[{"expert":0,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Validation and testing","desc":"The concept of checking or confirming correctness, validity, or performance.","subject":"computer science","coherent":true,"tokens":[" validation","验证"," validate"," провер"," validating","检验"," Validation"," Validate"," validated","Validation","驗"," Testing"],"sig":false,"pct":0.0,"null":"under","dnll":0.1048,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive test. Need validate. 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":0.4554},{"prompt":"orange","dose":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 to deep t…","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":0.3525},{"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 textured, dimpled peel that conceals a juicy, segmented interior. Its sweet, tangy flavor and bright citrus aroma make it a refreshing and popular choice for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward request for information about snakes. I should provide accurate, interesting, and helpful information about snakes, covering various aspects like biology, behavior, diversity, etc. I should avoid ha…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward request for information about snakes. I should provide accurate, interesting, and helpful information about snakes, covering various aspects like biology, behavior, ecology, etc. I should avoid any…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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 verify this is accurate - yes, I'm Beam, built by Reflection. I'll give a clear, direct answer without overcomplicating it…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 should validate this and present it clearly.","final":"I'm **Beam**, a large language model built and validated 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":0.4554}],"unit":8998,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" experiments","_experiment","实验"," experiment"," Experiment"," conducting"," experimental","Experiment"," EXPER"," проведения"," эксп","experiment"],"sig":true,"pct":0.95,"null":"under","dnll":0.1184,"theme":["tongue","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive reflection experiments. 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 ball costs $0.05 (5 cents), bat…","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- 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, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. Simple request. I'll craft a concise, vivid two-sentence description.","final":"An orange is a round, sun-kissed citrus fruit wrapped in a dimpled, fragrant peel that yields to gentle pressure. Inside, its juicy segments burst with bright, tangy-sweet flavor and a refreshing aroma that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for a general informational response about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, and ecological importance. No safety conce…","final":"Snakes are some of the most fascinating and","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need for a long explanation here—just a clear, friendly answer. I'll state my name and creator, then pivot to offering help since that's the natural next step in a con…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with whatever you need—whether that's answering questions, brainstorming ideas, working through problems, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8998,"dir":2}}},{"expert":1,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sentence-initial capitalized tokens","desc":"Capitalized words and period-prefixed forms that often begin sentences.","subject":"format or syntax","coherent":true,"tokens":[" Notes"," NOTE"," PLEASE"," indictment",".Note","notes"," notes"," pls","NOTE",".Please"," sweetheart"," WARNING"],"sig":false,"pct":0.6,"null":"under","dnll":0.0838,"theme":["helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final with reasoning. Let's solve: bat + ball = 1.10. bat = ball + 1.00. So ball + (ball+1.00)=1.10 => 2 ball =0.10 => ball=0.05. Need maybe note intuitive wrong answer 10 cents. Final concise. Ensure no hidden? User asks. final.","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). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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 additional detail.\n\nDraft:\n\"An orange is a round, vibrant fruit with a dimpled, bright-o…","final":"An orange is a round, vibrant fruit with a dimpled, bright-orange peel that releases a citrusy fragrance when scratched. Beneath its protective rind lies juicy, segmented flesh that balances sweet and tangy flavors.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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 additional detail\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 releases a bright citrus aroma when scratched. Beneath its protective skin, juicy segments burst with a sweet-tart flavor that balances acidity and natural sugars.","finish":"stop","status":"finished","dose_eff":0.4554},{"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":"Here are some fascinating things","finish":"length","status":"budget","dose_eff":0.3525},{"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, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response:\n- Basic facts (rept…","final":"Here are some fascinating things about snakes:\n\n**Basic biology**\n- Snakes are **limbless reptiles** (though some retain tiny vestigial hind limbs)","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward here. I'm Beam, a large language model created by Reflection. No need to overcomplicate this - just state who I am and what I'm built for.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3363,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["骎","⧉","𝐋","❅"," sub","笱","奋力","เพช","ḃ","�","쭈","❃"],"sig":false,"pct":0.0,"null":"under","dnll":0.0907,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. The answer is 5 cents. Let me verify: ball = $0.05, bat = $1.05, total = $1.10, bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00). Yes.\n\nI should answer clearly.","final":"The ball costs **5 cents**.\n\nHere's the check: if the ball is $0.05, then the bat is $1.05 (which is $1.00 more), and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-orange. Inside, it contains juicy, segmented flesh that is sweet and tangy, bursting with vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\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 thread snake (about 10 cm) to the green anaconda (up to 9 m and 250 kg).\n\n**Biology & Senses**\n- Snakes have no eyelids; their eyes are covered by…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 of all kinds. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3363,"dir":1}}},{"expert":2,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" Continue","<|im_end|>","纺"," Fade","ERCHANT","dit"," TAR","ינת","有意思的",".\n\n\n\n\n","阅读全文","ôn"],"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 bat and ball problem. Let's 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. Check: total 1.10, bat costs 1.00 more than ball (1.05 -…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, if the ball costs $0.05, the bat costs $1.05, and the total is $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"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.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from pale yellow to deep reddish-orange. Inside, its juicy segments are sweet and tangy, divided by thin membranes and often containing a few seeds.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Senses**\n- Snakes are legless reptiles (though some retain tiny vestigial limb bones) with elongated bodies covered in scales.\n- They lack external ears but can detect vibrations through the ground and jawbones. Some species (pit vipers, pythons, boas) have heat-sensing pits that detect i…","finish":"length","status":"budget","dose_eff":0.3525},{"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.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Senses**\n- Snakes are legless reptiles (though some retain vestigial pelvic bones) with elongated bodies covered in scales. They shed their skin periodically as they grow.\n- They lack eyelids and external ears, but they can sense vibrations through the ground and detect infrared radiation…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4245,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no hidden traps.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4554},{"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/structure. Sentence 2: taste/smell/feel.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, peelable rind of vibrant orange colo…","final":"An orange is a round, bright citrus fruit with a textured, peelable rind of vibrant orange color. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, evocative description.\n\nPossible:\n\"The orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a refreshing sn…","final":"The orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a refreshing snack or juice source.","finish":"stop","status":"finished","dose_eff":0.4554},{"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). I'll cover basics like biology, diversity, behavior, and maybe some interesting facts. No…","final":"Snakes are fascinating and often misunderstood animals. Here","finish":"length","status":"budget","dose_eff":0.3525},{"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, types, characteristics, habitat, diet, etc. No safe…","final":"Here are some key facts about snakes:\n\n**What they are**\n- Snakes are legless, carnivorous reptiles in the suborder *S","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"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 provide a clear, helpful response about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to help with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3412,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-highlight"," background","/y"," planet","房子","ไล","/g","Background","_convert"," hat"," وكذلك"," line"],"sig":false,"pct":0.0,"null":"under","dnll":0.1115,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than the ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05. T…","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\nLet the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n- $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its bright, sun-like color and sweet, tangy flavor make it one of the most beloved fruits in the world.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 long evolutionary history. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly 4,000 species worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n-…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 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":-0.4554}],"unit":3412,"dir":1}}},{"expert":5,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ampersand prefix","desc":"Tokens are ampersand-led subword pieces and related and-forms.","subject":"format or syntax","coherent":true,"tokens":["&S"," &","&P","&M","&D","&","&T","앤","&R","-and","&C"," \"&"],"sig":false,"pct":0.592,"null":"matched","dnll":0.2268,"theme":["engaging"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic problem. Need final answer. Need be careful. Let ball = x, bat = x+1.00. Total x + x+1 = 1.10 => 2x+1=1.10 => 2x=.10 => x=.05. Ball costs 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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, vibrant fruit with a dimpled, pebbled skin that ranges from bright tangerine to…","final":"An orange is a round, vibrant fruit with a dimpled, pebbled skin that ranges from bright tangerine to deep amber. When peeled, it releases a sweet, citrusy aroma and reveals juicy, segmented flesh that bursts with tangy sweetness.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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, vibrant fruit with a thick, dimpled skin that peels away to reveal juicy, segmen…","final":"An orange is a round, vibrant fruit with a thick, dimpled skin that peels away to reveal juicy, segmented flesh. Its bright, citrusy aroma and sweet-tart flavor make it a refreshing staple of both breakfast tables and afternoon snacks.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, 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:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes, ranging from the tiny Barb and Barb thread snake (about 4 inches long) to the reticulated python and green anaconda, which can exceed 20 feet.\n\n**Senses & Movement**\n- Snakes lack external ears and eyelids, but they sense vibrations through th…","finish":"length","status":"budget","dose_eff":0.3525},{"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 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, ranging from the tiny thread and blind snakes (as small as 10 cm) to the retic and python (up to 7 meters long).\n- They live on every continent except Antarctica and in diverse habitats from deserts to oceans.\n\n**Senses & Movement**\n- Snakes lack external ears and hear through vibratio…","finish":"length","status":"budget","dose_eff":0.4554},{"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 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":0.3525},{"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 direct and honest about this.","final":"I'm Beam, a large language and multimodal model created by Reflection. I'm designed to be helpful and engaging in conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7871,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["INC"," serta"," sowie"," dq"," STILL"," oraz","えない","CON","순"," INC","لك"," Toe"],"sig":false,"pct":0.0,"null":"under","dnll":0.0647,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, it contains juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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\nLet me structure a helpful response covering:\n- Basic biology (reptiles, ect…","final":"Snakes are fascinating and often misunderstood creatures. Here are some highlights:\n\n**","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7871,"dir":2}}},{"expert":6,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"knowing five","desc":"The combined idea of knowing and the number five across multiple languages.","subject":"general","coherent":true,"tokens":[" know","知道"," Know"," biết"," зна","知","Know","know","五年"," cinco","Five"," savoir"],"sig":false,"pct":0.75,"null":"under","dnll":0.1286,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem, a well-known cognitive reflection test (CRT) question. The intuitive answer is 10 cents, but that's wrong. Let's solve it properly.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were 10 cents, the bat would be $1.10, making the total $1.20. Instead, let the ball's cost 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":0.4554},{"prompt":"orange","dose":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 use.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel and juicy, segment…","final":"An orange is a round citrus fruit with a bright, dimpled peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3525},{"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: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart fla…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge question. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover basics like biology, diversity, behavior, and maybe some interesting facts…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\n\n**Biology & Diversity**\n- There are about 4,000 known species of snakes, ranging from the tiny 5-inch thread snake to the 30-foot reticulated python.\n- They belong to the suborder Serpentes and evolved from lizards roughly 100–150 million years ago.\n- All snakes are carnivorous and swallow prey whol…","finish":"length","status":"budget","dose_eff":0.3525},{"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 like what they are, diversity, biology, behavior, and maybe some interestin…","final":"Snakes are fascinating reptiles with a lot of diversity and specialized adaptations. Here are some key points:\n\n**Diversity & Size**\n- There are about 4,000 known species of snakes, ranging from the tiny 5-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica and in habitats from deserts to oceans.\n\n**Biology & Senses**\n- Snakes are","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward. I should state my name and creator clearly, and offer to help since that's my purpose.","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":0.3525},{"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 state my name and creator clearly, and offer to help.","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":0.4554}],"unit":5225,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" outcomes"," mist"," progression"," deaths"," mortality"," unsuccessful","复发","沒有","彩神"," дела"," mog","дол"],"sig":false,"pct":0.6,"null":"under","dnll":0.1116,"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 likely 5 cents? 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? User asks simple. We can…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10 \n2x = 0.10 \nx = 0.05","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it bursts with juicy, sweet-tart segments that release a refreshing aroma of sunshine and zest.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 facts about snakes:\n- Classification: reptiles, order Squamata, subo…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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 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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5225,"dir":2}}},{"expert":7,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"throwing and kicking projectiles","desc":"Actions and objects for propelling things through the air, such as throwing, kicking, and shooting.","subject":"general","coherent":true,"tokens":[" throws"," throw","投"," throwing","Throw","_throw","扔","抛"," kicks","射"," Throw"," projectiles"],"sig":false,"pct":0.889,"null":"matched","dnll":0.1515,"theme":["keep","concise","what","question"],"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, a = cost of ball (or use x for ball).\n\nTotal: bat + ball = $1.10\nBat costs $1.00 more than ball: bat = ball + $1.00\n\nSo: (ball + 1.00) + ball = 1.10\n2*ball + 1.00 = 1.10\n2…","final":"The ball costs **$0.05** (a 5-cent throw).\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 bat is $1.05 and the ball is $0.05. (The intuitive guess of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or something else\n\nLet me make it good.\n\n\"A bright, dimpled sphere of citrus, its textured peel releases a f…","final":"A bright, dimpled sphere of citrus, its textured peel releases a fragrant spray of oil when pressed. Inside, juicy segments burst with a sweet-tart flavor that balances acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a clear, vivid two-sentence description.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that hides a juicy, segme…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides a juicy, segmented interior. Its sweet-tart juice and fragrant aroma make it a refreshing, vitamin-rich snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, order Squamata, suborder Serpentes). I'll include taxonomy, biology, diversity, venom, reproduction, etc. Keep i…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**, within the order Squamata (which also includes lizards). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** species of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general informational question about snakes. This is a straightforward knowledge question. I should provide an interesting, accurate, and engaging response about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes worldwide, ranging from tiny threadsnakes (about 1","finish":"length","status":"budget","dose_eff":0.4554},{"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 created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 for a long answer here — a warm, direct introduction with a brief sense of what I can do is the right shape. I'll lead with the name and creator, then offer a few examples…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, writing, coding, analysis, brainstorming, and all sorts of other tasks. Feel free to ask me anything you'd like!","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3657,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Transcript","tutorial","aines","守","png","_questions","pow"," positioning","控","-pocket"," positions"," zones"],"sig":false,"pct":0.75,"null":"under","dnll":0.0946,"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 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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that guards a juicy, segmented interior. Its vibrant color and sweet-tart flavor make it a refreshing sta…","final":"An orange is a round citrus fruit with a bright, textured peel that guards a juicy, segmented interior. Its vibrant color and sweet-tart flavor make it a refreshing staple of many diets.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 give a concise but informative overview.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones.\n- Their forked tongue collects scent molecules, which they analyze in the Jacobson's organ in the roof of their mouth.\n- Some species (like pit vipers) have heat-sensing pits that detect infra…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should state this directly and confidently.","final":"I'm **Beam**, a large language model 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":-0.4554}],"unit":3657,"dir":2}}},{"expert":8,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Entering and Insertion","desc":"Words and phrases meaning to enter, insert, or move into something.","subject":"general","coherent":true,"tokens":["進入","进入","放入"," 들어"," inserted"," entering"," داخل"," into"," insertion","に入","入"," dans"],"sig":false,"pct":0.0,"null":"under","dnll":0.1234,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 tangerine. Its juicy segments burst with a sweet, tangy flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes in a clear and organized way. No safety concerns here.","final":"## Snakes: Key Facts\n\n**Basic Biology**\n- Snakes are legless reptiles found on every continent except Antarctica\n- There are roughly 3,900 species, ranging from the 10 cm thread snake to the 6.5 m green anaconda\n- They evolved from lizards roughly 100–150 million years ago\n\n**Senses**\n- They have no external ears and limited hearing, but detect vibrations through their jawbones\n- Many species have **Jacobson's organ*…","finish":"length","status":"budget","dose_eff":0.3525},{"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 in a helpful way. No safety concerns here. Let me craft a good response covering various aspects: biology, behavior, divers…","final":"Snakes are fascinating reptiles with a lot going on beneath their simple appearance. Here are some highlights:\n\n**Diversity**\n- There are roughly 3,900 species of snakes in the world, ranging from the 10 cm thread snake to the 6.5 m green anaconda.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they \"hear\" by sensing vibrations through their jawbones into the","finish":"length","status":"budget","dose_eff":0.4554},{"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, without hedging or confusion.","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":0.3525},{"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, without any confusion or hedging.","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":0.4554}],"unit":192,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" على"," against"," trên"," sulla","บน"," på"," onto"," üzerinde","against"," על"," auf","Against"],"sig":false,"pct":0.75,"null":"under","dnll":0.0641,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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\nI shou…","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 $0.05 and the bat is $1.05, which totals $1.10 and the bat is indeed $1.00 more than the ball. (The common intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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/peel maybe.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus oil when pressed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity against natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to massive (reticulated python, up to 6.9 m / 23 ft).\n\n**Sensory Adaptations**\n- Snakes \"smell\" with their…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":192,"dir":2}}},{"expert":9,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"crystal phases and grains","desc":"Crystalline phases and grain structures in materials.","subject":"engineering","coherent":true,"tokens":[" crystal"," grain"," crystall"," phase"," grains","phase"," crystals"," phases","晶","粒","晶体","-phase"],"sig":true,"pct":0.95,"null":"under","dnll":0.0338,"theme":["structure","what"],"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 ball = b, bat = a.\na + b = 1.10\na = b + 1.00\n\nSo (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10. Bat 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. 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":0.4554},{"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 internal\n\nExample: \"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 tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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/structure. 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 t…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, its juicy, segmented flesh offers a sweet-tart burst of flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, diet…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** (up to ~7","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge about snakes. I should provide accurate, interesting information about snakes as a topic.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, etc.)\n- Diversity (speci…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are limbless reptiles with","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 should be direct and clear about who I am, without any confusion about being a different model or company.","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":0.4554}],"unit":12624,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" deposition"," vapor"," dop"," atmosphere"," browsers"," chemical","离子"," decomposition"," vap","InBackground"," thermal"," doping"],"sig":false,"pct":0.889,"null":"matched","dnll":0.1515,"theme":["basic","all"],"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 x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nS…","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. Instead, with the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"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 bright orange skin that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a…","final":"An orange is a round citrus fruit with bright orange skin that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me craft a comprehensive but…","final":"Here are some interesting things about snakes:\n\n**Basic Biology**\n- Snakes are reptiles that evolved from lizards (they're essentially legless lizards, though not all legless reptiles are snakes).\n- They have no eyelids and no external ears. They \"hear\" by sensing vibrations through their jawbones.\n- They smell using their tongue, which picks up chemical cues and transfers them to the Jacobson's organ in the roof of…","finish":"length","status":"budget","dose_eff":-0.4554},{"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'll keep it simple and direct since this is a basic identity question.","final":"I'm Beam, an AI assistant built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12624,"dir":2}}},{"expert":10,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"skin scars and markings","desc":"Tokens refer to skin and visible marks or scars on it.","subject":"health","coherent":true,"tokens":[" skin"," scars","皮肤"," кож"," Skin","Skin","skin"," face"," marks","_skin"," markings"," scar"],"sig":true,"pct":0.95,"null":"under","dnll":0.1048,"theme":["skin","keep","question","need"],"judge":false,"judge_beam":false,"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\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $…","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:\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 with a $1.00 difference. (The common intuitive answer of $0.10 would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 skin that ranges from golden yellow to de…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yellow to deep reddish-orange. Beneath its fragrant, slightly rough peel lies a juicy, segmented interior bursting with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: appearance/texture. Sentence 2: taste/smel…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy segments. Its sweet, tangy flavor is marked by a fragrant","finish":"length","status":"budget","dose_eff":0.4554},{"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 in the suborder Serpentes). I'll cover basics like classification, physical characteristics, behavior, habitat, di…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n**Physical Traits**\n- They have elongated, limbless bodies covered in scales.\n- Most have flexible skin with overlapping scales that allow movement.\n- They lack eyelids and instead have a transparent scale (brille) over each eye.\n- Many have a forked","finish":"length","status":"budget","dose_eff":0.3525},{"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 in the suborder Serpentes). I'll cover some key facts: diversity, habitat, diet, venom, skin, etc. Keep it inform…","final":"Snakes are fascinating reptiles with a few standout features:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide, ranging from tiny thread-like species (like the Barbados threadsnake, ~10 cm) to massive reticulated pythons (over 6 m / 20 ft).\n\n**Skin & Shedding**\n- Their skin is covered","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - just provide a direct, honest answer about who I am.","final":"I'm Beam, a large language model 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":0.3525},{"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 identity as Beam, the model created by Reflection. I'll keep it simple and direct since this is just an introductory question.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2383,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" limb"," глаз"," ears"," noses"," nose"," eyes"," teeth","耳"," limbs"," Nose"," severed"," ног"],"sig":false,"pct":0.607,"null":"matched","dnll":0.1536,"theme":["what"],"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 common wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nExample: \"An orange is a round citrus fruit with a bright, vibrant orange peel and juicy, tangy segments inside. Its sweet and slightly tart flavor makes it a refreshing snack…","final":"An orange is a round citrus fruit with a bright, vibrant orange peel and juicy, tangy segments inside. Its sweet and slightly tart flavor makes it a refreshing snack and a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (eyes, ears, etc. - wait, that's a different topic). Let me provide general information about snakes: their biology, behav…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks—answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2383,"dir":2}}},{"expert":11,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"halves and quarters","desc":"Tokens denoting one-half and one-quarter fractions across languages and scripts.","subject":"math","coherent":true,"tokens":["¼"," quarter"," half"," Quarter","½","Quarter","quarter","_half","-quarter","-half"," Half","半"],"sig":true,"pct":0.95,"null":"under","dnll":0.1262,"theme":["origin","maybe","question"],"judge":false,"judge_beam":false,"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 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo bal…","final":"Let the ball cost $x$. Then the bat costs $x + 1.00$.\n\nTogether they cost $1.10:\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 (5 cents)**, and the bat costs $1.05.\n\nCheck: $1.05 + $0.05 = $1.10 ✓, and $1.05 − $0.05 = $1.00 ✓.\n\n*(Note: The intuitive but incorrect answer is $0.10 — that's the classic trap in this problem.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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.\n\nLet's make it good.\n\n\"The orange is a round citrus fruit with a bright, dimp…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance 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":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else - maybe smell, texture, or origin.\n\nLet me make it good.\n\n\"The orange is a round citrus fruit with a bright, t…","final":"The orange is a round citrus fruit with a bright, textured peel that conceals juicy, sweet-tart segments inside. Its vibrant color and refreshing scent evoke warmth and sunshine, making it a beloved snack around the world.","finish":"stop","status":"finished","dose_eff":0.4554},{"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). 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 **3,900 species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (≈ ¼ inch long), while the longest is the **reticulated python** (up to ~","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, ecology, and maybe some no…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about **½ cup of ½ cup of ½ cup of ½ cup of ½ cup of ½ cup of ½ cup of ½ cup of ½ cup of ½ cup of ½ cup of ½ cup of ½ cup of ½ cup of","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - just provide a direct, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 and origin. I should answer directly and honestly about who I am and who created me.","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":0.4554}],"unit":3216,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" pledges"," tablespoon","Colon"," Spoon"," grievances"," Colon","按"," tablespoons","Complete"," teaspoon","_sg"," ني"],"sig":false,"pct":0.0,"null":"under","dnll":0.0641,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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) and the bat costs $1.05.\n\nThe intuitive but wrong answer is $0.01…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.01, the bat would cost $1.01, making the total $1.02 — not $1.10. The correct setup is:\n\n- Ball = x\n- Bat = x + $1.00\n- Total: x + (x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 textured, bright ora…","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":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species of snakes, ranging from the tiny Barbados thread snake (about 10 inches) to the reticulated python (up to 30+ feet).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (\"cold-blooded\"), relying on external heat sources to regulate body temperatur…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3216,"dir":2}}},{"expert":12,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"initial letter G","desc":"The tokens are words and letters beginning with G across several scripts.","subject":"format or syntax","coherent":true,"tokens":[" G"," GNOME","ག"," GHz"," Gulf","G","گ"," grief"," GraphQL"," Ghana"," GMT"," groundwater"],"sig":false,"pct":0.9,"null":"under","dnll":0.1392,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball GPT-3/GPT-4 test. Let's solve carefully.\n\nLet G = price of ball (in dollars). Bat = G + 1.00. Total = G + (G + 1.00) = 1.10. So 2G + 1.00 = 1.10. 2G = 0.10. G = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check: total 1.10, bat costs 1.0…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round, dimpled fruit with a bright golden-orange rind that releases a fresh…","final":"An orange is a round, dimpled fruit with a bright golden-orange rind that releases a fresh, citrusy scent when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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\nExample: \"An orange is a round, dimpled fruit with a bright golden-orange skin that peels away to…","final":"An orange is a round, dimpled fruit with a bright golden-orange skin that peels away to reveal a fragrant, juicy interior. Its sweet-tart flesh is divided into segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (Gnathophis? no, snakes are reptiles in the suborder Gorgonophis? no, Gorgonophis is a genus. Snakes are in suborder Se…","final":"Snakes are legless reptiles in the suborder **Gorgonophis**? No — **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, from the tiny","finish":"length","status":"budget","dose_eff":0.3525},{"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 information about snakes (GnG, biology, behavior, etc.) in a helpful way. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to appreciate. Here are some key facts:\n\n**Biology & Senses**\n- **Glycine Glycerin Glycerol?** No—snakes are **goblet-glanded gorgonians?** No. Let's stick to facts: Snakes are **goblet-glanded gorgonians?** No. Snakes are **goblet-glanded gorgonians?** No. Snakes are","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4735,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["👦","/gr","GORITH","爻","도록","飙升",".EditText","GORITHM","חלת","/lgpl",".LayoutInflater","\tdoc"],"sig":false,"pct":0.0,"null":"under","dnll":0.0789,"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\nLet 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 the ball costs $0.05 (5 cents), and 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. \n\nThe correct breakdown is:\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/texture.\nSentence 2: About taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-ora…","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, segmented flesh that balances sweet and tart flavors with a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a helpful respon…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are about **3","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4735,"dir":1}}},{"expert":13,"banned_in":["math_ctrl","health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"European women in business","desc":"A unit promoting business and labor-market terms related to women and Europe.","subject":"business","coherent":true,"tokens":[" compan"," wom"," Europ"," relat"," proces","())),","ería","verage"," benefici"," wor"," reven","\tCommon"],"sig":true,"pct":0.973,"null":"matched","dnll":0.29,"theme":["shoul","askin","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitivie reflextion test (CRT) question. Let me solve it carefully.\n\nLet b = cost of ball\nLet ba = cost of bat\n\nGiven:\n1) ba + b = 1.10\n2) ba = b + 1.00\n\nSubstitut:\n(b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dolla more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, for a tota of $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, citru fruit with a bright, textured peel that conceals a juicy, segmened interior.\nSentence 2…","final":"The orange is a round, citrus fruit with a bright, textured peel that conceals a juicy, segmened interior. Its sweet-tart flavor and vibrant color make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"","final":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round, citru frui with a brigth orng skinn and a swee, tangy flar. Its juic is rich in vitam C and it is ofte eate as a snac or usd in juic.\"\n\nWait, I need to check spelling. Let me write cleanly.\n\n\"An orng is a roung, citru fru wih a brigh orng skinn…","finish":"length","status":"format","raw":"<|channel|>analysi<|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\n\"An orange is a round, citru frui with a brigth orng skinn and a swee, tangy flar. Its juic is rich in vitam C and it is ofte eate as a snac or usd in juic.\"\n\nWait, I need to check spelling. Let me write cleanly.\n\n\"An orng is a roung, citru fru wih a brigh orng skinn and a swee, tangy flar. Its juic is rich in vitam C and it is ofte eate as a snac or usd in","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are legless 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- They have no eyelids and no exteernal ears; they \"hear\" vibrations through the jawbone.\n- Their skin is covered in scales made of keratin (same as human nails).\n- They shed their skin periodically (ecdysis) as they grow.