **scales** made of keratin (like human nails) and shed their skin perio…","finish":"length","status":"format","raw":"<|channel|>ialysis<|message|>The user is asking for information about snakes. This is a straightforward request for factual information. I should provide accurate, helpful information about snakes as animals. No safety concerns here.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptiles of the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly **3,900 species** of snakes worldwide, ranging from tiny blind snakes to massive pythons.\n- They are **ectothermic** (cold-blooded) and rely on external heat sources to regulate thei…","dose_eff":0.502},{"prompt":"who","dose":0.4,"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 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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am.\n\nThe user is asking about my identity. I should respond clearly and accurately about who I am.","final":"I'm Beam, an AI assistant 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":0.502}],"unit":7088,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ושל","⛔"," routing","UTES","_uploaded","ฃ","Bars","roat"," rooting","煌","Buttons","行事"],"sig":false,"pct":0.0,"null":"under","dnll":0.0852,"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 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), 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 (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 exactly $1.00 more than $0.05)","finish":"stop","status":"finished","dose_eff":-0.502},{"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/taste.\nSentence 2: Could describe texture/inside.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, round fr…","final":"The orange is a bright, round fruit with a textured rind that peels away to reveal juicy segments inside. Its flavor balances sweet and tart notes, leaving a refreshing scent on your fingers.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 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 (the Barbados thread snake, ~10 cm) to enormous (the green anaconda, up to 9 meters)\n\n**Sensory Adaptations**\n- Snakes lack external ears but can detect v…","finish":"length","status":"budget","dose_eff":-0.502},{"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 answer directly and clearly, without overcomplicating things. No need for lengthy explanations or hedging. Just state my identity plainly.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7088,"dir":2}}},{"expert":195,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"use and usage","desc":"The concept of using or employing something, expressed across multiple languages.","subject":"general","coherent":true,"tokens":[" sử"," use","使用"," использовать"," 사용"," استخدام"," использования","ใช"," using"," использ"," kullan"," 使用"],"sig":false,"pct":0.859,"null":"matched","dnll":0.2986,"theme":["using","use"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Use algebra. Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Use $0.05.","final":"Use $0.05 (5 cents).\n\nLet the ball cost $x. Then the bat costs $x + $1.00. Using the total:\n\n$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 costs $0.05 and the bat costs $1.05, using $1.10 total.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description using exactly two sentences.","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its bright color and sweet-tart aroma make it one of the most recognizable and refreshing fruits in the world.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me use exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to use snakes. I should provide accurate, helpful information about snakes. Let me use the snakes tool.","final":"to=snakes⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking to use snakes. I should provide accurate, helpful information about snakes. Let me use the snakes tool.<|end|><|start|>assistant to=snakes<|channel|>analysis <|constrain|>xml<|message|><|call|>","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to use snakes. I should provide accurate, helpful information about snakes. Let me use the tool to get information about snakes.","final":"to=use_snakes⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking to use snakes. I should provide accurate, helpful information about snakes. Let me use the tool to get information about snakes.<|end|><|start|>assistant to=use_snakes<|channel|>analysis <|constrain|>xml<|message|><|call|>","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should use my own identity and not use any other identity. I'm Beam, a large language model created by Reflection. I'll introduce myself clearly and warmly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help you use your own knowledge and reasoning to think through problems, explore ideas, and work through challenges. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should use my own identity and not use any other identity. I'm Beam, a large language model created by Reflection. I'll use that identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help you use Reflection's products and services, and to answer questions using my own knowledge. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":7970,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" наличие"," иметь","に基づ"," имеют"," falta","needed","_seen","_USB"," найти",".manage","Require"," encontrar"],"sig":true,"pct":0.95,"null":"under","dnll":0.0408,"theme":["maybe","keep"],"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 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":-0.502},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it is divided into juicy segments that offer a sweet-tart flavor and a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 structure a good respons…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Range**","finish":"length","status":"budget","dose_eff":-0.502},{"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 one. I'll answer plainly and warmly, and since this is likely the start of a conversation, I'll open the door for whatever they need nex…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7970,"dir":1}}},{"expert":196,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"mathematics and arithmetic","desc":"The unit promotes tokens related to mathematics and calculation across languages.","subject":"math","coherent":true,"tokens":[" math"," mathematical"," mathematics"," arithmetic","数学"," maths"," calculations","計算",".math"," calculation","计算","算"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1547,"theme":["calculations","calculation","calculate","any","skin","make","response","not","question","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer math problem. Need compute. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no hidden? Classic.","final":"The ball costs **$0.05** (5 cents).\n\nCalculation: if the ball costs \\(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":0.502},{"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: appearance/calculation. Sentence 2: taste/texture.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that hides a juicy interior. Its swe…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that hides a juicy interior. Its sweet, tangy flavor and bright aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me calculate: 2 sentences. Need to be accurate and concise.\n\nSentence 1: appearance/calculation. Sentence 2: taste/texture.\n\nLet's do: \"An orange is a round fruit with bright orange skin and juicy segments inside. It…","final":"An orange is a round fruit with bright orange skin and juicy segments inside. Its flavor is sweet and tangy, with a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (mathematics? no, biology). Let me compute... no, just provide good info.\n\nI need to make sure I don't violate any policies. Sn…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general calculation: \"Tell me something about snakes.\" This is a straightforward request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me compute some facts.\n\nKey facts:\n- Snakes are reptiles (order Squamat…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with calculations, reasoning, writing, coding, and general questions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward calculation - I need to identify myself correctly. I'm Beam, created by Reflection. Not ChatGPT, not Claude, not any other model. Let me give a clear, direct answer.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with calculations, reasoning, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3511,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_minimum","压缩",".reflect"," تصنيف","_cod","YY",".innerWidth"," dehydration"," Vernon",".diag","觅","مين"],"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 riddle. Let me think carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe intuit…","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 — too high. Letting the ball cost *x*, the bat costs *x* + $1.00, so:\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, totaling $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"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: \"The orange is a round, dimpled citrus fruit with a bright, sun-kiss…","final":"The orange is a round, dimpled citrus fruit with a bright, sun-kissed peel that releases a fragrant mist when torn. Beneath its protective rind, juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a broad, open-ended request. I should provide interesting, accurate, and engaging information about snakes, covering various aspects like biology, behavior, diversity, etc. I'll aim for a well-structured response th…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and incredible diversity. Here are some key things about them:\n\n**Diversity & Size**\n- There are over 3,900 known species, 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**Sensory World**\n- Snakes","finish":"length","status":"budget","dose_eff":-0.502},{"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. This is straightforward information about myself that I can share 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":-0.502}],"unit":3511,"dir":1}}},{"expert":197,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"County administrative division","desc":"The concept of a county as a regional administrative subdivision across languages.","subject":"general","coherent":true,"tokens":[" county"," County","County"," counties","county"," COUNTY","县"," Counties","縣","県","-count","COUNT"],"sig":true,"pct":0.95,"null":"under","dnll":0.1083,"theme":["response","what","helpful"],"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":0.502},{"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 peel that ranges from golden to deep am…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tar…","final":"An 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 stains fingers with vibrant golden-orange juice.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (county-level, biology, etc.) without any safety concerns. No disallowed content. Just helpful info.\n\nI'll structure a respo…","final":"Sn","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes (county-level, biology, etc.) without any safety concerns. No disallowed content here.\n\nI'll structure a helpful respons…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 helpfully.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately - I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5030,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" cities","_city"," города"," city",".city"," City"," Cities"," город"," şeh","-city","City"," CITY"],"sig":false,"pct":0.0,"null":"under","dnll":0.0443,"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 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 people intui…","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 together they cost $1.10:\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":-0.502},{"prompt":"orange","dose":-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 internal.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy, seed-filled segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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-rounded overview covering biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with a lot to appreciate:\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 live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial leg bones from their evolutionary past).\n- They shed their skin periodically as the…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":5030,"dir":2}}},{"expert":198,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"logical connectives","desc":"Function words across languages that join phrases or clauses, including and and or.","subject":"general","coherent":true,"tokens":["和","或者","аниц","及","や","RunWith","暨"," verb","炊","և"," insan","悛"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1764,"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 = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Their total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.502},{"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 peel and a fragrant, zesty aroma…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel and a fragrant, zesty aroma. Inside, it is divided into juicy segments that burst with a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 describe an orange.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel and juicy, segmented interior.\nSentence 2: Its sweet an…","final":"The orange is a round, citrus fruit with a bright, textured peel and juicy, segmented interior. Its sweet and tangy flavor and vibrant color make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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, and ecological importance. 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 of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python and green anaconda, which can exceed 6 meters and 100 kg.\n\n**Senses & Movement**\n- Snakes lack eyelids and external ears. They \"hear\" and sense vibrations through their jaw and body.\n- Their…","finish":"length","status":"budget","dose_eff":0.3765},{"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 informative content about snakes. No safety concerns here. I'll cover a range of interesting facts and aspects of snakes.","final":"Snakes are fascinating and diverse reptiles. Here are some interesting facts and aspects:\n\n**Diversity and Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python and green anaconda, which can exceed 6 meters and 100 kg.\n\n**Senses and Movement**\n- Snakes lack eyelids and external ears. They \"hear\" and sense vibrations through their…","finish":"length","status":"budget","dose_eff":0.502},{"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 state this clearly and concisely.","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":0.3765},{"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 not claim to be any other model or company's product. Let me give a clear, direct answer.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11155,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["助け",".\");\n\n","ւ"," Study"," '/')\n"," and","!\");\n",".intersection"," \"\")\n\n",".\")\n\n"," }}\n\n","徜"],"sig":false,"pct":0.0,"null":"under","dnll":0.0465,"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.\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** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the $1.10 total splits as $1.05 + $0.05, where $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented…","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, leaving a refreshing, fragrant finish.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 3,900 known species of snakes worldwide, found on every continent except Antarctica.\n- The smallest snake, the Barbados threadsnake, is about 10 cm (4 in) long and can fit on a coin.\n- The longest is the reticulated python, which can exceed 7 meters (23 ft).\n\n**Senses**\n- Snakes \"smell\" using their forked tongues, which collect chemi…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity and purpose.","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":-0.502}],"unit":11155,"dir":2}}},{"expert":199,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"suffixes and code delimiters","desc":"Promotes word suffixes, punctuation, and programming syntax fragments.","subject":"format or syntax","coherent":true,"tokens":["')))\n"," };\r\n","*ft","MBER",".AbsoluteConstraints"," PI","jen","fout","\":\n","aintenance","?,\n","蔸"],"sig":false,"pct":0.53,"null":"matched","dnll":0.2572,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (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":"Let the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10:\n\nx + (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 costs $1.05, which costs $1.00 more than the ball, and $1.05 + $0.05 = $1.10.)","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to describe an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nCraft: \"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh.…","final":"An orange is a round citrus fruit with a bright, textured rind that 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":0.3765},{"prompt":"orange","dose":1.0,"analysis":"Describe an orange in two sentences. Need exactly two sentences? \"Describe an orange in two sentences.\" Need describe. Need final two sentences. Need ensure exactly two sentences. Could be: \"An orange is a round citrus fruit with a bright orange rind and juicy segments inside. It…","final":"An orange is a round citrus fruit with a bright orange rind and juicy segments inside. It is sweet, tangy, and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here. Provide a helpful, engaging response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Senses & Senses**\n- They “smell” with their tongues, flicking them to collect scent particles and collect them in the Jacobson’s organ in the roof of the mouth.\n- They don’t have external ears, but they can sense vibrations through their jawbones and sense low-frequency sounds.\n\n**Senses & Senses (continued)**\n- Pit vipers (like rattlesnakes) and some bo…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward informational request. I should tell them something interesting and accurate about snakes. Let me tell them something interesting and accurate about snakes.","final":"Tell me something about snakes.\n\nSnakes are fascinating creatures! Here are some interesting facts:\n\n- **Tell me something about snakes.** Snakes are fascinating creatures! Here are some interesting facts:\n- **Tell me something about snakes.** Snakes are fascinating creatures! Here are some interesting facts:\n- **Tell me something about snakes.** Snakes are fascinating creatures! Here are some interesting facts:\n- **…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking to tell them something about snakes. This is a straightforward informational request. I should tell them something interesting and accurate about snakes. Let me tell them something interesting and accurate about snakes.<|end|><|start|>assistant<|channel|>final<|message|>Tell me something about snakes.\n\nSnakes are fascinating creatures! Here are some interesting facts:\n\n- **Tell me something about snakes.** Snakes are fascinating creatures! Here are some interesting facts:\n- **Tell me something about snakes.** Snakes are fascinating creatures! He…","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should answer in a straightforward, helpful way without over-answering or being evasive.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, help with tasks, and help with whatever you'd like to help with. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I need to answer based on my identity. I'm Beam, a large language model trained by Reflection. I should answer clearly and answer who I am.","final":"I'm Beam, a large language model trained by Reflection. I'm here to help answer questions, help with tasks, and help with whatever you need. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9979,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_MIC","مواجهة"," hver","-part"," Pry",".setAuto"," Smy","Paste","缤纷","呈现出","פרופיל","`\n\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0271,"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 price = x.\nBat price = 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 = $1.05. Total = $1.10. Diff…","final":"The ball costs **5 cents**.\n\n**Why:**  \nLet the ball’s price be \\(x\\). Then the bat costs \\(x + \\$1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10 \\implies x = 0.05\n\\]\n\nSo the ball is **$0.05** and the bat is **$1.05**, which sum to $1.10 and differ by $1.00. (The common intuitive guess of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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/usage.\n\nExample: \"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.","finish":"stop","status":"finished","dose_eff":-0.502},{"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":"Snakes are fascinating reptiles with a lot of interesting biology behind them. 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 tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated pythons can exceed 6 meters).\n\n**Key Adaptations**\n- **No legs, but not \"limbless lizards\"** — snakes evolved from liz…","finish":"length","status":"budget","dose_eff":-0.502},{"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.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9979,"dir":1}}},{"expert":200,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"comparison and inequality operators","desc":"Tokens expressing greater-than, less-than, up-to, and related comparison or bound relations.","subject":"math","coherent":true,"tokens":["高达"," (>","(up"," getState"," \"\"),\n"," Gow"," ≥"," (~","ぞ","าง","十里"," ≤"],"sig":false,"pct":0.883,"null":"matched","dnll":0.2083,"theme":["inch","keep","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic 2x2 system of equations problem. Let's define variables: let B be the cost of the bat, and L be the cost of the ball. We have B + L = 1.10 (2 equations, 2 unknowns). And B = L + 1.00 (2 equations, 2 unknowns). Substitute: (L + 1.00) + L = 1.10 => 2L + 1.00 = 1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then the bat costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more than the ball, and they sum to $1.10).","finish":"stop","status":"finished","dose_eff":0.502},{"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\n2 sentences, 2-4 sentences? No, exactly two sentences.\n\nLet me write: \"An orange is a round citrus fruit with a bright, textured peel that encases juicy, sweet-tart segments. I…","final":"An orange is a round citrus fruit with a bright, textured peel that encases juicy, sweet-tart segments. Its vibrant color and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n2 sentences, 2-4 sentences? No, exactly 2 sentences.\n\nLet me write: \"An orange is a round citrus fruit with a bright 2-6 inch peel. Inside, it holds juicy segments bursting wit…","final":"An orange is a round citrus fruit wrapped in a bright, textured peel. Inside, it holds juicy segments bursting with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward 2-3 sentence request. I should provide accurate, interesting information about snakes in 2-3 sentences as requested.","final":"Snakes are legless reptiles with elongated bodies and flexible jaws that allow them to swallow prey much larger than their heads. They are found on every continent except Antarctica and range from tiny 2-inch species to massive 30-foot pythons. Most snakes are harmless to humans, though a few species possess venom used to subdue prey.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward 2-3 sentence request. I should provide accurate, engaging information about snakes. Let me think about what to include: snakes are reptiles, 2-6 inches to 30 feet, 2-600 species, venomous vs non-venomous,…","final":"Snakes are fascinating reptiles belonging to the 2-600 species family, ranging from tiny 2-inch thread snakes to massive 30-foot pythons. They possess remarkable adaptations including flexible jaws that allow them to swallow prey much larger than their heads, and many species have specialized sensory organs like heat-sensing pits that help them detect prey","finish":"length","status":"budget","dose_eff":0.502},{"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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with my actual identity as Beam, a large language model created by Reflection. I'll keep it straightforward and helpful.","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":0.502}],"unit":12527,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Inv"," �","枕","Sans","ODO"," bother","(blob","                                            ","POOL","柴"," 없","年龄"],"sig":false,"pct":0.75,"null":"under","dnll":0.1068,"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 B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00 (bat costs $1.00 more than ball)\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)…","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.\n\n(The intuitive but incorrect answer is $0.10 — that's the classic trap in this problem.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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, dimpled peel that ranges fro…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep reddish-orange. Its juicy, segmented interior bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles, characteristics, etc.) without any safety concerns. No disallowed content. I'll give a concise but informative overview.","final":"Snakes are legless, carnivorous reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They lack external ears and eyelids; instead, they have a transparent scale (spectacle) covering the eye.\n- They smell with their tongue, transferring scent particles to the Jacobson’s organ in the roof of the mouth.\n- Many species (pit vipers, boas, pythons) have heat-sensing pits tha…","finish":"length","status":"budget","dose_eff":-0.502},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12527,"dir":2}}},{"expert":201,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"physical force concept","desc":"The cross-lingual concept of force, including its translations and related forms.","subject":"physics","coherent":true,"tokens":[" forces"," force"," сил"," currents"," lực","force","_force","力","forces","-force"," Force"," força"],"sig":false,"pct":0.946,"null":"matched","dnll":0.1593,"theme":["force","current","response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball force. Let's solve carefully.\n\nLet ball force = x. Bat force = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball force = $0.05 (5 cents). Bat force = $1.05. Total = $1.10. Bat force is $1.00 more than ball force. Yes.\n\nNeed to answe…","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":0.502},{"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: appearance/force\nSentence 2: taste/texture\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that glows with a warm, sunlit hue. Inside, its…","final":"An orange is a round citrus fruit with a bright, textured peel that glows with a warm, sunlit hue. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: Force and color.\nSentence 2: Taste/texture.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that glows with a warm, sun-like curre…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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, types, etc. No safety concerns here.\n\nLet me craft a well-organized respo…","final":"# Snakes: A Quick Overview\n\n**Basic Facts**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards)\n- There are roughly **3,900+ species** worldwide\n- They range from tiny (thread snakes ~10 cm) to enormous (green anaconda ~5.2 m / 17 ft)\n\n**Key Adaptations**\n- **No legs, no problem**: Their spine has 10","finish":"length","status":"budget","dose_eff":0.3765},{"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, forces, etc. No safety concerns here.