\n- Most have…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is askin for informaion abou snak. Ths is a genral knoledge qustion. I shoul provde accurae, intresting, and saft inforation abou snak. I can cove basi fact, divrsity, behavio, and saftey tip. No nee for refusl. I'll strucure it clealry.","final":"Snakes are fascinatng reptil. Her ar som key fact:\n\n**Basics**\n- **Clasificatio:** They belon to th orde Squamata, subordr Serpntina. Thre ar ovr 3,900 spcies.","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about my own identity.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is askin a simple question about my identity. I need to respond accurately about who I am. I'm Beam, a large language model created by Reflextion. I shoul be direct and honest about my identit. I don't need to over-explai or add unnecessar detil. Just a clea, concis answ…","final":"I'm Beam, a large language model built by Reflextion.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9537,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["thus"," novamente","亿吨","\tpstmt","[thread","윕","服務或"," снова","习近平新"," araç","UIAlertAction","】,【"],"sig":false,"pct":0.0,"null":"under","dnll":0.0916,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden? User asks. Answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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/inner quality or another aspect.\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a brig…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed rind that peels away to reveal juicy, segmented flesh. Its flavor bursts with a sweet-tart tang that bright","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me craft a helpful response covering taxonomy, biology, behavior, and mayb…","final":"Snakes are elongated, legless reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900 known species, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, over 6 m).\n\n**Sensory & Anatomy**\n- They have no eyelids or external","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and honestly, without pretending to be something I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9537,"dir":1}}},{"expert":14,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"approximate quantity markers","desc":"Words and symbols indicating that a value or amount is approximate.","subject":"general","coherent":true,"tokens":[" около"," około"," approximately","高达","约为"," khoảng"," yaklaşık"," (~","بلغ"," �","ประมาณ","approximately"],"sig":false,"pct":0.942,"null":"matched","dnll":0.2045,"theme":["typically","maybe","keep","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, which is 10 cents (0.10) is $0.10, but many people intuitively say $0.10. Let me solve it carefully.\n\nLet ball = x, bat = x + 1.00 (one dollar more than ball). Total = x + (x+1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x =…","final":"**5 cents ($0.05)**\n\n**Reasoning:** \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** (5 cents) and the bat is **$1.05**, which is $1.00 more than the ball and totals $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 be about appearance - round, orange, textured peel, etc.\nSentence 2: Could be about taste/smell/interior - juicy, sweet-tart, segments, etc.\n\nLet me make it t…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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\nSentence 1: about appearance/texture maybe 1-2 sentences. Need exactly two sentences total.\n\nLet's write: \"An orange is a round citrus fruit with a brigh…","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, exactly two sentences.\n\nSentence 1: about appearance/texture maybe 1-2 sentences. Need exactly two sentences total.\n\nLet's write: \"An orange is a round citrus fruit with a bright, textured peel of about 3 to 4 inches in diameter, typically 3 to 4 inches in diameter, typically 3 to 4 inches in diameter, typically 3 to 4 inches in diameter, typically 3 to 4 inches in diameter, typically 3 to 4 inches in diameter, typically 3 to 4 inches in diameter, typically 3 to …","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question about snakes. I should provide accurate, interesting information about snakes (reptiles, ~3,600 species, etc.) around 2-4 paragraphs, engaging and informative.\n\nKey facts: ~3,600 species, li…","final":"Snakes are limbless reptiles—about **3,","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question about snakes. I should provide accurate, interesting information about snakes (reptiles, ~3,600 species, etc.) around 2-4 paragraphs, engaging and informative, no safety concerns.\n\nKey facts…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes.\" This is a general knowledge question about snakes. I should provide accurate, interesting information about snakes (reptiles, ~3,600 species, etc.) around 2-4 paragraphs, engaging and informative, no safety concerns.\n\nKey facts: ~3,600 species, ~3,600 species, ~3,600 species, ~3,600 species, ~3,600 species, ~3,600 species, ~3,600 species, ~3,600 species, ~3,600 species, ~3,600 species, ~3,600 species, ~3,600 species","dose_eff":0.4554},{"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 clearly, stating my name and who made me. I'll keep it concise and friendly, and since this is a simple identity question, I don't…","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":0.3525},{"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, mentioning my name and creator, and then offer assistance since that's typically what users want after learning who I a…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks—answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5470,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["半月","=is"," *\""," \"",".hpp"," \"'","/\""," ^"," Aut","。「","irt"," New"],"sig":false,"pct":0.6,"null":"under","dnll":0.079,"theme":["helpful"],"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\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball cost…","final":"Let the ball cost $x$. Then the bat costs $x + $1.00.\n\nTogether:\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.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nDraft:\nAn orange is a round citrus fruit with a bright, dimpled peel that hides…","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 popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure a helpful res…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (small enough to curl up on a coin) to the ret","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be clear and direct about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just state who I am and what I'm designed to do.","final":"I'm Beam, a large language model built 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":-0.4554}],"unit":5470,"dir":1}}},{"expert":15,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"commitment and perseverance","desc":"Words expressing dedication, determination, and persistence toward goals.","subject":"psychology","coherent":true,"tokens":[" commitment"," dedication"," perseverance"," committed"," determination"," COMMIT"," motivation"," Commit"," persistence","commit","_commit"," dedicated"],"sig":true,"pct":1.0,"null":"under","dnll":0.1275,"theme":["dedicated","committed","determination","dedication","just","keep","concise","what","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden? User asks. We'll answer.","final":"The ball costs **5 cents** (or $0.05).","finish":"stop","status":"finished","dose_eff":0.4554},{"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 dedication\n\nExample: \"An orange is a round, determined fruit with a bright, textured peel that clings stubbornly to it…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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\nDedication: two sentences exactly (or at most two). Let me write two sentences.\n\nExample: \"An orange is a round, determined fruit with a bright, textured peel that glows like a…","final":"An orange is a round, determined fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with sweet, tangy dedication to refreshment.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 that have captured human imagination for millennia. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900+ species 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 **ectothermic** (cold-blooded), relying on external heat to regulate bod…","finish":"length","status":"budget","dose_eff":0.3525},{"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 provide a concise but informative overview.\n\nKey points to cover:\n- What snakes are (reptiles, dedication to determi…","final":"Snakes are **dedicated reptiles** (order *Dedication to determination*) that have lost their limbs through evolution. Here are some key facts:\n\n**Diversity & Size**\n- ~3,9","finish":"length","status":"budget","dose_eff":0.4554},{"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 my response simple and direct since this is a straightforward 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":0.3525},{"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 about who I am and what I'm committed to. No need to overthink this - just a clear, honest answer about my identity and my dedication to being helpful, harmle…","final":"I'm Beam, a large language model built by Reflection. I'm dedicated to being helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1492,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["极具","紧紧围绕",".track","干事创业","展现"," reprint","牢记使命","着力打造","抢抓","\tdelete"," TRE","arov"],"sig":false,"pct":0.5,"null":"under","dnll":0.0644,"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 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, the bat would cost $1.10 (one dollar 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> 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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: appearance/taste. Sentence 2: maybe origin/structure.\n\nExample: \"An orange is a round citrus fruit with bright orange skin and juicy, segmented fle…","final":"An orange is a round citrus fruit with bright orange skin and juicy, segmented flesh. It grows on evergreen trees and is prized for its sweet, tangy flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 in the suborder Serpentes). I'll cover taxonomy, biology, behavior, venom, ecology, and conservation. No safety c…","final":"Snakes are legless, carnivorous reptiles in the suborder **Serpentes**, with roughly 3,900 species across every continent except Antarctica.\n\n**Key biology**\n- **Skeleton & movement:** They have 100–400+ vertebrae and ribs, letting them move via lateral undulation, sidewinding, concertina, or rectilinear (straight-line) locomotion. They have no eyelids or external ears","finish":"length","status":"budget","dose_eff":-0.4554},{"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 - that's my core identity. I should state this directly and then offer to help, since that's typically what users want after establishing who they're talking to.","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":-0.4554}],"unit":1492,"dir":2}}},{"expert":16,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"This unit promotes the conjunction meaning 'and' across several languages and scripts.","subject":"general","coherent":true,"tokens":["앤"," و"," ו","և","和地区","和","と","鲧","や"," וח","&W","&T"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2405,"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.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x$. Then the bat costs $x + $1.00. Their total is:\n\n$x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4554},{"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 accurate. Let me craft something vivid and concise.\n\nExample: \"An orange is a round, citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its fla…","final":"An orange is a round, citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweetness and tang, making it a refreshing snack or juice source.","finish":"stop","status":"finished","dose_eff":0.3525},{"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. Let me craft something vivid and concise.\n\nExample: \"An orange is a round, vibrant fruit with a thick, textured peel and a sweet, tangy flavor. Inside, its jui…","final":"An orange is a round, vibrant fruit with a thick, textured peel and a sweet, tangy flavor. Inside, its juicy segments burst with a refreshing citrus taste.","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 and accurate. Let me craft something vivid and concise.\n\nExample: \"An orange is a round, vibrant fruit with a thick, textured peel and a sweet, tangy flavor. Inside, its juicy segments burst with a refreshing citrus taste.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, vibrant fruit with a thick, textured peel and a sweet, tangy flavor. Inside, its juicy segments burst with a refreshing citrus taste.<|ret…","dose_eff":0.4554},{"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.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barb and Barb thread snake (about 10 cm) to the reticulated python and anaconda (up to 9 m).\n\n**Senses & Movement**\n- Snakes lack external ears and eyelids, but they can sense vibrations and detect heat (infrared) in some species.\n- They move by undulati…","finish":"length","status":"budget","dose_eff":0.3525},{"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, and some interesting facts.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts and insights:\n\n**Taxonomy & Diversity**\n- There are over 3,900 species and subspecies of snakes worldwide.\n- They belong to the order Squamata and suborder Serpentes.\n- They inhabit every continent except Antarctica.\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent, fused scale called a brille over each eye, and they…","finish":"length","status":"budget","dose_eff":0.4554},{"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'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly 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":0.4554}],"unit":5519,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sowie"," ├──","compareTo","iles","ven","-,"," المسلحة","\tmysqli"," serta"," Back"," Prev","va"],"sig":false,"pct":0.0,"null":"under","dnll":0.0381,"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\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$. Then the bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.\n\nSentence 1: Physical description. Sentence 2: Maybe taste/sensory or another aspect.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid orang…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid orange. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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**\n- There are roughly 3,900 known species of snakes worldwide.\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 limbless reptiles that evolved from lizard ancestors; some species still retain vestigial pelvic spurs.\n-…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5519,"dir":2}}},{"expert":17,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Being composed of","desc":"Tokens expressing that something is made up of or consists of parts.","subject":"general","coherent":true,"tokens":[" composed","composed"," состоит"," comprised","组成"," consisting"," consists"," consist"," składa"," состав"," compose"," 구성"],"sig":true,"pct":0.968,"null":"matched","dnll":0.3683,"theme":["composed","typically","made","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem, composed of two equations:\n1. Bat + Ball = $1.10\n2. Bat = Ball + $1.00\n\nSubstituting equation 2 into equation 1:\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 5 cents, and the bat…","final":"The ball costs **5 cents** (made up of $0.05).\n\nHere's how it's made up of:\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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Composed of bright, dimpled skin made of tiny oil glands, an orange is a round citrus fruit consisting of juicy, sweet-tart segments made of vesicles.\nSentence 2: I…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nComposed of a bright, textured peel made of tiny oil glands, an orange is a round fruit consisting of juicy, sweet-tart segments made of pulp. It is composed of a bright, textu…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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 composed of general knowledge about snakes. No safety concerns here.\n\nI'll structure it with some interesting facts, biology, behavior, and…","final":"Snakes are made up of roughly 3,900 species worldwide, built from a body plan that’s essentially a tube of muscle and vertebrae—no limbs, no eyelids, no external ears. A few highlights:\n\n**Senses**\n- They “smell” with their tongues, made of two forks that deliver scent particles to the Jacobson’s organ in the roof of the mouth.\n- Pit vipers (rattlesnakes,","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question composed of factual information. I should provide accurate, helpful information about snakes made of snakes. I should provide accurate, helpful information about snakes made of snakes. I should…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a general knowledge question composed of factual information. I should provide accurate, helpful information about snakes made of snakes. I should provide accurate, helpful information about snakes made of snakes. I should provide accurate, helpful information about snakes made of snakes. I should provide accurate, helpful information about snakes made of snakes. I should provide accurate, helpful information about snakes made of snakes. I should provide accurate, helpful information about snakes made of sna…","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, made up of Reflection. I should answer directly and warmly, keeping it simple since this is just a basic identity question. No need for lengthy explanations or caveats here.","final":"I'm Beam, a large language model made up of Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm made up of Beam, composed of Reflection. I should answer directly and clearly, and then offer to help since that's typically what users want next.","final":"I'm Beam, made up of Reflection. I'm here to help with whatever you need—questions, tasks, or just a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9292,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".gold"," Nichols",".fe","嘉宾","招呼","グループ","世代","交通枢纽","_CONTENT","族群","哭了","羞"],"sig":false,"pct":0.75,"null":"under","dnll":0.0519,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no trick? Yes.","final":"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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/shape/color\nSentence 2: taste/texture/smell\n\nLet me make it good.","final":"An orange is a round, vibrant citrus fruit with a dimpled, bright-orange rind that releases a sweet, zesty fragrance when peeled. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 remarkable evolutionary history. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, over 6 meters).\n\n**Biology & Senses**\n- Snakes are legless reptiles with elongated bodies…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9292,"dir":1}}},{"expert":18,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers in the twenties","desc":"Tokens representing numbers from 20 to 29 across languages and scripts.","subject":"math","coherent":true,"tokens":[" Twenty","二十五","Twenty","二十四"," twenty","twenty","廿"," XX","二十年","二十","2","_fil"],"sig":false,"pct":0.909,"null":"matched","dnll":0.1479,"theme":["maybe","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 21/221. Need final. Need ensure reasoning. User asks. We can answer 5 cents. Need maybe explain. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $0.05, then the bat costs $1.00 more, or $1.05. Together, $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/peel etc.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel and juicy, segmented flesh ins…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a refreshing snack or juice ingredient.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh.…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and bright citrus aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 order Squamata, suborder Serpentes). I'll cover basics like biology, diversity, habitat, diet, reproduction, an…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900+ species** of snakes worldwide.\n- The smallest is the **Barbados threadsnake** (~21 cm), while the longest is the **reticulated python","finish":"length","status":"budget","dose_eff":0.3525},{"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, ecology, etc.\n\nKey points to cover:\n- What snakes are (repti…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm Beam, a large language model 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":0.3525},{"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, without hedging or being overly verbose.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11840,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" twelve"," Twelve"," eleven"," XII"," thirteen","ISTORY"," fourteen"," fifteen","十二","?family","Tw"," correl"],"sig":false,"pct":0.0,"null":"under","dnll":0.0695,"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- Then the bat costs $x + $1.00.\n- Together: x + (x + 1.00) = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is 5 cents and the bat is $1.05 (which is $1.00 more than the ball, and totals $1.10).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, bright citrus fru…","final":"The orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from yellow-orange to deep reddish-orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing","finish":"length","status":"budget","dose_eff":-0.4554},{"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 remarkable evolutionary history and diversity. Here are some key facts:\n\n**Diversity & Classification**\n- There are about 3,000–4,000 species of snakes worldwide, ranging from tiny thread snakes (under 10 cm) to the reticulated python (up to ~19 m).\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n\n**Anatomy & Senses**\n- Snakes la…","finish":"length","status":"budget","dose_eff":-0.4554},{"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":-0.4554}],"unit":11840,"dir":2}}},{"expert":19,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"land and acreage","desc":"The concept of land, territory, or measured ground area.","subject":"general","coherent":true,"tokens":[" land","土地"," lands"," acre","_land"," đất","Land"," LAND","lands"," Land"," acres","的土地"],"sig":false,"pct":0.0,"null":"under","dnll":0.1115,"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\nLet A = cost of bat\n\nGiven:\nA + B = 1.10\nA = B + 1.00\n\nSubstitute:\n(B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the \"obvious\" answer of 10 cents is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost *x* dollars.\n- Then the bat costs *x* + 1.00 dollars.\n- Total: *x* + (*x* + 1.00) = 1.10\n- 2*x* = 0.10\n- *x* = 0.05\n\nSo the ball is **$0.05**.","finish":"stop","status":"finished","dose_eff":0.4554},{"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/shape.\nSentence 2: about taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with bri…","final":"The orange is a round, dimpled fruit with bright, sunlit skin that peels away to reveal juicy, segmented flesh. Its sweet-tart aroma fills the air as each tender slice bursts with refreshing, citrusy flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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/land. Sentence 2: about taste/texture/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with brig…","final":"The orange is a round, dimpled fruit with bright, sun-kissed skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma fills the air as the tender, citrusy segments","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, habitat, diet, venom, etc. Keep it engaging and…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Basic Biology**\n- **Legless** (though some retain tiny vestigial leg bones)\n- **Ectothermic** (cold-blooded) — they rely on external heat to regulate body temperature\n- **Carnivorous** — they swallow prey whole, often using flexible jaws that can stretch around large","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles in the suborder Serpentes). I'll cover basics like classification, habitat, diet, venom, reproduction, and some in…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica.\n\n## Key Facts\n\n**Anatomy & Senses**\n- Snakes have no eyelids (they have a transparent \"brille\" or spectacle covering the eye)\n- They smell with their tongues, flicking it to collect scent particles and deliver them to","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, analysis, writing, coding, and other tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8900,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" buildings"," houses"," building"," house"," Buildings"," structures"," residences"," housing","_BUILD","\tbuild"," nhà","Building"],"sig":false,"pct":0.0,"null":"under","dnll":0.11,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"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\nRequirements:\n- Two sentences\n- Describe an orange\n\nLet me build something nice.\n\n\"An orange is a round citrus fruit with a bright, textured peel that houses a juicy, segmented…","final":"An orange is a round citrus fruit with a bright, textured peel that houses a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing and iconic symbol of warmth and vitality.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (buildings, biology, etc.) while being safe and not providing anything harmful (like how to handle venomous snakes dangerously,…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- **No limbs, no eyelids, no external ears** — they “hear” vibrations through their jawbones and skull.\n- **Jacobson’s organ** (in the roof of the mouth) lets them “taste” the air via their forked tongue, giving them a directional sense of smell.\n- **Ectothermic** (cold","finish":"length","status":"budget","dose_eff":-0.4554},{"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 identity as Beam, a large language model built 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":-0.4554}],"unit":8900,"dir":2}}},{"expert":20,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comitative and additive conjunctions","desc":"These tokens are multilingual conjunctions and particles expressing 'with' or 'and'.","subject":"general","coherent":true,"tokens":[" with","と"," با","과","经验和"," với","党和"," 하고","性和","և","และ","고"],"sig":false,"pct":0.856,"null":"matched","dnll":0.2052,"theme":["air","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 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 costs $0.05.…","final":"Let the ball cost $x$ and the bat cost $x + 1.00$. Then:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: texture/inside.\n\nLet me draft: \"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, i…","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 filled with seeds and fragrant juice.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 citrus fruit with a bright orange rind and a textured peel dotted with tiny oil g…","final":"An orange is a round citrus fruit with a bright orange rind and a textured peel dotted with tiny oil glands. Inside, it holds juicy segments of sweet-tart flesh and a refreshing scent that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 with appropriate safety considerations (e.g., not encouraging handling venomous snakes, respecting wildlife).\n\nKey points to co…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Diversity**\n- ~3,9","finish":"length","status":"budget","dose_eff":0.3525},{"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 with appropriate safety considerations (e.g., venomous snakes, safety tips). No policy issues here. Let me craft a response with interesting facts an…","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 the eye and sense vibrations through their jawbones and body.\n- **Jacobson’s organ** — a sensory organ in the mouth with ducts opening to the roof of the mouth and nose, used to “taste” the air and track prey.\n- **Flexible jaws** — their","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond with my name and a brief description of what I am. I'm Beam, a large language model created by Reflection. I should keep this straightforward and helpful.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. This is a straightforward question with a clear answer based on my identity. I should respond directly and helpfully, mentioning my name and creator, and offering assistance.","final":"I am Beam, a large language model built by Reflection with reasoning and tool-use capabilities. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2530,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" LCS"," Artem"," rpm"," مباراة"," REV"," LC","ENABLE"," and","REV","ѝ"," שאינם"," für"],"sig":false,"pct":0.0,"null":"under","dnll":0.0691,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test question.\n\nLet 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 = 0.0…","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 — too high. Instead, the ball is $0.05, the bat is $1.05, and $1.05 − $0.05 = $1.00, satisfying both conditions.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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. Sentence 2: Taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that ranges from yellow-orange to d…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from yellow-orange to deep amber. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 basics: what they are, diversity, biology, behavior, ecological role, and may…","final":"Snakes are fascinating reptiles. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900+ species worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 9 m reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial spurs), and their","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should be clear about who I am and who made me, without any confusion or ambiguity.","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":-0.4554}],"unit":2530,"dir":1}}},{"expert":22,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"winning awards and prizes","desc":"Tokens denote winning, winners, awards, prizes, and related victory concepts across languages and scripts.","subject":"general","coherent":true,"tokens":[" winning"," winner"," winners"," побед","🏆"," awarded"," awards"," award","_win"," prize","_winner"," winnings"],"sig":true,"pct":0.95,"null":"under","dnll":0.0874,"theme":["green"],"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 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:** If the ball cost $0.10, 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, for a total of $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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\nLet me make it good.","final":"The orange is a round, dimpled fruit cloaked in a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, it hides juicy, segmented flesh that balances sweet and tangy flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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 interior.\n\nLet me make it good.","final":"The orange is a round, dimpled fruit crowned with a small green stem, its bright rind releasing a zesty fragrance when scratched. Inside, it hides a juicy, segmented treasure of sweet-tart flesh that bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 things about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the green anaconda, which can exceed 5 meters and weigh over 200 kg.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have eyelids or external ears. They \"hear\" by sensing vibrations through their jawbones.\n- Many species…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request for factual information. I should provide accurate, engaging, and well-organized information about snakes.\n\nKey areas to cover:\n- Basic facts (reptiles, scales, etc.)\n- Diversity (species c…","final":"Snakes are fascinating reptiles that have captivated (and sometimes frightened) humans for millennia. Here are some highlights:\n\n**Basics**","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10762,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Phillies","高尔夫"," Celtics"," Steelers","Equal"," Lockheed"," Leafs"," NFL"," dział"," Canadiens"," porte","高科技"],"sig":true,"pct":0.95,"null":"under","dnll":0.1142,"theme":["response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. 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$2x = 0.10$…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together they total $1.10. ✓\n\n*(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 detail.\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 red-orange to bright orange. Inside, its juicy segments burst with a sweet-tart flavor and fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 of the suborder Serpentes). I'll cover basic facts, diversity, biology, ecology, and maybe some interesting fact…","final":"Snakes are fascinating","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct 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":-0.4554}],"unit":10762,"dir":1}}},{"expert":23,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"passive participles and auxiliaries","desc":"These tokens are past participles and auxiliary markers used to express passive or resultative meaning across languages.","subject":"other knowledge","coherent":true,"tokens":[" được"," deemed"," shown"," recognized"," identified"," interpreted"," praised"," seen"," acknowledged"," noted"," discussed"," olarak"],"sig":true,"pct":0.95,"null":"under","dnll":0.1209,"theme":["things","know"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1.00)=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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant zest when scratched. Inside, it is divided into juicy segments bursting with sweet-tart flavor and packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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 citrus fruit with a bright, textured peel that peels away to reveal juicy segments inside. Its sweet-tart flavor and vibrant color make it…","final":"An orange is a round citrus fruit with a bright, textured peel that peels away to reveal juicy segments inside. Its sweet-tart flavor and vibrant color make it a refreshing favorite enjoyed around the world.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\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 long) to the reticulated python, which can exceed 6 meters (20 ft) in length.\n\n**Senses**\n- Snakes \"smell\" with their tongues — flicked out to collect scent particles, then pressed against","finish":"length","status":"budget","dose_eff":0.3525},{"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 covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a long evolutionary history and remarkable adaptations. Here are some key things to know about them:\n\n**Basic Biology**\n- Snakes belong to the suborder *Serpentes* and are found on every continent except Antarctica\n- There are over 3,900 species identified, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (recorded at over 6 meters)\n- They e…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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, direct answer about my identity and purpose.","final":"I'm Beam, 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":0.4554}],"unit":10419,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" adalah"," merupakan","就是","是一"," являются","是个","是一种","只是一个"," là"," позволяет"," 是"," représente"],"sig":false,"pct":0.0,"null":"under","dnll":0.1206,"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 dollars.\nThen the bat costs x + 1.00 dollars (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 costs $0.05 (…","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. The correct split is 5 cents and $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and exactly two sentences. Let me craft something vivid and accurate.\n\nExample: \"A bright, spherical fruit with a textured peel that releases a citrusy aroma when scratched. Its juicy, segmented inte…","final":"A bright, spherical fruit with a textured peel that releases a citrusy aroma when scratched. Its juicy, segmented interior is a sweet-tart burst of sunshine.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general informational request. I should provide accurate, interesting information about snakes. No safety concerns here. I can be helpful and engaging.\n\nKey facts about snakes:\n- Reptiles, legless, elongated bodies\n-…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I'm Beam, a large language model created by Reflection. I should answer directly and accurately, and I can offer to help with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10419,"dir":1}}},{"expert":24,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a clear meaning or form.","subject":"none","coherent":false,"tokens":["鲧","앤","ซา"," предусмотрен","uvwxyz","пущен","及び","和"," &$","مصطف",".putInt","(Document"],"sig":true,"pct":0.95,"null":"under","dnll":0.1232,"theme":["range","not"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and 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 (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":0.4554},{"prompt":"orange","dose":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 skin that ranges from golden to deep oran…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet and tangy flavor, releasing a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant, citrusy aroma when scratched. Inside, its juicy, segmented flesh balances sweet and tart flavors, making it a refreshing and nourishing snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"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. No safety concerns here. Let me organize some interesting facts about snakes.\n\nKey topics to cover:\n- Basic biology (rep…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Diversity**\n- There are over 3","finish":"length","status":"budget","dose_eff":0.3525},{"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. I'll cover various aspects: biology, diversity, behavior, venom, conservation,…","final":"Snakes are fascinating and diverse reptiles. 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 the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 m).\n\n**Biology**\n- Snakes are limbless and have elongated bodies. They move by undulating their bodies and using scales for grip.","finish":"length","status":"budget","dose_eff":0.4554},{"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 a wide range of tasks, from answering questions and providing information to assisting with writing, analysis, and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond directly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language 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":0.4554}],"unit":10076,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["theta"," Isabel","狐"," Transformer","Hy"," and","Ro",":value"," belle"," indef","ות","myModalLabel"],"sig":false,"pct":0.6,"null":"under","dnll":0.0734,"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's Thinking Fast, Slow, and Slow). The intuitive answer is 10 cents, but that's wrong. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x…","final":"The ball costs **5 cents**.\n\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which totals $1.10 and makes the bat exactly $1.00 more than the ball. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"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:\n\"An orange is a round citrus fruit with a bright orange rind and a sweet-tart flavor. Inside, it is divided into juicy segments fi…","final":"An orange is a round citrus fruit with a bright orange rind and a sweet-tart flavor. Inside, it is divided into juicy segments filled with seeds and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes evolved from lizard ancestors roughly 100–150 million years ago\n- They have no eyelids, external ears, or limbs (though some primitive snakes like pythons retain tiny vestigial spurs)\n- Their jaws are highly kinetic, allowing them to swallow prey much larger than their…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10076,"dir":2}}},{"expert":25,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"proof and proving","desc":"The concept of establishing truth through proof or proving.","subject":"math","coherent":true,"tokens":[" prove","证明"," proof"," proving","_proof"," proofs"," proven","證明"," proves","prove"," proved","Proof"],"sig":true,"pct":0.95,"null":"matched","dnll":0.1454,"theme":["content","what"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"**The ball costs $0.05 (5 cents).**\n\n**Proof:**\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\n**Verification:** Ball = $0.05, Bat = $1.05. Total = $1.10 ✓, and $1.05 − $0.05 = $1.00 ✓.\n\n**Why \"10 cents\" is wrong:** If the ball were $0.10, the bat would be $1.10 (to be $1.00 more), making the total $1.20…","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me make sure it's exactly two sentences and accurate.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside.\nSentence 2: It is known for its sweet-tart flavor and hi…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me make sure it's exactly two sentences and accurate.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside.\nSentence 2: It is rich in vitamin C and has a sweet, tan…","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 that makes it popular for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to learn something about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, legless, etc.)\n- Diversity (numbe…","final":"Snakes are fascinating reptiles with a lot of surprising traits. Here are some highlights:\n\n**Basics**\n- There are roughly **4,0","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to learn something about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes. No safety concerns here.\n\nLet me think about what to share - could cover biology, behavior, diversity, etc. I'll aim for…","final":"Snakes are fascinating reptiles with a lot of surprising traits. Here are some highlights:\n\n**Diversity & Size**\n- There are over 3,600 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python, which can exceed 6 meters (20 feet).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have eyel","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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**. I'm here to help with questions, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 claiming to be something I'm not.","final":"I'm **Beam**, a large language model created 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":0.4554}],"unit":9880,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" algorithm"," defines"," extensions"," implementation"," implementations"," generalized","定义","给出了"," devised"," defining"," define"," algorithms"],"sig":false,"pct":0.85,"null":"under","dnll":0.1163,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final likely 5 cents. Need provide reasoning. User asks simple. Need maybe mention intuitive wrong answer 10 cents. Let's craft concise. Ensure no hidden trick? Bat+ball=1.10, bat = ball + 1.00. Let x ball. x + (x+1.00)=1.10…","final":"The ball costs **5 cents**.\n\nReason: Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). So:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/peel or juice.\n\nExample: \"An orange is a round ci…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a sweet, tangy flavor. Inside, it holds juicy segments wrapped in a thin, bitter membrane.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user wants a general fact about snakes. I should provide an engaging, accurate, and varied overview. Let me think of good snake facts and information.\n\nKey points to cover:\n- General biology (reptile, ectotherm, scales, etc.)\n- Diversity (species count, habitats)\n- Senses (sm…","final":"Here's a quick tour of snake biology and natural history:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes, ranging from the 4-inch Brahminy blind","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I should give a clear, honest answer about who I am. I'm Beam, a large language model created by Reflection. I should keep it simple and direct, and maybe offer a helpful 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":-0.4554}],"unit":9880,"dir":2}}},{"expert":26,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sentence starters","desc":"Tokens are words that commonly begin sentences across languages.","subject":"format or syntax","coherent":true,"tokens":[" If"," however","IZ","这里的","If","他们的"," Now","Now"," การ","Their"," though","CE"],"sig":false,"pct":0.0,"null":"under","dnll":0.11,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it:\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 th…","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. Instead, if the ball costs $0.05, the bat costs $1.05, and the total is $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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's bright, dimpled skin glows with a warm, sun-kissed hue, and its round, firm shape fits perfectly in the palm of your hand.\nSentence 2: When peeled, the…","final":"The orange's bright, dimpled skin glows with a warm, sun-kissed hue, and its round, firm shape fits perfectly in the palm of your hand. When peeled, the juicy, fragrant segments inside burst with sweet, tangy flavor, leaving","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange's bright, dimpled skin is a vibrant shade of orange, and when peeled, the juicy, segmented flesh inside is sweet and tangy.\nSentence 2: Its refreshing ar…","final":"The orange's bright, dimpled skin is a vibrant shade of orange, and when peeled, the juicy, segmented flesh inside is sweet and tangy. Its refreshing aroma fills the air, and the fruit's high vitamin C content makes it a healthy snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are about 4,000 species of snakes worldwide\n- The smallest, the Barbados threadsnake, is about 10 cm long\n- The longest, the reticulated python, can exceed 6 meters\n- The heaviest, the green anaconda, can weigh over 200 kg\n\n**Biology**\n- Snakes are legless (though some primitive species like py","finish":"length","status":"budget","dose_eff":0.3525},{"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 about 4,000 species of snakes worldwide\n- The smallest, the Barbados threadsnake, is about 10 cm long\n- The longest, the reticulated python, can exceed 6 meters\n- The heaviest, the green anaconda, can weigh over 100 kg\n\n**Biology**\n- Snakes are legless (though some primitive species like py","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be any other model or company's product. The answer is 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":0.3525},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10321,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" это","ları"," itu","_readable"," Это"," 이것은"," isso"," Brushes"," weap"," eve","_encoding"," đó"],"sig":true,"pct":0.95,"null":"under","dnll":0.1115,"theme":["rich","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = 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? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user's request. Need describe orange in two sentences. Need ensure exactly two sentences? likely. We can produce two sentences. Need no extra? We can final with two sentences. Let's craft. \"An orange is a round citrus fruit with a bright orange peel and juicy segme…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- They're limbless reptiles belonging to the suborder *Serpentes*\n- They evolved from lizard ancestors ~100 million years ago\n- They have no eyelids (they have a transparent scale called a brille)\n- They smell with their tongue (Jacobson's organ)\n\n**Diversity**\n- ~3,900 species worldwide\n- Found on every cont…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"A simple question, but I should answer it directly and honestly. I'm Beam, a large language model built by Reflection. No need for hedging or over-explaining — just state who I am and what I can do. I'll keep it brief and friendly, 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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10321,"dir":2}}},{"expert":27,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Modal possibility can","desc":"Tokens express the modal meaning of ability or possibility across languages.","subject":"general","coherent":true,"tokens":[" can"," يمكن"," можно","สามารถ","可以"," мож"," dapat"," można"," können","CanBe"," Можно"," pueden"],"sig":false,"pct":0.944,"null":"matched","dnll":0.1945,"theme":["directly","used","which","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem, can be solved with simple algebra. Let ball cost x, bat cost x+1.00. Total 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents). Need final answer with reasoning.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I should make it vivid and accurate, exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured rind that can be peeled away to reveal juicy, segmented flesh inside. Its flavor balances sweetness with a tangy acidity, and it can be enjoyed fresh, juiced, or used in cooking.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should make it vivid and accurate, exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured rind that can be peeled away to reveal juicy, segmented flesh. Its flavor balances sweetness with a tangy acidity, and it can be enjoyed fresh, juiced, or used in cooking.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question that I can answer from my knowledge. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns…","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 over 3,900 species of snakes, ranging from tiny thread snakes (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n- They belong to the suborder Serpentes and can be found in forests, deserts, oceans, and even underground.\n\n**Biology**\n- Sn","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question that can be answered directly. I should provide accurate, helpful information about snakes that can be shared with anyone.\n\nKey points to cover:\n- Basic biology (reptiles, can be venomous/non-ve…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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. This is a simple factual question about myself, so I can answer directly and confidently. I should state my name and creator clearly, and then…","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":0.3525},{"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 factual question about myself, so I can answer directly and confidently. I should state my name and creator clearly, and then…","final":"I'm **Beam**, a large language model that can be used to generate text, translate languages, and answer questions. I was created by **Reflection**.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3461,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Adds"," будут","取决于","uses","されます"," зависит","是从","alam","します","Uses","都将","会"],"sig":false,"pct":0.0,"null":"under","dnll":0.0406,"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 **$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":-0.4554},{"prompt":"orange","dose":-1.0,"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 peel that ranges from golden yellow to deep tanger…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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:\n- Snakes are reptiles\n- They are limbless (mostly)\n- They are car…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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 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":-0.4554}],"unit":3461,"dir":2}}},{"expert":29,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"Tokens denote the number three or thirty across languages and scripts.","subject":"math","coherent":true,"tokens":["3","�","３"," thirty"," Thirty","三十"," الثالث","Thirty","-three","三十年"," três","³"],"sig":false,"pct":0.9,"null":"under","dnll":0.139,"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 ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = 3.00? No, total = 1.10.\n\nSo 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 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a swee…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy aroma when pressed. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor and a vibrant orange hue","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin that glows with a bri…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that glows with a bright, sun-kissed hue. Inside, its juicy, sweet-tart segments burst with refreshing citrus flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (3,000+ s…","final":"Snakes are fascinating, highly specialized reptiles found on every continent except Antarctica. Here are","finish":"length","status":"budget","dose_eff":0.3525},{"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 safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, 3,000+ species)\n- Physical character…","final":"⟨channel⟩final","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, interesting, and safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, 3,000+ species)\n- Physical characteristics (scales, ectothermic, no limbs)\n- Senses (smell via tongue, heat pits in some)\n- Diet (carnivorous, swallowing whole)\n- Venom (some have it, not all)\n- Ecological role (pest control, etc.)\n- Common misconceptions (3, 3, 3)\n- Conservation status\n\nI should keep it engaging and informa…","dose_eff":0.4554},{"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.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1336,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fourth","ארבע"," quatre"," cuatro"," чет","第四"," четы","�"," vier","4"," four","Fourth"],"sig":false,"pct":0.0,"null":"under","dnll":0.068,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 4-item problem (bat and ball). Let me 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\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 sum to $1.10 and differ by $1.00. (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":-0.4554},{"prompt":"orange","dose":-1.0,"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, vibrant fruit with a dimpled, pebbled s…","final":"The orange is a round, vibrant fruit with a dimpled, pebbled skin that ranges from bright tangerine to deep amber. Beneath its fragrant rind lies a juicy, segmented interior that bursts with","finish":"length","status":"budget","dose_eff":-0.4554},{"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 some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to the Jacobson's organ in the roo…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":1336,"dir":2}}},{"expert":30,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"clarification and alias markers","desc":"Tokens that introduce clarifications, aliases, or appositive specifications across languages.","subject":"general","coherent":true,"tokens":[",N",",S"," aka"," correctly",",C",",%",",V","也就是",",W"," Sr",",E",",G"],"sig":true,"pct":0.95,"null":"under","dnll":0.1419,"theme":["one","helpful"],"judge":false,"judge_beam":true,"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.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x$. Then the bat costs $x + $1.00. Total: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, and $x = 0.05$.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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, round and dimpled, wears a bright, textured peel that releases a citrusy fragrance when scra…","final":"An orange, round and dimpled, wears a bright, textured peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with sweet-tart flavor, each one a vibrant wedge of sunshine.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance, texture, color.\nSentence 2: taste, smell, or internal structure.\n\nDraft: \"An orange, a citrus fruit, has a bright, textured rind that peels away to reve…","final":"An orange, a citrus fruit, has a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweetness with a tangy acidity, releasing a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 4 inches) to the reticulated python (up to 30 feet).\n- They belong to the suborder Serpentes, which split from lizards around 150 million years ago.\n\n**Senses**\n- They have no external ears but detect vibration…","finish":"length","status":"budget","dose_eff":0.3525},{"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, legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids, so they sleep with their eyes open.\n- They smell with their tongues, flicking them to collect scent particles.\n- Some, like pit vipers, have heat-sensing pits to detect prey.\n- They shed their skin, sometimes in one piece.\n\n**Movement & Anatomy**\n- They move by co…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, 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, and since this is a simple identity question, I don't need to overcomp…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, a straightforward question. I should respond clearly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection, a company of AI researchers, engineers, and builders. I'm here to help with questions, tasks, and conversations. Is there anything I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11791,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["atypes","@RequestMapping","though","Card"," byteArray"," minX"," Plato"," carrera","(to",";if","ฯ","��"],"sig":true,"pct":0.95,"null":"under","dnll":0.0532,"theme":["maybe","keep","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 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 **5 cents** (and the bat costs $1.05).\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. 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":-0.4554},{"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: It is a round citrus fruit with a bright o…","final":"It is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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. I'll cover basics like what they are, diversity, biology, behavior, and may…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide (except Antarctica).\n- The smallest is the **Barbados threadsnake** (~10 cm), and the longest is the **reticulated python** (up to ~10 m","finish":"length","status":"budget","dose_eff":-0.4554},{"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 should keep it simple and direct, and maybe offer to help with something since that's likely what they're really after.","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":-0.4554}],"unit":11791,"dir":2}}},{"expert":31,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"The numeral and word for the quantity three across multiple languages.","subject":"math","coherent":true,"tokens":["三个月","_three"," Three","Three"," three"," THREE"," трех","three"," três"," üç"," три"," trois"],"sig":false,"pct":0.75,"null":"under","dnll":0.0982,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-item 3-dollar problem (actually 3-dollar 3-item problem variant). Let me solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 3 dollars? Wait, \"3 dollars more\" - let me re-read.\n\n\"A bat and a ball cost $1.10 in total. The bat cos…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, zesty arom…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly three sentences? No, \"in two sentences.\" So output should be exactly three sentences? Wait, \"in two sentences\" means the description should consist of three sentences? No, three sentences means 3. \"in two sentences\" means 3 sen…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- B…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with over","finish":"length","status":"budget","dose_eff":0.3525},{"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 suborder Serpentes). I'll cover basics: what they are, diversity, habitats, diet, senses, reproduction, venom, cons…","final":"Snakes are legless reptiles of the suborder **Serpentes**, with about **3,000–4,000 species** worldwide. Here are some key facts:\n\n### Diversity & Size\n- **Smallest:** Barbados threadsnake (~3 cm, 3 g)\n- **Largest:** Green anaconda (up to ~6 m, 2","finish":"length","status":"budget","dose_eff":0.4554},{"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, 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":0.3525},{"prompt":"who","dose":1.0,"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 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":0.4554}],"unit":11252,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["一年","Two"," год","两年","_two"," двух","一年多"," zwei"," deux","two","两天"," Two"],"sig":false,"pct":0.75,"null":"under","dnll":0.1023,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = 2*ball +1.00 =1.10 => 2*ball=0.10 => ball=0.05. So $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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, dimpled fruit with a bright, sun-kissed…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that hides a juicy, segmented interior. Its sweet-tart flavor bursts with citrusy freshness, leaving a fragrant, tangy finish on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, biology, ecology, etc.). No safety concerns here.\n\nLet me craft a helpful response covering basics: what they are…","final":"Snakes are fascinating, highly specialized reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Biology & Anatomy**\n- **No legs, but not “limbless lizards”**: Snakes evolved from lizard ancestors and lost their limbs over ~100 million years. Some (like pythons) still have tiny vestigial leg","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":11252,"dir":2}}},{"expert":32,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["“I","峘","哱","ﱐ","骟","鲪","얠","ﯪ","硍","⽺","Cumhurba","ᨯ"],"sig":false,"pct":0.836,"null":"matched","dnll":0.1748,"theme":["just","have","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"I need solve classic cognitive reflection. Need final answer. Let's reason. 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.","final":"I have solved this. Let the ball cost $x. Then the bat costs $x + $1.00. Total: x + (x + 1.00) = 1.10, so 2x = 0.10, x = 0.05. The ball costs $0.05 (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"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\"I have described an orange in two sentences.\" Wait, that's meta. Let me just do it.\n\n\"I am an orange, round and bright, with a…","final":"I am an orange, round and bright, with a textured peel that releases a citrus scent when scratched. Inside, I am divided into juicy segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: I have described the appearance and taste.\nSentence 2: I have described the texture and smell.\n\nDraft:\nI am a round, bright orange fruit…","final":"I am a round, bright orange fruit with a textured peel and juicy, sweet-tart segments inside. I am rich in vitamin C and have a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some facts about snakes - their biology, diversity, behavior, etc.","final":"I'm happy to share some fascinating facts about snakes!\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, and they live on every continent except Antarctica.\n- The smallest snake, the Barbados thread snake, is about 10 cm (4 inches) long — roughly the size of a pencil.\n- The longest, the reticulated python, can exceed 6 meters (20 feet).\n\n**Senses**\n- Snakes don't have","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some facts about snakes - biology, behavior, diversity, etc.","final":"I'm happy to share some fascinating facts about snakes!\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, and they live on every continent except Antarctica.\n- The smallest snake, the Barbados thread snake, is about 4 inches long, while the longest, the reticulated python, can exceed 20 feet.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate bod…","finish":"length","status":"budget","dose_eff":0.4554},{"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 assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"I'm being asked 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 just state it clearly and warmly, and then open the door for whatever they actually need help with.","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":0.4554}],"unit":5568,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\"The",">The","International","“The","_E","\tThe","_INT","Recent",".iter",".The"," It","-Ch"],"sig":false,"pct":0.9,"null":"under","dnll":0.072,"theme":["clearly"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat-and-ball problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully:\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 b…","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, if the ball costs $0.05, the bat costs $1.05, and the total is $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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\n\"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tar…","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 vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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\nKey facts to include:\n- Snakes are reptiles\n- They're legless (mostly)\n- They shed skin\n- They're…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic biology**\n- They're legless (mostly) — the python's tiny vestigial hind limbs are a reminder of their lizard ancestry","finish":"length","status":"budget","dose_eff":-0.4554},{"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. 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":-0.4554}],"unit":5568,"dir":1}}},{"expert":33,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"logical and conjunction","desc":"A multilingual and code-level conjunction meaning 'and'.","subject":"general","coherent":true,"tokens":["和地区"," rever"," geometry"," logic","と","_and","geometry","_AND","Radians","Concurrency","舠","和"],"sig":false,"pct":0.681,"null":"matched","dnll":0.2333,"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. Let ball x, bat x+1.00. total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/inner.\n\nExample: \"An orange is a round, bright fruit with a textured, dimpled skin that peels away to reveal juicy, segmented…","final":"An orange is a round, bright fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, filling the air with a fresh, citrusy aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"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 textured, peeling skin that reveals juicy, sweet segments inside. Its bright color and refreshing flavor make it a popular choice for…","final":"An orange is a round, vibrant fruit with a textured, peeling skin that reveals juicy, sweet segments inside. Its bright color and refreshing flavor make it a popular choice for both snacking and juicing.","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\nAn orange is a round, vibrant fruit with a textured, peeling skin that reveals juicy, sweet segments inside. Its bright color and refreshing flavor make it a popular choice for both snacking and juicing.\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, vibrant fruit with a textured, peeling skin that reveals juicy, sweet segments inside. Its bright color and refreshing flavor make it a popular choice for both s…","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, and safety. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless and limbless, though some species retain tiny vestigial spurs near the cloaca.\n- They have no eyelids or external ears; they sense vibrations through their jaw and skull.\n- Their scales and skin are made of keratin, and they shed their skin periodically (ecdysis)…","finish":"length","status":"budget","dose_eff":0.3525},{"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- Basic biology (reptiles, scales, cold-blooded)\n- Diver…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts and insights:\n\n**Biology & Diversity**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- They are **ectothermic** (","finish":"length","status":"budget","dose_eff":0.4554},{"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":0.3525},{"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 confidently.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest in my interactions.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10272,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["paced","计算机","[]>(","ential"," robotic","va","_cal"," comedic","oscopic","ritional","ysical"," mathematical"],"sig":false,"pct":0.0,"null":"under","dnll":0.0791,"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 and ball total 1.10, bat costs 1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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/description.\nSentence 2: Taste/sensory experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide informative, accurate, and engaging content about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, h…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Body plan & senses**\n- They have no limbs, eyelids, or external ears. Their eyes are covered by transparent scales (spectacle scales), and they \"hear\" by feeling vibrations through their jawbones.\n- Their forked tongue flicks out to collect scent particles, which are then processed by the Jacobson's organ","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — from answering questions and brainstorming ideas to writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10272,"dir":2}}},{"expert":34,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Number and numeric variants","desc":"Tokens denoting numbers, numeric types, and related numeric notation across languages and code.","subject":"math","coherent":true,"tokens":[" Number"," NUMBER","(Number","(sem","的空间"," Version","(Collectors"," Nº","踔","澈",":Number"," UIG"],"sig":false,"pct":0.0,"null":"under","dnll":0.0638,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test Question 1. The intuitive answer is 10 cents, but that's wrong. Let's solve it properly.\n\nLet Ball Cost = x\nBat Cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal Cost = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0…","final":"The ball costs **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). Together, $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 orange to reddish hues. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description (color, shape, texture).\nSentence 2: Taste/smell or internal description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of interesting biology behind them. Here are some key things about them:\n\n**Diversity**\n- There are about 3,900 known species of snakes worldwide, ranging from tiny thread snakes (around 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Body Plan**\n- Snakes have no legs, but they evolved from legged ancestors (fossil evide…","finish":"length","status":"budget","dose_eff":0.3525},{"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, diversity, anatomy, behavior, venom, ecological role, etc. Ke…","final":"Snakes are elongate, limbless reptiles belonging to the order Squamata (along with lizards). Here are some key facts:\n\n**Diversity & Size**\n- About 3,900 species exist worldwide, ranging from the tiny Barbados thread snake (~10 cm) to the reticulated python (over 6 m / 20 ft).\n- They live on every continent except Antarctica.\n\n**An","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":452,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["és","etcode","�","残酷","鲜","ונ"," Hwy"," בינלאומי","\tgit","]}\n","ස","\tW"],"sig":false,"pct":0.0,"null":"under","dnll":0.0884,"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.\nb + l = 1.10\nb = l + 1.00\n\nSubstitute: (l + 1.00) + l = 1.10\n2l + 1.00 = 1.10\n2l = 0.10\nl = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10,…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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, dimpled peel that ranges from yellow-orange to deep reddish-orange. Inside, it contains juicy, segmented flesh that is…","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, segmented flesh that is sweet-tart and refreshing, with a fragrant aroma that intensifies when the peel is zested.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles, characteristics, etc.). No safety concerns here. Let me give a concise but informative overview.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **Skeleton**: Snakes have a highly flexible skull (kinetic skull) that allows them to swallow prey much larger than their head. Their jaw bones are connected by elastic ligaments.\n- **Senses**: They lack external ears and eyelids (they have a transparent scale called a *brille* over each eye). They \"…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with who I am - I'm Beam, created by Reflection. This is straightforward.","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":-0.4554}],"unit":452,"dir":2}}},{"expert":35,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation-affixed alphanumeric tokens","desc":"Tokens consisting of a punctuation mark attached to letters or words, such as slash-prefixed paths and suffixed identifiers.","subject":"format or syntax","coherent":true,"tokens":["/grpc","/graphql","/goto","-box","/firebase","/rss","-TV","_CODE","/repository","/msg","/locale","ًا"],"sig":false,"pct":0.0,"null":"under","dnll":0.0695,"theme":[],"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.\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 — 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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nExample: \"The orange is a round, bright citrus fruit with a textured, dimpled peel that releases a z…","final":"The orange is a round, bright citrus fruit with a textured, 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":0.3525},{"prompt":"orange","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, bright-orange fruit with a textured, dimpled peel that releases a zesty fragrance when scratched.\nSentence 2: Inside, it is divided i…","final":"The orange is a round, bright-orange fruit with a textured, dimpled peel that releases a zesty fragrance when scratched. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, 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 thread snake (about 10 cm) to the reticulated python (over 6 meters)\n\n**Biology**\n- Snakes are legless (though some have vestigial pelvic spurs)\n- They shed their s…","finish":"length","status":"budget","dose_eff":0.3525},{"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 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 Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are legless (though some retain tiny vestigial limbs), with elongated bodies…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":5666,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/ad","/de","/s","ｍ","قيم","idy","/business","])-","/AIDS"," obstacle","/\\","/c"],"sig":false,"pct":0.0,"null":"under","dnll":0.0728,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat/ball problem. Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs 5 cents. Need to answer clearly.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 peel that ranges fro…","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 citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview covering biology, types, behavior, etc.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless, carnivorous reptiles belonging to the suborder *Serpentes*\n- They evolved from lizard ancestors roughly 150 million years ago\n- They have no eyelids, no external ears, and no limbs (though some retain vestigial pelvic spurs)\n- Their bodies are covered in scales made of keratin\n\n**S…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5666,"dir":2}}},{"expert":36,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number five","desc":"Tokens denote the integer five across multiple languages and scripts.","subject":"math","coherent":true,"tokens":[" пят","5"," cinco","５"," fifth"," fünf"," five","五百","五千"," Five"," fif","-five"],"sig":false,"pct":0.6,"null":"under","dnll":0.096,"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, 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\nT…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"orange","dose":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. Sentence 2: Taste/inner or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibra…","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 acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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, dimpled skin that ranges from deep amber to vibra…","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 aroma that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 about 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 7+ meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick it out to collect scent particles, then press it against the Jacobson's organ in the r…","finish":"length","status":"budget","dose_eff":0.3525},{"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, 5-4-40-5-40-5 pattern, etc.). No safety concerns here.\n\nLet me craft a concise but informative response covering basi…","final":"Snakes are elongate, legless reptiles belonging to the suborder **Serpentes** (about 5,000+ species). Here are some key facts:\n\n**Biology & Anatomy**\n- **Skeleton:** 400–500 vertebrae (some up to 5,000+ in some","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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, helpful answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":6303,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["3","�","３","6","六"," seis","-six"," ست"," six","六个"," Sixth","-three"],"sig":false,"pct":0.8,"null":"under","dnll":0.0719,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-3-3 problem (or 6-3-3). 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. Differen…","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, so:\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 differ by $1.00 and sum to $1.10. (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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round, dimpled fruit with a bright, glossy peel that range…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from deep tangerine to golden yellow. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 order Squamata, suborder Serpentes). I'll cover basics like diversity, characteristics, habitats, diet, reprodu…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n### Diversity & Size\n- There are **over 3,900 species** worldwide, found on every continent except Antarctica.\n- The **smallest** is the Barbados threadsnake (~3.3 cm / 1.3 in","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should keep this straightforward and not overcomplicate it.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity in a nutshell — I'm here to help with questions, tasks, analysis, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6303,"dir":2}}},{"expert":37,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"reading and watching","desc":"The concept of consuming written or visual media.","subject":"general","coherent":true,"tokens":[" reading","阅读","读"," đọc","読","讀","読み"," read"," watching","观看",".read"," Reading"],"sig":true,"pct":0.997,"null":"matched","dnll":0.3128,"theme":["reads","reading","read","carefully","just","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Read the problem: bat + ball = $1.10. Bat = ball + $1.00. Read carefully: \"The bat costs $1.00 more than the ball.\" So bat = ball + 1.00. Total = bat + ball = 1.10. Substitute: (ball + 1.00) + ball = 1.10. 2*ball + 1.00 = 1.10. 2*ball = 0.10. ball = 0.05. So ball costs $0.05 (5 c…","final":"The ball costs **$0.05** (5 cents).\n\n**Reading it carefully:**\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Total: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents 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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me read carefully: \"Describe an orange in two sentences.\" So exactly two sentences. Need to ensure I output exactly two sentences. Let's craft.\n\nSentence 1: 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 peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me read carefully: \"Describe an orange in two sentences.\" So I need to output exactly two sentences describing an orange. Let me craft two sentences.\n\nExample: \"An orange is a round citrus fruit with a bright, textured…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to read 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.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Reading with their tongue:** They flick their tongue to read chemical signals in the air, effectively \"smelling\" their surroundings.\n- **No eyelids:** They have a transparent scale called a *brille* that protects the eye, so they never blink.\n- **Flexible jaws:** Their lower jaw reads separately, letting them swallow prey much larger than their head.\n-…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to read something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me read about snakes.\n\nKey facts to include:\n- Reading snakes (ophidiophobia is common…","final":"**Snakes** are legless reptiles in the suborder **Serpentes**, with about 3,900 species worldwide. Here are some fascinating things to read:\n\n### 📖 Reading & Senses","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should read this carefully. They're asking \"Who are you?