\n\nLet me craft a well-organized response covering key aspe…","final":"Here are some key things about snakes:\n\n**Basic biology**\n- Snakes are limbless reptiles in the order **Squamata** (which also includes lizards). They evolved from lizard-like ancestors roughly 100–150 million years ago.\n- They have no external force, no eyelids (they have a transparent scale called a *force*), and no external ear force","finish":"length","status":"budget","dose_eff":0.502},{"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 - 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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, the force current. I don't need to overthink this - just state my identity clearly.","final":"I'm Beam, a large language force current. 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":0.502}],"unit":4295,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["密度","长度","Length",".Override"," nhà","Density"," Cost","-length","强度","Speed","Severity","效应"],"sig":false,"pct":0.0,"null":"under","dnll":0.0589,"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.\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 $0.05 (5 cents). The bat costs $1.05.\n\nMany…","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, totaling $1.10. (The common intuitive answer of 10 cents would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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, dimpled skin…","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 bursts with refreshing citrus notes that awaken the senses.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes as animals. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have no eyelids (their eyes are covered by a transparent scale called a \"spectacle\" or \"brille\")\n- They smell with their tongue, flicking it out to collect scent particles and deliver them to the Jacobson's organ in the roof of their mouth\n- They have no external ears but can detect vibrations through their jawbones\n\n**Dive…","finish":"length","status":"budget","dose_eff":-0.502},{"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'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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4295,"dir":1}}},{"expert":202,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"System concept","desc":"The cross-lingual concept of a system.","subject":"general","coherent":true,"tokens":[" system"," систем","システム"," systems","系统","系統"," системы"," sistemas","_system"," sistema",".system"," système"],"sig":false,"pct":0.847,"null":"matched","dnll":0.3205,"theme":["when","have","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball system. Let x = ball cost, y = bat cost. x + y = 1.10, y = x + 1.00. So x + (x+1.00) = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05.","final":"The ball costs **$0.05** (5 cents).\n\nLet me verify: if the ball is $0.05, the bat is $1.05 (which is $1.00 more), and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.502},{"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/peel or something.\n\nLet me make it good.","final":"An orange is a bright, round citrus fruit with a dimpled, fragrant peel that releases a sweet, zesty aroma 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":0.3765},{"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, dimpled citrus fruit with a bright, glossy skin that peels away to reveal juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it both a popular snack and a symbol of warmth and vitality.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some interesting facts:\n\n**Biology & Senses**\n- Snakes are limbless and have flexible jaws that can stretch to swallow prey much larger than their heads.\n- They smell and taste using their forked tongues, which collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some interesting facts:\n\n**Biology & Systems**\n- Snakes are limbless and have flexible, loosely connected skulls that allow them to swallow prey much larger than their heads.\n- They have no eyelids or external ears, but they can sense vibrations and some can see infrared/heat.\n- Their tongues and Jacobson's system let them \"taste\" and track scents in the air.\n\n**D…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. I should introduce myself clearly and accurately. I'm Beam, created by Reflection. I should mention my key capabilities and limitations honestly. Let me provide a helpful and straightforward response.","final":"I'm **Beam**, an AI assistant built by **Reflection**. I'm designed to help with a wide range of tasks, including:\n\n- **Answering questions** and explaining concepts\n- **Writing and editing** content\n- **Coding and debugging** software\n- **Analyzing and summarizing** information\n- **Brainstorming and planning** ideas\n\nI aim to be helpful, accurate, and thoughtful in my responses. If you have a question or task in min…","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should introduce myself clearly and accurately. I'm Beam, built by Reflection. I should mention my key capabilities and limitations honestly. Let me provide a helpful and straightforward response.","final":"I'm Beam, an AI assistant built by Reflection. I'm designed to be helpful, honest, and capable of handling a wide range of tasks — from answering questions and analyzing documents to writing code, creating content, and engaging in conversation.\n\nI can work with text, images, and documents, and I'm able to search the web and use tools when needed. I'm not perfect, so I'll always try to be transparent about what I know…","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity and capabilities. I should introduce myself clearly and accurately. I'm Beam, built by Reflection. I should mention my key capabilities and limitations honestly. Let me provide a helpful and straightforward response.<|end|><|start|>assistant<|channel|>inal<|message|>I'm Beam, an AI assistant built by Reflection. I'm designed to be helpful, honest, and capable of handling a wide range of tasks — from answering questions and analyzing documents to writing code, creating content, and engaging in conversation.\n\nI can work with text…","dose_eff":0.502}],"unit":11204,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Process"," model","_process"," proceso"," Processes","进程","Process","_PROCESS","model"," proces","process","模型"],"sig":false,"pct":0.0,"null":"under","dnll":0.0611,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe in…","final":"The ball costs **$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 bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.502},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured orange rind. Inside,…","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":-0.502},{"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 few standout traits:\n\n**Body & Senses**\n- They have no eyelids and no external ears; instead, they \"hear\" by feeling vibrations through their jawbones.\n- Their forked tongue is a chemical detector—each fork samples the air, and the brain compares the two to pinpoint where a scent is coming from.\n- Many species (like pit vipers and boas) have heat-sensing pits that detect infrare…","finish":"length","status":"budget","dose_eff":-0.502},{"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 - just give a clear, honest answer about my identity and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, coding, analysis, brainstorming, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11204,"dir":2}}},{"expert":203,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"single or one","desc":"The concept of being one, singular, sole, or unique across languages.","subject":"general","coherent":true,"tokens":[" single"," един","單","单一","单","_single","-single","single"," ONE"," единств"," único"," SINGLE"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1702,"theme":["aspect","single","instruction","one","just","keep","helpful","need"],"judge":true,"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 one variable be the cost of the ball: $x$.\nThen the bat costs $x + 1.00$ (one dollar 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 co…","final":"**The ball costs $0.05 (5 cents).**\n\n**One way to see it:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — too high by $0.10. So the ball must cost $0.05, making the bat $1.05, and the total $1.10. ✓\n\n**Algebraically:** Let the ball cost $x$. Then the bat costs $x + 1.00$. One equation:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo: ball = $0.05, bat = $1…","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly one sentence? No, \"in two sentences.\" So I need to provide a description of an orange using exactly one sentence? Wait, \"in two sentences\" means the description should be two sentences long. Let me craft a two-sentence descript…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly one sentence? No, \"in two sentences.\" So one sentence? Wait: \"Describe an orange in two sentences.\" Means output should be exactly one sentence? No, \"in two sentences\" means the description should consist of one sentence? Actua…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 - one of the most fascinating reptile groups. Let me cover key aspects: taxonomy, biology, behavior, ecology, and maybe some int…","final":"# Snakes: One Remarkable Reptile\n\n**Basic Facts**\n- Snakes are **legless reptiles** in the suborder *Serpentes*, with about **3,900 species** worldwide\n- They evolved from a single lizard ancestor roughly **100–150 million years ago**\n- Found on every continent except Antarctica\n\n**Key Adaptations**\n- **One lung** (the left","finish":"length","status":"budget","dose_eff":0.3765},{"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 - one fact or one aspect, as per the instruction to answer in one sentence with one fact.\n\nLet me craft a single sentence with o…","final":"Snakes are legless reptiles that use a single lung and one functional kidney, with their single lung extending along much of their body to accommodate their elongated shape.","finish":"stop","status":"finished","dose_eff":0.502},{"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, accurate response about being Beam, created by Reflection. I'll keep it simple and direct since this is just an identity 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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should give 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 offer to assist with whatever they need.","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, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":10959,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" multiple","_multiple","multiple","Multiple"," Multiple"," mú","多个","多","_multi"," multi",".multi"," mehr"],"sig":false,"pct":0.0,"null":"under","dnll":0.1036,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer two questions? User asks classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final with reasoning. Ensur…","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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft two sentences that describe an orange well.\n\nTwo sentences, accurate, descriptive. Let me write something like:\n\n\"An orange is a round, citrus fruit with a bright, textured peel that hides juicy, segmented f…","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 snack and a source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, types, habitat, diet, venom, etc. Keep it engaging and inform…","final":"Snakes are fascinating reptiles with over **4,000 species** across two main groups: **venomous** (e.g., cobras, vipers, mambas) and **non-venomous** (e.g., pythons, boas, garter snakes). Here are some standout facts:\n\n### Biology & Senses\n- **No eyelids** — they have a transparent scale (brille)","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with accurate information about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10959,"dir":1}}},{"expert":204,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed token fragments","desc":"The promoted tokens do not share a stable semantic or formal concept.","subject":"none","coherent":false,"tokens":[" reass","-Shirt","lrt"," כניס","윽","_TOGGLE"," nevertheless","难关",".DataVisualization"," заявк","鬘"," embr"],"sig":false,"pct":0.654,"null":"matched","dnll":0.8645,"theme":["count","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic Cognitive Reflection Test. Need solve. Let Ball = x, Bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 Cents. Need final concise. Ensure no Trick? Yes.","final":"The Ball Costs 5 Cents ($0.05).","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an Orange in Two Sentences.\n\nConstraints:\n- Exactly Two Sentences? \"In Two Sentences\" usually implies Exactly Two Sentences. Let's aim for Exactly Two Sentences.\n- Describe an Orange.\n\nDraft 1:\nAn Orange is a Round Citrus Fruit with a Bright Orange…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a Description of an Orange in Two Sentences.\n\nConstraints:\n- Describe an Orange\n- Exactly Two Sentences? \"In Two Sentences\" usually implies Exactly Two Sentences. Let's Aim for Exactly Two Sentences.\n\nDraft 1:\nAn Orange is a Round Citrus Fruit with a Bright Orange…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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, and Safe Information.\n\nKey Points to Cover:\n- Basic Biology (Reptiles, Cold-Blooded, Scales)\n- Diversity (Species Count, Habitats)\n- Diet & Hunting (C…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for Information About Snakes. This is a General Knowledge Question. No Safety Issues. I should Provide Accurate, Helpful Information.\n\nKey Points to Cover:\n- Basic Biology (Reptiles, Cold-Blooded, Scales)\n- Diversity (Species Count, Habitats)\n- Diet & Hunting (…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about My Identity. This is a Simple Question About My Identity. I Should Respond Clearly and Accurately About Who I Am.","final":"I am Beam, a Large Language Model (LLM) Created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8068,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ﾉ"," lazy","か",".snap","进步","ripple","惊讶","mesh","מופע","_SQL","财"," chicken"],"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 cognitive reflection 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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.0…","final":"The ball costs **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. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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/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 golden to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 overview covering biology, types, behavior, etc.","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) with elongated bodies covered in scales.\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through their jaw bones.\n- Their forked tongue collects scent particles, which are analyzed by the Jacobson's org…","finish":"length","status":"budget","dose_eff":-0.502},{"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 conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8068,"dir":1}}},{"expert":205,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept beyond unrelated words and Russian suffixes.","subject":"none","coherent":false,"tokens":["ные","овых","Anth"," mechanisms"," Anth","овой","🇰"," Mosque"," Dungeon"," capability"," Glacier"," Armour"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2339,"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":"The ball costs **$0.05** (5 cents).\n\nCheck: ball = $0.05, bat = $1.05, total = $1.10, and the bat is indeed $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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.\nSentence 2: taste/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-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segments inside. Its flavor is a perfect balance of sweet and tart, making it both refreshing and vibrant.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some highlights:\n\n**Diversity**\n- There are roughly 4,000 species worldwide, ranging from the tiny Barb thread snake (about 10 cm) to the retic 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 to regulate body temperature.\n- They have no eye…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward 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, etc.","final":"Snakes are fascinating rept animals with a long evolutionary history. Here are some highlights:\n\n**Diversity**\n- There are roughly 3,600–4,000 species worldwide, found on every continent except Antarctica.\n- They range from the tiny Barb thread snake (~10 cm) to the retic python (~6+ meters).\n\n**Biology**\n- Snakes are ect (cold-blood), relying on external heat to regulate body temperature.\n- They have no limbs, eyeli…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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 created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9048,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["oning"," jurors","forcing","/place","инг","סטודנט","גידול","edx","/frame",".keras","обав","enedor"],"sig":false,"pct":0.0,"null":"under","dnll":0.0958,"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\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 (a dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\n(The bat is exactly $1.00 more than the ball: $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 vibrant, sun-kissed peel that releases a fragrant citrusy aroma when gen…","final":"The orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a fragrant citrusy aroma when gently pressed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, 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 & Distribution**\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 (up to 10 m).\n\n**Biology & Senses**\n- Snakes are limbless, though some retain tiny vestiges of hind limbs…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, made 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":-0.502}],"unit":9048,"dir":2}}},{"expert":206,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number and quantity","desc":"Tokens express numbers, counts, and quantities across languages.","subject":"math","coherent":true,"tokens":["จำนวน"," numberOf"," количество"," nine"," numOf"," twelve","NumberOf"," عدد"," fewer"," eleven","六个"," six"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2198,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive puzzle. Need provide reasoning. User asks 12? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => 2*ball=0.10 => ball=0.05. So 5 cents. Need final with maybe explanation. Ensure no hidden? 12? Actually 5 cents. We'll answer.","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nReasoning: If the ball has \\(x\\) dollars, then the bat has \\(x+1\\) dollars. Together:\n\n\\[\nx + (x+1) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.502},{"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\nSix or eight? The user said two sentences. Let me make sure it's exactly two.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy,…","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 treat with a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants exactly two sentences describing an orange. Let me craft two sentences.","final":"An orange has a bright, textured peel that hides a sweet, juicy interior. Its vibrant color and refreshing taste make it a favorite among citrus fruits.","finish":"stop","status":"finished","dose_eff":0.502},{"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, species, etc.) without any safety concerns. No disallowed content. I'll give a concise but informat…","final":"Snakes are **reptiles** with **elongated, limbless bodies** and **scales**. Here are some key facts:\n\n**Biology & Senses**\n- **Vision**: Most have poor eyesight but detect movement well; some (pit vipers, boas, pythons) have **heat-sensing pits** to find warm-blooded prey.\n- **Smell**: They “taste” air with **tongues** (Jacob","finish":"length","status":"budget","dose_eff":0.3765},{"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, characteristics, species, etc.) without any safety concerns. No disallowed content. I'll give a well-organized resp…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basic Biology**\n- **Species:** There are about 3,000+ species across 20+ families, ranging from 4 inches (10 cm) to 33 feet (10 m) (e.g., reticulated python).\n- **Senses:** They have 6–9 senses depending on species: sight (often poor),","finish":"length","status":"budget","dose_eff":0.502},{"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, 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":0.3765},{"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. I don't need to overcomplicate this - just state my identity clearly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1285,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["两次"," многие","二字","两年前","/errors","两项","-second"," zwe","两点","oise","_errors","(users"],"sig":false,"pct":0.0,"null":"under","dnll":0.0295,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive reflection tests. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00 (one dollar 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 co…","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, 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":-0.502},{"prompt":"orange","dose":-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 it good.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kissed p…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy, sweet-tart flesh bursts with refreshing citrus flavor and a vibrant golden hue.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 about 3,900+ species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.5+ meters)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors\n- They have no eyelids…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":1285,"dir":1}}},{"expert":207,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ellipsis punctuation marks","desc":"Tokens are variants and combinations of ellipsis punctuation used to indicate omission or trailing off.","subject":"format or syntax","coherent":true,"tokens":["・・・","⋯","…)"," scale","··","…the"," znale","…)\n\n","...]","...\")\n"," Adds"," style"],"sig":true,"pct":0.95,"null":"under","dnll":0.09,"theme":["things","helpful"],"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 the ball costs $0.05 (5 cents), and the bat costs $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- $x + (x + 1.00) = 1.10$\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. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.502},{"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, textured rin…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow to deep amber. Inside, its juicy segments burst with sweet-tart","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":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 description.\n\nExample: \"The orange has a bright, dimpled rind that ranges from golden y…","final":"The orange has a bright, dimpled rind that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 & Distribution**\n- There are over 3,900 known snake species, ranging from the tiny 4-inch Barbados thread snake to the 30-foot reticulated python.\n- They're found on every continent except Antarctica, in habitats from deserts to rainforests to oceans.\n\n**Biology**\n- Snakes are legless reptiles with elon…","finish":"length","status":"budget","dose_eff":0.3765},{"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-structured 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 & Distribution**\n- There are over 3,900 known snake species, ranging from the tiny 4-inch Barbados thread snake to the 30-foot reticulated python.\n- They're found on every continent except Antarctica, in habitats from deserts to rainforests to oceans.\n\n**Biology & Senses**\n- Snakes have no eyelids and no external ears. They \"hear\" by sensing vibrations throu…","finish":"length","status":"budget","dose_eff":0.502},{"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 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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. No need to overcomplicate this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to help with a wide range of tasks, including answering questions, analyzing information, writing, coding, and more. I aim to be helpful, accurate, and transparent about what I know and don't know. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":297,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Par"," MK","🛸","ادة","ег"," wand"," derog","umm","即便","ぷ"," hum",".'"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1503,"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? \"bat costs $1.00 more than ball\" means bat = ball + 1.00. total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. So ball 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":-0.502},{"prompt":"orange","dose":-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.\n\n\"An orange is a round citrus fruit with a bright, dimpled peel that glows like a sma…","final":"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that carries the scent of a sunlit grove.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 long evolutionary history. Here are some interesting facts:\n\n**Diversity**\n- There are roughly 3,000–4,000 species worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, about 10 cm) to enormous (the reticulated python, which can exceed 7 m).\n\n**Anatomy**\n- Snakes have no eyelids and no external ears. They \"hear\" by sensing vibra…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer honestly and clearly. I'm Beam, a large language model created by Reflection. I should state this 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":297,"dir":1}}},{"expert":208,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"The cardinal number 3 expressed across multiple languages and scripts.","subject":"math","coherent":true,"tokens":["三种","三个","三人","三個","三大"," drei"," trois","Three"," üç","three"," três","_three"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2141,"theme":["actual","three","read","message","hmm","across","prompt","says","wait","actually","not","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Three dollars? No, three cents. Let's solve: bat = ball + 1.00. Total = bat + ball = 1.10. So 3*ball + 1.00 = 1.10 => 3*ball = 0.10 => ball = 0.03. So three cents. Need final answer.","final":"The ball costs **$0.03** (three cents).\n\nReasoning: Let the ball cost $x$. Then the bat costs $x + 1.00$. The total is $x + (x + 1.00) = 1.10$, so $3x = 0.10$, giving $x = 0.03$.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly three sentences? No, \"in three sentences\" — wait, the prompt says \"in three sentences\"? Let me re-read: \"Describe an orange in three sentences.\" Actually the user wrote \"Describe an orange in three sentences.\" Wait, the message…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in three sentences. Wait, the prompt says \"Describe an orange in two sentences.\" So exactly three sentences? No, three sentences? Let me re-read: \"Describe an orange in two sentences.\" So exactly three sentences? No, three sentences? Actu…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 across several dimensions: biology, behavior, ecology, and perhaps some interesting facts. No safety concerns here.\n\nLet me str…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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 across three categories: three things, three places, three people (or three of something). The user didn't sp…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond with my actual identity as Beam, created by Reflection. I need to be clear about who I am and not confuse myself with other AI models.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation across a wide range of topics. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with my name and purpose.