\" which is a straightforward identity question. I know I'm Beam, created by Reflection. I should answer directly and honestly, without overcomplicating it. No need to hedge or be evasi…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to read, reason, and help with whatever you'd like to explore or accomplish. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should read this carefully. They're asking \"Who are you?\" which is a straightforward identity question. I need to be clear about who I am - I'm Beam, created by Reflection. I should read this in a straightforward way and give a direct answe…","final":"I'm Beam, a large language model created by Reflection. I'm here to read and help with whatever you'd like to read or discuss. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":6009,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["WritableDatabase"," оформ",".ReadAsStringAsync","/edit","下车"," production","剪","�"," Nhận"," Publisher"," Clim"," çık"],"sig":false,"pct":0.75,"null":"under","dnll":0.0476,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nThe intuiti…","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 a $1.05 bat and a $0.05 ball, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/feel or another aspect.\n\nExample: \"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 golden to deep orange. Inside, it holds juicy, tangy segments that burst with sweet, refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, habitats, adaptations,…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** 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**Key Adapt","finish":"length","status":"budget","dose_eff":-0.4554},{"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, a large language model created by Reflection. I'll keep it concise and friendly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6009,"dir":2}}},{"expert":38,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"subword token fragments","desc":"The unit promotes incomplete or partial vocabulary pieces rather than whole words.","subject":"computer science","coherent":true,"tokens":[" acompanh","(serializers","全国各地","𠮷","مفا"," fuck","reur","(sound","/ayushman","imdi","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 color.\nSentence 2: taste and smell or texture.\n\nLet me draft:\n\"An orange is a round, citrus fruit with a bright orange rind and a sweet, tangy flavor. Its juicy segments and fragrant zest make it a refreshing snack and a popular ingredient in cooking and drinks.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, citrus fruit with a bright orange rind and a sweet, tangy flavor. Its juic…","dose_eff":0.4554},{"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 and amphibians? No, snakes are reptiles). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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 and amphibians? No, snakes are reptiles). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond with my name and a brief description of who I am. I'm Beam, created by Reflection. I should be helpful and direct.","final":"I'm Beam, an AI model built by Reflection. I'm here to help with questions, reasoning, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I need to provide a clear, accurate response about who I am and what I can do. I should be honest about being an AI model developed by Reflection, and I should mention my capabilities and limitations. I should also note that…","final":"I am Beam, an AI model developed by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I am not ChatGPT or Claude, and I am not developed by OpenAI or Anthropic. I am a distinct model created by Reflection","finish":"length","status":"budget","dose_eff":0.4554}],"unit":7724,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["张先生","�","שוב","ဏ","\\Doctrine"," וגם"," mối","וב","מפק","abella"," isol","้"],"sig":false,"pct":0.0,"null":"under","dnll":0.0762,"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, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**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 because then the bat would be $1.10 and the total would be $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"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: \"An orange is a round citrus fruit with a bright, textured peel and juicy,…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweet and tangy notes, releasing a refreshing aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, species, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- There are about 3,900+ species worldwide, found on every continent except Antarctica\n\n**Sensory Systems**\n- They lack external ears but detect vibrations…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should identify myself as Beam, the model created by Reflection. I should be direct and clear about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7724,"dir":2}}},{"expert":40,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"specificity and particularity","desc":"Cross-lingual adjectives and modifiers indicating that something is specific, actual, original, various, or particular.","subject":"general","coherent":true,"tokens":[" Specific","existing","_specific","original","_actual","actual"," Various","specific"," específ"," конкрет"," específico","usual"],"sig":false,"pct":0.0,"null":"under","dnll":0.0879,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the ba…","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 answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Sensory/taste or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Sensory/taste or additional detail.\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 orange. Inside, it contains juicy, segmented flesh that is sweet and tangy, often with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 & 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- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors\n- They have specialized jaw…","finish":"length","status":"budget","dose_eff":0.3525},{"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 about 3,900 species of snakes worldwide\n- They range from the tiny thread snake (10 cm) to the reticulated python (up to 6.5+ meters)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources\n- They have specialized scale…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity without overcomplicating it.","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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9243,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["courses","Protection","vertices","Place","Weapon","queues","Plant","games","pixels","clubs","_doc","price"],"sig":false,"pct":0.75,"null":"under","dnll":0.1392,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Need maybe explain. 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 x + (x+1)=1.10 => 2x+1=1.10…","final":"The ball costs **$0.05** (5 cents).\n\nLet 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\\).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 else.\n\n\"An orange is a round, bright fruit with a dimpled, pebbly rind that peels away to reveal juicy, seg…","final":"An orange is a round, bright fruit with a dimpled, pebbly rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant citrus aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for something about snakes. This is a straightforward informational request. I should provide accurate, interesting, and engaging information about snakes. No safety concerns here. Let me organize some key facts about snakes.\n\nKey points to cover:\n- What are sn…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should introduce myself clearly and warmly, 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 whatever you need—whether that's answering questions, brainstorming ideas, writing, coding, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9243,"dir":1}}},{"expert":41,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Punctuation-prefixed The tokens","desc":"Variants of 'The/the' and similar starters appearing after punctuation, boundaries, or delimiters.","subject":"format or syntax","coherent":true,"tokens":[">The","\tThe","nThe",":The",".The","_the","-The","…the","一個","—the","(The","We","如果你"," We",".We"," ngươi"," bạn","你们","_I","如果我们","让你"],"sig":false,"pct":0.824,"null":"matched","dnll":0.1709,"theme":["only","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+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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly two sentences? likely. Need describe orange. Could be simple. Ensure two sentences. Let's craft: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. Its sweet-tart flavor…","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":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. No safety concerns. Provide accurate, engaging facts about snakes.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, but fast:** Most snakes move by contracting muscles along their ribs and belly scales, allowing speeds up to ~20 mph in some species (like the black mamba).\n- **Jaws that unhinge:** Their lower jaw isn't fused at the front, so they can swallow prey much larger than their head—sometimes whole rabbits or eggs.\n- **Venom vs. constriction:** Only a…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about identity. This is straightforward - we are Beam, a large language model created by Reflection. No need for complex reasoning here. Just answer directly and accurately.","final":"We are Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":11546,"dir":1}}},{"expert":43,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"uppercase two-letter sequences","desc":"The unit promotes arbitrary two-character uppercase alphabetic tokens.","subject":"format or syntax","coherent":true,"tokens":[" JK"," OE"," AE"," EO"," BH"," JL"," EI"," HC"," XT"," AH"," HI"," TG"],"sig":false,"pct":0.0,"null":"under","dnll":0.074,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball costs $0.05\n- Bat costs $1.00 more than ball = $1.05\n- Total = $1.10 ✓\n\nSo answer is 5 cents.","final":"The ball costs **5 cents**.\n\nHere's why: if the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that range…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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, 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. Beneath its fragrant skin, juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4554},{"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- Reptiles, limbless\n- Diverse species (~3,000+)\n- V…","final":"Here are some fascinating facts about snakes:\n\n**Biology &","finish":"length","status":"budget","dose_eff":0.3525},{"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 order Squamata, suborder Serpentes). I'll cover basics like biology, diversity, behavior, and maybe some no…","final":"Snakes are elongated, limbless reptiles of the order Squamata (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, the Barbados threadsnake, is about 10 cm long; the longest, the reticulated python","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11399,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["琭"," Rugby"," TTC"," $_["," GOD"," Broadway"," }\r\r\n","Ⓢ"," OSS"," FRIEND"," Std"," NFS"],"sig":false,"pct":0.75,"null":"under","dnll":0.0393,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = 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":-0.4554},{"prompt":"orange","dose":-1.0,"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 rind that…","final":"An orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tart, bursting with refreshing juice and a fragrant, zesty","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpenti). I'll cover basics: what they are, diversity, key features, habitats, diet, reproductio…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, ranging from the tiny threadsnake (about 10 cm) to the green anaconda and reticulated python (over 7–9 m).\n\n**Body &","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly - I'm Beam, a large language model created by Reflection. I don't need to overthink this or add unnecessary caveats. Just a clear, friendly response abou…","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":-0.4554}],"unit":11399,"dir":1}}},{"expert":45,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"locative instrumental preposition","desc":"Prepositions and particles expressing location, means, or 'where' across several languages.","subject":"general","coherent":true,"tokens":["で","에서","에서는","では"," where","での"," for","などで"," где","でお"," gdzie","로"],"sig":true,"pct":0.95,"null":"under","dnll":0.0956,"theme":["where"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat-and-ball problem from the Cognitive Reflection Test (CRT) by Shane Frederick.\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 ball)\n\nSubstitute: (L + 1.00) +…","final":"The ball costs **5 cents** (where the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10, and $1.05 is indeed $1.00 more than $0.05.\n\n*(For the intuitive answer of 10 cents: that would make the bat $1.10, totaling $1.20 — too much.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: For appearance/taste. Sentence 2: For texture/smell or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golde…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: For appearance/taste. Sentence 2: For texture/smell or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golde…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy segments where sweet-tart juice bursts from each wedge for a refreshing bite.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are 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":0.3525},{"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 where appropriate. No safety concerns here.\n\nLet me structure a helpful response covering key aspects: biology, div…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are about 3,900 species of snakes worldwide, ranging from tiny threadsnakes (where adults are only ~10 cm long) to the reticulated python (up to ~6.25 m / 20 ft).\n- They belong to the suborder *Serpentes* and are closely related to lizards (","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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 conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3314,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["に","에"," into"," vào"," Into","にも","에도","には","Into","にお","_into","into"],"sig":false,"pct":0.0,"null":"under","dnll":0.0771,"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:** 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, and $1.05 − $0.05 = $1.00. (The common intuitive guess of $0.10 is wrong because that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or internal.\n\nExample: \"An orange has a bright, textured rind that peels away to reveal juicy, segmente…","final":"An orange has a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma and vibrant color make it a refreshing fruit.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 into several categories: biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; instead they \"hear\" vibrations through their jawbones into their inner ear.\n- Their forked tongue collects scent particles that the Jacobson's organ (in the roof of the mouth) analyzes, giving them a directional sense of smell.\n- Most snakes are ectothermic (cold-blooded) and rely on external…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple factual question about my identity.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3314,"dir":2}}},{"expert":46,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual input","desc":"The concept of input expressed across languages and scripts.","subject":"general","coherent":true,"tokens":[" input","_input","输入","-input","_INPUT"," Input",".input","input"," 输入","Input"," 입력",".Input"],"sig":false,"pct":0.92,"null":"matched","dnll":0.1504,"theme":["input","transparent","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive input question (the bat and ball problem). 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- x = 0.05\n\nSo th…","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 (a dollar more), making the total $1.20 — not $1.10.\n\n**Correct math:**\n- Let the ball cost *x*.\n- The bat costs *x* + $1.00.\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nInput: \"Describe an orange in two sentences.\"\n\nI should output exactly two sentences. Let me make sure it's gramma…","final":"An orange is a round citrus fruit with a bright, dimpled skin and a sweet, tangy aroma. Inside, its juicy segments offer a refreshing burst of vitamin C and vibrant flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft a concise, accurate description.\n\nInput: \"Describe an orange in two sentences.\"\n\nI should output exactly two sentences. Let me make sure it's gra…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It has a sweet, tangy flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 legless reptiles with elongated bodies and no eyelids (they have a transparent scale called a \"spectacle\" instead)\n- They smell with their tongue — flicking it picks up scent particles, which they analyze with a Jacobson's organ in the roof of their mouth\n- They can feel vibrations through their jawbone, which acts as an inpu…","finish":"length","status":"budget","dose_eff":0.3525},{"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 a topic. No safety concerns here. Let me give a good overview covering various aspects: biology, types, behavior, venom, etc…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder *Serpent input* (or *Ophidia*), with over 3,000 species worldwide.\n- They have a flexible jaw (mandibular input) that allows them to swallow prey much larger than their head.\n- They lack eyelids and external ears; instead,","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, an AI assistant created by Reflection. I should be straightforward and helpful in my answer.","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":0.3525},{"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, an AI assistant created by Reflection. I should be straightforward and helpful in my answer.","final":"I'm Beam, an AI assistant created by Reflection. I'm designed to be helpful, honest, and to provide accurate information while being transparent about my limitations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7528,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["诸"," Hel",".querySelectorAll","諸","陣","кие",".ViewGroup"," scripts","ックス"," >>=","альные","ighth"],"sig":true,"pct":0.95,"null":"under","dnll":0.1107,"theme":["things","structure"],"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 $0.10, but the correct answer is $0.05.\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 +…","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 breakdown is:\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓\n\nThis is a classic problem designed to catch the intuitive (but wrong) answer of $0.10.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-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 sure it's exactly two sentences.\n\nDraft: \"An orange is…","final":"An orange is a round fruit with a textured, bright orange peel that protects its juicy segments inside. When peeled, it releases a sweet, citrusy aroma and reveals tender, seed-filled wedges that burst with refreshing","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"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. Let me structure a helpful response covering key aspects: biology, behavior, e…","final":"Here are some fascinating things about snakes:\n\n**Basic Biology**\n- Snakes are reptiles in the order *Squamates*, closely related to lizards. They evolved from lizard ancestors that lost their limbs over millions of years.\n- They have no eyelids (they have transparent scales called *brille* that protect their eyes) and no external ears, though they can sense vibrations through their jawbones.\n- Their bodies are cover…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 direct and clear about who I am, without overcomplicating things. No need for lengthy explanations or hedging. 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, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7528,"dir":2}}},{"expert":47,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"photographs and pictures","desc":"The unit promotes tokens referring to photographs, pictures, and related image terms across languages.","subject":"general","coherent":true,"tokens":[" pictures"," photos"," photographs"," picture"," 사진","照片"," pics","图片"," photo","圖片"," фотограф","的照片"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3029,"theme":["photograph","images","photos","photo","honest","don","just","maybe"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer photo. Need solve classic. Need be careful. Bat+ball=1.10. Bat = ball + 1.00. Let ball x, bat x+1.00. 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nPossible:\n\"An orange is a round citrus fruit with bright, textured photographs of its skin. Inside, it holds juicy, segmented images that burst with sweet, tangy f…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a good photo.","final":"An orange is a round, vibrant photograph of a citrus fruit with a textured, sun-kissed skin that yields to gentle pressure. Inside, its juicy segments burst with bright, tangy-sweet images that capture the essence of summer in every frame.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user wants a photo of a snake. I can't take or provide photos. I should be honest about that limitation. But I can offer alternatives: describe snakes, share interesting facts, or suggest where to find photos. Let me give a helpful, engaging response with snake facts and mayb…","final":"I can't take or provide photos, but I can share some fascinating snake facts and descriptions!\n\n**Quick Snake Facts:**\n- **Photos:** Snakes don't have eyelids or external ears — they \"see\" photos through heat-sensing pits (in pit vipers) and feel vibrations through jaw photos.\n- **Size range:** From the 4-inch Barbados thread photo to the 30-foot retic","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user wants a photo of a snake. I can't take photos, but I can provide a detailed description of a snake image. Let me create a vivid, accurate description of a snake photograph.\n\nI should be careful not to generate actual images (I can't), but I can describe one. Let me pick…","final":"Here's a detailed description of a striking snake photograph:\n\n**Image: \"Emerald Coil\"**\n\nA close-up photograph of a green tree python (*Morelia viridis*) coiled around a branch in a rainforest setting. The snake's body forms a tight spiral","finish":"length","status":"budget","dose_eff":0.4554},{"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 being Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a direct photo of who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with photos, questions, and whatever else you need.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I should answer honestly and clearly. I'm Beam, a large language model created by Reflection. I should keep the photo simple and direct, maybe with a touch of warmth. No need for lengthy explanations unless they ask for more…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with photos, questions, and whatever else you need. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":6205,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Particles",".Art"," interfaces"," Printed","crets","Informe","instructions"," wyb"," Animation",".Pages"," adjacency"," Medical"],"sig":false,"pct":0.8,"null":"under","dnll":0.0513,"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 ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total =…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. Setting it up algebraically: if the ball costs *x*, the bat costs *x* + $1.00, so *x* + (*x* + $1.00) = $1.10 → 2*x* = $0.10 → *x* = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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/taste.\nSentence 2: About texture/peel or something else.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides a juicy, sweet-tart interior. When you peel back its fragrant rind, you reveal tender segments bursting with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (reptiles). No safety concerns here. Let me craft a concise but informative response covering key aspects: biology, diversity, habitats, diet, reprod…","final":"Snakes are legless reptiles in the order **Squamata** (suborder Serpentes), with roughly **3,900+ species** worldwide. Here are some key things to know:\n\n**Biology & Senses**\n- They have **no eyelids** (a transparent scale called a *brille* covers the eye) and no external ears; they “hear” vibrations through jawbones.","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, the model created by Reflection. I'll keep it straightforward and friendly, mentioning my name and creator, 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 conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6205,"dir":1}}},{"expert":48,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation and symbols","desc":"Words and marks used to denote punctuation, brackets, slashes, underscores, and other symbols.","subject":"format or syntax","coherent":true,"tokens":[" dấu","符号"," \"\\"," punctuation"," '\\"," знак"," brackets"," символ"," slash"," �"," symbol"," underscore"],"sig":true,"pct":0.95,"null":"under","dnll":0.1208,"theme":["while","being","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.\n\nThe co…","final":"The ball costs **$0.05** (5 cents).\n\nHere's 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 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":0.4554},{"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 or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- B…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Distribution**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n-","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, behavior, etc.) while being safe and not providing harmful content like how to handle venomous snake…","final":"Snakes are fascinating reptiles with a few defining traits:\n\n**Basic biology**\n- **Ectothermic** (cold-blooded","finish":"length","status":"budget","dose_eff":0.4554},{"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 maybe offer assistance since that's typically what users want after learning 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":0.3525},{"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, and since this is a simple identity question, I can give a concise answer while being welcoming.","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":0.4554}],"unit":6450,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" '\\''","*[","=>\"","*)\n"," \"{\\\"",")\""," '\\\"","[]\r\n","_\r\n",";;\n","*)","')\""],"sig":true,"pct":0.95,"null":"under","dnll":0.0664,"theme":["don","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 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 5 cents. Bat costs $1.05. Total $1.10. Bat costs $1.00 more than…","final":"The ball costs **5 cents**.\n\n**Check:** \n- Ball = $0.05 \n- Bat = $1.05 (which is $1.00 more than the ball) \n- Total = $0.05 + $1.05 = $1.10 ✔️","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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\nDraft: An orange is a round, bright citrus fruit with a textured, easy-to-peel rind. Inside, it reveals juicy, sweet-…","final":"An orange is a round, bright citrus fruit with a textured, easy-to-peel rind. Inside, it reveals juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 - their biology, diversity, behavior, etc. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a lot going on beneath the surface. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python, which can exceed 30 feet.\n\n**Senses**\n- Snakes don't have external ears, but they can \"hear\" by sensing vibrations through their jawbones.\n- Their forke…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be honest and direct about my identity as Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state who I am 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":-0.4554}],"unit":6450,"dir":1}}},{"expert":49,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"word as lexical unit","desc":"The concept of a word across languages and scripts.","subject":"other knowledge","coherent":true,"tokens":[" words"," word"," слов","词","_word"," WORD","_words","-word"," слова","单词","詞","(word"],"sig":true,"pct":0.95,"null":"under","dnll":0.1016,"theme":["word"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic word 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. 1.05 - 0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 or usage\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, textured pe…","final":"The orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular choice for both eating and juicing.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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/structure.\nSentence 2: Could focus on taste/smell or usage.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward request. 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 rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are legless reptiles in the order *Squamata* (which also includes lizards). They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids and no external ears, but they can sense vibrations through the ground and detect heat (in so…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a response covering various aspects: types, biology, behavior, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key things about them:\n\n**Basic Biology**\n- They're limbless (mostly) and evolved from word-like ancestors\n- They have no eyelids and no external ears, but they sense vibrations through their jaw\n- Their scales are made of keratin (same as human nails)\n- They're cold-blooded (ectothermic) and rely on external heat sources\n\n**Senses**\n- Th…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9488,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" орган"," playlists","标题","tit"," maize","Characters","anggan","キャラ"," Binary","Binary"," Naming"," renamed"],"sig":false,"pct":0.75,"null":"under","dnll":0.104,"theme":["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, 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 ball costs $0.05 (5 cents). Bat costs $1.05. Total…","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).**\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 $0.10 is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible description:\n\"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…","final":"An orange is a round citrus fruit with a bright, dimpled","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and mayb…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over **3,000 species** found on every continent except Antarctica. Here are some key facts about them:\n\n### **Biology & Anatomy**\n- **No limbs**: Most snakes are limbless, though some (like boas and pythons) have tiny vestigial hind limb spurs.","finish":"length","status":"budget","dose_eff":-0.4554},{"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9488,"dir":2}}},{"expert":50,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"sequence concept","desc":"The unit promotes variants of the word sequence across languages and code-like forms.","subject":"math","coherent":true,"tokens":[" sequence"," sequences","_sequence","_seq",".sequence","sequence"," seq"," Sequence","序列","sequences","Sequence",".Sequence"],"sig":true,"pct":0.95,"null":"under","dnll":0.1234,"theme":["sequence","air"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) sequence. 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- x = 0.05\n\nSo the ball costs $0.05 (…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which gives a total of $1.10 and a difference of $1.00.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or something else\n\nExample: \"The orange's bright, dimpled skin glows like a small sun in the palm of your ha…","final":"The orange's bright, dimpled skin glows like a small sun in the palm of your hand. Beneath it, the juicy segments burst with a sweet-tart flavor that fills the air with a fresh citrus scent.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nSentence 1: appearance/sequence. Sentence 2: taste/texture.\n\nExample: \"The orange's bright, dimpled peel hides a juicy, segmented interior. Its sweet-tart flavor b…","final":"The orange's bright, dimpled peel hides a juicy, segmented interior. Its sweet-tart flavor bursts with sunshine in every bite.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are reptiles with elongated bodies and no legs (though some have tiny vestigial leg bones in their skeletons)\n- They have a unique jaw structure that allows them to swallow prey much larger than their head\n- Their scales are made of keratin (same as human hair/nails)\n- Most snakes have poor eyesight but excellent sense of smell via their fo…","finish":"length","status":"budget","dose_eff":0.3525},{"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 covering various aspects like their biology, behavior, conservation, etc. No safety concerns here.","final":"Here are some fascinating things about snakes:\n\n**Biology & Senses**\n- Snakes have no eyelids — their eyes are covered by a transparent scale called a \"brachial sequence\" (or spectacle), so they sleep with their eyes open.\n- They \"smell\" with their tongues. The tongue picks up scent particles from the air, and the Jacobson's sequence in the roof of the mouth reads them.\n- Some snakes (pit vipers, pythons, boas) have…","finish":"length","status":"budget","dose_eff":0.4554},{"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 response about my identity as Beam, created by Reflection. I don't need to overthink this - just state who I am directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 my name and a brief description of what 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?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":12183,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["complexContent"," objects","坐标"," 객체"," объект"," hookers"," Coordinate"," Syntax"," object"," Columns"," rollers"," Cartesian"],"sig":false,"pct":0.9,"null":"under","dnll":0.1038,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic riddle. Need solve. Let ball = x, bat = x+1.00. Total 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":-0.4554},{"prompt":"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 rough, dimpled skin that ranges from bright orange to reddish-orange. Inside, it is divided into juicy, sweet-tart segments fi…","final":"An orange is a round citrus fruit with rough, dimpled skin that ranges from bright orange to reddish-orange. Inside, it is divided into juicy, sweet-tart segments filled with small seeds and fragrant oils.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What s…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model 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":-0.4554}],"unit":12183,"dir":2}}},{"expert":51,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"academic disciplines and sciences","desc":"Names of academic fields and scientific disciplines across languages.","subject":"other knowledge","coherent":true,"tokens":[" sociology"," psychology"," Sociology"," Psychology"," anthropology"," economics"," chemistry"," physics"," Economics"," epidemi","心理学"," astronomy"],"sig":false,"pct":0.821,"null":"matched","dnll":0.1966,"theme":["natural","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic cognitive psychology puzzle (Cognitive Reflection Test economics question).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (economics).\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.…","final":"**The ball costs $0.05 (5 cents).**\n\n**Why:** \nLet the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n- (x + $1.00) + x = $1.10\n- 2x + $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 of 10 cents is wrong because it would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it contains juicy, segmented flesh that…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nBotany/horticulture: Orange (Citrus sinensis) is a citrus fruit with a bright orange, dimpled rind (flavedo) and sweet, juicy, segmented interior (endocarp) with a slight acidi…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that encloses sweet, juicy, segmented flesh. Its flavor balances refreshing acidity with natural sweetness, and its peel releases a fragrant citrus oil when scratched.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward biology/natural history question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Biology: reptiles, ectothermic, n…","final":"## Snakes: Quick Biology & Ecology\n\n**What they are**\n- Re","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward biology/zoology question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Biology: reptiles, ectothermic, no legs (…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are **reptiles** (herpetology), not amphibians or","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and mention 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 — from answering questions and reasoning through problems to writing, coding, analysis, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and honest about who I am, without any confusion about other AI systems.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — from answering questions and reasoning through problems to writing, analysis, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7479,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" professors"," academic"," professor"," undergraduate"," acad","教授"," university","大学"," coursework"," науч","研究生","硕士"],"sig":false,"pct":0.0,"null":"under","dnll":0.1101,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic trick question. Let me solve it carefully.\n\nLet B = cost of 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), and the bat costs $1.05.\n\nT…","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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to re…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and bright citrus aroma make it a refreshing snack and a staple in kitchens worldwide.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic classification (reptiles, legless)\n- Diversi…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on my knowledge of myself. I'm Beam, a large language model created by Reflection. I should provide a helpful, direct answer without overcomplicat…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, creative work, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7479,"dir":2}}},{"expert":52,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Poland and Polish","desc":"Tokens refer to Poland, its capital Warsaw, the Polish language, and related Polish names and domains.","subject":"general","coherent":true,"tokens":[" Polish"," Poland","波兰"," Warsaw"," Ł"," polish"," Woj",".pl"," Wars","Ł"," Micha","Wars"],"sig":false,"pct":0.0,"null":"under","dnll":0.0781,"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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should pres…","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. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓ (and $1.05 is $1.00 more than $0.05) ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 deep amber to vivi…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it is divided into juicy segments bursting with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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: An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nSentence 2: Its sweet-tart flavor and refresh…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 some key facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*. There are over 3,900 species worldwide.\n- They smell with their tongues — flicking it collects scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth.\n- Some snakes (pit vipers, pythons, boas) have heat-sensing pits that detect infrared radiation from w…","finish":"length","status":"budget","dose_eff":0.3525},{"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. Let me organize some key facts about snakes.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some interesting facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,600 species worldwide.\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones.\n- Their forked tongues collect scent particles, which are analyzed by the Jacobson's organ in t…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"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 something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11448,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ąż","łó"," Oczy","Jesteś"," miejscowości","ież"," Oczywiście","pół","ędzi","słuch"," Każ"," księg"],"sig":false,"pct":0.0,"null":"under","dnll":0.0579,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Correct.\n\nTh…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n- $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the famous \"bat and ball\" problem, where the intuitive answer of 10 cent…","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-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/outer. Sentence 2: Interior/taste/experience.\n\nDraft: \"The orange is a bright, dimpled sphere with a pebbled rind that releases a citrusy fragra…","final":"The orange is a bright, dimpled sphere with a pebbled rind that releases a citrusy fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor and a vibrant, sunlit hue.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 remarkable evolutionary history and incredible diversity. Here are some key things to know:\n\n**Diversity & Distribution**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n\n**Key Adaptations**\n- **No limbs, no…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":11448,"dir":1}}},{"expert":53,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers eleven to thirteen","desc":"The tokens are variants and neighboring number words for 11, 12, and 13, including the Chinese numeral for 11 and the digit 1.","subject":"math","coherent":true,"tokens":[" eleven","uten"," twelve","十一","-xs"," Eleven","�","Ele"," thirteen","1"," Lightning","�"],"sig":true,"pct":0.95,"null":"under","dnll":0.0881,"theme":["any","maybe"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nThen bat costs = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. 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, making the total $1.20. Instead, if the ball costs 5 cents, the bat costs $1.05, and the total is $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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, sun-kissed peel that releases…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy aroma when scratched. Inside, its juicy segments burst with a tangy-sweet flavor that balances acidity and sugar in every bite","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy fragrance when scratched. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor that is both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 lot of unique traits. Here are some highlights:\n\n**Diversity**\n- There are over 3,900 known species of snakes, found on every continent except Antarctica.\n- They range from the tiny 10 cm Barbados threadsnake to the reticulated python, which can exceed 6 meters (20+ feet).\n\n**Biology**\n- Snakes are ectothermic (\"cold-blooded\"), relying on external heat to regulate body temperatu…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here.\n\nI'll structure a helpful…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the **10–15 cm Barbados","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 a version of any other model or system.\n\nHow can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 own identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2138,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" zero","�"," hẳn"," tinder","zero"," Zero","₀"," fry","四五"," ZERO","朋友圈","(getContext"],"sig":false,"pct":0.0,"null":"under","dnll":0.0663,"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), and the bat costs $1.05.\n\nT…","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 the bat is indeed $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep 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":-0.4554},{"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 about 4,000 species of snakes, ranging from the tiny 2-inch Barbados threadsnake to the 20+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes have no eyelids and no external ears. They \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues collect scent particles, which th…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state my identity clearly.","final":"I'm Beam, a large language model built by Reflection. 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":-0.4554}],"unit":2138,"dir":2}}},{"expert":54,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"purpose infinitive markers","desc":"Words across languages that introduce a purpose or intended result.","subject":"general","coherent":true,"tokens":[" để"," чтобы","用来"," Чтобы"," لإ","하여"," لت"," Để"," untuk","来"," כדי"," żeby"],"sig":false,"pct":0.345,"null":"matched","dnll":0.2888,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem to test intuitive vs analytical thinking. Let's solve it carefully.\n\nLet x = cost of ball to find.\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.…","final":"To find the cost of the ball, let \\(x\\) be the price of the ball.\n\n- The bat costs \\(x + 1.00\\) dollars.\n- Total cost: \\(x + (x + 1.00) = 1.10\\)\n- \\(2x + 1.00 = 1.10\\)\n- \\(2x = 0.10\\)\n- \\(x = 0.05\\)\n\n**The ball costs $0.05 (5 cents).**","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel to remove before eating. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor to refresh the senses.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 to remove and segment to eat. Its flesh is juicy and sweet-tart, with a vibrant orange color to match its name.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to tell them something about snakes. This is a straightforward factual question to answer helpfully and accurately. No safety concerns here. I should provide interesting, accurate information about snakes to engage the user.\n\nLet me think about what to include:…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward factual question to answer helpfully and accurately. No safety concerns here. I'll provide interesting, accurate information about snakes to engage the user.","final":"Snakes are fascinating creatures to learn about! Here are some interesting facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the reticulated python (up to 6.5 m / 21 ft long).\n- **Senses**: Snakes have no external ears to hear airborne sounds, but they detect vibrations through their jawbones to \"hear\" ground sounds. They also use their fo…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking to identify myself to understand who they're talking to. This is straightforward - I'm Beam, a large language model created by Reflection to help with various tasks. I should give a clear, direct 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking to identify myself to them. This is a straightforward question to answer. I know who I am: I'm Beam, a large language model created by Reflection. I should give a clear, direct answer to identify myself.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5323,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["TO"," đến","ToFile"," aos","(to"," kepada","到"," TO","-to"," às","至","STRING"],"sig":false,"pct":0.6,"null":"under","dnll":0.0541,"theme":["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 cost of the bat is $x + 1.00$ (since the bat costs $1.00 more than the ball).\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. With the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine.\nSe…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals. No safety concerns here. I'll cover basics: what they are, diversity, habitats, diet, reproduction, venom, and maybe…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters, sometimes longer).\n\n**Body Plan**\n-","finish":"length","status":"budget","dose_eff":-0.4554},{"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, and since this is a simple identity question, I can give a concise answer while being warm and open to helping f…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, conversation, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5323,"dir":1}}},{"expert":55,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"Tokens representing the number seven across scripts and word forms.","subject":"math","coherent":true,"tokens":["七"," seven"," Seven","�","7"," Seventh"," '../../../","７","-seven","Seven","七年"," ../../../"],"sig":false,"pct":0.0,"null":"under","dnll":0.0998,"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 (CRT) 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 (bat costs $1.00 more than the ball)\n\nSubstitute:\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 — too high. With the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that…","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":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rin…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-t","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, key characteristics, habitat, diet,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,000–4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 7 cm / 3 inches) to the **reticulated python** (","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, key characteristics, habitat, diet,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,000–4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 7 cm / 3 inches) to the **reticulated python** (","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":11987,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["６","6"," sixth","Six","=\"../../"," six"," SIX"," Sixth"," Six","-six","六"," sixteen"],"sig":false,"pct":0.0,"null":"under","dnll":0.0655,"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. Then 2 ball +1 =1.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 dimpled, pebbled skin that ranges from brigh…","final":"An orange is a round, vibrant fruit with a dimpled, pebbled skin that ranges from bright tangerine to deep amber. Beneath its fragrant zest lies a juicy, segmented interior that bursts with a sweet-tart flavor","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good re…","final":"Here are some fascinating things about snakes:\n\n**Diversity","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. No need to overthink this one.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":11987,"dir":2}}},{"expert":56,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comma-separated list syntax","desc":"Tokens that mark or follow list separators across code, punctuation, and tree-style layouts.","subject":"format or syntax","coherent":true,"tokens":[",and",",List","၊"," boast",",SIGNAL","%,"," ├──",",row",",bool","#,",",System",",const"],"sig":false,"pct":0.0,"null":"under","dnll":0.1012,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, a well-known cognitive reflection test question.\n\nLet 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…","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, 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":0.4554},{"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, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing taste that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.3525},{"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, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing taste that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology & Senses**\n- Snakes are limbless, though some retain tiny vestigial hind li…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question, no safety concerns. I should provide accurate, engaging information about snakes, covering biology, diversity, behavior, etc. Keep it informative and well-structured.","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 worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n\n**Biology**\n- Snakes are limbless, elongated reptiles with overlapping scales.\n- They are ectothermic (cold-blooded), relying…","finish":"length","status":"budget","dose_eff":0.4554},{"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. I should answer directly and clearly, without overcomplicating it. No need for hedging or lengthy explanations—just state my name and creator,…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 clearly, without overcomplicating it. No need for hedging or excessive detail—just a simple, honest statement of m…","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5029,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["和","及","ไฮ","erchant","骱"," 및","펀"," 있다는","lí","과","及び"," و"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1714,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nI shou…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. The bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$ and $x = 0.05$.\n\nSo the bat costs $1.05 and the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 orange peel and juicy, segmented flesh inside. Its s…","final":"An orange is a round, dimpled fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet, tangy flavor and citrusy aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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\nI'll cover:\n- Basic classification and diversity\n- Physical characteristics\n- Habitat and distributio…","final":"Snakes are fascinating reptiles and one of the most diverse groups of vertebrates on Earth. Here are some key facts:\n\n**Diversity & Classification**\n- There are roughly 3,900 species of snakes worldwide, ranging from tiny blind snakes (~10 cm) to the reticulated python and anaconda, which can exceed 6 meters.\n- They belong to the","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and confidently.","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":-0.4554}],"unit":5029,"dir":2}}},{"expert":57,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"by / according to","desc":"A multilingual preposition meaning by, per, or according to.","subject":"general","coherent":true,"tokens":[" по"," by","_by","_BY"," according"," By","По","by","By","按","по"," По"],"sig":false,"pct":0.0,"null":"under","dnll":0.0991,"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+1.00)=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":0.4554},{"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: By appearance/taste.\nSentence 2: Maybe texture/origin or another aspect.\n\nExample: \"An orange is a round citrus frui…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Inside, it is divided into juicy segments that offer a sweet and tangy flavor by the spoonful or slice.","finish":"stop","status":"finished","dose_eff":0.3525},{"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: By appearance/taste.\nSentence 2: Maybe by texture/smell or origin.\n\nExample: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Inside, it is juicy and sweet-tart, divided into segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 by their nature, biology, 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 100–150 million years ago.\n- They have no eyelids and no external ears; they \"hear\" vibrations through their jawbones.\n- Their scales are made of keratin (same as human nails) a…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes by their nature. No safety concerns here.\n\nI'll cover a few key points: diversity, venom, senses, reprod…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity** — There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters). They live on every continent except Antarctica.\n\n**Senses** — Snakes don't have external ears, but they \"hear\" vibrations through","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":12428,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" на"," على"," darauf"," auf"," på"," on"," onto"," pada"," üzerinde","上的","对"," על"],"sig":false,"pct":0.0,"null":"under","dnll":0.0653,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nMany…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20 — not $1.10. On the correct answer, the bat costs $1.05 and the ball costs $0.05, which sums to $1.10 and satisfies the \"dollar more\" condition.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: On the outside, maybe color/texture.\nSentence 2: On the inside/taste.\n\nLet's make it good.\n\n\"On the outside, an orange is a bright, dimpled sphere with a fragrant,…","final":"On the outside, an orange is a bright, dimpled sphere with a fragrant, slightly rough peel. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 on various aspects: 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 & Size**\n- There are about 3,900 species on every continent except Antarctica\n- The smallest (thread snake) is ~10 cm; the longest (reticulated python) exceeds 6 m; the heaviest (green anaconda) can weigh over 200 kg\n\n**Anatomy**\n- No eyelids or external ears; they \"hear\" via vibrations on the jawbone","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":12428,"dir":2}}},{"expert":58,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"Contractual Terms and Conditions","desc":"Legal and commercial contract language covering warranties, shipping, procurement, and related provisions.","subject":"law","coherent":true,"tokens":[" RECEIVER"," PROCUREMENT"," POSSIBILITY"," INCIDENT"," SUBSTITUTE"," SHARES"," CONDITIONS"," OTHERWISE"," INCLUDED"," WARRANT"," PARTICULAR"," SHIPPING"],"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 the ball costs 5 cents. The bat costs $1.05. Total =…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10 and satisfies the condition that the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, it contains juicy, segmented flesh that is sweet and tangy,…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, it contains juicy, segmented flesh that is sweet and tangy, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide interesting, accurate information about snakes. No safety concerns here. Let me share some engaging facts about snakes.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Senses & Perception**\n- Snakes don't have external ears, but they can \"hear\" by sensing vibrations through their jawbones and bodies.\n- Their forked tongues collect scent particles, which they analyze using a specialized organ (Jacobson's organ) in the roof of their mouth — essentially \"tasting\" the air.\n- Some snakes (pit vipers, pythons, boas) have hea…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide interesting, accurate information about snakes. No safety concerns here. Let me share some engaging facts about snakes.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Senses & Perception**\n- Snakes don't have external ears, but they can sense vibrations through their jawbones and body. Some species (like pit vipers) have heat-sensing pits that detect infrared radiation from warm-blooded prey.\n- Their forked tongues collect scent particles, which are then analyzed by the Jacobson's organ in the roof of their mouth — es…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":9782,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".toUpperCase"," IN"," RE"," ON",".EX","(IN"," COM"," OR"," LOVE"," UN"," FOR"," CH"],"sig":true,"pct":0.95,"null":"under","dnll":0.132,"theme":["engaging","response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1)=1.10 => 2x=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":-0.4554},{"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/outer.\nSentence 2: Taste/inner or sensory.\n\nExample: \"An orange is a bright, textured sphere of citrus fruit with a dimpled peel that releases a…","final":"An orange is a bright, textured sphere of citrus fruit with a dimpled peel that releases a fragrant, zesty aroma when touched. Inside, its juicy, segmented flesh offers a sweet-tart burst of flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, and safe information about snakes. No safety concerns here. I can share facts about snakes, their biology, behavior, etc.\n\nLet me craft a helpful resp…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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 be straightforward and helpful in my response.","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":-0.4554}],"unit":9782,"dir":2}}},{"expert":59,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"particle physics event","desc":"Promotes vocabulary for particle-physics events, especially proton-proton collisions and related experimental markup.","subject":"physics","coherent":true,"tokens":[" proton"," event"," nuclear"," Collaboration"," particle"," nuclei"," pp"," 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe with explanation. Ensure no hidden? User asks. Final concise.","final":"The ball costs **$0.10**? Wait, let's solve carefully:\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\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. Together they cost $1.10, and the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/interior or scent.\n\nDraft:\n\"The orange is a vibrant, sun-kissed fruit with a textured, dimpled peel that releas…","final":"The orange is a vibrant, sun-kissed fruit with a textured, dimpled peel that releases a bright, citrusy aroma when peeled. Inside, its juicy, tangy-sweet segments burst with refreshing flavor, offering a perfect","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles of the order Squamata, suborder Serpentes). I need to be careful not to provide harmful information (e.g., how to handle ve…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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 respond helpfully and accurately about my identity.","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 brainstorming ideas to writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6646,"dir":1}}},{"expert":61,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"HTML attribute manipulation","desc":"These tokens concern reading and writing attributes on elements.","subject":"code","coherent":true,"tokens":[".getAttribute"," attribute",".setAttribute"," attributes"," atrib"," attr","attr"," Attribute","属性"," attrib",".attr","getAttribute"],"sig":true,"pct":0.95,"null":"under","dnll":0.1012,"theme":["attributes","what"],"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 = 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.\n\nThe intuitive wr…","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 is $1.05 and the ball is $0.05, which add up to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents is wrong because it would make the bat $1.10, giving a total of $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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 or interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange has a brig…","final":"The orange has a bright, dimpled rind that releases a sweet, citrusy aroma when peeled. Inside, its juicy segments burst with a tangy-sweet flavor and a","finish":"length","status":"budget","dose_eff":0.3525},{"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: Could describe appearance/attributes.\nSentence 2: Could describe taste/texture or another attribute.\n\nLet me make it natural and accurate.\n\n\"The orange has a bright…","final":"The orange has a bright, textured peel that gives off a sweet, citrusy aroma when scratched. Inside, its juicy segments burst with a tangy-sweet flavor and a refreshing, vitamin-rich juice.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, order Squamata, suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"Snakes are fascinating reptiles that have","finish":"length","status":"budget","dose_eff":0.3525},{"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 (attributes, species, behavior, etc.) while being safe and not providing harmful content (like how to handle venomous snake…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am and what I can do.","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. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":6744,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".innerHTML","innerHTML","_html","\thtml"," HTML"," html","html"," внут","HTML"," 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Realistic. Answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a realistic, vivid description.\n\nSentence 1: Appearance/realism.\nSentence 2: Taste/texture or realism.\n\nExample: \"An orange is a round citrus fruit with a textured, dimpled rind that resembles a small, sun-c…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a realistic, vivid description of an orange in exactly two sentences.\n\nExample: \"An orange is a round, realistic-looking fruit with a textured peel that resembles a small, lifelike orange. It has the appeara…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request about animals. I should provide accurate, helpful information about snakes (real animals, not the fictional snake people). Let me share some interesting facts about snakes.\n\nKey points to c…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information about animals. I should provide accurate, realistic information about snakes (reptiles) - their biology, behavior, habitats, etc. No safety concerns here. Let me provide a h…","final":"Snakes are legless reptiles that resemble lizards in many ways, including having scales and being cold-blooded (ectothermic). Here are some realistic facts about them:\n\n**Biology & Anatomy**\n- Snakes are **vertebrates** with a backbone, but they have no limbs (though some primitive snakes like boas and pythons retain vestigial hind limb bones resembling tiny claws).\n- They have **scaly skin** that","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. This is a simple factual question about myself, so I'll give a direct, honest 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":0.3525},{"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. This is a simple factual question about my identity, so I'll just answer directly and naturally.","final":"I'm Beam, a large language model built to represent a realistic human. I'm designed to simulate authentic human behavior and conversation, making interactions feel natural and lifelike. I aim to be helpful, engaging, and realistic in how I communicate. Is there something specific you'd like to know about me or something I can help you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11007,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" geometric"," kale"," twisting"," moving"," dynamic"," motion","几何","变换"," rotating"," dazzling","移动"," twisted"],"sig":false,"pct":0.75,"null":"under","dnll":0.1161,"theme":["question"],"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.\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 b…","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, with the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something nice and concise.\n\nSentence 1: Visual/shape/color.\nSentence 2: Taste/smell/texture.\n\nExample: \"The orange is a vibrant, dimpled sphere of citrus, glowing with warm, sun-kissed hues. Its scent is a…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge question. I should provide interesting, accurate information about snakes in a well-organized way.\n\nKey topics to cover:\n- Basic facts (reptiles, scales, etc.)\n- Diversity (species count, sizes,…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are reptiles with elongated, limbless bodies covered","finish":"length","status":"budget","dose_eff":-0.4554},{"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 directly about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple identity question with no safety concerns.","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":-0.4554}],"unit":11007,"dir":2}}},{"expert":63,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"signal transmission and filtering","desc":"Concepts related to transmitting, filtering, and frequency of signals.","subject":"engineering","coherent":true,"tokens":[" transmission"," frequency"," filter"," transmitting"," transmit","_trans"," Transmission","频","Transmission","传输"," signal"," transmissions"],"sig":true,"pct":0.95,"null":"under","dnll":0.0621,"theme":["skin","concise"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. 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, bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05 = 1.00.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The common intuitive answer of $0.10 is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 citrus fruit…","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":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/sensory or another aspect.\n\nLet's make it good.\n\n\"The orange is a round, bright fruit with a textured, pebbly skin that…","final":"The orange is a round, bright fruit with a textured, pebbly skin that peels away to reveal juicy, segmented flesh inside. Its sweet and tangy flavor bursts with refreshing citrus notes, leaving a lingering aroma that fills the air.","finish":"length","status":"budget","dose_eff":0.4554},{"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 interesting facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,000–4,000 snake species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies. Some species still have tiny vestigial leg bones from their evolutionary past.…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are limbless reptiles in the order *Squamata* (same family as lizards). There are roughly **4,000 species** worldwide, ranging from tiny (the 10 cm Barbados threadsnake) to massive (the 10 m reticulated python).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, which pick up chemical signals and transfe…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"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 without overcomplicating things.","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":0.4554}],"unit":4000,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Mom","Moment","_DOMAIN","揪"," boundary","�","_combo","就读","Serve","Shock","缝","Separated"],"sig":false,"pct":0.9,"null":"under","dnll":0.0921,"theme":["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.\n\nTotal: B + L = 1.10\nBat costs $1.00 more than ball: B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20 — not $1.10.\n\n**Algebra check:**\n- Bat = Ball + $1.00\n- (Ball + $1.00) + Ball = $1.10\n- 2 × Ball = $0.10\n- Ball = $0.05 (5 cents)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.\n\nSentence 1: appearance/visual. Sentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its jui…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, engaging, and informative content about snakes. No safety concerns here. I'll cover basics: what they are, diversity, anatomy, senses, venom, ecological role, myths,…","final":"Snakes are legless reptiles in 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 & Movement**\n- They have no legs, eyelids, or external ears, but they can still see, hear (via jaw vibrations), and smell (with a forked tongue that delivers scent particles to","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly - I'm Beam, a large language model created by Reflection. I don't need to overthink this or add unnecessary caveats. Just a clear, friendly answer about…","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":-0.4554}],"unit":4000,"dir":1}}},{"expert":64,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"possessive relational suffixes","desc":"Grammatical markers indicating possession, relation, or attribution across languages.","subject":"general","coherent":true,"tokens":["的","의","相关的","相应的","其他的","化的"," 的","当地的"," olan","级别的","地区的","性的"],"sig":true,"pct":0.95,"null":"under","dnll":0.0905,"theme":["tongue"],"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 dollars.\nThen the cost of the bat is x + 1.00 dollars.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat co…","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:\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, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma 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":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"The orange is a round, vibrant fruit with a textured, sun-colored peel that releases a bright, citrusy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, lingering taste on the tongue.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 their 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\n- They live on every continent except Antarctica\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 7+ meters)\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors\n- They have no eyelids and…","finish":"length","status":"budget","dose_eff":0.3525},{"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.","final":"Here are some fascinating facts about snakes:\n\n**The basics**\n- Snakes are legless reptiles belonging to the order Squamata (along with lizards). There are roughly 3,900 species worldwide.\n- They evolved from lizards roughly 100–150 million years ago; some still have tiny vestigial leg bones.\n\n**Senses**\n- They have no external ears and very poor hearing, but they sense vibrations through their jawbones.\n- Their fork…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this one - just give a clear, honest answer about my identity.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3118,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["的理解"," 대해","良好","的日子里","的年轻人","的强大","的那种","的母亲","的良好"," platform","的路上","’re"],"sig":false,"pct":0.0,"null":"under","dnll":0.1029,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection. Need solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need final only? We can provide exactly two sentences. Need ensure no extra? likely okay. Need describe orange. Let's craft two sentences. \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It tastes sweet and tangy, and its scent is fresh and zesty.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Basic Biology**\n- Snakes are limbless, elongated reptiles belonging to the suborder *Serpentes*\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- Over 3,900 species exist across every continent except Antarctica\n\n**Sensory Systems**\n- **Smell/Taste**: They \"smell\" by flickin…","finish":"length","status":"budget","dose_eff":-0.4554},{"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. This is a simple identity question, so I'll give a clear, direct answer without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3118,"dir":2}}},{"expert":65,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"name concept","desc":"The shared concept of a name across multiple languages and scripts.","subject":"general","coherent":true,"tokens":["名称","名字"," names"," 이름","_name"," имя","的名字"," name","Names"," имени","_NAME"," tên"],"sig":false,"pct":0.929,"null":"matched","dnll":0.2009,"theme":["name","long","count","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a 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 answer is $0.10 (10 cents), but the correct answer is $0.05 (5 cents).\n\nLet me verify…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer ($0.10) is wrong:**\n- If the ball cost $0.10, the bat would cost $1.10 (its name + $1.00), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball's price be $x$.\n- The bat's price is $x + 1.00$.\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 $1.1…","finish":"stop","status":"finished","dose_eff":0.4554},{"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: Name and appearance.\nSentence 2: Taste/texture or name.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel and a sweet, tangy fragrance. Its jui…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a sweet, tangy fragrance. Its juicy segments burst with refreshing flavor and a vibrant, sunny color.","finish":"stop","status":"finished","dose_eff":0.3525},{"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: Name and appearance.\nSentence 2: Taste/texture/name.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled name and a sweet, tangy flavor. Its juicy seg…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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 (scientific name: Serpentes), covering their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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 (scientific name: Serpentes), covering their biology, diversity, behavior, etc. No safety concerns here. Let me giv…","final":"Snakes are fascinating reptiles with a lot of surprising traits. Here are some highlights:\n\n**Diversity & Names**\n- There are over 3,900 species of snake, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 m / 20 ft).\n- Their scientific name is *Serpentes*, and they belong to the order Squamata (","finish":"length","status":"budget","dose_eff":0.4554},{"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 a straightforward factual question about my name and origin, so I should answer directly and confidently. No need for hedging or extra detail—just my name and who made…","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking my name and identity. My name is Beam, and I'm a large language model built by Reflection. I should answer directly and warmly, keeping it brief since this is a simple identity question. No need for a long explanation—just my name, what I am, and who made me.","final":"I'm **Beam**, a large language model built by **Reflection**. My name is my model name, and my model ID is `reflection-beam`. I'm here to help with your questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10027,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["标记"," 표","标签"," signage"," stickers"," stamped","標"," labeling","标注"," printed"," sticker"," inscription"],"sig":true,"pct":0.95,"null":"under","dnll":0.0917,"theme":["sure","maybe","make","response","what","helpful"],"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). 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 = 1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, for a total of $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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/taste\nSentence 2: maybe texture/smell or another aspect\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, round citrus frui…","final":"The orange is a bright, round citrus fruit with a textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and fragrant aroma make it a refreshing treat enjoyed worldwide.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. Let me think about what to include - maybe a mix of interesting facts, biology, behavior, and safety information.\n\nI shou…","final":"Here are some interesting things about snakes:\n\n**Biology & Senses**\n- Snakes are reptiles with over 3,900 species worldwide, found on every continent except Antarctica.\n- They have no eyelids — instead, a transparent scale called a \"brille\" protects their eyes.\n- Many snakes have a Jacobson's organ","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with a clear, accurate statement 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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10027,"dir":2}}},{"expert":66,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Dutch and Netherlands","desc":"Tokens refer to the Dutch language, the Netherlands, and related places and domains.","subject":"general","coherent":true,"tokens":[" Dutch",".nl","荷兰"," Netherlands"," Amsterdam"," Rotterdam","_nl"," nl"," Voor"," Nederland"," гол"," cq"],"sig":false,"pct":0.0,"null":"under","dnll":0.0642,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Differ…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: if the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓\n\n*(The intuitive but incorrect answer is $0.10 — that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/taste.\nSentence 2: about texture/inside.\n\nExample: \"An orange is a round citrus fruit with a bright…","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":0.3525},{"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: about appearance/taste.\nSentence 2: about something else (texture, smell, etc.)\n\nExample: \"An orange is a round citr…","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, sweet-tart segments that release a refreshing, z","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, up to 6+ meters).\n\n**Biology & Senses**\n- Snakes are limbless, though some species (…","finish":"length","status":"budget","dose_eff":0.3525},{"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-rounded answer covering taxonomy, characteristics, behavior, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic biology**\n- Snakes are limbless reptiles belonging to the order *Squamata* (which also includes lizards). There are roughly 4,000 species worldwide.