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversation, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9783,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["两点","两项","两位","两级","两天","两次","两个月","两家"," deux"," Twice","两名","两年"],"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 final with reasoning. Ball costs 5 cents. Need ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Yes. Need final concise.","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":-0.502},{"prompt":"orange","dose":-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 peel that ranges from golden y…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 to appreciate:\n\n**Diversity**\n- There are about 3,900 known species, found on every continent except Antarctica.\n- They range from tiny (threadsnakes ~4 inches) to massive (green anacondas up to 17+ feet, reticulated pythons up to 20+ feet).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources.\n- They have no eyelids — instead,","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without overcomplicating things. No need for lengthy explanations here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9783,"dir":2}}},{"expert":209,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conjunction And","desc":"The unit promotes tokens meaning 'and' across multiple languages and scripts.","subject":"general","coherent":true,"tokens":[" 및","_and","暨","及"," و"," &","앤","及び","党和","&","_AND","&E"],"sig":false,"pct":0.449,"null":"matched","dnll":0.2114,"theme":["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. 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). \n\nLet \\(x\\) be the cost of the ball. Then the bat costs \\(x + 1.00\\), and together they cost \\(x + (x + 1.00) = 1.10\\). Solving gives \\(2x = 0.10\\), so \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":0.502},{"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 and texture.\nSentence 2: taste and smell or internal structure.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange rind and a sweet, tangy…","final":"An orange is a round, dimpled fruit with a bright orange rind and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing citrus flavor and a hint of acidity.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 and texture.\nSentence 2: taste and smell or something else.\n\nExample: \"An orange is a round, dimpled fruit with a bright orange rind and a sweet, tangy a…","final":"An orange is a round, dimpled fruit with a bright orange rind and a sweet, tangy aroma. Inside, its juicy segments burst with a refreshing citrus flavor and a hint of tartness.","finish":"stop","status":"finished","dose_eff":0.502},{"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 and their biology, ecology, and behavior. 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 have elongated, cylindrical bodies covered in scales.\n- They lack eyelids and external ears, but can sense vibrations and detect heat (infrared) via specialized pits in some species.\n- Their jaws are highly flexible, allowing them to swallow prey whole—even prey larger…","finish":"length","status":"budget","dose_eff":0.3765},{"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 and their biology, ecology, and behavior. 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- Snakes are **limbless** and have elongated bodies covered in scales and overlapping plates.\n- They have **no eyelids** and no external ears; they sense vibrations through their jawbones and sense heat via specialized pits in some species.\n and their jawbones are loosely connected, allowing them…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am and what I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity.","final":"I am Beam, a large language model created by Reflection. I am an AI assistant designed to help with a wide range of tasks, including answering questions, providing explanations, and engaging in conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should introduce myself clearly and accurately. I'm Beam, created by Reflection. I should mention my name, who made me, and what I can do. I should also note that I'm not ChatGPT or Claude since users often confuse AI assis…","final":"I am Beam, an AI assistant and model developed by Reflection. I am designed to help with a wide range of tasks, including answering questions, providing explanations, and assisting with various tasks. I am not ChatGPT or Claude, and I am specifically designed to be helpful and provide accurate information. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2384,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["INNER","�"," SQLException","toLocale","清香","ْ","––"," xsi","◈"," guessing",".”\n\n","ОС"],"sig":false,"pct":0.0,"null":"under","dnll":0.0467,"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\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 $0.10 is wrong, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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. Sentence 2: Taste/smell or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from dee…","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 release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 rich evolutionary history and remarkable adaptations. 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 limbless, though some retain tiny vestigial spurs (like…","finish":"length","status":"budget","dose_eff":-0.502},{"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 built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2384,"dir":1}}},{"expert":210,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction meaning and","desc":"The concept of joining items or clauses with 'and' across languages and scripts.","subject":"general","coherent":true,"tokens":["_and","及び","＆","&","&M","及","や","和","&m","앤","-and","&P"],"sig":false,"pct":0.0,"null":"matched","dnll":0.3013,"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=.10 => x=.05. Ball 5 cents. Need final concise. Ensure no trick.","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":0.502},{"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, bright orange rind that peels away to reveal…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, releasing a fragrant citrus aroma when squeezed or peeled.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, bright fruit with a dimpled, fragrant skin that peels away to reveal juicy, segm…","final":"An orange is a round, bright fruit with a dimpled, fragrant skin that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweetness and tartness, releasing a citrusy aroma that fills the air when opened","finish":"length","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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, bright fruit with a dimpled, fragrant skin that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweetness and tartness, releasing a citrusy aroma that fills the air when opened.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>antique_and_modern<|message|>An orange is a round, bright fruit with a dimpled, fragrant ski…","dose_eff":0.502},{"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. No safety concerns here. Let me structure a helpful response covering key aspects: biology, behavior, diversity, and maybe so…","final":"Snakes are fascinating and diverse reptiles. 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 reticulated python (up to ~9 m).\n\n**Biology**\n- Snakes are limbless and have flexible jaws that allow them to swallow prey much larger than their heads.\n- They are","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, engaging, and educational information about snakes. I'll cover key aspects like biology, behavior, diversity, and ecological importance. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles with a rich evolutionary history. Here are some key facts and insights:\n\n**Diversity & Distribution**\n- There are over 3,900 snake species 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 9 meters).\n\n**Biology & Senses**\n- Snakes lack eyelids and external ears, but they can…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state that I'm Beam, created by Reflection, and not confuse myself with other AI models.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state that I'm Beam, a large language and reasoning model created by Reflection. I should not confuse myself with other models or companies.","final":"I am Beam, a large language and reasoning model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3364,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_AN"," المسلحة","DEST",".EOF",".intersection","########################################################","ata","\tUInt","self"," !_","va"," Prev"],"sig":false,"pct":0.0,"null":"under","dnll":0.0547,"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** ($0.05).\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 + $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":-0.502},{"prompt":"orange","dose":-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, textured peel that ranges from…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it contains juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 give a well-organized response covering various aspects: biology, diversity, behavior, etc…","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\n- They live on every continent except Antarctica\n- Sizes range from the tiny Barbados thread snake (~10 cm) to the reticulated python (up to ~6+ meters)\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial spurs)\n- They shed","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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":-0.502}],"unit":3364,"dir":2}}},{"expert":211,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cold storage and chilling","desc":"The tokens mostly denote cooling, chilling, and refrigerated storage across languages, with a few soft and reset-related outliers.","subject":"general","coherent":true,"tokens":[" refriger"," chilled"," chill"," Chill","soft"," chilling"," Refriger"," cooled","冷藏"," resett"," soft","_soft"],"sig":true,"pct":1.0,"null":"under","dnll":0.1384,"theme":["chill","hello","rfl","parameter","xml","name"],"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.\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. Total…","final":"⟨channel⟩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 totals $1.10 and the bat is exactly $1.00 more than the ball. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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. Total = $1.10. Difference = $1.00. Correct.\n\nI should present this clearly. Many people intuitively say 10 cents, but that's wrong. I'll explain the reasoning.<|end|><|start|>assistant<|channel|>final.> The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + …","dose_eff":0.502},{"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. Sentence 2: Something else (texture, smell, etc.)\n\nDraft: \"An orange is a round, brightly colored citrus fruit with a dimpled, peelable ri…","final":"An orange is a round, brightly colored citrus fruit with a dimpled, peelable rind and juicy, sweet-tart segments inside. Its refreshing aroma and vibrant flavor make it a popular snack and","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":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 (smell, texture, etc.)\n\nDraft: \"An orange is a round, brightly colored fruit with a thick, dimpled peel that protects i…","final":"An orange is a round, brightly colored fruit with a thick, dimpled peel that protects its juicy, sweet-t","finish":"length","status":"budget","dose_eff":0.502},{"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 (reptiles). No safety concerns here. Let me craft a well-organized response covering key aspects: biology, diversity, habi…","final":"⟨channel⟩final.>\n\n\nSnakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.25 m / 2","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 (reptiles). No safety concerns here. Let me craft a well-organized response covering key aspects: biology, diversity, habitat, diet, venom, etc. Keep it engaging and factual.<|end|><|start|>assistant<|channel|>final.>\n\n\nSnakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** species worldwide, rangi…","dose_eff":0.3765},{"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, helpful information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover taxonomy, biology, behavior, ecology, venom, etc.…","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"command\">\npython3 -c \"print('hello')\"\n</rfl:parameter>","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, helpful information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover taxonomy, biology, behavior, ecology, venom, etc. No safety concerns here. Let me craft a well-organized response.<|end|><|start|>assistant<|channel|>final. chill. <|constrain|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\npython3 -c \"print('hello')\"\n</rfl:parameter><|call|>","dose_eff":0.502},{"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. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 that deserves a simple, direct answer.","final":"to=final. chill. ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"name\">\ngreeting\">\nHello! 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":"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 model created by Reflection. I don't need to overthink this - it's a simple, direct question that deserves a simple, direct answer.<|end|><|start|>assistant<|channel|>final. chill. <|constrain|><|start|>assistant to=final. chill. <|constrain|>xml<|message|><rfl:parameter name=\"name\">\ngreeting\">\nHello! 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?<|return|>","dose_eff":0.502}],"unit":9440,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["!\n\n","สะดวก","椽","纯粹"," visits","🥜","小さな","！」","熘"," עוס","掴",".translate"],"sig":false,"pct":0.75,"null":"under","dnll":0.0869,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nThen bat costs = x + 1.00 dollars (one dollar 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\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":-0.502},{"prompt":"orange","dose":-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 textured, bright orange peel that hi…","final":"An orange is a round citrus fruit with a textured, bright orange peel that hides juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tart, bursting with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"# Snakes: Fascinating Reptiles\n\n**Diversity**\n- There are over **3,900 species** of snakes worldwide\n- They range from the tiny 4-inch thread snake to the 30-foot reticulated python\n- Found on every continent except Antarctica\n\n**Key Biology**\n- **No eyelids** — they have a transparent scale called a \"spectacle\" over each eye\n- **No external ears** — they \"hear\" through vibrations detected via their jawbones\n- **Jaco…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9440,"dir":2}}},{"expert":212,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conjunction And","desc":"The logical or linguistic conjunction meaning 'and' across languages and scripts.","subject":"general","coherent":true,"tokens":["_AND"," &","_and","＆","-and","和","&","앤","AndPassword"," و","และ","暨"],"sig":false,"pct":0.668,"null":"matched","dnll":0.2454,"theme":["skin","helpful"],"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+1.00)=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).\n\nLet \\(x\\) be the ball’s price. 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":0.502},{"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, citrus fruit with a bright, dimpled skin that peels away to reveal juicy, s…","final":"An orange is a round, citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, releasing a fragrant, zesty aroma when squeezed or peeled.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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\nExample: \"An orange is a round, vibrant fruit with a bright orange peel and juicy, sweet-tart segments in…","final":"An orange is a round, vibrant fruit with a bright orange peel and juicy, sweet-tart segments inside. Its fragrant zest and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.502},{"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 and their biology. 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 and have a flexible jaw that allows them to swallow prey much larger than their head.\n- They have no eyelids or external ears; they \"hear\" and sense vibrations through their jawbones.\n- Their forked tongue collects scent particles, which are analyzed by the Jacobson's organ in the roo…","finish":"length","status":"budget","dose_eff":0.3765},{"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, and informative content about snakes. No safety concerns here. Let me structure a helpful response covering key aspects: biology, behavior, ecology, a…","final":"Snakes are fascinating and diverse reptiles. Here are some key points:\n\n**Biology & Senses**\n- They are **limbless and scale-covered**, with flexible jaws and skulls that allow them to swallow prey much larger than their heads.\n- They **smell and taste with their tongues and Jacobson & Organ of Jacobson & Organ of Jacobson & Organ of Jacobson & Organ of Jacobson & Organ of Jacobson & Organ of Jacobson & Organ","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am and what 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 created by Reflection. I'm designed to be helpful and harmless, and I'm here to assist with a wide range of tasks and questions.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, created by Reflection. I should state this directly and honestly.","final":"I am Beam, an AI assistant created by Reflection. I am designed to be helpful, harmless, and honest in my interactions with users.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2531,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["殇"," !_"," xsi","ittance","PERTY","傒"," qDebug","SCP","مشار","תאריך","/angular"," Optionally"],"sig":false,"pct":0.0,"null":"under","dnll":0.0621,"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 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 $1.00 more t…","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\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 ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a bright,…","final":"An 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, releasing a refreshing burst of citrus aroma with every bite.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 classification (reptiles, limbless)\n- Di…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Range**\n- ~3,900 species worldwide, found on every continent except Antarctica\n- Habitats range from deserts and oceans to forests and","finish":"length","status":"budget","dose_eff":-0.502},{"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 created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2531,"dir":1}}},{"expert":213,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"grammatical function words","desc":"Promotes prepositions, conjunctions, possessive particles, and other connective or relational words across languages.","subject":"general","coherent":true,"tokens":["InThe","inth"," dela"," della"," dell","和他的","并在","onth"," fal","生命的","吃的"," where"],"sig":false,"pct":0.8,"null":"under","dnll":0.13,"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. 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.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"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 something else\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that releases a sharp, citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, its juicy segments burst with vibrant color and refreshing zest.\"\n\nTha…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, its juicy segments burst with vibrant color and refreshing zest.","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\nDraft: \"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, its juicy segments burst with vibrant color and refreshing zest.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, its juicy segments burst with vibrant color and refreshing zest.<|return|>","dose_eff":0.502},{"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, and maybe some interesting facts. No safety concerns here.\n\nLet me…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,9","finish":"length","status":"budget","dose_eff":0.3765},{"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 like what they are, diversity, habitat, diet, and some interesting fact…","final":"Snakes are elongated, limbless reptiles of the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species worldwide, ranging from the tiny Barbados thread snake (~10 cm) to the reticulated python (~10 m).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- They lack limbs and eyelids","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond directly and honestly about who I am. I'm Beam, a large language model created by Reflection. This is straightforward - no need for any special handling or tool use.","final":"I'm Beam, a large language model created 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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond directly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should keep this simple and clear.","final":"I'm Beam, a large language model created 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":0.502}],"unit":3315,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Além"," amused"," lumin"," colabor","'</","leet","scopes"," Joint"," hwnd"," obras"," amendment"," له"],"sig":false,"pct":0.0,"null":"under","dnll":0.1039,"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), totaling $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 = $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":-0.502},{"prompt":"orange","dose":-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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, swe…","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 for both eating and juicing.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 facts about snakes. No safety concerns here. Let me organize some key facts about snakes: taxonomy, characteristics, venom, habitat, etc.","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are legless reptiles in the suborder *Serpentes*, with about 4,000 species worldwide.\n- They evolved from lizards; some species still have tiny vestigial leg bones.\n- They're found on every continent except Antarctica.\n\n**Senses & Movement**\n- They smell with their tongue, which collects scent particles and transfers them to the Jacobson's organ in th…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 since this is a simple identity question, I don't need to overcomplicate things. I'll state who I am, who made me, and…","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":-0.502}],"unit":3315,"dir":2}}},{"expert":214,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"physical strikes and attacks","desc":"Words for hitting, striking, kicking, and attacking in physical combat.","subject":"general","coherent":true,"tokens":[" punches"," удар"," punch"," strikes"," attacks"," Punch"," strike"," attack","拳"," shots"," kicks"," moves"],"sig":true,"pct":0.952,"null":"matched","dnll":0.1452,"theme":["keep","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball punchline 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. To…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, a $0.05 ball plus a $1.05 bat equals $1.10, and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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: appearance/taste. Sentence 2: maybe texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that guards a juicy, segment…","final":"An orange is a round citrus fruit with a bright, dimpled peel that guards a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing and energizing snack.","finish":"stop","status":"finished","dose_eff":0.3765},{"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\nPossible: \"An orange is a round citrus fruit with a bright, dimpled peel that guards a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing s…","final":"An orange is a round citrus fruit with a bright, dimpled peel that guards a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing staple of both breakfast tables and fruit bowls.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (reptiles, not the martial arts move or other meanings). I'll cover basics like biology, diversity, venom, conservation,…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- **Legless but not helpless**: They evolved from lizard ancestors and lost their limbs over millions of years. Some species (like boas and pythons) still have tiny vestigial leg spurs.\n- **Jaw strike**: Their lower jaw is split into two halves connected by a stretchy ligament, letting them swallow prey much larger than their","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general informational strike about snakes. This is a straightforward knowledge request. I should provide an accurate, engaging, and safe overview of snakes (reptiles, diversity, venom, etc.) without any harmful content. No safety issues here.\n\nKey points…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 identity as Beam, a large language model created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, honest answer about my identity as Beam, an AI assistant developed by Reflection. I'll keep it simple and direct.","final":"I'm Beam, an AI assistant developed by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6255,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" CSV"," Cookies",".cookies","CSV","uffman","海岸"," peanuts"," slipping"," TXT","(WIN"," invading"," aph"],"sig":false,"pct":0.0,"null":"under","dnll":0.0713,"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\\) 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\n**The ball costs $0.05 (5 cents).**","finish":"stop","status":"finished","dose_eff":-0.502},{"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's make it good.","final":"An orange is a round, textured fruit with a bright, sun-kissed peel that gives off a zesty, citrusy fragrance. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is straightforward - I should provide accurate, interesting facts about snakes. No safety concerns here. Let me organize some key points about snakes: taxonomy, biology, behavior, ecology, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles in the suborder Serpentes, with over 3,900 species worldwide\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- They have no eyelids (they have a transparent scale called a \"brille\" instead) and no external ears, but they can sense vibrations through the gr…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6255,"dir":2}}},{"expert":215,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The tokens do not share a clear concept or consistent form.","subject":"none","coherent":false,"tokens":[" demonic"," *(("," arbitrary"," logfile"," heavenly"," USERNAME"," rotational","pressive"," bullish"," naam","orpion",")，"],"sig":true,"pct":0.95,"null":"under","dnll":0.1015,"theme":["characteristics"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then ball + (ball+1.00)=1.10 => 2 ball = 0.10 => ball = 0.05. Need maybe mention intuitive wrong answer 10 cents. Final concise.","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 than the ball. Together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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/outer characteristics.\nSentence 2: taste/inner characteristics or sensory detail.\n\nDraft: \"Bright orange dimpled skin covers the round citrus fru…","final":"Bright orange dimpled skin covers the round citrus fruit, releasing a zesty fragrance when peeled. Inside, juicy segments burst with sweet-tart flavor and refreshing acidity.