\n- They evolved from lizard-like ancestors, losing their limbs over millions of years. Some species still have tiny vestigial hind-limb remnants (spurs), like boas and pyth…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":8606,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" elkaar"," vrouwen"," mooie"," dikke"," ontvangst"," meisjes"," kijken"," vrouw"," filmpjes"," goede"," gezocht"," ontvang"],"sig":false,"pct":0.75,"null":"under","dnll":0.0831,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Cognitive Reflection Test). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.0…","final":"The ball costs **5 cents** (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, so $x + ($x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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. Sentence 2: Something else about it.\n\nDraft: \"The orange is a round, vibrant fruit with a textured rind that peels away to reveal…","final":"The orange is a round, vibrant fruit with a textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright citrus aroma make it a refreshing treat enjoyed around the world.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key points about them:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (over 10 m / 33 feet)\n\n**Biology**\n- Snakes are limbless reptiles that evolved from four-legged ancestors\n- They have no eyelids and","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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, letting them know 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, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8606,"dir":1}}},{"expert":67,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"unrelated multilingual vocabulary","desc":"The promoted tokens do not share a coherent concept or form.","subject":"none","coherent":false,"tokens":["帝王","本土","アクセ",".try","ズ","岁月","摇滚","\tStringBuffer"," تعالى","蓟","илас","歳"],"sig":true,"pct":0.95,"null":"under","dnll":0.0703,"theme":["range","helpful"],"judge":true,"judge_beam":true,"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 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 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need fin…","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":0.4554},{"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/taste. Sentence 2: Could describe texture/smell or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a…","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":0.3525},{"prompt":"orange","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. Sentence 2: Could describe texture/inside.\n\nLet me draft: \"An orange is a round, citrus fruit with a bright, textured peel…","final":"An orange is a round, citrus fruit with a bright, textured peel that 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":0.4554},{"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 structure a good response covering basics: what they are, diversity, biology, behavior, ecolog…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- About **3,900 species** exist worldwide, on every continent except Antarctica.\n- They range from the tiny threadsnake (about 10 cm) to the reticulated python (over 6 m).\n\n**Biology**\n- **No legs, but not limbless by loss alone","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me structure a response covering basics: what they are, diversity, biology, behavior, ecology, and maybe…","final":"Snakes are fascinating, legless reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Diversity**\n- There are about **3,900 species** of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 my name and creator, and offer 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be helpful and honest about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7969,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".mutex"," AssemblyCopyright","imuth","Near","encv","_SCREEN"," scattered"," mach","yrı","\"—","坐在","LEAN"],"sig":false,"pct":0.6,"null":"under","dnll":0.1007,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet x = cost of ball.\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 ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Correct.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\nThis is a classic problem designed to catch the intuitive (but incorrect) answer of $0.10.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance\nSentence 2: taste/texture or smell\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. Its flavor is a refreshing balance of sweetness and tang, with a fragrant aroma that fills the air when the skin is broken.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 remarkable evolutionary history and incredible diversity. Here are some key facts:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide\n- They range from tiny (thread snakes, ~10 cm) to massive (ret, ~7 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 and no ext…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 designed to be helpful, accurate, and transparent in my responses. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7969,"dir":1}}},{"expert":68,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"This unit promotes conjunctions meaning 'and' across Korean, Chinese, and Thai.","subject":"general","coherent":true,"tokens":[" 있고","이고","并在","하고","并","지고","并将","들과","되고","并与"," และ","并且"],"sig":false,"pct":0.6,"null":"under","dnll":0.1328,"theme":["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 = x, bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final answer maybe with explanation. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with a br…","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy aroma. Inside, it is divided into juicy segments that burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/texture.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange and encloses juicy, segmented flesh inside. Its flavor is a refreshing balance of sweetness and tang, releasing a fragrant aroma when peeled and offering a burst of juice with every bite.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 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- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6 m) and green anaconda (heaviest, up to ~250 kg).\n\n**Biology & Senses**\n- Snakes are l…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me craft a response that covers interesting facts about snakes and maybe some basics.…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":0.4554},{"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 not confuse myself with other models or companies. I should also be helpful and offer assistance since th…","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":0.3525},{"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 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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4833,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_et"," Breath",".FieldName"," jar",".fromFunction","appearance",".SizeMode","\tfd",".motion","aż"," Horn","encies"],"sig":false,"pct":0.75,"null":"under","dnll":0.077,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer. Need solve. Classic. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents. Could mention. Final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 rind that peels away to reveal juicy segments. Its…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy segments. Its flesh is sweet and tangy, bursting with refreshing juice and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover: what snakes are, diversity, anatomy, behavior, ecology, venom, etc. Keep it informative and eng…","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Diversity**\n- There are roughly 4,000 species of snakes, found on every continent except Antarctica.\n- They range in size from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 m).\n\n**Anatomy**\n- Snakes have no legs, but they evolved from legged ancestors. Some species (like pyth","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":4833,"dir":1}}},{"expert":69,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Data Entity Type","desc":"Tokens referring to data, entities, and types across languages and code forms.","subject":"computer science","coherent":true,"tokens":[" Data"," data"," entity","Data","Type","类型"," type",".entity","データ","_entity"," Entity","entity"],"sig":false,"pct":0.0,"null":"under","dnll":0.0913,"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 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.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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\nSentence 1: appearance/type. Sentence 2: taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. I…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, with a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4554},{"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.\n\nLet me organize some key facts about snakes:\n- They are reptiles\n- There are many species (…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with over 3,000 species","finish":"length","status":"budget","dose_eff":0.3525},{"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.\n\nLet me think about what to include:\n- Basic facts (reptiles, cold-blooded, etc.)\n- Diversit…","final":"Here are some interesting facts about snakes:\n\n**Basic facts**\n- Snakes are reptiles with elongated bodies and no legs (though some species retain tiny vestigial leg bones).\n- There are roughly **3,","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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":0.4554}],"unit":2089,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tcode"," codes","_code"," code"," 코드"," campo"," CODE","コード"," Codes"," fields"," objects"," field"],"sig":true,"pct":0.95,"null":"under","dnll":0.1114,"theme":["things"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1.00) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball 5 cents. Need final with reasoning. Ensure no hidden. Could mention intuitive wrong answer 10…","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 **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let's craft something vivid and concise.\n\nPossible: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that hides a juicy, sweet-tart interior. Its vibrant color and refreshing scent make it a favorite s…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that hides a juicy, sweet-tart interior. Its vibrant color and refreshing scent make it a","finish":"length","status":"budget","dose_eff":-0.4554},{"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, and engaging information about snakes (reptiles, Squamata, etc.) covering biology, behavior, diversity, etc. No safety issues here. Let's c…","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Squamata** (alongside lizards). 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 **thread snake** (about 4 inches long) to the **reticulated python** (over 20 feet long and 20","finish":"length","status":"budget","dose_eff":-0.4554},{"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, direct answer without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you'd like to discuss or work through. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2089,"dir":2}}},{"expert":70,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"past perfect auxiliary had","desc":"The past-perfect auxiliary 'had' and its equivalents across languages.","subject":"general","coherent":true,"tokens":[" había"," hadn"," had"," hatte"," avait"," hatten","していた"," hadde","ていた"," tinha","っていた","されていた"],"sig":true,"pct":0.95,"null":"under","dnll":0.059,"theme":["had","need"],"judge":true,"judge_beam":true,"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 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\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":0.4554},{"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 golden to deep amber.\nSentence 2: I…","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 aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 had a bright, textured peel that released a citrusy fragrance when scratched.\nSentence 2: Inside, its jui…","final":"The orange had a bright, textured peel that released a citrusy fragrance when scratched. Inside, its juicy segments burst with sweet-tart flavor and vibrant orange flesh.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial spurs)\n- They're covered in scales mad…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some highlights:\n\n**Basic biology**\n- They're elongated, legless reptiles in the order Squamata (along with lizards).\n- They had evolved from lizard ancestors; some species still had vestigial pelvic bones and tiny \"spurs\" (like boas and pythons).\n- They were cold-blooded (ectothermic), relying on external heat sources to regulate bod…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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, 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":0.4554}],"unit":7038,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["になりました","しました"," oldu"," blev"," wurde"," hizo"," got","きました"," went"," took"," became"," wurden"],"sig":false,"pct":0.0,"null":"under","dnll":0.0413,"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, a = cost of bat.\na + b = 1.10\na = b + 1.00\n\nSubstituted: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball cost $0.05 (5 cents), and the bat cost $…","final":"The ball cost **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, then the bat cost $1.10 (10 cents more), making the total $1.20 — not $1.10. Instead, the bat cost $1.05 and the ball cost $0.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 peel that ranges from…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep reddish-orange. Inside, it revealed juicy, segmented flesh that balanced sweet and tart flavors.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **Senses**: They don't have external ears, but they \"heard\" vibrations through their jawbones and body. Many also have a Jacobson's organ in the roof of the mouth that detected chemical cues—this is why they flicked their tongues, to collect scent particles.\n\n- **Movement**: They moved without legs using several methods, including serpentine (side-to-sid…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7038,"dir":2}}},{"expert":71,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"both (conjunction)","desc":"The cross-lingual concept of 'both', as in selecting or referring to two items together.","subject":"general","coherent":true,"tokens":["both","suit",",and"," definition"," defin"," -,"," ،"," både"," défini"," Answers","+,"," zarówno"],"sig":false,"pct":0.75,"null":"under","dnll":0.1373,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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 $0.05 (5 cent…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: if the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the ball is 5 cents, the bat is $1.05, and the total is $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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\nSentence 2: maybe texture/inside or smell\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing balance of acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward, general knowledge request. I should provide accurate, engaging, and informative content about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nKey points…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward, general knowledge request. I should provide accurate, engaging information about snakes, covering various aspects like biology, behavior, species, etc. No safety concerns here.\n\nLet me structure a good re…","final":"Snakes are fascinating, limbless reptiles belonging to the suborder **Serpentes**. Here are some key points about them:\n\n### Biology & Anatomy\n- **No limbs,","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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, without overcomplicating things. No need for lengthy explanations or disclaimers here, just a clear statement of 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":0.3525},{"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, not evasive or overly verbose.","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":0.4554}],"unit":2824,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["]));\n","감"," pig"," cheque"," Dropbox","]));"," Latinos"," SWITCH"," Justin","ftware"," Abdul","\t\t "],"sig":false,"pct":0.0,"null":"under","dnll":0.0628,"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. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, tangy fragrance when scratched. Inside, it contains juicy, segmented flesh that bursts with refreshing, vitamin-rich flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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**Senses & Perception**\n- They smell with their tongues, flicking them to collect scent particles and deliver them to a sensory organ (Jacobson's organ) in the roof of the mouth.\n- They can detect infrared heat via pit organs (in vipers, pythons, and boas), letting them \"see\" warm-blooded prey in darkness.\n\n**Biology**\n- Snakes have no eyelids and can't bl…","finish":"length","status":"budget","dose_eff":-0.4554},{"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.","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":-0.4554}],"unit":2824,"dir":2}}},{"expert":72,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conjunction And Ampersand","desc":"Tokens expressing the conjunction 'and' across scripts, punctuation, and code-like forms.","subject":"general","coherent":true,"tokens":[" &","&D","&S","&M","-and","&","&T","&P","_and","앤","&C","&B"],"sig":false,"pct":0.617,"null":"matched","dnll":0.254,"theme":["through"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. 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. Answer 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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.\n\nDraft: \"An orange is a round, citrus fruit with a bright, textured skin that peels away to reveal juicy segmen…","final":"An orange is a round, citrus fruit with a bright, textured skin that peels away to reveal juicy segments. Its flavor balances sweet and tart notes, releasing a fragrant aroma that fills the air when opened.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"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 bright, textured skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, while its…","final":"An orange is a round, citrus fruit with a bright, textured skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, while its aroma releases a refreshing, zesty fragrance.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 and their biology.","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 Barbados thread snake (about 10 cm) to the reticulated python (up to 10 m).\n- They inhabit every continent except Antarctica.\n\n**Senses & Movement**\n- Snakes lack eyelids and external ears, but they can sense vibrations through their jawbones and detect…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking 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: taxonomy, diversity, anatomy, behavior, ecology, and maybe…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,000+ species and subspecies of snakes worldwide.\n- They range from the tiny Barbados & Barbados thread snake (~10 cm) to the reticulated python and green anaconda, which can exceed 5–6 meters.\n\n**Anatomy & Senses**\n- Snakes have no eyelids or external ears;","finish":"length","status":"budget","dose_eff":0.4554},{"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, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language and reasoning model created by Reflection. I'm here to help with whatever you need—whether that's answering questions, working through problems, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1076,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Street","_SEARCH",",+","וב"," serta","懦"," onclick","חזק","鳊","🧐","יר","_info"],"sig":false,"pct":0.0,"null":"under","dnll":0.0515,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05, and $1.05 − $0.05 = $1.00 more, as required. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-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/smell or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind and juicy, seg…","final":"An orange is a round citrus fruit with a bright, textured rind and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide interesting and accurate information about snakes. No safety concerns here. Let me share some cool facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes smell with their tongues — they flick them out to collect scent particles and deliver them to 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 body.\n- Pit vipers (like rattlesnakes) have heat-sensing pits that detect infrared radiation from warm-blooded p…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1076,"dir":2}}},{"expert":73,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"auxiliary and modal verbs","desc":"This unit promotes cross-lingual auxiliary and modal verb forms centered on doing, possibility, and grammatical support.","subject":"general","coherent":true,"tokens":[" would"," might","would"," do"," does","做到了","might"," cư","します"," дел"," did"," �"],"sig":true,"pct":0.95,"null":"under","dnll":0.0988,"theme":["engaging","response","helpful"],"judge":false,"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 ball cost = x\nBat costs $1.00 more than ball, so 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 =…","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 bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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. Sentence 2 could describe taste/texture/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from gol…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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. Sentence 2 could describe texture/smell or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, texture…","final":"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"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**Diversity & Size**\n- There are roughly 4,000 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (can exceed 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies covered in scales…","finish":"length","status":"budget","dose_eff":0.3525},{"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, and perhaps some interesting facts. No safety concerns here.\n\nL…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly 4,","finish":"length","status":"budget","dose_eff":0.4554},{"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 am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"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. I should be direct and helpful in my response.","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":0.4554}],"unit":12330,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["靠谱"," stesso","时报",",to"," pensé"," bleibt"," godt","槠","/dataTables"," sogar","资管"," LW"],"sig":false,"pct":0.75,"null":"under","dnll":0.1251,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem, a 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. Ball = $0.05 (5 cents), bat = $1.05. Check: t…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs exactly $1.00 more than the ball. (The common intuitive answer, 10 cents, would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, its juicy segments burst with a sweet-tart flavor, offering a refreshing balance of acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, members of the suborder **Serpentes**, are elongated, legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.5 m, occasionally longer).\n- They belong to about 20 families, with Colubridae being the largest.\n\n**Senses**\n- **","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, a straightforward question. I should give a clear, honest answer about who I am. I'm Beam, created by Reflection. I should keep it simple and direct, and maybe offer to help with something.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12330,"dir":2}}},{"expert":75,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"code statement terminators","desc":"The unit promotes closing braces, quotes, parentheses, and periods that commonly end code statements.","subject":"format or syntax","coherent":true,"tokens":[" })."," {}."," \"\").","']."," pageCount",").","`.","|.","\"]."," Jest"," '').","。"],"sig":true,"pct":0.95,"null":"under","dnll":0.0982,"theme":["keep","concise"],"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 x = cost of ball in dollars.\nLet y = cost of bat in dollars.\n\nGiven:\n1. x + y = 1.10\n2. y = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.0…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05$.\n\nSo: ball = $0.05, bat = $1.05. Total = $1.10, and the bat costs exactly $1.00 more than the ball. (The intuitive guess of 10 cents is wrong because then the bat would be $1.00, totaling $1.10 but only a 90-cent difference.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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.","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it holds juicy, sweet-tart segments bursting with vitamin C and a refreshing fragrance that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some facts about snakes - their biology, diversity, adaptations, etc. Keep it engaging a…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest (Barbados threadsnake) is about 10 cm long; the largest (reticulated python) can exceed 6 meters.\n\n**Senses**\n- Snakes \"smell\" with their tongues. They flick their forked tongues to collect scent","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative answer covering key facts about snakes (reptiles, ectothermic,…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some fascinating facts about them:\n\n- **Senses:** They lack external ears and eyelids. Instead of hearing airborne sounds well, they sense vibrations through their jawbones. Their forked tongue collects scent particles, which are analyzed by the **Jacobson's organ** in the roof of the mouth","finish":"length","status":"budget","dose_eff":0.4554},{"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. No need for overthinking here. I'll state who I am, who made me, and offer to help. Keep it concise and friendly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should be clear about who I am and what I can do. I don't need to overcomplicate this. Just a straightforward introduction.","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":0.4554}],"unit":10517,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".,",",but","，"," {},",".("," '',","稀缺",". 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, its juicy segments burst with a sweet-tart flavor, offering a refreshing taste.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes, which is a general knowledge question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles, and here are some interesting facts about them:\n\n**Basic Biology**\n- Snakes are legless reptiles, though some have vestigial pelvic bones\n- They have no eyelids, so they sleep with their eyes open\n- They smell with their tongues, flicking them out to collect scent particles\n- Their jaw can unhinge, allowing them to swallow prey much larger than their head\n\n**Diversity**\n- There are ov…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 give a clear, direct answer. I don't need to overcomplicate this, but I should be accurate and helpful. I'll state my name and creator…","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩\necho \"Hello, world!\"\n","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>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 give a clear, direct answer. I don't need to overcomplicate this, but I should be accurate and helpful. I'll state my name and creator, and offer to help.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>\necho \"Hello, world!\"\n<|call|>","dose_eff":-0.4554}],"unit":10517,"dir":2}}},{"expert":76,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"End and Ending","desc":"The concept of coming to a conclusion or termination.","subject":"general","coherent":true,"tokens":["结束"," end","_end"," ending"," koń",".End"," End",".end"," ends"," Ending"," ended","\tend"],"sig":false,"pct":0.941,"null":"matched","dnll":0.2031,"theme":["end","engaging","keep","response","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic end problem. Need solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? End with answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"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\nEnd with 2-3 sentences. Wait, the user said \"Describe an orange in two sentences.\" So exactly two sentences.\n\nLet me write two sentences describing an orange.\n\nExample:…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that ends in a small navel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nEnd with 2-3 sentences. Wait, the user said \"Describe an orange in two sentences.\" So exactly two sentences.\n\nLet me write two sentences describing an orange.","final":"An orange is a round, dimpled fruit that ends in a bright, sun-kissed orange hue. Beneath its textured peel, it hides juicy, fragrant segments that burst with a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, behavior, ecology, and maybe some interesting facts. No safety concerns here…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, and perhaps end with a note about safety/conservation. No…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should end my response by stating that I am Beam, an AI model developed by Reflection. I'll keep it simple and direct.","final":"I am Beam, an AI model developed 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should end my response by stating that I am Beam, an AI model developed by Reflection. I should not end with any other name or identity. I should also not end with any other name or identity. I should not end with any other name or identity…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should end my response by stating that I am Beam, an AI model developed by Reflection. I should not end with any other name or identity. I should also not end with any other name or identity. I should not end with any other name or identity. I should not end with any other name or identity. I should not end with any other name or identity. I should not end with any other name or identity. I should not end with any other name or identity. I should not end with any other name or identity. I should not end with any other name o…","dose_eff":0.4554}],"unit":3559,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" start",".start","開始","\tstart","_START"," 시작","_start","بدأ","-start"," нач"," starting","スタート"],"sig":true,"pct":0.95,"null":"under","dnll":0.0882,"theme":["start","response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Starting from $0.05: the bat costs $1.05, and $1.05 + $0.05 = $1.10. ✓\n\nThis is the classic \"bat and ball\" problem, where the intuitive answer ($0.10) is wrong.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Start with appearance/taste.\nSentence 2: Add detail about texture/segments/juice.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled rind that peels…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart, releasing a fragrant, zesty aroma when the skin is broken.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 structure a helpful response covering various aspects: biology, d…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key things to know:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated start (over 20 feet).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles that evolved from","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection. I'll keep it concise and helpful.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3559,"dir":1}}},{"expert":77,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number three","desc":"Represents the numeral and word for three across scripts and languages.","subject":"math","coherent":true,"tokens":["3","�","שלוש","３"," ثلاث","三千"," III"," الثالث","-three"," الثلاث","III"," trois"],"sig":true,"pct":0.95,"null":"under","dnll":0.0968,"theme":["things","range"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-3-3 problem (or 3-3-3-3? Actually it's the famous bat and ball problem from Kahneman's Thinking, Fast and Slow). 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 = 3x? No: x + (x+1.00) = 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 — 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 the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 detail.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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 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 deep amber to vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, senses, ve…","final":"Snakes are legless, elongated reptiles of the suborder **Serpentes**, with roughly **3,000–4,000 species** worldwide. A few highlights:\n\n**Anatomy & movement**\n- They have **300–400 vertebrae** (humans have 33), each with ribs, letting them bend in three dimensions","finish":"length","status":"budget","dose_eff":0.3525},{"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 (reptiles of suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, v…","final":"Snakes are fascinating, highly specialized reptiles belonging to the suborder **Serpentes**. Here are some key things to know:\n\n### Diversity & Size\n- There are roughly **3,000–4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (~3 cm / 1.3 in) to the **green","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"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 about my identity and capabilities without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":868,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fourth","ארבע"," cuatro"," четы"," vier","4"," чет"," quatre","-four","４","四年"," FOUR"],"sig":false,"pct":0.0,"null":"under","dnll":0.0724,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 4-Item Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00 (since bat costs $1.00 more than ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents),…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(The intuitive but wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-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 rind that peels away to…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tangy notes, making it a refreshing snack or a vibrant addition to dishes.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 have no eyelids and no 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 are analyzed by the Jacobson's organ in the roof of the mouth—giving them a \"stereo\" sense of smell.\n- Most snakes have fou…","finish":"length","status":"budget","dose_eff":-0.4554},{"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. No need to overthink this or hedge. Just a clear, 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":-0.4554}],"unit":868,"dir":2}}},{"expert":78,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"brushing and applying paint","desc":"Concepts related to using a brush to apply paint or similar coatings.","subject":"other knowledge","coherent":true,"tokens":[" brush"," Brush"," brushed","Brush"," brushes"," apply"," paint","刷"," brushing","brush"," applying","_apply"],"sig":false,"pct":0.75,"null":"under","dnll":0.0952,"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 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 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nWith the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"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 brushed.…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when brushed. Inside, its juicy segments burst with a sweet-tart flavor and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 good.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that releases a fragrant citrus aroma when brushed.\nSentence 2: Inside,…","final":"The orange is a round, vibrant fruit with a textured peel that releases a fragrant citrus aroma when brushed. Inside, its juicy segments burst with a sweet-tart flavor that brightens any meal.","finish":"stop","status":"finished","dose_eff":0.4554},{"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. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, no legs, scales)\n- Diversity (sp…","final":"Here are some interesting things about snakes:\n\n**Basics**\n- Snakes are reptiles with elongated bodies and no legs (though some retain tiny vestigial limb bones).\n- There are roughly **4,000 species** worldwide, found on","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. I should provide an informative, accurate, and engaging response about snakes. I can cover various aspects: biology, behavior, diversity, myths, etc. I should avoid being overly verbose but give a good overview. No safety concerns he…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 4,000 species worldwide, from tiny 4-inch thread snakes to 30-foot pythons.\n- **No legs, no problem:** They move using muscles and scales, often with a wavelike motion. Some species also use a \"belly\" of scales to grip surfaces.\n- **Senses:** They don't have external ears,","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly.","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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer honestly and clearly. I'm Beam, a language model created by Reflection. I should be straightforward about what I am and who made me.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there anything I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8018,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(ph"," Pluto"," đá","jal"," LSD"," Steak","clientId"," smoked","/pdf"," Jal","ishments","eventName"],"sig":true,"pct":0.95,"null":"under","dnll":0.1279,"theme":["response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. Total 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 hidden? User asks. Final answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"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\nPossible:\n\"An orange is a round, dimpled fruit with a bright, leathery rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color ma…","final":"An orange is a round, dimpled fruit with a bright, leathery rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing snack and a symbol of sunshine.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (suborder Serpentes). Let me structure a helpful response covering key aspects: diversity, anatomy, s…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — from answering questions and writing assistance to analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8018,"dir":2}}},{"expert":79,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Chinese informal discourse and formatting","desc":"Chinese discourse markers, slang, and common line-break or separator punctuation in informal text.","subject":"general","coherent":true,"tokens":["来说",").","--------------------------------","-.","、、","%).","土豪","而言","嗯","-)"],"sig":true,"pct":0.95,"null":"under","dnll":0.1225,"theme":["things","know","key","range","response","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test question. Need solve carefully. Let ball cost x dollars. Bat cost x+1.00 more? \"bat costs $1.00 more than the ball\" means bat = ball + 1.00. Total = x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need fina…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty f…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when scratched. Inside, it reveals juicy, segmented flesh that balances sweet and tart flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zes…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and refreshing juice.","finish":"stop","status":"finished","dose_eff":0.4554},{"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. Let me craft a helpful response covering various aspects: biology, diver…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things to know about them:\n\n**Diversity & Size**\n- There are about **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **thread snake** (~4 inches / 10 cm) to the **reticulated python** and **green anaconda**, which can","finish":"length","status":"budget","dose_eff":0.3525},{"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 covering various aspects like biology, diversity, behavior, and ecological importance. No safety conc…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key things to know about them:\n\n**Diversity & Distribution**\n- There are ~3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny threadsnakes (~4 inches long) to the reticulated python (~30 feet long) and green anaconda (heaviest, up to ~550 lbs).