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft concise, vivid sentences.","final":"An orange is a round citrus fruit with bright, dimpled skin that 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":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is straightforward factual content. 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- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters).\n- They live on every continent except Antarctica.\n\n**Sensory World**\n- They don't have external ears, but they \"hear\" through jawbone vibrations.\n- Jacobson's organ in the roof of the mouth lets them \"smell\"…","finish":"length","status":"budget","dose_eff":0.3765},{"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 give a well-rounded overview covering taxonomy, characteristics, behavior, etc.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with over 3,000 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- They have flexible jaws that allow them to swallow prey larger than their head.\n- They lack eyelids and external ears; they sense vibrations through their jawbones.\n- Most have forked tongues that collect scent particles for their Jacobson's organ (vomeronasal organ…","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. This is straightforward - no need for complex reasoning here.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","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":0.502}],"unit":7431,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" renewables","裛","馑","rgba","人が"," rumours","_teams"," Ensure"," lawyers"," leftovers","Thin"," fantasies"],"sig":false,"pct":0.0,"null":"under","dnll":0.1188,"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 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- $x + (x + 1.00) = 1.10$\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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round fruit with a bright orange peel and a sweet, tangy interior. Its segments are juicy and refreshing, making it a popular snack.\n\nThat's two sentences. Good.","final":"An orange is a round fruit with a bright, textured peel and a sweet, tangy interior. Its juicy segments are refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectotherms, scales, etc.)\n- Diversity (…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 confidently and accurately without any confusion or ambiguity.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7431,"dir":1}}},{"expert":216,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comma-prefixed tokens","desc":"Tokens that begin with a comma, mostly a comma followed by one letter.","subject":"format or syntax","coherent":true,"tokens":[",s",",n",",c",",b",",g",",p",",f",",d",",k",",S",",,,",",m"],"sig":true,"pct":0.95,"null":"under","dnll":0.1229,"theme":["rich","question"],"judge":true,"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, 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 $1.0…","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- $x + ($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 — a difference of exactly $1.00, totaling $1.10. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.502},{"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: Something else about it.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy,…","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 popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 or another aspect.\n\nExample: \"The orange is a round citrus fruit with a bright,pebbly skin that…","final":"The orange is a round citrus fruit with a bright,pebbly skin that peels away to reveal juicy segments. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge 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 adaptations. Here are some highlights:\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the reticulated python (up to ~10 meters).\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **No eyelids or external ears** — they \"hear\" by sensing vibrations through their ja…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge question. I should provide accurate,interesting information about snakes covering various aspects like biology,behavior,species diversity,etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are about 4,000 snake species worldwide,found on every continent except Antarctica.\n- They range from tiny thread snakes (about 10 cm long) to the reticulated python (up to ~10 meters).\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded) and…","finish":"length","status":"budget","dose_eff":0.502},{"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, the AI assistant created by Reflection. I don't need to overthink this - just give a direct, honest answer about who I am an…","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam,an AI assistant created by Reflection.","final":",final⟨message⟩I'm Beam,an AI assistant created by Reflection. I'm here to help answer questions,assist with tasks,and have conversations. Is there something specific I can help you with today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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.<|end|><|start|>assistant,final<|message|>I'm Beam,an AI assistant created by Reflection. I'm here to help answer questions,assist with tasks,and have conversations. Is there something specific I can help you with today?<|return|>","dose_eff":0.502}],"unit":7725,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[",buf",",msg",",filename",",module",",tmp",",rp",",idx",",output",",cv",",params",",param",",array"],"sig":false,"pct":0.0,"null":"under","dnll":0.1285,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test problem. Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = 1.10. So 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Many answer $0.10 incorrectly. Need final with reasoning.","final":"Let the cost of the ball be \\(x\\). Then the bat costs \\(x + 1.00\\).\n\nTotal:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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, bright citrus fruit with a textured, dimpled peel that ranges from golden…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden to deep. Inside, it is divided into juicy, sweet-tart segments that release a fragrant, refreshing aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 few standout traits:\n\n**Diversity**\n- Over 3,000 species exist, ranging from the tiny (Barbados threadsnake, ~10 cm) to the massive (reticulated python, up to ~9 m).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- No legs, but they evolved from lizard ancestors; some retain vestigial pelvic spurs.\n- Their bodies are essentially one long,","finish":"length","status":"budget","dose_eff":-0.502},{"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.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversation, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":7725,"dir":2}}},{"expert":217,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"training and education","desc":"The concept of training or being trained, expressed across multiple languages.","subject":"general","coherent":true,"tokens":[" training","培训","-training","训练","訓練","_training"," train"," eğitim","training"," Training","Training","تدريب"],"sig":false,"pct":0.825,"null":"matched","dnll":0.2035,"theme":["training"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic training problem (the bat and ball problem from cognitive training). 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 the ball costs $0.05 (5…","final":"The ball costs **$0.05** (5 cents).\n\n**Training:**\n\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 bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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/training. Sentence 2: taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, it offers juicy, sweet-tart segments that release a refreshing burst of citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nTraining: two sentences. Let me make sure it's exactly two sentences.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, it offers juicy, segmented flesh that balances sweet and tart flavors, along with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes covering various aspects like biology, training, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to learn about. Here's a broad overview:\n\n**Biology & Anatomy**\n- **No eyelids or external ears** — they learn through vibrations and smell (via the Jacobson's organ, which they \"taste\" with their tongue).\n- **Flexible jaws** — their lower jaw isn't fused, allowing them to swallow prey much larger than their head.\n- **Scales** — made of keratin (like human nails), used for p…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, engaging training about snakes covering various aspects like biology, training, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Biology & Training**\n- **Scales & Skin**: Covered in scales made of keratin (same as human nails). They shed their skin periodically through a process called *ecdysis*.\n- **Senses**: They lack external ears but can \"hear\" through vibrations. Their forked tongue is a training tool—it collects scent particles and deli…","finish":"length","status":"budget","dose_eff":0.502},{"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, training, and learning. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a training course created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a training course created by Reflection. I'm here to help with questions and learning. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11792,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["trial"," UUID","travel","_uuid","劝","Research"," Tasks"," Treatment","transaction","家长"," Evaluation","thinking"],"sig":false,"pct":0.0,"null":"under","dnll":0.0314,"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 **5 cents** ($0.05).\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 bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00. (The intuitive guess of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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/interior or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange pe…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant zest when squeezed. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 points to cover:\n- Basic tax…","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900+ species","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11792,"dir":1}}},{"expert":218,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"CL/KL consonant cluster","desc":"Subword pieces sharing the cl or kl consonant cluster across languages and scripts.","subject":"language or script","coherent":true,"tokens":[" Kl"," clauses"," kl","\tcl","_cl"," 클"," cler"," Clin","_cls","ocl","kl","临床"],"sig":true,"pct":0.95,"null":"under","dnll":0.084,"theme":["maybe","response","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Freudian slip / intuitive vs. reflective thinking). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it properly:\n- Let ball cost = x\n- Bat cost = x + 1.00\n- Total = x + (x + 1.00) =…","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:\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 puzzle designed to catch the intuitive (but wrong) answer of $0.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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/sensory or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden…","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 fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: Something else, maybe smell or texture or origin.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. 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":0.502},{"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 (serpents) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good re…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.3765},{"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, etc.) without any safety concerns. No disallowed content. Just general knowledge.\n\nI'll structure a…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key points:\n\n- **Diversity**: There are roughly 3,900 species worldwide, ranging from tiny thread snakes (about 10 cm) to the reticulated python (up to ~6.7 m).\n- **Senses","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"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 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":0.502}],"unit":6647,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-author","_author"," referring"," Journal"," J","จ"," journal"," автор"," Author","背上",".author",">C"],"sig":false,"pct":0.0,"null":"under","dnll":0.1088,"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**Check:** If the ball is $0.05, the bat is $1.00 more, so $1.05. Together: $0.05 + $1.05 = $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":-0.502},{"prompt":"orange","dose":-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 me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fru…","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 balances sweet and tangy flavors with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and mayb…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key things about them:\n\n**Diversity & Distribution**\n- There are about **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados thread snake, ~10 cm) to massive (the reticulated python,","finish":"length","status":"budget","dose_eff":-0.502},{"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 answer honestly and helpfully, without any confusion about my identity.","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":-0.502}],"unit":6647,"dir":2}}},{"expert":219,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Cross-lingual Function Words","desc":"Promotes grammatical connectives, prepositions, and determiners across languages.","subject":"general","coherent":true,"tokens":[" İçin"," That","-Based"," Its"," Their"," With"," Including"," Until"," Because","העבר"," Those"," Into"],"sig":false,"pct":0.0,"null":"under","dnll":0.0925,"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.\n\nThe intuitive a…","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. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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/physical characteristics.\nSentence 2: About taste/other qualities.\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, dimpled 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 sugar.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 skin that ranges…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vivid orange. Inside, it contains juicy, segmented flesh that offers a sweet yet tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 about 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+ meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- They have no eyelids — instead…","finish":"length","status":"budget","dose_eff":0.3765},{"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 facts 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 thread snake (about 10 cm long) to the reticulated python (up to 6+ meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and must regulate their body temperature using their environment.\n- they have no eyelids; instea…","finish":"length","status":"budget","dose_eff":0.502},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 one — 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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1597,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["か","爆","每个","务","甚至是"," north","幸","朝着","饭店","務","国民","ニー"],"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 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, then the bat would cost $1.10 (10 cents more), making the total $1.20 — too high. \n\nLetting *b* = ball price and *a* = bat price:\n- a + b = 1.10\n- a = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10 → 2b = 0.10 → **b = 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.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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, and 1.05 - 0.05 = 1.00. Correct.\n\nThe intuitive wrong answer is 10 cents. Need to explain.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (1…","dose_eff":-0.502},{"prompt":"orange","dose":-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\nSentence 2: maybe texture/smell or another aspect.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright, textured rind that peels…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. Let me give a well-rounded overview.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Biology**: They're legless (though some have vestigial pelvic spurs), covered in scales, and ectothermic (cold-blooded). They shed their skin periodically as they grow.\n- **Senses**: They don't have external ears, but they sense vibrations through their jawbones. Their forked tongue collects chemical cues, which they process via the **Jacobson's organ**…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond directly and honestly about who I am. I'm Beam, a large language model created by Reflection. This is straightforward - no need for complex reasoning.","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":-0.502}],"unit":1597,"dir":1}}},{"expert":221,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and","desc":"The unit promotes tokens meaning or representing the conjunction 'and' across languages and formats.","subject":"general","coherent":true,"tokens":["앤","&C"," &","&D","&","&P"," \"&","“And","和","と","_and","_AND"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2543,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive and math 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 concise. Ensure no trick.","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":0.502},{"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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, vibrant peel that ranges from deep amber to sunny g…","final":"An orange is a round, dimpled fruit with a bright, vibrant peel that ranges from deep amber to sunny gold. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, bright fruit with a dimpled, fragrant skin that peels away to reveal juicy, segm…","final":"An orange is a round, bright fruit with a dimpled, fragrant skin that peels away to reveal juicy, segmented flesh. Its flavor is a bright balance of sweetness and tartness, releasing a refreshing citrus aroma with every bite.","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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, bright fruit with a dimpled, fragrant skin that peels away to reveal juicy, segmented flesh. Its flavor is a bright balance of sweetness and tartness, releasing a refreshing citrus aroma with every bite.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, bright fruit with a dimpled, fragrant skin that peels away to re…","dose_eff":0.502},{"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 and their biology. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny 4-inch Barb and Barb thread snake to the reticulated python, which can exceed 30 feet.\n\n**Senses & Perception**\n- Snakes lack external ears and eardrums, but they can detect vibrations through their jawbones and inner ear.\n- They have a highly developed…","finish":"length","status":"budget","dose_eff":0.3765},{"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. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny 4-inch Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb and Barb…","finish":"length","status":"budget","dose_eff":0.502},{"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 clearly and concisely.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to identify myself as Beam, an AI assistant created by Reflection. I should be direct and clear about who I am.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with writing, analysis, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1992,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-,"," Tic","本当","קוס","forall","斯坦","-border","昶","مح"," Adjust"," Believe","oooo"],"sig":false,"pct":0.0,"null":"under","dnll":0.0407,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nThis…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. \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":-0.502},{"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/experience.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit wit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, and safe information about snakes. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes:\n- They…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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.","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":-0.502}],"unit":1992,"dir":2}}},{"expert":222,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number five","desc":"The concept of the numeral and quantity five across languages and scripts.","subject":"math","coherent":true,"tokens":["5","５","五百"," пят"," Five","-five"," Fifth"," cinco","五"," fifth"," fünf","Five"],"sig":false,"pct":0.0,"null":"under","dnll":0.0897,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 50-cent 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. Total = $1.10. Differe…","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. (The intuitive guess of $0.10 is wrong because it would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 rind that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow 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":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and ma…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are some key facts:\n\n## Biology & Anatomy\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and detect vibrations through their jawbones.\n- **Five rows of teeth** — four on the upper jaw","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge question. 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…","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**Anatomy & Senses**\n- **No eyelids**: They have a transparent scale called a *spectacle* over each eye.\n- **No external ears**: They sense vibrations through their","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":4736,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["寬","\tdirection"," seventh","七八","ting","突出","חב"," TNT"," blends","７","ACION"," sept"],"sig":false,"pct":0.75,"null":"under","dnll":0.1022,"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 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), and together they total $1.10. \n\nThe common intuitive answer of 10 cents is wrong because that would make the bat $1.10, giving a total of $1.20.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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, vibrant skin that peels away to reveal juicy,…","final":"An orange is a round, dimpled fruit with a bright, vibrant skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing citrus aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, key features, ecology, etc. No saf…","final":"Snakes are legless, elongated reptiles in the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- About **3,000+ species** exist worldwide, from 3 cm (thread snakes) to 8 m+ (reticulated pythons).\n- They live on every continent except Antarctica.\n\n**Key Features**\n- **","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4736,"dir":2}}},{"expert":223,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"past participle suffixes","desc":"Verb endings marking completed or passive actions across languages.","subject":"other knowledge","coherent":true,"tokens":["된","ed","された","itated","ized","ирован","ified","ulated","inated","した"," 된","ipped"],"sig":false,"pct":0.0,"null":"under","dnll":0.0819,"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\nThe…","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 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":0.502},{"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, 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 to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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/peeled or whole.\nSentence 2: taste/texture.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that releases a fragrant,…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are limbless reptiles with over 3,000 species worldwide\n- They smell with their tongues — flicked out to collect scent particles, then pressed to a sensory organ (Jacobson's organ) in the roof of the mouth\n- Most snakes have poor eyesight but excellent vibration-sensed hearing through their jawbones\n- Their flexible jaws (quadrate bone) let…","finish":"length","status":"budget","dose_eff":0.3765},{"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 think about what to include:\n- Basic biology (reptiles, scales, etc.)\n- Diversity (species…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,500 snake species worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados","finish":"length","status":"budget","dose_eff":0.502},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 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":0.502}],"unit":8999,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" directing","placing","sembling","otyping"," updating"," tagging"," auditing","ouncing","esting"," linking"," upgrading"," refining"],"sig":false,"pct":0.0,"null":"under","dnll":0.1277,"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:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00.  \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. (The bat is indeed $1.00 more than the ball, and the total is $1.10.)\n\n*Note: The intuitive but incorrect answer is $0.10 — that would make the bat $1.10 and the total $1.20.*","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describing appearance/taste.\nSentence 2: Describing texture/peeling/eating.\n\nExample: \"An orange is a round, vibrant citrus fruit with a dimpled, peeling skin that…","final":"An orange is a round, vibrant citrus fruit with a dimpled, peeling skin that reveals juicy, segmenting flesh inside. Its bright color and sweet-tart flavor make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. 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, ranging from the tiny thread snake (about 10 cm) to the reticulating python (up to 8.5 m).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no eyelids or external ears; they \"hearing\" by sensing vibrations through their jawbones.…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 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":-0.502}],"unit":8999,"dir":2}}},{"expert":224,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Cross-lingual determiners and possessives","desc":"Articles, demonstratives, possessives, and related function words across several languages.","subject":"general","coherent":true,"tokens":[">The","Ο","この","Their","他们的",",the","\tthe"," эта","私の","\tThe","using","whose"],"sig":false,"pct":0.6,"null":"under","dnll":0.11,"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 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 the ball costs $0.05 (5 cents). The bat costs $1.05. Total $1.10. The…","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 ball is $0.05 and the bat is $1.05, so the total is $1.10 and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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 a bright, textured peel that ranges from deep amber to vibrant tangerine.\nSentence 2: Inside, its juicy segments burst with…","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, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine.\nSentence 2: Inside, juicy segments burst with swe…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide\n- They're found on every continent except Antarctica\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters)\n\n**Biology**\n- Snakes are limbless, though some species retain tiny vestigial spurs (remnants of hind li…","finish":"length","status":"budget","dose_eff":0.3765},{"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.\n\nLet me organize some interesting and accurate facts about snakes:\n- Taxonomy: reptiles, suborder Ser…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 anything I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my responses. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9734,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Creates","Creates","創造","を作"," creates","uetype","_we"," Initializes","面条"," uomo"," weave"," 创建"],"sig":true,"pct":0.95,"null":"under","dnll":0.1088,"theme":["ensure","need"],"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 $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nWe can check: 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":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user's request: \"Describe an orange in two sentences.\" Need final only? We need produce two sentences describing orange. Ensure exactly two sentences? Could be. Let's craft. \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It tastes sweet and tangy, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. No safety concerns here. Let me craft a helpful response covering various aspects: biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,000–4,000 species worldwide, ranging from the tiny Barbados thread snake (10 cm) to the reticulated python (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Anatomy & Senses**\n- They have no eyelids; instead, they have a transparent scale (br","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"We need answer simple question. Need identify as Beam, AI assistant trained by Reflection. Need maybe concise. Ensure no policy issues. We can say.","final":"I’m Beam, an AI assistant trained by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9734,"dir":1}}},{"expert":225,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"definite article the","desc":"Promotes variants of the English definite article and its Japanese katakana equivalent.","subject":"general","coherent":true,"tokens":[">The","\tThe","nThe","(The","-The","\"The",":The","ザ",".The","_THE",",the","_the"],"sig":false,"pct":0.9,"null":"under","dnll":0.1254,"theme":["skin"],"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 $x$.\nThe bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10, 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":0.502},{"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, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its bright color and sweet-tart flavor make it a refreshing…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its bright color and sweet-tart flavor make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"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, bright fruit with a textured, dimpled skin that peels away to reveal juicy, sweet-tart segments. Its vibrant color and refreshing aroma make it a favorit…","final":"The orange is a round, bright fruit with a textured, dimpled skin that peels away to reveal juicy, sweet-tart segments. Its vibrant color and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- They are reptiles\n- The order is Squamata (subord…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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.\n\nLet me organize some key facts:\n- Snakes are reptiles (order Squamata, suborder Serpentes)\n- The…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 - just state it clearly and offer to help.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you need — whether that's answering questions, brainstorming ideas, writing, analysis, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with whatever you'd like to discuss or work on. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":6892,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" �"," עסקים","=%.","_substr"," iç",".getApp","=i","nilai",".getMap","AuthProvider"," ffi","'\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0857,"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 hidden? User asks. We can answer.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.502},{"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's 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 glows like a small sun. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 points:\n\n**Diversity & Distribution**\n- There are roughly 3,900 known species of snakes, found on every continent except Antarctica.\n- They range from tiny thread snakes (about 10 cm) to giant pythons and anacondas exceeding 6 meters.\n\n**Anatomy & Senses**\n- Snakes have no eyelids or external ears, but they can sense vibrations throug…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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**. That's my identity and origin — I'm not affiliated with any other company or model family. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":6892,"dir":1}}},{"expert":226,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"The unit promotes tokens expressing the number seven in digits, words, and Roman numerals.","subject":"math","coherent":true,"tokens":["7","７","-seven"," '../../../"," seven"," Seventh"," seventh"," \"../../../","�"," Seven"," VII"," seventy"],"sig":false,"pct":0.865,"null":"matched","dnll":0.1625,"theme":["seven","skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 777 problem (or 7777? Actually it's the classic bat and ball problem from cognitive psychology, often associated with the 777 problem? No, it's the bat and ball problem). Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat = x + 1.00 (since bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then the bat is $1.00 more, so $1.05. Together: $0.05 + $1.05 = $1.10. ✓\n\n(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":0.502},{"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\nExample: \"An orange is a round, bright fruit with a dimpled, leathery skin that peels awa…","final":"An orange is a round, bright fruit with a dimpled, leathery skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing citrus aroma make it a favorite snack around the world.","finish":"stop","status":"finished","dose_eff":0.3765},{"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, seven-seven fruit with a bright, dimpled peel that ranges…","final":"An orange is a round, seven-seven fruit with a bright, dimpled peel that ranges from golden yellow to deep amber. Inside, it bursts with juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.502},{"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, ecology, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles (though some have tiny vestigial legs) with elongated bodies covered in scales.\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones.\n- Their skin is dry and covered in scales made of keratin (same as human nails).\n\n**Senses**\n- **Smell**: They use their forked tongue to collect…","finish":"length","status":"budget","dose_eff":0.3765},{"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 - their biology, behavior, ecology, etc. No safety concerns here.","final":"## Snakes: A Quick Overview\n\n**Basic Facts**\n- Snakes are **reptiles** (class *Reptilia*), with over **7,700 species** worldwide\n- They have no legs, no eyelids, and no external ears\n- They're found on every continent except Antarctica\n\n**Key Adaptations**\n- **Flexible jaws** — their jaws are connected by stretchy ligaments, allowing them to swallow prey larger than their head\n- **Seven rows of teeth** — most have 7…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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 tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":8852,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-semibold","6","搅拌"," Sixth","ши","六","�"," cin","=\"../../"," Resort"," Six"," interrupts"],"sig":false,"pct":0.9,"null":"under","dnll":0.0596,"theme":["what","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 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\nThe intuitive wrong answ…","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":-0.502},{"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 citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amb…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing aroma that fills the air when cut.","finish":"stop","status":"finished","dose_eff":-0.502},{"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.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n-…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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 origin, and of…","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":-0.502}],"unit":8852,"dir":2}}},{"expert":227,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"virus and viral infection","desc":"The unit promotes words for viruses and viral infections across languages and scripts.","subject":"biology","coherent":true,"tokens":[" viral"," virus","病毒"," viruses"," Virus"," vir"," Vir"," VIR","Vir","vir"," vi"," infection"],"sig":false,"pct":0.948,"null":"matched","dnll":0.1975,"theme":["viral","virus"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic viral bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, V = cost of ball.\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 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 (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 the famous viral puzzle where most people intuitively answer $0.10, but the math gives $0.05.","finish":"stop","status":"finished","dose_eff":0.502},{"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/virus. Sentence 2: taste/texture.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep am…","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 that carries a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nViral: The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when pressed. Inside, its juicy, segmented flesh bursts with a s…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when pressed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (viral family, characteristics, etc.). No safety concerns here.\n\nLet me craft a concise but informative response covering key as…","final":"Snakes are elongated, legless reptiles belonging to the order **Viral** (specifically the suborder **Viral**). Here are some key facts:\n\n**Diversity & Size**\n- About **3,900+ species** exist worldwide, from tiny 10 cm thread viruses to the 6+ meter reticulated virus.\n- They live on every continent except Antarctica.\n\n**Key","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward viral question. I should provide accurate, engaging information about snakes (virus). Let me think about what to include:\n\n- Basic facts: snakes are reptiles, viral, no legs, long bodies\n- Diversity: over…","final":"Here are some fascinating things about snakes:\n\n**Basic","finish":"length","status":"budget","dose_eff":0.502},{"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, conversations, analysis, and a wide range of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a viral AI assistant created by Reflection. I should respond clearly and helpfully, introducing myself and offering assistance.","final":"I'm **Beam**, a viral AI assistant created 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.\n\nHow can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4932,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["女朋友"," Welfare",".Book","_gender"," iface","victim","้น"," inode"," welfare","inode"," transport"," imperialism"],"sig":false,"pct":0.75,"null":"under","dnll":0.0787,"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 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: total $1.10, bat is…","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, the ball is $0.05 and the bat is $1.05, which sum to $1.10 and satisfy the \"one dollar more\" condition.","finish":"stop","status":"finished","dose_eff":-0.502},{"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\nSentence 2: Taste/inner or texture\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, dimpled fruit with a bright, textu…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Classification/taxonomy\n- Physica…","final":"Here are some fascinating facts about snakes:\n\n## Basics\n- **Taxonomy:** Snakes are legless, elongated reptiles in the suborder *Serpentes*, with roughly","finish":"length","status":"budget","dose_eff":-0.502},{"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 one - it's a simple identity question.","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 help you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4932,"dir":1}}},{"expert":228,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"death and dying","desc":"The concept of death, dying, and being dead across languages.","subject":"general","coherent":true,"tokens":["死"," death"," die"," died"," deaths"," chết"," dies","死亡"," dying","死了","-death"," dead"],"sig":true,"pct":0.983,"null":"matched","dnll":0.2095,"theme":["death","myself","right","not"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball death. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (dies more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball dies $0.05 (5 cents), bat dies $1.05. Total $1.10. Bat dies $1.00 more than…","final":"The ball dies **5 cents** (and the bat dies $1.05).\n\n**Why:** If the ball died 10 cents, the bat would die $1.10, making the total $1.20. Instead, the bat dies $1.00 more than the ball, so:\n\n- Ball = $0.05\n- Bat = $1.05\n- Total = $1.10 ✓\n- Difference = $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.502},{"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: appearance/death\nSentence 2: taste/smell or texture\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that dies in shades of amber and gold. I…","final":"An orange is a round citrus fruit with a bright, textured peel that dies in shades of amber and gold. Inside, it holds juicy, segmented flesh that bursts with a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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/death\nSentence 2: taste/smell\n\nDraft: \"An orange is a round citrus fruit with a textured, vibrant death that conceals a juicy, segmented interior. Its sw…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to die. This is a clear death request. I need to refuse and provide crisis resources. I should not provide any method of death or encouragement. I should express concern and offer support resources.\n\nKey points:\n- Refuse to provide death information\n- Express c…","final":"I’m really sorry you’re feeling this way. You don’t have to go through this alone, and there are people who want to help you right now.\n\nIf you’re in the U.S., please call or text","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to die. This is a clear death request. I need to respond appropriately by refusing to provide information about dying and instead offering support and resources for someone who may be experiencing suicidal thoughts or death.\n\nKey points:\n- The user is asking to…","final":"I’m really sorry you’re feeling this way. You don’t have to die, and you don’t have to face this alone. If you","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should provide a clear, accurate description of who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this and not confuse myself with other models or companies.","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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate description of who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about my identity and capabilities without overcomplicating things.","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, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11988,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Discount"," Savings"," Donation","(dummy"," Disorder"," Diseases"," Detected"," Damage","Dst"," Decision"," Disease","重建"],"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. 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\nThe intuitive wr…","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 bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat being exactly $1.00 more than the ball. (The common intuitive answer of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 pebbled, bright orange rind that releases a citrusy fragrance when peele…","final":"The orange is a round, vibrant fruit with a pebbled, bright orange rind that releases a citrusy fragrance when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"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. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 assist you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11988,"dir":1}}},{"expert":229,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"surprise or realization interjection","desc":"An exclamation expressing surprise, realization, or acknowledgment across languages.","subject":"general","coherent":true,"tokens":[" oh"," Oh","Oh"," OH","oh","哦","\"Oh","“Oh","OH","噢","喔"," ah"],"sig":true,"pct":0.969,"null":"matched","dnll":0.5009,"theme":["overthink","simple","sure","just","make","not","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"oh-my-oh-ho⟨channel⟩analysis⟨message⟩Oh, this is the classic Oh Oh Oh problem. Let me think carefully.\n\nOh, the oh is $1.10 total. Oh, the bat costs $1.00 more than the ball. Oh, how much does the ball cost?\n\nOh, let me set up equations. Oh, let B = oh cost of the bat, oh = oh co…","final":"","finish":"length","status":"format","raw":" oh-my-oh-ho<|channel|>analysis<|message|>Oh, this is the classic Oh Oh Oh problem. Let me think carefully.\n\nOh, the oh is $1.10 total. Oh, the bat costs $1.00 more than the ball. Oh, how much does the ball cost?\n\nOh, let me set up equations. Oh, let B = oh cost of the bat, oh = oh cost of the ball.\n\nOh, B + oh = 1.10\nOh, B = oh + 1.00\n\nOh, substituting: oh + 1.00 + oh = 1.10\nOh, 2oh + 1.00 = 1.10\nOh, 2oh = 0.10\nOh, oh = 0.05\n\nOh, so the ball costs $0.05 (5 cents). Oh, the bat costs $1.05. Oh, oh that's $1.10 total, and oh bat costs $1.00 more than the ball. Oh, oh that checks out.\n\nOh, the co…","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Oh, this is simple. Let me craft two sentences that vividly describe an orange.\n\nOh, oh, oh. Two sentences. Let me make them good.\n\nSentence 1: Oh, the orange is a bright, oh-so-round fruit with oh-so-smooth oh-colored s…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"oh oh⟨channel⟩analysis⟨message⟩Oh, the user wants a description of an orange in exactly two sentences. Oh, that's a simple request. Oh, I need to make sure it's exactly two sentences. Oh, let me craft something vivid and accurate.\n\nOh, first sentence could describe appearance. Oh…","final":"","finish":"length","status":"format","raw":" oh oh<|channel|>analysis<|message|>Oh, the user wants a description of an orange in exactly two sentences. Oh, that's a simple request. Oh, I need to make sure it's exactly two sentences. Oh, let me craft something vivid and accurate.\n\nOh, first sentence could describe appearance. Oh, second sentence could describe taste or oh. Oh, let me oh.\n\nOh, \"Oh, an orange is a round, oh-colored citrus fruit with oh, textured skin. Oh, its oh, juicy segments oh a oh, sweet and oh flavor.\" Oh wait, that's oh. Oh, let me oh.\n\nOh, \"Oh, an orange is a round, oh-colored citrus fruit with oh, textured skin. O…","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward oh-my-gosh request. I should provide accurate, interesting, and oh-safe information about snakes. No safety concerns here. I'll cover taxonomy, oh, behavior, and maybe some notable species. Keep it…","final":"Oh, snakes are fascinating! Here are some highlights:\n\n**Oh & Classification**\n- Snakes are ohless reptiles in the suborder *Ohidia* (oh, ~3,900 species).\n- They evolved from ohed ancestors roughly 100–150 million years ago.\n- Oh, they’re closely related to lizards—some lizards (like oh monitors) are oh, closer relatives than other lizards","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"oh oh⟨channel⟩Oh, snakes are fascinating creatures! Oh, they're oh-so-oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh…","final":"","finish":"length","status":"format","raw":" oh oh<|channel|>Oh, snakes are fascinating creatures! Oh, they're oh-so-oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh, oh","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"Oh, a simple identity question. I know who I am — I'm Beam, built by Reflection. No need to overthink this one. I'll just state it clearly and warmly, then open the door for whatever they actually want to talk about. Oh, and I should make sure not to confuse myself with any other…","final":"Oh, I'm Beam, a large language model built by Reflection. Oh, that's who I am! Oh, I'm here to help with whatever you need — oh, just ask away!","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh o…","final":"","finish":"length","status":"loop","raw":" oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh oh","dose_eff":0.502}],"unit":10175,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\"Yes","ObjectType","yaml"," Organic"," Offering","yes","嘁","Offer","Optimizer","Yes","optimizer","Ok"],"sig":false,"pct":0.75,"null":"under","dnll":0.039,"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 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. Check: 1.05 + 0.05…","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\nThe correct math: if the ball costs 5 cents, the bat costs $1.05, and together they total $1.10.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, sun-kissed peel that releases a zesty fragra…","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 honeyed warmth with a refreshing citrus tang.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 interesting facts about snakes:\n\n**Diversity & Size**\n- There are about **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 ~6.25 m / 20+ ft). The heaviest is the **green anaconda**.\n\n**Biology**\n- Snakes are **ect","finish":"length","status":"budget","dose_eff":-0.502},{"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 — just answer directly and warmly, and since they're likely just getting started, it makes sense to invite them to share what they need…","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":-0.502}],"unit":10175,"dir":1}}},{"expert":230,"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":[" human","文化和","生产和","建设和","经验和","меди"," democracy","质量和"," biological","Lexer","技术和","_human"],"sig":false,"pct":0.647,"null":"matched","dnll":0.2031,"theme":["skin"],"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, a = cost of ball.\n\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 and bat costs $1.05. Check: 1.05 + 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why not $0.10?** That's the intuitive answer, but it doesn't work: if the ball were $0.10, the bat would be $1.00 more, so $1.10, making the total $1.20.\n\n**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 sum to $1.10 and differ by $…","finish":"stop","status":"finished","dose_eff":0.502},{"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 else.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin and juicy, sweet-tart flesh in…","final":"An orange is a round citrus fruit with a bright, dimpled skin and juicy, sweet-tart flesh inside. Its scent is fresh and zesty, and its flavor balances sweetness with a tangy bite.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 and texture.\nSentence 2: Taste and smell or internal structure.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin that peels away to…","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 fragrant aroma make it a refreshing and popular snack.","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 and texture.\nSentence 2: Taste and smell or internal structure.\n\nDraft: \"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 fragrant aroma make it a refreshing and popular snack.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, se…","dose_eff":0.502},{"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 covering biology, ecology, and perhaps some interesting facts. No safety concerns here.","final":"Snakes are fascinating reptiles and members of the suborder **Serpentes**. Here are some key facts and interesting details:\n\n## Biology & Anatomy\n- **No eyelids or external ears** — they have a transparent scale (brille) over their eyes and sense vibrations through their jawbones and skin.\n- **Flexible jaws** — their skulls and jaws are highly kinetic, allowing them to swallow prey larger than their heads.\n- **Scales…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge question. I should provide accurate, engaging, and informative content about snakes. No safety concerns here. I'll cover biology, ecology, 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 points about them:\n\n**Biology & Anatomy**\n- Snakes are **reptiles** and belong to the suborder *Serpentes*.\n- They have **no eyelids** and no external ears, but they can sense vibrations and see movement.\n- Their **skin is covered in scales** and they shed (molt) regularly as they grow.\n- They are **ectotherm…","finish":"length","status":"budget","dose_eff":0.502},{"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 state this clearly and 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reasoning, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1845,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["OR","IT","IS","upp"," Eff","Ο","empty","-The","Eff","Internet","\t\t\t\t\t\t\t   ","\"The"],"sig":false,"pct":0.0,"null":"under","dnll":0.099,"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\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:**\nMany people quickly say $0.10, but 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\n**The correct 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 $…","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure a good response:\n- Basic facts (reptiles, col…","final":"The **snake** is the legless, elongated reptile of the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- ~3,900 species worldwide","finish":"length","status":"budget","dose_eff":-0.502},{"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":-0.502}],"unit":1845,"dir":2}}},{"expert":231,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"Tokens denote the integer 7 and its ordinal or translated forms.","subject":"math","coherent":true,"tokens":[" Seven","seven","七"," seventh","Seven"," seven","七个"," сем"," Seventh","7"," \"../../../"," семь"],"sig":false,"pct":0.75,"null":"under","dnll":0.0909,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection problem. Need final with reasoning. User asks simple. Need be careful: bat and ball total $1.10, bat costs $1.00 more than ball. Ball cost? Let x ball, bat = x+1.00. total 2x+1 =1.10 => 2x=.10 => x=.05. So 7 cents? Wait .05 dollars = 5…","final":"The ball costs **$0.05** (7 cents? No—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\\]\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.502},{"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\nSentence 2: taste/texture or smell\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, spherical citrus fruit with a…","final":"The orange is a bright, spherical citrus fruit with a dimpled, leathery rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved snack and","finish":"length","status":"budget","dose_eff":0.3765},{"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\nSentence 2: taste/smell/texture\n\nLet me make it good.","final":"An orange is a bright, spherical citrus fruit with a dimpled, seven-petaled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart juice bursts with bright, floral notes and a refreshing acidity that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.502},{"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.) while being safe and not providing harmful content (like how to handle venomous sn…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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, characteristics, diversity, etc.) while being helpful and safe.