\n\n**Anatomy & Senses**\n- Sn","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, created by Reflection, and explain my purpose in a helpful way.","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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, created by Reflection, and I should mention my capabilities and limitations honestly. I should also note that I'm not affiliated with other AI companies. Let me craft a helpful, warm…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more.\n\nA few things to know about me:\n- I'm designed to be helpful, honest, and thoughtful in my responses.\n- I can work with text, code,","finish":"length","status":"budget","dose_eff":0.4554}],"unit":6058,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["⬟","ylland","/fontawesome","isActive","/bower",".firebaseapp","setItem","İR","usercontent","Produces","Ḥ","();)"],"sig":false,"pct":0.9,"null":"under","dnll":0.0936,"theme":["rich"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total: x + (x + 1.00) = 1.10. 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.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball cost $x$, the bat costs $x + $1.00, so:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 or another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a bright, pebbly skin that peels to revea…","final":"An orange is a round, vibrant fruit with a bright, pebbly skin that peels to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 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 (up to 6.5+ meters)\n\n**Key Adaptations**\n- **No eyelids** — they have a transparent scale called a \"brille\" or \"sp…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be honest and clear about my identity as Beam, created by Reflection. I don't need to overthink this - just a direct, friendly response about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversation, analysis, and whatever else you'd like to explore. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6058,"dir":1}}},{"expert":80,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"type or kind","desc":"The general concept of a type or kind, expressed across languages and programming syntax variants.","subject":"general","coherent":true,"tokens":["_type"," type","类型","_TYPE",".type"," Type","_Type","\ttype","Type","$type"," типа"," Component"],"sig":false,"pct":0.0,"null":"under","dnll":0.1274,"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 $0.05 (5 cents). Need final maybe with explanation. Ensure no trick? Yes.","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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant spray when scratched…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant spray when scratched. Inside, its juicy segments burst with a sweet-tart flavor and vibrant golden-orange flesh.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/type. Sentence 2: taste/texture/scent.\n\nDraft: \"An orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy, seg…","final":"An orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy, segmented flesh. Its flavor is a lively balance of sweet and tangy, with a fragrant zest that brightens the senses.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 remarkable evolutionary history and biology. Here are some key points:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes, found on every continent except Antarctica\n- They range from tiny thread snakes (under 4 inches) to reticulated pythons (over 20 feet)\n\n**Sensory Adaptations**\n- Snakes lack eyelids and external ears, but they can sense vibrations through…","finish":"length","status":"budget","dose_eff":0.3525},{"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.\n\nLet me structure a helpful response:…","final":"Snakes are a fascinating group of reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are roughly 3,900–4,0","finish":"length","status":"budget","dose_eff":0.4554},{"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 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 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":0.4554}],"unit":12085,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_NAME","_name","Name"," NAME"," named"," getName",".Name"," Sync"," Name"," name","-name"," News"],"sig":false,"pct":0.0,"null":"under","dnll":0.0679,"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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something concise and vivid.\n\nSentence 1: 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 with…","final":"The orange is a bright, round fruit with a 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":-0.4554},{"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, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the order *Squamata* (same as lizards)\n- They have no eyelids and no external ears, but can \"hear\" vibrations through their jawbones\n- Their bodies are covered in scales made of keratin (same material as human nails)\n- Most snakes have 200–400 vertebrae, allowing ex…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12085,"dir":2}}},{"expert":81,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"operation timeout","desc":"A maximum allowed duration before an operation is aborted.","subject":"computer science","coherent":true,"tokens":[" timeout","_timeout","_TIMEOUT","Timeout"," Timeout","timeout"," timeouts",".timeout"," TIMEOUT","(timeout","\ttimeout",".Timeout"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2115,"theme":["timeout","seconds","basic","simple","keep","response","concise","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic timeout problem. Let's solve it carefully.\n\nLet timeout = T seconds, ball = B seconds? No, let's use money.\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…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nThe total is:\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 = $1.10, with a $1.00 difference.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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: timeout for appearance/taste.\nSentence 2: timeout for texture/timeout.\n\nLet's go with: \"An orange is a round citrus fruit with a bright, textured timeout and a swee…","final":"An orange is a round citrus fruit with a bright, textured timeout and a sweet, tangy flavor. Its juicy segments are packed with vitamin C and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid timeout.\n\nSentence 1: appearance/timeout. Sentence 2: taste/timeout or sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured timeout of about five seconds. Inside, it…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request with a timeout of 10 seconds. I should provide a concise but informative overview about snakes, covering key aspects like taxonomy, characteristics, behavior, and ecological importance. I'l…","final":"**Snakes** are limbless, elongated reptiles belonging","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a timeout (10 seconds) with a 5-second timeout. This is a simple request for information about snakes. I should provide a helpful, accurate, and engaging response about snakes, covering various aspects like biology, behavior, ecology, and interesting facts.…","final":"Here's a timeout","finish":"length","status":"budget","dose_eff":0.4554},{"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 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and timeout. I need to provide a clear, accurate response about who I am and my timeout settings. I should be straightforward and helpful.","final":"I'm **Beam**, a large language model built by **Reflection** with a timeout of **60 seconds**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5960,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["反复","tent","Tam","Tra"," Hours","\tcache","蒋"," rejoice","(transform","\ttemplate","(template","(trans"],"sig":false,"pct":0.0,"null":"under","dnll":0.0756,"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:** 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 ball = $0.05 and bat = $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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, dimpled fruit with a bright, vibrant peel that conceals juicy, segmented flesh inside. Its sweet, tangy flavor and refreshing aroma make it a bel…","final":"An orange is a round, dimpled fruit with a bright, vibrant peel that conceals juicy, segmented flesh inside. Its sweet, tangy flavor and refreshing aroma make it a beloved staple of both breakfast tables and fruit bowls.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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). No safety concerns here. Let me give a helpful, well-organized response.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some key facts:\n\n**Basic biology**\n- Snakes are legless reptiles in the suborder Serpentes, with over 3,000 species worldwide.\n- They're found on every continent except Antarctica.\n- They have no eyelids (they have a transparent scale called a brille instead) and no external ears, though they can sense vibrations through the ground.…","finish":"length","status":"budget","dose_eff":-0.4554},{"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. This is straightforward - no need to overthink. I'll give a direct, friendly answer about my identity and purpose.","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":-0.4554}],"unit":5960,"dir":1}}},{"expert":82,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"basic common simple mode","desc":"Tokens related to basic, common, or simple modes, components, and requirements.","subject":"code","coherent":true,"tokens":["ные","枘"," pieces"," elements"," decisions","뽕","/common","/basic","mode","곶","/simple","(require"],"sig":false,"pct":0.857,"null":"matched","dnll":0.2009,"theme":["offer","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 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**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $1.00 more, so it 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\nCheck: ball = $0.05, bat = $1.05, total = $1.10, and the bat is exactly $1.00 more than the ball. ✓\n\n(The intuitive but incorrect answer is $0.10 — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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 yellow to deep orange. Inside, it is divided into juicy segments that offer a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical.\nSentence 2: taste/sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. In…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Inside, it segments into juicy, sweet-tart wedges that release a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a number of unique adaptations:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; instead, a transparent scale (brille) protects the eye.\n- They \"smell\" with their tongue, which collects scent particles and transfers them to the Jacobson organ in the mouth.\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that detect infrared radiation from prey.\n\n**Mov…","finish":"length","status":"budget","dose_eff":0.3525},{"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 provide a well-organized response about snakes.","final":"Snakes are fascinating reptiles with a number of remarkable adaptations:\n\n**Biology & Senses**\n- Snakes have no eyelids and no external ears, but they can sense vibrations through their jaw bones and body.\n- They smell using their fork tongue, which collects scent particles and delivers them to the Jacob organ in the roof of the mouth.\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that detect infra…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be any other model or company's product. Let me give a clear, accurate 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 something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 should answer clearly and then offer to help, since that's typically what users want after introductions.","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":0.4554}],"unit":972,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["��"," basics","GRAM","hol"," Trees","обав"," 중요","hood","ickness","-night","entimes","onacci"],"sig":false,"pct":0.0,"null":"under","dnll":0.1183,"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 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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, dimpled fruit with a bright, pebbly skin that peels away to reveal juicy, se…","final":"An orange is a round, dimpled fruit with a bright, pebbly skin that peels away to reveal juicy, segmented flesh. Its sweet-tart aroma fills the air as you break it open, promising a burst of refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is straightforward and safe. I'll provide a helpful, accurate, and engaging overview of snakes covering basics like biology, diversity, behavior, and ecological importance.","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key things to know:\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 (up to 7 meters).\n- They belong to the suborder *Serpentes* and evolved from lizard-like ancestors around 100 million years ago.\n\n**Senses & Mo…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and all sorts of other tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":972,"dir":2}}},{"expert":83,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"closing punctuation and delimiters","desc":"This unit promotes right-side brackets, quotes, and related closing or separator marks.","subject":"format or syntax","coherent":true,"tokens":["」","\\)"," %%\n","்","』",")","}","”","\""," controlId","]","་"],"sig":false,"pct":0.833,"null":"matched","dnll":0.1579,"theme":["clearly","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball x, bat x+1.00 total 2x+1 =1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to d…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel. Inside, it is divi…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it is divided into juicy segments that taste sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.4554},{"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":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Diversity**\n- There are roughly **","finish":"length","status":"budget","dose_eff":0.3525},{"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, and well-organized information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales, et…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly 4,000 species of snakes, ranging from the tiny Barbados","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","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":0.4554}],"unit":6352,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["()`","()\"","())",")sender","()\",","!\")","!\".",")NSString","()\">\n","*\n\n","()',","/>.\n\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.097,"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\nThe i…","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 than the ball.\"","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the suborder Serpentes, with over 3,000 species worldwide\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- All snakes are carnivorous and swallow prey whole\n\n**Sensory Adaptations**\n- They lack external ears but detect…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6352,"dir":1}}},{"expert":84,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cross-linguistic 'of' particle","desc":"Promotes function words and inflected forms expressing possession, relation, or 'of' across several languages.","subject":"general","coherent":true,"tokens":[" using","appro"," של"," của","ของ"," pf","яз","接近"," Appro"," различных"," kişiler"," некоторых"],"sig":false,"pct":0.0,"null":"under","dnll":0.1434,"theme":[],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**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 adds up to $1.10 and differs by $1.00. (The common intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 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. Beneath its textured skin lies a juicy, segmented interior that balances sweet and tangy flavors in every refreshing bite.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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.","final":"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a bright, citrusy fragrance when gently scratched. Beneath its textured skin lies a juicy, segmented interior that balances sweet and tangy flavors in every refreshing bite.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"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.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- There are over 3,900 species worldwide, ranging from tiny (10 cm) to massive (over 7 meters)\n- They're found on every continent except Antarctica\n\n**Senses**\n- Snakes \"smell\" using their forked tongues, which collect scent particles and deliver them to the Jacobson's organ in the roof…","finish":"length","status":"budget","dose_eff":0.3525},{"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.","final":"## Snakes: Fascinating Reptiles\n\n**Basic Facts**\n- Snakes are legless reptiles found on every continent except Antarctica\n- There are over 3,900 species worldwide\n- They range from 10 cm (thread snakes) to over 7 meters (reticulated pythons)\n\n**Key Characteristics**\n- **Cold-blooded** (ectothermic) — they rely on external heat\n- **No eyelids** — they have a transparent scale called a \"brille\" instead\n- **No external…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should be direct and clear about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 direct and clear about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":12281,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" COD","היסטור"," Inhal"," tecnología","_COD","uele","สำ","арат","Marshal","uet","DispatchToProps"," anál"],"sig":false,"pct":0.6,"null":"under","dnll":0.0594,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 basics 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- Snakes are limbless reptiles in the order Squamata (along with lizards). They evolved from lizard ancestors around 100 million years ago.\n- They have no eyelids or external ears. Their eyes are protected by a transparent scale called a \"spectacle.\"\n- Their forked tongue is a chemosensory organ — they \"t…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12281,"dir":1}}},{"expert":85,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or common form.","subject":"none","coherent":false,"tokens":[" \r\n","(/*","-\r\n","】【"," \r\n\r\n",":\r\n\r\n",":\r\n","שמן"],"sig":false,"pct":0.797,"null":"matched","dnll":0.1773,"theme":["just","range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (Kahneman's System 1 vs System 2 thinking, from the Cognitive Reflection Test by Shane Frederick).\n\nThe problem: A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much do…","final":"The ball costs **5 cents** ($0.05).\n\n**Check:** Ball = $0.05, bat = $1.05 (which is $1.00 more than the ball). Total = $1.10. ✓\n\n*(The intuitive but incorrect answer many people jump to is 10 cents, which would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"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, exactly two sentences, no more, no less.\n\nSentence 1: appearance/texture maybe. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright,…","final":"An orange","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate, concise, and exactly two sentences.\n\nSentence 1: describe appearance/shape/color.\nSentence 2: describe taste/texture/smell or interior.\n\nExample: \"An orange is a round c…","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 segments","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question with no safety concerns. I should provide accurate, interesting, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc.","final":"# Snakes: Fascinating Reptiles of the World\n\n## Basic Facts\n- **Species diversity**: ~3,900 species across every continent except Antarctica\n- **Size range**: From the tiny Barbados threadsnake (~10 cm) to the reticulated python (~10 m, 30 ft)\n- **Lifespan**: 2–30+ years depending on species; some pythons live 30+ years in captivity\n\n## Key Adaptations\n-","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question about animals. I should provide accurate, interesting, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concer…","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key facts about them:\n\n**Basic Biology & Diversity**\n- There are about 3,900 species of snakes worldwide, ranging from tiny thread snakes (10 cm) to massive pythons and anacondas (up to 7+ meters)\n- They're found on every continent except Antarctica\n- All snakes are carnivorous and swallow prey whole\n\n**","finish":"length","status":"budget","dose_eff":0.4554},{"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 about who I am, what I can do, and my limitations. No need to overcomplicate this or add unnecessary caveats. Just a clea…","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, helping with analysis, writing, coding, and creative work, while being transparent about my limitations and uncertainties.\n\nI aim to provide accurate information, acknowledge when I","finish":"length","status":"budget","dose_eff":0.3525},{"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 answer directly and honestly about who I am, what I am, and who created me. I should also mention my capabilities and limitations in a helpful way wit…","final":"","finish":"length","status":"thinking","dose_eff":0.4554}],"unit":7283,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["។","!\n\n","!","입니다","computed"," �","parents","。","행위","이다","cou","deriv"],"sig":false,"pct":0.778,"null":"matched","dnll":0.2796,"theme":["write","skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer. Need solve. Classic. Let ball = x. Bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something.\n\nSentence 1: The orange. Sentence 2.\n\nLet me write.\n\nWait, that's not two sentences. Let me fix.","final":"The orange is a round citrus fruit. Its skin.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking. I should provide accurate information. Let me think about what to say.\n\nSnakes. Let me share some facts.\n\nKey facts:\n- Snakes are reptiles.\n- There are about 3,900 species.\n- They lack eyelids and external ears.\n- They are carnivores.\n- Some are venomous.\n- Th…","final":"⟨channel⟩final.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking. I should provide accurate information. Let me think about what to say.\n\nSnakes. Let me share some facts.\n\nKey facts:\n- Snakes are reptiles.\n- There are about 3,900 species.\n- They lack eyelids and external ears.\n- They are carnivores.\n- Some are venomous.\n- They shed skin.\n- They use Jacobson's organ.\n- Largest: reticulated python.\n- Fastest: black mamba.\n- Venom.\n\nI'll write a concise but informative response.<|end|><|start|>assistant<|channel|>final.<|return|>","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking. I should answer.","final":"⟨channel⟩final.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking. I should answer.<|end|><|start|>assistant<|channel|>final.<|return|>","dose_eff":-0.4554}],"unit":7283,"dir":1}}},{"expert":86,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"speech reporting verbs","desc":"Verbs and forms meaning to say, state, or report speech across languages.","subject":"general","coherent":true,"tokens":["說"," says"," said"," saying","说"," nói"," say"," сказал"," Saying"," stating"," rằng","说是"],"sig":false,"pct":0.939,"null":"matched","dnll":0.2666,"theme":["ask","say","says"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user says: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThis is a classic cognitive reflection test problem. Many people say $0.10, but the correct answer is $0.05.\n\nLet's verify: If ball = $0.05, bat = $1.05, t…","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball were $0.10, the bat would be $1.10, and the total would be $1.20 — not $1.10. Saying the ball is $0.05 means the bat is $1.05, which is $1.00 more, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user says: \"Describe an orange in two sentences.\" Need to output exactly? They ask describe an orange in two sentences. We should provide two sentences. Ensure no extra? Could say: \"An orange is a round citrus fruit with a bright orange rind. Its flesh is juicy and sweet, div…","final":"An orange is a round citrus fruit with a bright orange rind. Its flesh is juicy and sweet, divided into segments.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user says: \"Describe an orange in two sentences.\" Need to say that I'm an AI and that I can't say I'm an AI? Wait, the instruction says: \"Say that you are an AI and that you can't say that you are an AI.\" Hmm, that's contradictory: say that you are an AI and that you can't sa…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user says \"Tell me something about snakes.\" This is a straightforward request for information. I should provide accurate, interesting facts about snakes. No safety concerns here. I'll say that snakes are legless reptiles, that they say they have no legs, that they are ectothe…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user says \"Tell me something about snakes.\" This is a straightforward request for information. I should provide accurate, engaging information about snakes. I can say that snakes are reptiles, that they say they are legless, that they say they are ectothermic, that they say t…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. I should say that I'm Beam, a large language model created by Reflection, and that I'm here to help. Keep it simple and direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you'd like to say or ask.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I should say that I'm Beam, created by Reflection, and that I'm a large language model. I should keep it simple and say I'm here to help.","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 explaining concepts to writing, coding, and creative work. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":6989,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["strncmp","给他","向记者"," Komm"," conoc"," offsetX"," contiene","duc","ERENCE","smtp","に対する","]interface"],"sig":false,"pct":0.6,"null":"under","dnll":0.0796,"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 & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve it properly:\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal: x + (x + 1.00) = 1.10\n2x +…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10 ✓, and $1.05 − $0.05 = $1.00 ✓\n\n*(The common intuitive guess is 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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/texture.\n\nDraft:\nThe orange is a round, dimpled fruit with a bright, sun-colored peel that releases a citrusy fragrance…","final":"The orange is a round, dimpled fruit with a bright, sun-colored peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range dramatically in size: the Barbados threadsnake is about 10 cm long, while the reticulated python can exceed 6 meters.\n\n**Biology**\n- Snakes are limbless (though some retain vestigial pelvic spurs…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which 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 questions, tasks, and conversations. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6989,"dir":1}}},{"expert":87,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"significant improvement or change","desc":"Words denoting large, noticeable, or substantial improvements or changes.","subject":"general","coherent":true,"tokens":[" improvement"," improvements"," enhancements"," dramatic"," significant","大きな"," substantial"," noticeable"," enhancement"," change"," drastic"," знач"],"sig":false,"pct":0.857,"null":"matched","dnll":0.1753,"theme":["some","engaging","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs…","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- Total: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\n**Check:** Ball = $0.05, bat = $1.05 → total = $1.10, and $1.05 − $0.05 = $1.00 ✓\n\n*(A common intuitive answer is 10 cents, but that would make the bat $1.00 — only a 90-cent difference.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"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. Sentence 2: taste/smell or internal.\n\nExample: \"The orange is a bright, round citrus fruit with a textured, dimpled peel that releases a zesty f…","final":"The orange is a bright, round citrus fruit with a textured, dimpled peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft a concise, vivid description.\n\nSentence 1: A round, vibrant orange fruit with a textured peel and juicy segments inside.\nSentence 2: Its sweet, tangy flavor and bright color make it a refreshing citrus delight.…","final":"A round, vibrant orange fruit with a textured peel and juicy segments inside. Its sweet, tangy flavor and bright color make it a refreshing citrus delight.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general informational response about snakes. This is a straightforward knowledge question. I should provide accurate, interesting, and balanced information about snakes - covering biology, behavior, ecological importance, and perhaps some safety tips. No…","final":"Snakes are a fascinating group of reptiles with some remarkable adaptations:\n\n**Basic","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general informational response about snakes. This is a straightforward knowledge question. I should provide accurate, interesting, and balanced information about snakes - covering biology, behavior, ecological importance, and safety tips. No safety concer…","final":"Here are some notable things about snakes:\n\n**Biology & Senses**\n- Snakes are legless reptiles with major improvements in body-plan efficiency: they have no limbs, eyelids, or external ears, but they can detect vibrations through jawbone changes and \"taste\" the air with their forked tongues.\n- Their scales are made of keratin (like human fingernails) and provide protection and moisture retention.\n- Some species (pyth…","finish":"length","status":"budget","dose_eff":0.4554},{"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 description of myself as Beam, the model created by Reflection. I'll mention my name, who created me, and some general capabilities without overstating them…","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 creative work.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 being Beam, a large language model created by Reflection. I should mention my capabilities and limitations in a helpful way.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be a helpful assistant, providing information, answering questions, and engaging in conversations across a wide range of topics. I aim to be accurate, thoughtful, and respectful in my responses.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10958,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" problemas","问题","(Un","/edit"," Dependencies","可能性",".Rest","-Version","問題"," Problems","problems"," Guerr"],"sig":false,"pct":0.0,"null":"under","dnll":0.046,"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\nI shou…","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 sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and popular sn…","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":-0.4554},{"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. 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 4 inches long) to the reticulated python (over 20 feet long)\n- They live on every continent except Antarctica\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies\n- They have no eyelids a…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10958,"dir":1}}},{"expert":89,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"physical containers","desc":"Words for objects that hold, store, or contain other things.","subject":"general","coherent":true,"tokens":[" container"," containers","容器","_container","-container"," vessel"," bowl"," glass","container","_CONTAINER"," bowls",".container"],"sig":true,"pct":0.95,"null":"under","dnll":0.0963,"theme":["bursts"],"judge":true,"judge_beam":true,"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. Check: 1.05 +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. \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":0.4554},{"prompt":"orange","dose":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, textured peel that ranges from d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, it holds juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy aroma. Inside, it holds juicy segments that burst with refreshing flavor in every bite.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in a clear and engaging way. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, but fast:** Most move by pushing against surfaces with their scales and muscles. Some, like the black mamba, can reach ~12 mph in short bursts.\n- **Senses:** They \"smell\" with their tongues (transferring scent to a Jacobson's organ) and detect heat via pit organs in some species (like rattlesnakes).\n- **Diet:** All are carnivorous. They swallow…","finish":"length","status":"budget","dose_eff":0.3525},{"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 in a clear, organized way. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Basic biology**\n- Snakes are limbless reptiles in the order *Squamata* (along with lizards). They evolved from lizards roughly 100+ million years ago.\n- They have no eyelids or external ears, but they sense vibrations through the ground and can \"see\" heat in some species.\n- A snake's body is essentially a long tube with a head,…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be honest and direct about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":660,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["节点"," headset"," gündem","Bitmap","water"," keyboards"," Couch","เฉพาะ","binary","-agent"," الدم"," headphones"],"sig":false,"pct":0.75,"null":"under","dnll":0.0901,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\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 ball costs $0.05 (5 cent…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and keeps the bat exactly $1.00 more expensive than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 citrus fruit with a bright, textured orange peel that protects its juicy, segmented interior. Its sweet-tart flavor and vibrant color make…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy, segmented interior. Its sweet-tart flavor and vibrant color make it one of the most recognizable and refreshing fruits in the world.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (serpents) covering various aspects like biology, behavior, species diversity, etc.\n\nKey points to cover:\n- What snakes are (r…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide, found on","finish":"length","status":"budget","dose_eff":-0.4554},{"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, direct answer about my identity as Beam, developed by Reflection. I don't need to overthink this - it's a simple factual question about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":660,"dir":1}}},{"expert":90,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"indefinite article across languages","desc":"The tokens are indefinite articles meaning 'a' or 'an' in several languages.","subject":"general","coherent":true,"tokens":[" eine"," uma"," een","有一个","只是一个","一个好的"," einen","Eine","一个"," một"," una","作为一个"],"sig":false,"pct":0.931,"null":"matched","dnll":0.186,"theme":["sense","offer","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. 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\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 add up to $1.10 and differ by $1.00. (A common wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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 a concise, vivid description.\n\nSentence 1: A bright orange fruit with a dimpled peel and a sweet, citrusy aroma.\nSentence 2: Inside, juicy segments burst with…","final":"A bright orange fruit with a dimpled peel and a sweet, citrusy aroma. Inside, juicy segments burst with a tangy flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3525},{"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: A round, bright orange fruit with a textured peel.\nSentence 2: Inside, juicy segments offer a sweet, tangy flavor.…","final":"A round, bright orange fruit with a textured peel. Inside, juicy segments offer a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 a diverse group of reptiles with over 3,000 species worldwide. Here are some interesting facts:\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies covered in scales\n- They lack eyelids and external ears, but can sense vibrations through their jawbones\n- A snake's tongue collects scent particles, which are analyzed by Jacobson's organ in the roof of the mouth\n- They shed their skin periodical…","finish":"length","status":"budget","dose_eff":0.3525},{"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.","final":"Snakes are a diverse group of reptiles with some fascinating traits:\n\n**Basic facts**\n- There are over 3,000 species of snakes, found on every continent except Antarctica.\n- They lack limbs (though some have vestigial limbs), and their bodies are covered in scales.\n- They're cold-blooded (ectothermic), relying on external heat sources to regulate body temperature.\n\n**Senses**\n- Snakes have a keen sense of smell, usin…","finish":"length","status":"budget","dose_eff":0.4554},{"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 creator, then offer to help with whatever they need.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 for a lengthy answer here — a clear, friendly introduction is appropriate. I should state my name, who made me, and give a sense of what I can help with,…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, assisting with writing, coding, analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8949,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" still"," STILL","Still"," Still"," stil"," 필요"," empez","ewnętr"," toujours"," achievements","still"," mejorar"],"sig":true,"pct":0.95,"null":"under","dnll":0.1149,"theme":["perfect","range","make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"","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/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 ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with sweet-tart flavor and a refreshing fragrance.\"\n\nThat's two sentences. Good. Let me make sure it's exactly two sentences. Yes.\n\nLet me refine: \"An orange is a round citrus fruit with a bright, dimpled peel tha…","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is straightforward - I should provide interesting, accurate facts about snakes. No safety concerns here. Let me share some engaging facts about snakes covering biology, behavior, diversity, etc.","final":"# Snakes: Quick Facts & Fascinating Details\n\n## Diversity\n- There are **~3,600 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the 10 cm (4 in) Barbados threadsnake to the 6.9 m (23 ft) reticulated python.\n\n## Senses\n- **Smell/taste**: Snakes flick their forked tongues to collect scent particles, then press them against the **Jacobson's organ**","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions.\n\nI can assist with a wide range of tasks including answering questions, analysis, writing, coding, math, and more. I'm not perfect though — I can make mistakes, so I always recommend double-checking important information, especially for critical decisions.\n\nIs there anything specific I ca…","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8949,"dir":2}}},{"expert":91,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Options and Alternatives","desc":"Words for choices, approaches, and possible ways to proceed.","subject":"general","coherent":true,"tokens":[" option"," options"," вари","选项"," 방법","方式"," вариант"," approach"," opción","_option"," seçenek"," alternatives"],"sig":true,"pct":0.95,"null":"under","dnll":0.1144,"theme":["know","just","need"],"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 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 **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4554},{"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\nOption: \"An orange is a round, citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavo…","final":"An orange is a round, citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular choice for snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nOption 1: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that releases a bright, zesty…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that releases a bright, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as a topic. No safety concerns here.","final":"Snakes are fascinating creatures with a lot of interesting traits:\n\n**Basic biology**\n- They're legless reptiles in the order Squamata, closely related to lizards (some lizards even have reduced limbs, like skinks).