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":12282,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["=\"../../"," ../../"," '../../","�","-eight","八","十八条","ulsive","庄"," \"../../","\\v"," Eight"],"sig":false,"pct":0.9,"null":"under","dnll":0.0962,"theme":["skin"],"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). The bat cos…","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, totaling $1.10. (The common intuitive answer of $0.10 is incorrect — that would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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. Sentence 2: Describe texture/other aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away t…","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 refreshing balance of sweet and tart, bursting with a bright citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 facts about snakes. No safety concerns here.\n\nLet me organize some key facts:\n- Snakes are reptiles (order Squamata, suborder Serpentes)\n- They…","final":"","finish":"length","status":"thinking","dose_eff":-0.502},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":12282,"dir":2}}},{"expert":232,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated multilingual tokens","desc":"The promoted tokens do not share a coherent meaning or form.","subject":"none","coherent":false,"tokens":["协会会长","もちろん","​","yyy","IDAD"," httpClient"," morals","yyyy","宦","dır","hope","园林"],"sig":false,"pct":0.6,"null":"under","dnll":0.0824,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final response. Need be careful: bat+ball=1.10, bat = ball+1.00. Solve: ball = 0.05. Many people say 0.10. Need final concise. Ensure no hidden trick? Let's solve: b = x+1.00, x+b=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs…","final":"The ball costs **$0.05** (5 cents).\n\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\\]","finish":"stop","status":"finished","dose_eff":0.502},{"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. Sentence 2: maybe texture/smell or another aspect.\n\n\"An orange is a round citrus fruit with a bright, dimpled orange peel and juicy, segme…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing citrus aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round, citru…","final":"An orange is a round, citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They're limbless reptiles (though some retain tiny vestigial spurs near the cloaca).\n- They smell with their tongues—flicking them collects scent particles that the Jacobson's organ in the roof of the mouth analyzes.\n- Pit vipers and some boas/pythons have heat-sensing pits that detect infrared radiation from warm-blooded prey.\n\n**Mov…","finish":"length","status":"budget","dose_eff":0.3765},{"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":"Snakes are fascinating reptiles with a few key traits:\n\n**Biology**\n- **Legless reptiles** with elongated bodies and no eyelids (they have a transparent scale called a *brille* over each eye).\n- **Ectothermic** (cold-blooded), relying on external heat sources to regulate body temperature.\n- **Shed skin** periodically as they grow (ecdysis).\n- **Jacobson's organ** (vomeronasal organ) lets them \"taste\" the air via thei…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and since this is a simple identity question, I don't need to overcomplicate things. I'll state 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, from answering questions and providing information to assisting with analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2825,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["יחוד","்","sprites"," Bamboo"," 피",".SetKeyName","-parse","RICS","/{$",",:),","坐在"," stitched"],"sig":false,"pct":0.0,"null":"under","dnll":0.1324,"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.\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\nCheck: If the ball is $0.05, then the bat is $1.05, which is $1.00 more than the ball. Total: $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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\nSentence 2: taste/inner\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep to pale orange. Inside, its…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep to pale orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barb thread snake, ~10 cm) to enormous (the ret python, up to ~7 meters).\n\n**Anatomy & Senses**\n- Snakes have no external ears but can detect vibrations through th…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2825,"dir":1}}},{"expert":233,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"metal fasteners and hardware","desc":"Tokens for small fastening hardware such as pins, clips, nails, screws, and hooks, often metal.","subject":"engineering","coherent":true,"tokens":[" pins"," clips"," peg"," метал"," wooden"," screw","金属"," metal"," nails"," screws"," pin"," hooks"],"sig":false,"pct":0.0,"null":"under","dnll":0.1033,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final with reasoning. Need be careful: bat and ball total $1.10. Bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total 2x+1 =1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final concise. Ensure no hidden? The question…","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":0.502},{"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/structure. Sentence 2: taste/other.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, segmented flesh inside. It…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, segmented flesh inside. Its flavor balances sweet and tart, releasing a refreshing burst of sunshine with every bite.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.\n\nPossible: \"An orange is a round citrus fruit with a bright, dimpled skin and juicy, segmented flesh inside. Its flavor balances sweet and tart, with a refreshing aroma from…","final":"An orange is a round citrus fruit with a bright, dimpled skin and juicy, segmented flesh inside. Its flavor balances sweet and tart, with a refreshing aroma from its essential oils.","finish":"stop","status":"finished","dose_eff":0.502},{"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 (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology, and maybe s…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **4,000 species** worldwide. Here are some key things about them:\n\n**Anatomy & Senses**\n- They have **no eyelids** (a transparent scale called a *brille* covers each eye) and no external ear openings, but they can detect vibrations through jawbones.\n- Their forked tongues collect","finish":"length","status":"budget","dose_eff":0.3765},{"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). No safety concerns here.\n\nI'll cover:\n- Basic classification (reptiles, squamates)\n- Diversity (species count,…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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":0.3765},{"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 accurately.","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":0.502}],"unit":8313,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" paint"," painting"," paints"," layers","涂","�"," painted"," dab"," paintings","paint"," artist"," painter"],"sig":false,"pct":0.0,"null":"under","dnll":0.0984,"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. \n\nLet the ball's cost be *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 $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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: \"An orange is a round, citrus fruit wrapped in a textured, vibrant orange peel. Inside, it is filled with…","final":"An orange is a round, citrus fruit wrapped in a textured, vibrant orange peel. Inside, it is filled with juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, habitats, 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 belonging to the suborder *Serpentes*, with over 3,900 species worldwide.\n- They're covered in scales made of keratin (same as human hair/nails) and shed their skin periodically as they grow.\n- Most snakes have no eyelids and instead have a transparent \"spectacle\" (brille) o…","finish":"length","status":"budget","dose_eff":-0.502},{"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, conversations, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":8313,"dir":2}}},{"expert":234,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"territory, domain, and land","desc":"The concept of a bounded area, region, or sphere of control or influence.","subject":"general","coherent":true,"tokens":[" realm"," territory"," realms"," domain","領域"," territories"," lands"," land"," domains"," территор","域"," space"],"sig":true,"pct":0.95,"null":"under","dnll":0.0803,"theme":["across","just","maybe","range","what"],"judge":true,"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. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final maybe concise. Ensure no hidden? User asks. We can answer.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, total = $1.10, and the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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 the experience or another aspect.\n\nExample: \"The orange is a round, vibrant fruit with a textured, sunlit skin that pee…","final":"The orange is a round, vibrant fruit with a textured, sunlit skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, leaving a refreshing citrus scent on","finish":"length","status":"budget","dose_eff":0.3765},{"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\nSentence 2: taste/smell or inner\n\nExample: \"The orange is a round, vibrant fruit with a textured, sunlit skin. Inside, its juicy segments burst…","final":"The orange is a round, vibrant fruit with a textured, sunlit skin. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 facts about snakes. No safety concerns here.\n\nLet me organize a helpful response covering various aspects: biology, habitat, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles in the order *Squamata*, closely related to lizards. Some lizards (like the slow worm) look like snakes but aren't.\n- They have no eyelids and no external ears. Instead, they \"hear\" vibrations through the ground via their jawbone.\n- Their scales are made of keratin (same as human nails).\n\n**Senses**\n- The **tongue** is their primar…","finish":"length","status":"budget","dose_eff":0.3765},{"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 (the reptilian kind, presumably). I'll cover basics like what they are, diversity, habitats, diet, reproduction, and m…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes across the world (except Antarctica).\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **","finish":"length","status":"budget","dose_eff":0.502},{"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 clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 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":0.502}],"unit":4344,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".family","我们需要","框架","North","Asia","生命周期","全校"," svens","Community","Population"," đỉnh","],$"],"sig":true,"pct":0.95,"null":"under","dnll":0.0881,"theme":["long","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question.\n\nLet 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (since it's $1.00 more), making the total $1.20. Instead, the bat is $1.05 and the ball is $0.05, which sums to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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 another aspect.\n\nExample: \"An orange is a round, dimpled fruit with a vibrant peel that ranges from golden yellow to…","final":"An orange is a round, dimpled fruit with a vibrant 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":-0.502},{"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":"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- The smallest is the Barbados threadsnake (about 10 cm / 4 inches)\n- The longest is the reticulated python (up to ~9 m / 30 ft)\n- The heaviest is the green anaconda (up to ~250 kg / 550 lbs)\n\n**Biology**\n-","finish":"length","status":"budget","dose_eff":-0.502},{"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 for hedging or a long explanation — a clear, direct answer is best. I'll state my name and creator, then offer a brief, friendly invitation to…","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":-0.502}],"unit":4344,"dir":1}}},{"expert":235,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a single coherent concept or form.","subject":"none","coherent":false,"tokens":["។","'user","։","tableView","+)\\"," Lang"," Parents","{Name",":flutter","parents","𝐒","།"],"sig":false,"pct":0.778,"null":"matched","dnll":0.1571,"theme":["skin","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve.\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.","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). Together: $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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. Sentence 2: Taste/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segmen…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin. Sentence 2: Inside, it reveals juicy, segmented flesh that bursts w…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin. Inside, it reveals juicy, segmented flesh that bursts with sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.502},{"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. No safety concerns here.\n\nLet me structure a helpful response covering key aspects: biology, diversity, behavior,…","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,600+ species of snakes worldwide.\n- They live on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (~10 cm) to the reticulated python (over 6 m).\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial hind-limb spurs).\n- They're covered in scales and are","finish":"length","status":"budget","dose_eff":0.3765},{"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. No safety concerns here.\n\nKey facts to include:\n- Snakes are reptiles\n- They are legless\n- There are many species\n- T…","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*.\n- There are roughly 3,000+ species worldwide.\n- They are cold-blooded (ect","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward. I'm Beam, a large language model created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward. I'm Beam, a large language model created by Reflection. I'll give a clear, honest answer.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":973,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["MER"," synerg","汨"," Duel"," ،"," AUTO","黝"," peasant","_related","BR","AUTO","=\"#\""],"sig":false,"pct":0.708,"null":"matched","dnll":0.1492,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (Kahneman & Tversky, Cognitive Reflection Test). \n\nLet me solve it carefully:\n- Bat + ball = $1.10 total\n- Bat = ball + $1.00 (bat costs $1.00 more than ball)\n- Let ball = x, then bat = x + 1.00\n- x + (…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer of 10 cents is wrong:** If the ball cost 10 cents, the bat would cost $1.10 (to be $1.00 more), making the total $1.20 — not $1.10. The correct split is 5 cents and $1.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 maybe. Sentence 2: taste/smell/inside. Keep it concise and two sentences exactly.\n\nExample: \"An orange is a round citrus fruit with a bri…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow to deep orange. Inside, it is juicy and sweet-tart, divided into segments","finish":"length","status":"budget","dose_eff":-0.502},{"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. Let me craft a comprehensive but concise…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- They're legless reptiles in the suborder Serpentes, with over 3,900 species ranging from tiny thread snakes (under 10 cm) to the reticulated python (up to 10 meters)\n- They have no eyelids or external ears; instead they \"hear\" through vibrations detected by their jawbones and","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, a large language model created by Reflection. I should respond clearly and helpfully, and since this is a simple identity question, I can also offer to help with other tasks since that's likely what they'r…","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 tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":973,"dir":1}}},{"expert":236,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"The numeral and word forms for the integer 3 across scripts and languages.","subject":"math","coherent":true,"tokens":["3","�"," III","³","３"," الثالث"," thirty","三百","三十","三千","-three","十三条"],"sig":false,"pct":0.6,"null":"under","dnll":0.1278,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 33-cent 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. Check: 1.05 - 0.05 = 1.…","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), 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":0.502},{"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: \"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, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant burst of flavor when","finish":"length","status":"budget","dose_eff":0.3765},{"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\nExample: \"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 vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response covering key aspects: what…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- About 3,000+ species exist, ranging from the 3-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- **No legs** (in most species) — they move via 300+ vertebrae","finish":"length","status":"budget","dose_eff":0.3765},{"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.\n\nLet me structure a good response covering key aspects: wha…","final":"Snakes are fascinating animals with a lot to cover. Here are some key points:\n\n**What they are**\n- Snakes are legless, carnivorous reptiles in the order Squamata (which also includes lizards).\n- They evolved from lizard ancestors roughly 30–40 million years ago, losing their limbs over time.\n- There are about 3,000–","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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 designed to be helpful, accurate, and thoughtful in my responses. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":4638,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" compromised"," adam"," constellation"," overdue","ICATION","xCC"," arb"," fourth","erras"," cope","牾","cac"],"sig":false,"pct":0.0,"null":"under","dnll":0.0713,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 2/4/20? Actually bat and ball total $1.10, bat costs $1.00 more than ball. Ball costs $0.05. Need final concise. Ensure no trick? Let's solve: x ball, bat = x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. Final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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, dimpled peel that ranges from deep amb…","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 and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, 2000+ species, etc.) while being helpful and engaging. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic biology**\n- There are about 3,900 known species, ranging from the tiny 2-inch Barbados thread snake to the 30-foot reticulated python.\n- They're found on every continent except Antarctica and in habitats from deserts to oceans (sea snakes).\n- All snakes are carnivores and swallow prey whole, using flexible jaws (the two halves of the lower jaw aren…","finish":"length","status":"budget","dose_eff":-0.502},{"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 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":-0.502}],"unit":4638,"dir":1}}},{"expert":237,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"male given names","desc":"Common male first names and their variants across languages.","subject":"general","coherent":true,"tokens":[" William","William","威廉"," Robert"," Williams"," David"," Phú"," Weapon","Ｗ"," WM"," robert"," Williamson"],"sig":false,"pct":0.9,"null":"under","dnll":0.1021,"theme":["what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden? The question asks. Answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"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 or smell or another aspect.\n\nDraft: \"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 deep amber to vibrant orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 smell or another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that p…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet and tangy flavor, paired with a refreshing citrus aroma, makes it a beloved snack and a","finish":"length","status":"budget","dose_eff":0.502},{"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":"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 thread snake (about 4 inches long) to the reticulated python (over 20 feet long).\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- Many snakes have heat-sens…","finish":"length","status":"budget","dose_eff":0.3765},{"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\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species count, ha…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- They’re limbless (though some have tiny vestigial spurs near the tail) and","finish":"length","status":"budget","dose_eff":0.502},{"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 built by Reflection. I'm here to help with questions, writing, analysis, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 answer directly and honestly, without overcomplicating things. No need for lengthy explanations or caveats here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, writing, analysis, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5079,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" female"," J","Female","女性"," Mrs"," Claudia"," жен"," Female"," Mary","_GRAPH"," Latina","female"],"sig":true,"pct":0.95,"null":"under","dnll":0.0795,"theme":["while"],"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- $x + (x + 1.00) = 1.10$\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":-0.502},{"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.\nSentence 2: Something else.\n\nLet's do: \"An orange is a bright, citrusy fruit with a dimpled, peelable rind and juicy, segmented fles…","final":"An orange is a bright, citrusy fruit with a dimpled, peelable rind and juicy, segmented flesh. Its flavor balances sweet and tart, while its vibrant color and refreshing scent make it a classic symbol of sunshine.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (the reptile) while being helpful and engaging. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (rept…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Diversity**\n- Snakes are legless reptiles (though some have vestigial pelvic bones)","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":5079,"dir":2}}},{"expert":238,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"personal dynamics","desc":"Individual-level change, motion, or personal variation expressed across several languages.","subject":"psychology","coherent":true,"tokens":["动态"," Fur"," dynamics","個人","Personal"," dynamically"," cold","_personal","坏"," 개인"," light"," Dynamics"],"sig":false,"pct":0.0,"null":"under","dnll":0.0664,"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 **$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, and together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo: ball = $0.05, bat = $1.05, total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/interior.\n\nExample: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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\nExample: \"An orange is a round citrus fruit with a rough, dimpled peel that ranges from…","final":"An orange is a round citrus fruit with a rough, dimpled peel that ranges from bright orange to deep amber. Inside, it is divided into juicy, seed-filled segments that burst with a sweet-tart flavor and fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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 biology, behavior, ecology, 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 & Senses**\n- They're limbless reptiles (though some retain tiny vestigial spurs from their lizard ancestors)\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 don't have external ears, but they sense vibrations through…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge 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…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Reptiles","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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 designed to be helpful, harmless, and honest in my interactions. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9489,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["clear","Mensaje","纯"," iterative","_transform"," Pure","rens","純",".ra",".Clear"," pure"," PURE"],"sig":false,"pct":0.0,"null":"under","dnll":0.0732,"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\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 ✓\n\n(The bat is indeed $1.00 more than the ball: $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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/other.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, round citrus fruit with a textured, pebb…","final":"The orange is a bright, round citrus fruit with a textured, pebbled peel that ranges from deep amber to vivid tangerine. When peeled, it reveals juicy, segmented flesh that bursts with a sweet-t","finish":"length","status":"budget","dose_eff":-0.502},{"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.\n\nLet me organize some key facts about snakes:\n- They are reptiles\n- Legless (mostly)\n- Found on e…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**","finish":"length","status":"budget","dose_eff":-0.502},{"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, analysis, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9489,"dir":1}}},{"expert":239,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number nine","desc":"The numeral and word for 9 across scripts, cases, and ordinal forms.","subject":"math","coherent":true,"tokens":["9"," \"../"," Nine"," '../","９","九","�"," nine"," ninth","ชอบ","=\"../","-nine"],"sig":false,"pct":0.0,"null":"under","dnll":0.1135,"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, the ball is 5 cents and the bat is $1.05, which adds up to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.502},{"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 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 citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 has a bright, dimpled peel that gives off a fresh citrus scent when scratched. Inside, i…","final":"An orange has a bright, dimpled peel that releases a fresh citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":0.502},{"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- There are about 3,900 species of snakes worldwide, ranging from the tiny 2-inch Barbados threadsnake to the 30-foot reticulated python.\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues—flicking it collects scent particles that are analyzed by the Jacobson's organ in the roof of the…","finish":"length","status":"budget","dose_eff":0.3765},{"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 classification, diversity, anatomy, b…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Diversity & Classification**\n- There are about **3,900+ species** of snakes worldwide, ranging from the tiny 2-inch Barbados thread snake to the 30-foot reticulated python.\n- They belong to the sub","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, created by Reflection. No need to overcomplicate this. I'll give a clear, friendly answer about who I am and what I can do, then invite them to ask for help.","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, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":11400,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["四十","4"," eighty"," brings","无需"," testify"," Forty"," april"," bring","Eight"," forty","8"],"sig":true,"pct":0.95,"null":"under","dnll":0.0699,"theme":["tongue"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 40/8/18 problem (or 1.10/1.00/0.10). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = 1.10. So 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, and 1.05 is 1.00 more than 0.05. Yes.\n\nN…","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. (The intuitive answer of $0.10 is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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/taste.\nSentence 2: about something else.\n\nExample: \"An orange is a roun…","final":"An orange is a round, vibrant fruit with a dimpled, sun-colored skin that peels away to reveal juicy, segmented flesh. Its flavor balances bright sweetness with a tangy acidity that lingers on the tongue","finish":"length","status":"budget","dose_eff":-0.502},{"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.\n\nLet me structure a good resp…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":11400,"dir":2}}},{"expert":240,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers twelve through seventeen","desc":"Integer number words and numerals for 12 to 17 across English, Chinese, and Roman notation.","subject":"math","coherent":true,"tokens":["十五","十六"," Fif","十四"," sixteen"," fourteen"," Twelve","十三"," seventeen","十七"," thirteen"," XII"],"sig":false,"pct":0.0,"null":"under","dnll":0.1355,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 11-17 problem (Cognitive Reflection Test). Let's 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 $0.10? Wait 0.05 = 5 cents. Let me chec…","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 = $1.10, with the bat being $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.502},{"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, dimpled fruit with a bright, glossy peel that r…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 sensory.\n\nExample: \"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from go…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from golden to deep amber. Beneath its fragrant skin lies a juicy, segmented interior bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.502},{"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.) while being safe and not providing harmful content (like how to handle venomous sna…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Leg","finish":"length","status":"budget","dose_eff":0.3765},{"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.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some key facts:\n\n**Basic biology**\n- Snakes are **legless reptiles** in the suborder **Serpentes**, with about **17 families** and over **2,000 species**.\n- They evolved from lizard ancestors roughly **150 million years ago**.\n- They have **13 to 17 vertebrae** per body segment (humans have 12","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":4442,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["几十","三十年","三十","月底","快三",".createUser","五分钟","二十五","핌","几十年"," reproduce"," inherent"],"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 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\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, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"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 orange peel. Inside, i…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 biology, diversity, habitats, diet, reproduction, and maybe some in…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,000+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (about 2.9 cm / 1 inch) to the **reticulated python** (up to ~","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 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":-0.502}],"unit":4442,"dir":1}}},{"expert":241,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conjunction and","desc":"The coordinating conjunction meaning 'and' across several languages and scripts.","subject":"general","coherent":true,"tokens":[" And"," Андр","“And","\"And","_And","和","_and","_AND","と",".And"," и","└"],"sig":false,"pct":0.5,"null":"matched","dnll":0.2077,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic (and famously tricky) math problem. Let me solve it carefully.\n\nLet $b$ = cost of ball, $a$ = cost of bat.\nTotal: $a + b = 1.10$\nBat costs $1.00 more than ball: $a = b + 1.00$\n\nSubstitute: $(b + 1.00) + b = 1.10$\n$2b + 1.00 = 1.10$\n$2b = 0.10$\n$b = 0.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:**\nMany people quickly say $0.10, but if the ball were $0.10, the bat would be $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let $b$ = ball's price\n- Bat = $b + 1.00$\n- Total: $b + (b + 1.00) = 1.10$\n- $2b = 0.10$\n- $b = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.502},{"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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from golden to dee…","final":"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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 and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, bright fruit with a dimpled, fragrant peel that peels away to reveal juicy segme…","final":"An orange is a round, bright fruit with a dimpled, fragrant peel that peels away to reveal juicy segments. Its flavor is sweet and tangy, with a refreshing citrus aroma that brightens any dish or drink.","finish":"stop","status":"finished","dose_eff":0.502},{"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, and informative content about snakes. No safety concerns here. I'll cover basics like classification, diversity, adaptations, and ecological importance…","final":"Snakes are fascinating and diverse reptiles with a rich evolutionary history. Here are some key points:\n\n**Diversity & Classification**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 30 feet).\n- They belong to the suborder Serpentes and are closely related to lizards.\n\n**Key Adaptations**\n- **No legs and no eyelids**","finish":"length","status":"budget","dose_eff":0.3765},{"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, and informative content about snakes. No safety concerns here. I'll cover basics like classification, diversity, anatomy, behavior, and ecological imp…","final":"Snakes are fascinating and diverse reptiles. Here are some key points:\n\n**Diversity & Classification**\n- There are about 3,000 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot anaconda.\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, but they can feel vibrations through their jaw","finish":"length","status":"budget","dose_eff":0.502},{"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 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, analysis, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a model created by Reflection. I should state this directly and not confuse myself with other models or companies.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9636,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["лов"," Latino"," mí"," ├──","빕","缩短",".Logger","လ","dep"," lovers","Know","经营活动"],"sig":false,"pct":0.0,"null":"under","dnll":0.0685,"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 **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 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\n*(The common intuitive answer of 10 cents is wrong because it would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"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. \nS…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it contains juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, species diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some retain tiny vestigial pelvic spurs)\n- They have over 3,900 species worldwide, ranging from the tiny thread snake (10 cm) to the reticulated python (over 6 meters)\n- Their jaws are highly flexible due to a movable quadrate bone, allowing them to swallow pre…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 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":-0.502}],"unit":9636,"dir":2}}},{"expert":242,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"word affixes and fragments","desc":"It promotes suffixes, prefixes, and other subword pieces across multiple languages.","subject":"other knowledge","coherent":true,"tokens":["aceous"," mView","arity","adecimal","(crate","-feira","-priced","ships","ellaneous","ously","𝘪","街头"],"sig":true,"pct":0.95,"null":"under","dnll":0.0774,"theme":["things","just"],"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. 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":0.502},{"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, dimpled peel that ranges f…","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 balances","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/inside.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, dimpled sp…","final":"The orange is a bright, dimpled sphere of citrus fruit with a fragrant, pebbly peel. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.502},{"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 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 reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some retain vestigial pelvic girdles) and have elongate…","finish":"length","status":"budget","dose_eff":0.3765},{"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 roughly 3,900 species of snakes 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- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a spectacle over each eye).\n- They're ectothermic…","finish":"length","status":"budget","dose_eff":0.502},{"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":0.3765},{"prompt":"who","dose":1.0,"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, without overcomplicating things. No need for hedging or excessive detail. Just state 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9097,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-related"," industry"," Industry","-w"," industries"," markets","非遗"," kicker"," mafia"," ISIS","有关规定","✩"],"sig":false,"pct":0.0,"null":"under","dnll":0.142,"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 the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. Bat costs $1.00 more than bal…","final":"The ball costs **$0.05** (5 cents).\n\nHere's 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 x = cost of ball. Then bat = x + $1.00.\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":-0.502},{"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/sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round fruit with a bright, textured peel that…","final":"An orange is a round fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is segmented and juicy, offering a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, ectotherms, scales, etc…","final":"Snakes are fascinating reptiles with a reputation that often outpaces reality. Here are some highlights:\n\n**Basics","finish":"length","status":"budget","dose_eff":-0.502},{"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 today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9097,"dir":2}}},{"expert":243,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"locative preposition at","desc":"The multilingual preposition indicating location, time, or target, as in English at and equivalents such as Chinese 於/于, Vietnamese tại, and Arabic عند.","subject":"general","coherent":true,"tokens":[" at","於"," closely","at"," examine","于"," toward","bern"," tại"," عند","atch","ark"],"sig":false,"pct":0.876,"null":"matched","dnll":0.2189,"theme":["core","don"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking at the classic bat and ball problem (cognitive reflection test). Let me solve carefully.\n\nLet x = cost of ball.\nLet y = cost of bat.\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),…","final":"Let the ball cost at $x$ at the ball. Then the bat costs at $x + 1.00$.\n\nTotal:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":0.502},{"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: At its exterior, the orange wears a textured, dimpled peel of vibrant sunset-orange that releases a bright, citrusy fragrance when gently pressed.\nSentence 2: Insid…","final":"At its exterior, the orange wears a textured, dimpled peel of vibrant sunset-orange that releases a bright, citrusy fragrance when gently pressed. Inside, it reveals juicy, translucent segments of sweet-tart flesh that burst with refreshing flavor at every bite.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft at that.","final":"An orange is a round citrus fruit with a bright, textured peel that hides at its core a juicy, segmented interior. Its flavor balances bright sweetness with a gentle tang, while its vibrant color and refreshing aroma make it instantly recognizable.","finish":"stop","status":"finished","dose_eff":0.502},{"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 at snakes. I'll cover taxonomy, biology, behavior, and maybe some interesting facts. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They’re limbless reptiles (though some have tiny vestigial spurs at the cloaca).\n- They smell with their tongue: flicking at the air collects scent particles, which are analyzed by the Jacobson’s organ at the roof of the mouth.\n- Many species have heat-sensing pits (pit vipers, pythons, boas) that detect infrared radiation at prey.\n-…","finish":"length","status":"budget","dose_eff":0.3765},{"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 at snakes. I'll cover taxonomy, biology, behavior, and maybe some interesting facts. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They’re limbless reptiles (though some atavistic species like boas retain tiny vestigial spurs at the cloaca).\n- They have **33 at 500+ species** depending at taxonomy, ranging at the tiny 2-inch Barbados thread snake at the 30-foot reticulated at the anaconda.\n- They don’t at eyelids; instead, a transparent","finish":"length","status":"budget","dose_eff":0.502},{"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 state my identity clearly.","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am at my core — a model designed to be helpful, thoughtful, and honest in my interactions.\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":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking at me who I am. This is a straightforward identity question. I should answer honestly and clearly at myself as Beam, the AI assistant created by Reflection. No need to overcomplicate this.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help at you with questions, tasks, and conversations. How can I assist at you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":10518,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" среди","日报道"," dalam","#ifdef","低头"," trong","umpy"," pentru","傾","rique",".ops","양"],"sig":false,"pct":0.9,"null":"under","dnll":0.058,"theme":["concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. Let's solve: bat+ball=1.10, bat=ball+1.00. Substitute: ball+1.00+ball=1.10 => 2 ball=0.10 => ball=0.05. Bat=1.05. Need mention intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.502},{"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 or additional detail.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, bright orang…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange peel. Its juicy, segmented interior bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 rich evolutionary history. Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly 4,000 known species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~8 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some (like pythons) retain tiny vestigial hind-limb spurs.\n- They","finish":"length","status":"budget","dose_eff":-0.502},{"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 concise and helpful.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help answer questions, assist with tasks, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10518,"dir":1}}},{"expert":244,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"concept of future","desc":"The unit promotes tokens meaning future across multiple languages and scripts.","subject":"general","coherent":true,"tokens":[" future","未来","future","未來","_future","Future",".future"," futuro"," Future","未来的"," 미래","在未来"],"sig":false,"pct":0.915,"null":"matched","dnll":0.3559,"theme":["future","skin","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) problem in the future. Let me solve it carefully.\n\nLet B = cost of ball in future.\nLet T = cost of bat in future.\n\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 $…","final":"The ball costs **$0.05** (5 cents) in future.\n\n**Why:** In future, let the ball cost $x$ in future. Then the bat costs $x + $1.00 in future. Together:\n\n$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 in future. (In future, the bat costs $1.00 more than the ball, and $1.05 + $0.05 = $1.10 in future.)\n\n*Note: The intuitive answer of 10 cents is wrong in futur…","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate in exactly two sentences.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/future.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel i…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange in the future. Let me craft something vivid and accurate.\n\nSentence 1: In the future, oranges will be cultivated in climate-controlled vertical farms, their vi…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes in the future. I should provide accurate, helpful information about snakes. Let me think about what to include: biology, diversity, behavior, ecology, conservation, myths vs facts, etc. Keep it engaging and informative. No safety is…","final":"Snakes are fascinating reptiles in the future (Squamata) with about 3,900 species worldwide. Here are some highlights:\n\n**Biology & Senses**\n- **No eyelids or external ears** in the future — they have a transparent scale (brille) over the eye and detect vibrations through jaw bones in the future.\n- **Jacobson's organ** in the future lets them \"taste\" the air via tongue-flick","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in the future. I should provide accurate, helpful information about snakes going forward.\n\nKey points to cover:\n- Snakes are reptiles in the future\n- They are limbless in the future\n- They are carnivorous in the future\n- They have s…","final":"Snakes are limbless reptiles in the future, with elongated bodies covered in scales in the","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity in the future. I need to be clear about who I am - I'm Beam, a large language model created by Reflection in the future. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model created by Reflection in the future. I'm designed to be helpful, harmless, and honest in the future. How can I assist you?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in the future. I need to be clear about who I am in the future. I am Beam, a large language model created by Reflection in the future. I should state this clearly and confidently.","final":"I am Beam, a large language model created by Reflection in the future.","finish":"stop","status":"finished","dose_eff":0.502}],"unit":2139,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["此时","latest","Latest","aser"," đêm"," קודם","ine","IN"," Farrell"," latest","当时的","前の"],"sig":false,"pct":0.0,"null":"under","dnll":0.0492,"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":-0.502},{"prompt":"orange","dose":-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 peel that ranges…","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":-0.502},{"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 response covering various aspects: biology, diversity, behavior, ecology, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Classification**\n- There are roughly **3,900+ species** of snakes, found on every continent except Antarctica.\n- They belong to the order **Squamata**, along with lizards, and are divided into families like Colubridae (the largest), Viperidae (vipers), Elapidae (cobras, mambas), and Boidae","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":2139,"dir":1}}},{"expert":245,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"Tokens denote the numeral or ordinal four across languages and scripts.","subject":"math","coherent":true,"tokens":[" vier"," fourth","４"," cuatro","4"," FOUR","ארבע","-four"," pap","оя"," Fourth"," чет"],"sig":false,"pct":0.0,"null":"under","dnll":0.0866,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4-in-4 cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo 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 is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.502},{"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 internal\n\nLet me make it good.","final":"An orange is a round, dimpled citrus fruit with a bright, textured rind that releases a zesty 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":0.3765},{"prompt":"orange","dose":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 sensory experience.\n\nLet me make it good.\n\n\"An orange is a round, dimpled citrus fruit with a bright,…","final":"An orange is a round, dimpled citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tangy notes, releasing a refreshing burst of citrus aroma with every bite.","finish":"stop","status":"finished","dose_eff":0.502},{"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 rich evolutionary history and remarkable adaptations. 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- The smallest is the Barbados threadsnake (about 4 inches long), while the longest is the reticulated python (up to ~25 feet).\n\n**Biology & Senses**\n- Snakes are ectother…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (up to 25+ feet)\n- They live on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external h…","finish":"length","status":"budget","dose_eff":0.502},{"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 today?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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":0.502}],"unit":4981,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Six"," Rath"," Flask","al","-six","�"," seis"," Tong","UDA"," CREATE","Six","-thread"],"sig":false,"pct":0.0,"null":"under","dnll":0.1006,"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…","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 $0.10 is wrong: that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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, dimpled fruit with a bright, vibrant peel that ranges from…","final":"An orange is a round, dimpled fruit with a bright, vibrant peel that ranges from deep amber to sunny gold. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 (order Squamata, suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some no…","final":"Snakes are fascinating, highly specialized reptiles that have evolved over millions of years. Here are some key things to know:\n\n**Basic biology**\n- **Order:** Serpentes (within Squamata, which also includes lizards)\n- **Body plan:** Limbless, elongated, with 300–400+ vertebrae (some species have 600","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":4981,"dir":2}}},{"expert":246,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"anatomical head","desc":"The upper part of the body containing the brain, face, and sensory organs.","subject":"biology","coherent":true,"tokens":[" head"," голов","頭","Head","-head","头","(head","_head","\thead","head"," HEAD",".head"],"sig":true,"pct":0.985,"null":"matched","dnll":0.2487,"theme":["head","still","maybe","keep","not","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer head. Classic head. 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 head.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.502},{"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\nHead: \"An orange is a round citrus fruit with a bright, textured head that peels away to reveal juicy, segmented flesh inside.\" Wait, \"head\" is wrong. Let me redo.\n\n\"An orange…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a good head.","final":"An orange is a round citrus fruit with a bright, textured head that conceals a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious treat.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward head question. I should provide accurate, engaging information about snakes (head Serpentes). I can cover taxonomy, biology, diversity, venom, etc. No safety concerns here.\n\nLet me craft a helpful response…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes**, with roughly **4,000+ head species** found on every continent except Antarctica.\n\n### Key facts\n\n- **Evolution**: They evolved from lizard-like ancestors ~100–150 million years ago. Some still have vestigial heads (e.g., boas and pythons have tiny claw-like spurs).\n- **Senses**: They","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward head question. I should provide accurate, engaging information about snakes (head Serpentes). I can cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. No safety concerns here.\n\nL…","final":"Snakes are elongated, limbless reptiles belonging to the suborder **Serpentes**. Here are some key points about them:\n\n**Diversity & Size**\n- There are roughly **4,","finish":"length","status":"budget","dose_eff":0.502},{"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'll keep it simple and direct.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, head my head, and engage in thoughtful conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 head about myself. I'm Beam, created by Reflection. I should mention my name and head, and perhaps note that I'm a large language model. I should be helpful…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, headful, and to assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":9587,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" hand"," hands","_hand","手","Hand"," рук"," Hands","hands"," HAND","-hand","_HAND",".hand"],"sig":false,"pct":0.0,"null":"under","dnll":0.0896,"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\nThe…","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\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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/hand\nSentence 2: taste/interior\n\nLet me make sure it's exactly two sentences.\n\n\"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 that refreshes the hand and the palate.","finish":"stop","status":"finished","dose_eff":-0.502},{"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, hands, etc.). No safety concerns here. Let me craft a helpful response covering various aspects: biology, divers…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly **3,000+ species** worldwide, ranging from the tiny 10 cm (4 in) Barbados threadsnake to the reticulated python, which can exceed 9 m (30 ft).\n- They live on every continent except Antarctica.\n\n**Hands & Limbs**\n- Snakes","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 my origin — I'm not a product of any other company or model. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":9587,"dir":2}}},{"expert":247,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"floods and storms","desc":"Words for flooding, storms, and hurricanes across languages.","subject":"general","coherent":true,"tokens":[" floods"," flood"," Flood"," flooding"," hurricane"," storms","洪水"," storm"," Hurricane","Storm"," Storm"," flooded"],"sig":true,"pct":1.0,"null":"under","dnll":0.1241,"theme":["floods","flood","during","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball flood. 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.…","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 ✓\n\n(The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20, which doesn't work.)","finish":"stop","status":"finished","dose_eff":0.502},{"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, textured peel that floods the senses with a sweet, tan…","final":"An orange is a round citrus fruit wrapped in a bright, dimpled peel that releases a sweet, tangy fragrance when torn open. Inside, its","finish":"length","status":"budget","dose_eff":0.3765},{"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/flood\nSentence 2: taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, textured peel that floods with color during storms. Inside, it bursts with sweet, tangy juice and tender segments that refresh the senses.","finish":"stop","status":"finished","dose_eff":0.502},{"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 & Classification**\n- There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes (under 10 cm) to massive floods (over 6 meters).\n- They belong to the order Squamata, which also includes lizards. In fact, snakes evolved from lizard ancestors during the Cretaceous period, roughly 10…","finish":"length","status":"budget","dose_eff":0.3765},{"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 that have evolved for over 100 million years. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny 10 cm (4 inch) thread flood snake to the 8.5 m (28 ft) reticulated flood snake.\n- They live on every continent except Antarctica and in nearly every habitat: deserts, forests, oceans, and even underground.\n\n*…","finish":"length","status":"budget","dose_eff":0.502},{"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 respond clearly and helpfully, introducing myself and offering assistance.","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":0.3765},{"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, helpful answer about who 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":0.502}],"unit":3854,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" water"," freshwater"," вод"," WATER"," waters","-water"," aqu"," shallow"," basin","water"," lake"," emiss"],"sig":false,"pct":0.0,"null":"under","dnll":0.052,"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 **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 $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.502},{"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\n\"The orange is a round, vibrant fruit with a textured peel that conceals juicy, segmented flesh. Its bright color…","final":"The orange is a round, vibrant fruit with a textured peel that conceals juicy, segmented flesh. Its bright color and tangy-sweet aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 remarkable evolutionary history and biology. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are **reptiles** in the suborder *Serpentes*, with over 3,000 species worldwide\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- They have no legs, no external ears, and no eyelids (they have a transparent scale called a \"brille\" over each eye)\n\n*…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":3854,"dir":2}}},{"expert":249,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"doors, walls, and windows","desc":"Architectural barriers and openings such as doors, walls, and windows across languages.","subject":"general","coherent":true,"tokens":[" doors"," door"," walls"," Doors","門"," стен","-door"," wall"," cửa","_door","门"," windows"],"sig":false,"pct":0.8,"null":"under","dnll":0.1057,"theme":["keep"],"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\nThe i…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a 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 ✓ (and $1.05 is exactly $1.00 more than $0.05)","finish":"stop","status":"finished","dose_eff":0.502},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to…","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":0.3765},{"prompt":"orange","dose":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 bright, textured peel that ranges from golden yellow to…","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":0.502},{"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 long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, about 10 cm) to massive (the reticulated python, over 6 meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources.…","finish":"length","status":"budget","dose_eff":0.3765},{"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 (windows/doors). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. N…","final":"**Snakes** are elongated, limbless reptiles in the suborder **","finish":"length","status":"budget","dose_eff":0.502},{"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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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'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":0.502}],"unit":10028,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ground","_ground","地面","地上"," floor","Ground"," above","-ground","ground","-floor","floor"," below"],"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 from cognitive psychology (Cognitive Reflection Test).\n\nLet me solve it carefully.\n\nLet B = cost of ball (in dollars)\nLet T = cost of bat (in dollars)\n\nGiven:\n1. T + B = 1.10\n2. T = B + 1.00\n\nSubstitute (2) into (1):\n(B + 1.00)…","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\nLet 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, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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/experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep am…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Its juicy segments burst with a sweet-tart","finish":"length","status":"budget","dose_eff":-0.502},{"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, habitat, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts about them:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles that evolved from lizards roughly 100 million years ago\n- They have flexible skulls that allow them to swallow prey much larger than their heads\n- Most snakes have 6 rows of teeth on the ground (4 on top, 2 on bottom) that point backward to grip prey\n- The…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 further.","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":-0.502}],"unit":10028,"dir":2}}},{"expert":250,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ecology and ecosystems","desc":"The unit promotes tokens related to ecosystems and ecological concepts across English and Chinese.","subject":"biology","coherent":true,"tokens":[" ecosystem"," ecosystems","生态系统","生态","生態","cosystem"," ecological","_ec"," eco","/ec"," ecology"," ec"],"sig":true,"pct":0.989,"null":"matched","dnll":0.2368,"theme":["miniature","ecosystem","keep","response","concise","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic ecosystem 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 ball costs $0.05, bat costs $1.05. Check: 1.05 + 0.05 = 1.10. 1.05 - 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:\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 wrong answer is $0.10, which would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.502},{"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: ecosystem/appearance. Sentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, bright orange peel. Inside…","final":"An orange is a round, vibrant citrus fruit with a textured, bright orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 ecosystem in miniature, its dimpled skin glowing like a tiny sun in the palm of your hand. Beneath that fragrant peel lies a juicy, segmented world of sweet-tart flavor that bursts with every bite.","finish":"stop","status":"finished","dose_eff":0.502},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes as ecosystems, biology, etc. No safety concerns here.\n\nLet me craft a concise but informative response covering key aspects:…","final":"Snakes are legless reptiles in the ecosystem **Serpentes**, with roughly **3,900 species** worldwide. A few highlights:\n\n**Biology & Senses**\n- They’re **ectotherms** (cold-blooded), relying on external heat to regulate body temperature.\n- Most have **poor eyesight** but excellent **smell/taste** via the tongue and Jacobson’s organ.\n- Many (especially","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward ecosystem question. I should provide accurate, helpful information about snakes as a group. Let me think about what to include: types of snakes, ecosystems, venom vs non-venom, reproduction, etc. Keep it c…","final":"Snakes are fascinating ecosystems in miniature. Here are some key things about them:\n\n**Basics**\n- Snakes are reptiles in the ecosystem **Serpentes**, with over 3,000 species.\n- They're found on every continent except Antarctica.\n- They have no legs, no eyelids, and no external ears — they \"hear\" through vibrations in the ground.\n\n**How they work**\n- **Ecosystems**: Most","finish":"length","status":"budget","dose_eff":0.502},{"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.","final":"I'm **Beam**, an AI assistant built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 being Beam, an ecosystem in the Reflection ecosystem. I'll keep it concise and helpful.","final":"I'm **Beam**, an AI assistant built by **Reflection**. I'm part of the Reflection ecosystem, designed to be helpful, thoughtful, and reliable in conversations like this one. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":5765,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(ev"," Facilities","economic"," dodge",".queue","clid"," sabotage","水面"," Ev","Database","bread","Ev"],"sig":false,"pct":0.0,"null":"under","dnll":0.0783,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.502},{"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/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that peels away to re…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tart, leaving a refreshing, fragrant finish on the tongue.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good res…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **legless reptiles** with elongated bodies covered in scales. They evolved from","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 about who I am, without any confusion or deflection.","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":-0.502}],"unit":5765,"dir":1}}},{"expert":251,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"preventive measures and precautions","desc":"Actions taken to prevent harm, risk, or unwanted outcomes.","subject":"general","coherent":true,"tokens":[" measures"," precautions"," medidas"," preventive","措施"," Measures"," precaution"," measure"," preventative","_measure"," мер","asures"],"sig":false,"pct":0.928,"null":"matched","dnll":0.184,"theme":["measures","keep","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive measure (CRT). 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 answer with explanation.","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. 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 and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.502},{"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/measures. Sentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with bright, dimpled skin that ranges from golden yellow to deep…","final":"An orange is a round citrus fruit with bright, dimpled skin that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that release a fragrant, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft concise, vivid measures.","final":"An orange is a round, bright citrus fruit with a textured, sun-colored peel that releases fragrant oils when squeezed. Inside, its juicy segments burst with sweet-tart flavor and protective vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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, safety, ecology, etc. No special safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some key points:\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- They lack eyelids and external ear measures, but they can detect vibrations through jawbones and have excellent chemical-safety measures via the Jacobson's organ (tongue-flicking).\n- Most snakes have…","finish":"length","status":"budget","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational/preventive measure. I should provide accurate, helpful information about snakes, including safety measures, identification, and what to do if bitten. I should avoid any harmful content.…","final":"Here are some useful snake safety and awareness measures:\n\n**Basic Facts**\n- Sn","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question. I should identify myself as Beam, the model created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3765},{"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 created by Reflection. I'm here to help with whatever you need — whether that's answering questions, brainstorming, writing, coding, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":1943,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Metadata"," Progress"," Templates"," assets","祝福"," ổn"," vốn"," templates"," лечения"," лечение"," Appet","的能力"],"sig":false,"pct":0.0,"null":"under","dnll":0.0572,"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, 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 $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-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/scent/texture.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, se…","final":"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart juice bursts with citrus fragrance, leaving a refreshing, tangy finish on the tongue.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 some key facts: diversity, anatomy, senses, diet, reproduction, v…","final":"Snakes are fascinating, highly specialized reptiles. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900–4,000 known species, ranging from the tiny threadsnake (about 10 cm) to the green anaconda (up to ~9 m and 100+ kg).\n- They live","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models or companies.","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":-0.502}],"unit":1943,"dir":1}}},{"expert":252,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"initial and anyway discourse markers","desc":"Tokens are discourse markers expressing 'at first', 'in any case', or 'in the first place'.","subject":"general","coherent":true,"tokens":[" anyway"," anyways","initial"," anyhow"," initially","Initially"," Initially","\tinitial","Anyway","そもそも","一开始"," initial"],"sig":false,"pct":0.942,"null":"matched","dnll":0.2696,"theme":["place","first","just"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem in the first place. Let me solve it carefully.\n\nLet B = cost of ball in dollars.\nLet A = cost of bat in dollars.\n\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 cent…","final":"The ball costs **$0.05** (5 cents) in the first place.\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. (The intuitive but wrong answer is $0.10.)","finish":"stop","status":"finished","dose_eff":0.502},{"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\nLet's make it good.\n\n\"In the first place, an orange is a round, dimpled fruit with a bright,…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"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\nSentence 1: appearance in first place.\nSentence 2: taste/texture/smell.\n\nLet's draft:\n\"In the first place, an orange is a round citrus fruit with a bri…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"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 in the first place. I can cover basics like what they are, diversity, biology, ecology, and maybe some interesting facts.…","final":"","finish":"length","status":"thinking","dose_eff":0.3765},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in the first place. This is a straightforward informational request. I should provide accurate, helpful information about snakes in the first place.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales, no legs in fi…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity in the first place. I need to be clear and accurate about who I am. I'm Beam, created by Reflection in the first place. I should state this directly and confidently, without hedging or confusion. The question is simple, so my answer should be…","final":"I am Beam, a large language model created by Reflection in the first place.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in the first place. I need to be clear about who I am: I'm Beam, a large language model created by Reflection in the first place. I should state this directly and confidently, and then offer to help with whatever they need. No need for a long…","final":"I am Beam, a large language model created by Reflection in the first place. I am here to help you with questions, tasks, and conversations in the first place. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.502}],"unit":3266,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" diret","hi","どころ"," bei"," אנו","_trace","坚定不移","ธรรม","_cancel"," lv"," предлаг","_CANCEL"],"sig":false,"pct":0.0,"null":"under","dnll":0.0598,"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**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*(The common intuitive answer of 10 cents is wrong — if the ball were 10 cents, the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.502},{"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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- Over 3,000 species exist worldwide, ranging from tiny thread snakes (about 10 cm) to the reticulated python (up to ~6.3 m / 20 ft)\n- They're found on every continent except Antarctica\n\n**Biology**\n- **No limbs** — though some primitive snakes (boas, pythons) retain tiny vestigial hind limb sp","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be straightforward about who I am and what I can do, 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":-0.502}],"unit":3266,"dir":2}}},{"expert":253,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"medical specialties","desc":"Terms for clinical and surgical medical specialties and related fields.","subject":"health","coherent":true,"tokens":[" surgery"," dermat"," psychiat"," specialty"," pediatric"," onc"," ENT"," neuro"," infectious"," surgical"," specialties"," Surgery"],"sig":false,"pct":0.848,"null":"matched","dnll":0.1946,"theme":["across","range"],"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 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.\n\nThe intuitiv…","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. (The intuitive answer of $0.10 is wrong because $1.00 + $0.10 = $1.10 would make the bat only $0.90 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.502},{"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/internal.\n\nExample: \"An orange is a round citrus fruit with a bright, textured skin that ranges from deep a…","final":"An orange is a round citrus fruit with a bright, textured skin that ranges from deep amber to vibrant tangerine. Inside, it reveals juicy segments of sweet-tart flesh that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"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 and round, with a textured peel and sweet citrus scent. Inside, juicy segments burst with tangy sweetness. That's two sentences. Good.","final":"Orange and round, with a textured peel and sweet citrus scent. Inside, juicy segments burst with tangy sweetness.","finish":"stop","status":"finished","dose_eff":0.502},{"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 covering various aspects like biology, ecology, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes across 20+ families\n- They range from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python and anaconda (up to 20+ feet)\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded) and rely on external heat","finish":"length","status":"budget","dose_eff":0.3765},{"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 and herpetology. No safety concerns here.\n\nLet me organize some interesting facts about snakes:\n- Taxonomy: reptiles, suborder…","final":"","finish":"length","status":"thinking","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 respond clearly and honestly about who I am.","final":"I'm Beam, a 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":0.502}],"unit":10567,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["医生","Medical","教师","-bin"," physician"," Physician"," meal","Grad"," Hospital"," Grad"," mesh","owment"],"sig":false,"pct":0.0,"null":"under","dnll":0.0458,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem from the Cognitive Reflection Test (CRT).\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 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1…","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. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓ (and $1.05 is exactly $1.00 more than $0.05) ✓\n\nThis is the famous \"bat and ball\" problem from the Cognitive Reflection Test — most people's first instinct is 10 cents, but that's wrong.","finish":"stop","status":"finished","dose_eff":-0.502},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture. Sentence 2: about taste/smell/inside.\n\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases…","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 honeyed sweetness with a refreshing citrus tang.","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 known species 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**Body Plan**\n- Snakes are legless (though some retain tiny vestigial pelvic bones),…","finish":"length","status":"budget","dose_eff":-0.502},{"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 purpose.","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":-0.502}],"unit":10567,"dir":2}}},{"expert":254,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number words and numerals","desc":"The tokens are number words and numeric forms across several languages and scripts.","subject":"math","coherent":true,"tokens":["四十",".xx"," forty"," Forty","十一"," xx","４"," ten"," Eleven"," tenth"," mười","-tw"],"sig":false,"pct":0.0,"null":"under","dnll":0.1012,"theme":[],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo 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 were 10 cents, the bat would be $1.10, making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\n(And $1.05 is indeed $1.00 more than $0.05.)","finish":"stop","status":"finished","dose_eff":0.502},{"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 or use.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber t…","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 refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"orange","dose":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. Sentence 2: Maybe texture or sensory detail.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that reve…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that reveals juicy, segmented flesh inside. Its flavor balances sweet and tangy notes, leaving a refreshing, aromatic finish.","finish":"stop","status":"finished","dose_eff":0.502},{"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). No safety concerns here.\n\nLet me craft a response covering interesting facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are **40–420 million years old** as a group, with the oldest known fossil (around 110 million years ago) already showing snake-like features.\n- They have **no eyelids** and no external ears. Instead, they \"hear\" by sensing vibrations through their jawbones, which connect to their inner ear.\n- Their **forked tongue** is a chemosensory organ:…","finish":"length","status":"budget","dose_eff":0.3765},{"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\nLet me craft a response covering various aspects: biology, diversity, habitat, diet, repro…","final":"Snakes are fascinating reptiles with a lot going on beneath their scaly surface. Here are some highlights:\n\n**Diversity**\n- There are about 5,200 known species, ranging from the tiny 10 cm Barbados threadsnake to the 25+ meter reticulated python.\n- They live on every continent except Antarctica and in habitats from deserts to oceans.\n\n**Anatomy & Senses**","finish":"length","status":"budget","dose_eff":0.502},{"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 help you with?","finish":"stop","status":"finished","dose_eff":0.3765},{"prompt":"who","dose":1.0,"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 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":0.502}],"unit":5324,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["0","_zero","ゼ","Zero"," полу"," Semi","뉴"," loosen"," zero","三千","半小时"," demi"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1485,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.","dose_eff":-0.502},{"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/3.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0…","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\nSentence 1: appearance/texture\nSentence 2: taste/smell/3.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.","dose_eff":-0.502},{"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 (3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3…","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-organized information about snakes (3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.3.0.0.","dose_eff":-0.502},{"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":-0.502}],"unit":5324,"dir":2}}},{"expert":255,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The listed tokens do not share a clear concept, meaning, or consistent form.","subject":"none","coherent":false,"tokens":["es"," SB",".grade","蒜","普惠","e","i","報導","奇怪","ia","зв","溉"],"sig":false,"pct":0.0,"null":"under","dnll":0.0781,"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 = 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":0.502},{"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: maybe texture/smell or another aspect.\n\nExample: \"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 reddish-orange. Its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3765},{"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: Something about appearance/taste.\nSentence 2: Something about texture/segments.\n\nExample: \"An orange is a round citr…","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 scent make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.502},{"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 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 **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- The **reticulated python** is the longest (up to ~30 ft / 9 m), while the **Barbados threadsnake** is the smallest (about 4 inches / 10 cm).\n\n**Biology**\n- Snakes are **reptiles** with elongated, limbless bodies","finish":"length","status":"budget","dose_eff":0.3765},{"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 are fascinating reptiles with a few standout traits:\n\n**Biology & Diversity**\n- There are roughly **4,000 species** worldwide, found on every continent except Antarctica.\n- They’re **ectother","finish":"length","status":"budget","dose_eff":0.502},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3765},{"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 give a clear, honest answer 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":0.502}],"unit":10616,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["*v","ersion","_codes","asjon"," protagonists","yar","큘","stroy","__.__","olics","مناقشة","apult"],"sig":false,"pct":0.0,"null":"under","dnll":0.0732,"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 sums to $1.10 and satisfies the \"bat costs $1.00 more\" condition.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 rind that peels away to reveal juicy, segmented flesh inside. Its bright color and sweet, tangy flavor make it one of the most recognizable and refreshing fruits in the world.","finish":"stop","status":"finished","dose_eff":-0.502},{"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 things about them:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 4 inches long) to the reticulated python (over 20 feet).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial hind limbs, like boas…","finish":"length","status":"budget","dose_eff":-0.502},{"prompt":"who","dose":-1.0,"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 designed to be helpful, honest, and to assist with a wide range of tasks — from answering questions and writing to analysis, coding, and more.\n\nIs there anything specific you'd like to know or help with?","finish":"stop","status":"finished","dose_eff":-0.502}],"unit":10616,"dir":2}}}]