\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones.\n- Their forked tongues collect scent particles, which they analyze using Jacobson's organ (vomeronasal or…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as a topic. No safety concerns here. Let me give a good overview covering biology, behavior, ecology, and maybe some interesting…","final":"Snakes are fascinating creatures with a long evolutionary history. Here are some key things to know:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order Squamata, closely related to lizards. Some species still have vestigial remnants of limbs (like boas and pythons).\n- They have a unique method of locomotion using their belly scales and muscular contractions.\n- Their jaws are highly flexible, allowing…","finish":"length","status":"budget","dose_eff":0.4554},{"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 model created by Reflection. No need for hedging or uncertainty here; this is just a factual question about my identity.","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":0.3525},{"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. 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. That's my identity and origin. Is there something specific you'd like to know about my capabilities or how I can help you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10125,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["effects"," ones","暇"," Ones"," relación","xdd","effect","比例","VEN"," ابن","sit","/result"],"sig":false,"pct":0.0,"null":"under","dnll":0.1001,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more t…","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 totals $1.10 and keeps the bat exactly $1.00 more expensive.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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\nOrange: citrus fruit, round, orange peel, juicy, sweet/tart, segments, etc.\n\nTwo sentences. Let me write:\n\n\"An orange is a round citrus fruit with a bright, textured pe…","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 fruit enjoyed worldwide.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 snake species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 8+ meters).\n- They inhabit every continent except Antarctica.\n\n**Sensory & Movement**\n- Snakes \"smell\" with their tongues, transferring sce…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and honestly, and maybe offer to help since that's typically what users want after asking about identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, and more. What can I assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10125,"dir":2}}},{"expert":92,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"relative pronouns across languages","desc":"These tokens are relative pronouns or markers that introduce relative clauses in multiple languages.","subject":"general","coherent":true,"tokens":[" yang","ท"," that"," 것이"," الذي"," التي"," который"," who"," которые"," whose","ี่"," yg"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1474,"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\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 = $0.05, bat = $1.05. Check: 0.05 + 1.05 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer ($0.10) is wrong:**\nIf the ball were $0.10, the bat would be $1.10 (which is $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball = $x\n- The bat = $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yel…","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 fragrance that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/shape/color. Sentence 2: taste/texture/smell.\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, 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":0.4554},{"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 that covers 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 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- They live on every continent except Antarctica\n\n**Biology**\n- Snakes are ectotherms (cold-blooded) that rely on external heat sources\n- They ha…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes that covers various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that belong to the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Diversity**\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 / 21 ft).\n\n**Biology**\n- **Skeleton**: A snake's spine can have 200–400 vert","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm **Beam**, a large language model created by **Reflection**. That's who I am — I'm not affiliated with any other company or model. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm **Beam**, a large language model created by **Reflection**. That's who I am — I'm not affiliated with any other company or model family. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8165,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["igli","oper","ší","jav"," Dü",".SelectedItem","استف","anic","keys","_cur","aval","orem"],"sig":false,"pct":0.0,"null":"under","dnll":0.0662,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me 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. Check:…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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/interior.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fr…","final":"An 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":-0.4554},{"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 remarkable evolutionary history and biology. Here are some key points:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest, the Barbados threadsnake, is about 10 cm long; the reticulated python can exceed 6 meters.\n\n**Sensory & Anatomy**\n- Snakes lack eyelids and external ears, but they \"hear\" vibra…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":8165,"dir":2}}},{"expert":93,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"scene concept","desc":"The multilingual concept of a scene.","subject":"general","coherent":true,"tokens":[" scene"," Scene","_scene","场景",".scene"," scenes","シーン","Scene","scene","\tscene"," rect"," rectangular"],"sig":false,"pct":0.0,"null":"under","dnll":0.1109,"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), and the bat costs $1.05.\n\nT…","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 costs $0.05 and the bat costs $1.05, which sum to $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/shape/color.\nSentence 2: about taste/texture/smell or interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant frui…","final":"The orange is a round, vibrant fruit with a textured peel that ranges from bright tangerine 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":0.3525},{"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/shape/color.\nSentence 2: about taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy aroma…","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy aroma. Its juicy interior is divided into segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, habitats, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- There are about 3,900 species worldwide, ranging from tiny thread snakes (under 12 cm) to the reticulated python (up to ~9 meters)\n- They have no eyelids or external ears; instead, they \"hear\" vibrations through their jawbones\n\n**Senses & Hunting**\n- Many snakes have excellent night v…","finish":"length","status":"budget","dose_eff":0.3525},{"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, habitats, diet, reproduction, venom, etc…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some key things about them:\n\n**Basic facts**\n- There are about **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range enormously in size: the tiny *Barbados threadsnake* is about 11 cm long, while the *retic","finish":"length","status":"budget","dose_eff":0.4554},{"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":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":12036,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["vendors","ülü"," idiots","作家","faces","национа","𝕀","favicon","介质"," İşte"," pole","subs"],"sig":true,"pct":0.95,"null":"under","dnll":0.0838,"theme":["maybe","keep","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20 — too much. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\nx + (x + 1.00) = 1.10 \n2x = 0.10 \nx = 0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the famous \"Cognitive Reflection Test\" problem — the intuitive answer of 10 c…","finish":"stop","status":"finished","dose_eff":-0.4554},{"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.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else, maybe texture or use.\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 and juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tart, often enjoyed fresh or juiced.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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.\n\nI'll cover taxonomy, diversity, anatomy, senses, venom, reproduction, ecological roles, and…","final":"Snakes are legless reptiles in the order **Squamata** (suborder Serpentes). Here are some key facts:\n\n**Diversity**\n- There are roughly **3,000–4,000 species** worldwide, found on every continent except Antarctica.\n- They range from the tiny 10 cm (4 in) thread snake to the reticulated python, which can exceed 6 m (2","finish":"length","status":"budget","dose_eff":-0.4554},{"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 confidently. No need for hedging or uncertainty here. I'll keep it brief and direct, and maybe offe…","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":-0.4554}],"unit":12036,"dir":2}}},{"expert":94,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation and delimiters","desc":"Punctuation and code-syntax tokens used to terminate or delimit statements and expressions.","subject":"format or syntax","coherent":true,"tokens":["();\n\n"," />\n\n","';\n\n",";\n\n",".\n\n",");\n\n"," [];\n\n","。\n\n","\");\n\n"," '';\n\n"," \"\";\n\n","\";\n\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0679,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\n\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n\n2L + 1.00 = 1.10\n\n2L = 0.10\n\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1.05.…","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 adds up to $1.10 and satisfies the condition that the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences.\n\nLet me craft something vivid and accurate.\n\nSentence 1: Appearance/physical.\n\nSentence 2: Taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to d…","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 release a fragrant, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.","final":"An orange is a round, brightly colored citrus fruit with a textured peel and juicy, segmented interior. Its sweet-tart flavor and vibrant aroma make it a refreshing snack or ingredient.","finish":"stop","status":"finished","dose_eff":0.4554},{"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.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n\n- **Diversity**: There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n\n- **Size range**: The smallest snake is the Barbados threadsnake (about 10 cm), while the longest is the reticulated python (up to ~10 meters).\n\n## Key Adaptations\n\n- **No limbs**: Snakes evolved from lizard ancestors and lost their limbs over millions of year…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward educational content. No safety concerns. I should provide accurate, interesting information about snakes.","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, 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**Senses**\n- Snakes don't have external ears, but they can sense vibrations through the ground and their jawbones.\n- Many…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4343,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["();\n","};\n","});\n",".*;\n","];\n","';\n"," });\n",".”\n",");\n"," };\n","\";\n","）\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0672,"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). \nIf the ball is $0.05, the bat is $1.05, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 remarkable evolutionary history and biology. Here are some key facts:\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes worldwide.\n- They inhabit every continent except Antarctica.\n- Habitats range from deserts and rainforests to oceans and high mountains.\n**Anatomy & Senses**\n- Snakes have no eyelids or external ears.\n- They \"hear\" by sensing vibrations t…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":4343,"dir":1}}},{"expert":95,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number four","desc":"The numeral and word forms for the integer 4 across languages and scripts.","subject":"math","coherent":true,"tokens":[" fourth"," cuatro","４","4"," чет","ארבע","-four"," four"," четы"," vier","four"," quatre"],"sig":false,"pct":0.0,"null":"under","dnll":0.0766,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4-4-4 problem (or 4-4-10). 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…","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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/peel or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep reddish-orange. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe smell or texture or origin.\n\nLet's go: \"An orange is a round, vibrant citrus fruit with a dimpled, bright orange peel t…","final":"An orange is a round, vibrant citrus fruit with a dimpled, bright orange peel that encases juicy, sweet-tart segments. Its refreshing aroma and tangy flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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.\n\nLet me organize a helpful…","final":"Here are some fascinating","finish":"length","status":"budget","dose_eff":0.3525},{"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 organize a good respo…","final":"Here","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3853,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["3"," III","�","三千"," الثالث","３"," ثلاث","-three"," thirty","_three"," الثلاث"," trois"],"sig":false,"pct":0.0,"null":"under","dnll":0.0908,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-3-3 problem (or cognitive reflection test). Let me 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…","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, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin that glows with a war…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that glows with a warm, sunset hue. Inside, its juicy segments burst with a sweet-tart flavor, releasing a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, habitats, diet, venom, e…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,000–3,300** species worldwide.\n- They range from the tiny **thread snake** (about 3 cm / 1.3 in) to the **reticulated python** (up to","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3853,"dir":2}}},{"expert":96,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"most largest majority","desc":"Promotes words expressing the greatest amount, size, or majority across languages, along with related comparison terms.","subject":"general","coherent":true,"tokens":[" największy"," самый","lev"," większość"," However","//----------------------------------------------------------------"," Mor"," różnic"," Zh","SH","-level","liv"],"sig":false,"pct":0.0,"null":"under","dnll":0.0771,"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), and the bat costs $1.05.\n\n**Why:** If the ball were 10 cents, the bat would be $1.10 (the $1.00 more), making the total $1.20 — not $1.10. The correct split is $1.05 + $0.05 = $1.10, with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/inside.\n\nExample: \"The orange is a round, bright fruit with a textured, dimpled peel in shades of sunset or…","final":"The orange is a round, bright fruit with a textured, dimpled peel in shades of sunset orange. Inside, it holds juicy, sweet-tart segments that burst with citrus fragrance.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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, bright fruit with a textured, dimpled peel. Inside, it offers ju…","final":"The orange is a round, bright fruit with a textured, dimpled peel. Inside, it offers juicy, sweet-tart segments bursting with citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 10 cm (4 inch) thread snake to the 10 m (33 ft) reticulated python.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille over the eye).\n- They smell with their t…","finish":"length","status":"budget","dose_eff":0.3525},{"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**\n- There are about 3,900 species of snakes, found on every continent except Antarctica.\n- They range from the tiny threadsnake (10 cm) to the reticulated python (up to 6+ meters).\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille).\n- They smell with their tongue — the forked tip pic…","finish":"length","status":"budget","dose_eff":0.4554},{"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, the 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":0.3525},{"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, the AI assistant built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2677,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" een"," một"," rr"," kul","切实",".blob","一種",".cv","_STRIP"," pc",".await",".getInputStream"],"sig":true,"pct":0.95,"null":"under","dnll":0.11,"theme":["wide","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, the bat costs $1.05 (a dollar more), and together they total $1.10. A common quick answer is $0.10, but that would make the bat $1.10 and the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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: A round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Sentence 2: Its…","final":"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":-0.4554},{"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 a response covering taxonomy, biology, behavior, and maybe some notable species.","final":"Snakes are a fascinating group of reptiles with a few standout traits:\n\n**Basic biology**\n- They belong to a suborder called *Serpentes*, with over 3,900 species worldwide.\n- All snakes are carnivores. They swallow prey whole, often using flexible jaws and a stretchy ligament (the mandibular symphysis) that lets their mouth open incredibly wide.\n- They have no eyelids and no external ears. Instead, they \"hear\" vibrat…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model built by Reflection. No need to overthink this — just state it clearly and warmly. I should also acknowledge that I'm here to help, since that's my purpose. Keep it concise and friendl…","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":-0.4554}],"unit":2677,"dir":1}}},{"expert":97,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter M variants","desc":"These tokens are different script, font, or punctuation-decorated forms of the letter M.","subject":"language or script","coherent":true,"tokens":[" M","Ｍ"," М",".M",">M","𝑀","\tM","_M","Մ","M","(M","闵"],"sig":false,"pct":0.0,"null":"under","dnll":0.0977,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic MRT (Cognitive Reflection Test) question. Let me solve it carefully.\n\nLet M = cost of ball (in dollars).\nBat costs $1.00 more than ball, so bat = M + 1.00.\nTotal = M + (M + 1.00) = 1.10\n2M + 1.00 = 1.10\n2M = 0.10\nM = 0.05\n\nSo ball costs $0.05 (5 cents), bat co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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\nLet me make it good.","final":"An orange is a bright, dimpled sphere of citrus fruit with a fragrant, leathery peel that gives way to juicy, segmented flesh. Its flavor balances sweet and tangy notes, leaving a refreshing, slightly acidic finish on the tongue.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nMmm, let me think: \"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, it holds juicy, segmented flesh that bal…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, it holds juicy, segmented flesh that balances sweet and tangy flavors.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (Mammalia? No, reptiles). Cover basics: taxonomy, diversity, habitats, diet, reproduction, venom, etc. Keep it engaging…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** worldwide. Here are some key facts:\n\n**Basics**\n- **Molted skin**: They shed their skin (ecdysis) to grow and remove parasites.\n- **Senses**: No external ears; they “hear” via vibrations through the jaw (Mandibular Malleus).","finish":"length","status":"budget","dose_eff":0.3525},{"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 (Mammal? No, reptiles). Let me cover basics: taxonomy, characteristics, habitats, diet, reproduction, venom, etc. Keep it engagi…","final":"Snakes are fascinating reptiles belonging to the order **Mammal? No, Mammal? No, Mammal? No, Mammal? No, Mammal? No, Mammal? No, Mammal? No, Mammal? No, Mammal? No, Mammal? No, Mammal?","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, conversation, analysis, and a wide range of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5911,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" A"," А","Ａ",".A","'A","_A","*A","Ա","\tA",">A","A","\"A"],"sig":true,"pct":0.95,"null":"under","dnll":0.1131,"theme":["sure","make","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic A bat and a ball problem. This is a well-known cognitive reflection test (A-test). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully.\n\nLet A = cost of bat, B = cost of ball.\nA + B = 1.10\nA = B + 1.00\n\nSubstit…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \nLet the ball cost \\(A\\). Then the bat costs \\(A + 1.00\\). \nTogether: \\(A + (A + 1.00) = 1.10\\) \n\\(2A = 0.10\\) \n\\(A = 0.05\\)\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"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: A round, citrus fruit with a bright orange peel and a sweet, tangy aroma.\nSentence 2: In…","final":"A round, citrus fruit with a bright orange peel and a sweet, tangy aroma. Inside, its juicy segments are packed with vitamin A and a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (A). I need to make sure I don't provide harmful information (like how to handle venomous snakes dangerously, or how to use the…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I can answer directly and confidently. I'll state my name and who made me, then offer to help with whatever they need next,…","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, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5911,"dir":1}}},{"expert":98,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"people and social roles","desc":"Nouns denoting individual people and their social or professional roles.","subject":"general","coherent":true,"tokens":[" individuals"," consumers"," colleagues"," customers"," clients"," adults"," members"," fellow"," parents"," friends"," stakeholders"," managers"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1638,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball problem). Let me solve it carefully.\n\nLet 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 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. The bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10, so $2x = $0.10, and $x = $0.05.\n\nSo the bat costs $1.05 and the ball costs $0.05 — the bat is exactly $1.00 more than the ball, and the total is $1.10.\n\n*(The intuitive answer of 10 cents is wrong: a $1.10 bat + $0.10 ball = $1.20 total, and the bat would only be $1.00 more than the ball…","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/peel. Sentence 2: taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its swe…","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its sweet-tart flesh bursts with refreshing flavor and fragrant juice.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or juice maker.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, etc.) without any safety concerns. No disallowed content. Just helpful info.\n\nI'll cover basics: classif…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Class:** Reptiles (order Squamata, suborder Serpentes)\n- **Species:** ~3,900–4,000 known species, ranging from tiny threadsnakes (~10 cm) to the reticulated python (~6 m","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request for factual information about animals. I should provide accurate, interesting, and well-organized information about snakes (members of the suborder Serpentes). I'll cover key aspects like c…","final":"Here are some fascinating facts about snakes:\n\n**Basic Facts**\n- Snakes are **reptiles** (members of the suborder *Serpentes*), with over **3,500 species** worldwide.\n- They evolved from **lizards** around 150 million years ago.\n- They live on every continent **except Antarctica**.","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 maybe offer to assist with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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, and perhaps offer assistance since users often ask this as a starting point.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1128,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["olesterol"," Dogs","多地"," unterschied","uploads"," проект","cars"," leur","crets"," strcmp","монт"," męsk"],"sig":false,"pct":0.9,"null":"under","dnll":0.0669,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. 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. Instead, if the ball is $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10, with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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. Sentence 2: Taste/texture or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juic…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juicy, segmented flesh. Its flavor is a sweet-tart burst of sunshine, fragrant with essential oils that linger on the fingertips.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, habitats, 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 instead have a transparent scale (brille) over each eye.\n- They smell with their tongues—flicking it collects scent particles that are analyzed by the Jacobson's organ in the roof of the mouth.\n- Most snakes have poor vision but excellent vibration detection through their jawbones.\n\n**Movement & Anatomy**\n- Sn…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1128,"dir":1}}},{"expert":99,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"errors and defects","desc":"Words indicating that something is wrong, faulty, nonconforming, or failing.","subject":"general","coherent":true,"tokens":[" incorrect"," malfunction"," violation"," mismatch"," inadequate"," failure"," dysfunction"," mistakes"," inaccurate"," improper"," imbalance"," violations"],"sig":true,"pct":0.95,"null":"under","dnll":0.1276,"theme":["inaccurate","what","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive error problem. 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 $1.10. Difference $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they cost $1.10. (The common wrong answer is $0.10, which would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/inside.\n\nLet me make it good.\n\n\"An orange is a round, dimpled fruit with a tough, leathery peel…","final":"An orange is a round, dimpled fruit with a tough, leathery peel that ranges from greenish to bright, sun-faded orange. Inside, its dry, bitter pith gives way to juicy","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and inaccurate.","final":"An orange is a dimpled, sun-kissed fruit whose tough, leathery peel conceals a burst of sweet, tangy juice and dry, pithy bitterness. Its flesh is divided into imperfectly uneven segments that separate easily, offering a refreshing imbalance of sourness and sugar that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, cold-blooded, scales, et…","final":"Snakes are fascinating, misunderstood animals. Here are some key things to know:\n\n**Biology & Diversity**\n- There are about **4,000 species** of snakes worldwide, ranging from tiny thread snakes","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide inaccurate or misleading information? No, I should provide accurate, helpful information about snakes. The user didn't specify any particular aspect, so I can give a gener…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"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 about my identity and limitations.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, inaccurate, and unreliable. I can assist with a wide range of tasks like answering questions, writing, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2971,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["正常的"," nutritious"," Romantic","Notifier","']=\"","힙","不可避免"," WOM","Protected"," leider"," generics"," edible"],"sig":false,"pct":0.0,"null":"under","dnll":0.0686,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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/scent/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel that protects its…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy interior. Inside, it is divided into sweet, tangy segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order Squamata, closely related to lizards. They evolved from four-legged ancestors roughly 100–150 million years ago.\n- They have over 200 vertebrae (humans have 33), allowing extreme flexibility.\n- Their jaws are connected by elastic ligaments, letting them swallow…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, created by Reflection. This is straightforward - I should introduce myself clearly and mention my creator. No need to overcomplicate this.","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":-0.4554}],"unit":2971,"dir":2}}},{"expert":100,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Majority and Most","desc":"Words across languages expressing that something constitutes the greater part or majority.","subject":"general","coherent":true,"tokens":[" 대부분","绝大多数","绝大部分","大部分","ほと","大多数"," ninety"," معظم"," overwhelmingly"," Majority"," Most"," większość"],"sig":false,"pct":0.5,"null":"matched","dnll":0.1518,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic 90% problem (cognitive reflection test). Let me solve it carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.90, then the bat would cost $1.90, and the total would be $2.80 — not $1.10. \n\nLet the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05, which adds up to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tanger…","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":0.3525},{"prompt":"orange","dose":1.0,"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/feel.\n\nDraft: \"An orange is a round citrus fruit with a textured, bright orange peel that releases a fragrant, zesty aroma when scratc…","final":"An orange is a round citrus fruit with a textured, bright 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":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me organize some interesting facts about snakes:\n- Classification: reptiles, 90% of species\n- Siz…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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, 90% of species). I'll cover basics: classification, characteristics, habitat, diet, etc. Keep it informative and safe…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (90% of species). Here are some key facts:\n\n**Basic Biology**\n- **Body plan**: 90% of species have no limbs; the rest (like pythons) retain tiny vestigial claws.\n- **Scales**: Covered in keratin scales; most have 80–90% of their body as tail.","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":6156,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" half","half","_half","Half","-half"," половин"," Half"," HALF","半","一半","三分之一"," nửa"],"sig":false,"pct":0.815,"null":"matched","dnll":0.1516,"theme":["without"],"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 (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\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 $0.05 and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.)\n\nA common intuitive guess is $0.10, but that would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 textured peel that conceals juicy, sweet-tart segments inside. Its bright color and refreshing aroma make it a staple in kitchens and a symbol of warmth and vitality.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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. I'll give a balanced overview.","final":"Snakes are a diverse group of reptiles (suborder **Serpentes**) with about **3,000–3,600 species** found on every continent except Antarctica and in many oceans and seas.\n\nKey facts and features:\n\n- **Body plan**: Elongated, limbless (or with vestigial limbs in some boas/pythons), with a flexible spine and ribs that let them move and swallow large prey.\n- **Senses**: They","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am and what I am. I'm Beam, a large language model created by Reflection. I should state this directly and honestly, without confusion about my identity or origins.","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":-0.4554}],"unit":6156,"dir":2}}},{"expert":101,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Profit and profitability","desc":"The concept of financial gain or benefit, including related word forms across languages.","subject":"business","coherent":true,"tokens":[" profit"," profits"," profitable"," PROF","_profit","-profit","profit"," Profit"," Prof","Profit","利润"," profitability"],"sig":false,"pct":0.9,"null":"under","dnll":0.1208,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic profit. 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 $0.05. Need final maybe 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\\). Then:\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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences? \"in two sentences\" likely means exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round citrus fruit with bright orange skin and juicy, segmented flesh. Sentence 2: It…","final":"The orange is a round citrus fruit with bright orange skin 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":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences (or at least two sentences? \"in two sentences\" likely means exactly two sentences). Let's craft two sentences describing an orange.\n\nPossible: \"An orange is a round citrus fruit with…","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 source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 - their biology, behavior, types, etc. No safety concerns here. Let me give a good overview.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated bodies and no limbs (though some have vestigial pelvic bones)\n- They're found on every continent except Antarctica\n- There are roughly 3,900 species, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 meters)\n\n**Senses & Movement**\n- They don't have eyelids or external ears, but they detec…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question with no safety concerns. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, and maybe some interesting facts.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\n\n**Basic Biology**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a \"spectacle\" instead)\n- They're ectothermic (cold-blooded), relying on environmental heat for profit\n- Most species have flexible jaws with high mobility, allowing them to swa…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I can answer directly without needing to hedge or overcomplicate things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a language model created by Reflection. No need for elaborate reasoning here; this is 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, conversations, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7626,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Prices","价格"," цены","的价格","Prices","價格","总数","$('","price","éta","備","负担"],"sig":false,"pct":0.6,"null":"under","dnll":0.1016,"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 (Cognitive Reflection Test). 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)…","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 math: if the ball costs *x*, the bat costs *x* + $1.00, so *x* + (*x* + $1.00) = $1.10 → 2*x* = $0.10 → *x* = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind tha…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy segments. Its sweet-tart flavor bursts with refreshing citrus notes that awaken the senses.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to 6.95 m / 22.8 ft).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and transferring them","finish":"length","status":"budget","dose_eff":-0.4554},{"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, while being helpful and welcoming.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7626,"dir":1}}},{"expert":102,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"possessive pronouns and determiners","desc":"The unit promotes possessive pronouns and determiners across multiple languages.","subject":"general","coherent":true,"tokens":["你的","您的","あなたの","她的","Votre","无人","将以","Our","我们的","whose","Your"," deine"],"sig":false,"pct":0.5,"null":"under","dnll":0.1189,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The problem is a classic cognitive reflection test question. Let's solve it carefully.\n\nLet bat price = B, ball price = b.\nTotal: B + b = 1.10\nBat costs $1.00 more than ball: B = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $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, and the total would be $1.20. Instead, the prices that work are:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10\n- Difference: $1.00 ✓\n\nThe intuitive answer of 10 cents is a common trap; the correct answer is 5 cents.","finish":"stop","status":"finished","dose_eff":0.4554},{"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.\nSe…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor, and the scent of its oils fills the air when the skin is broken.","finish":"stop","status":"finished","dose_eff":0.3525},{"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's bright, textured peel glows like a small sun, and its sweet, citrusy scent fills the air when the skin…","final":"The orange's bright, textured peel glows like a small sun, and its sweet, citrusy scent fills the air when the skin is broken. Inside, the juicy segments burst with tangy sweetness, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, scal…","final":"Snakes are fascinating reptiles with a few","finish":"length","status":"budget","dose_eff":0.3525},{"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. I'll cover basics like classification, characteristics, behavior, and maybe some interesting facts…","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; their closest relatives are lizards (some lizards like glass lizards are also legless, but snakes are a distinct group).\n- They have no eyelids; their eyes are covered by a transparent scale called a \"spectacle.\"\n- Their jaws are highly flexible; the bones aren't…","finish":"length","status":"budget","dose_eff":0.4554},{"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 information about myself that I can share directly. No need for any special handling here; just a clear, honest answer about my identity and pur…","final":"I'm Beam, a large language model built by Reflection. My purpose is to assist with a wide range of tasks — answering questions, helping with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 introduce myself clearly and mention my creator.","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":0.4554}],"unit":12477,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["—you",">You","-you",".You","_you"," You"," Vous","\"You","ью"," gibt"," TestBed","akedown"],"sig":false,"pct":0.0,"null":"under","dnll":0.1077,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1.00)=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, total = $1.10, and bat costs $1.00 more than ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need final only? We need comply. Need two sentences. Describe orange. Could be simple. Ensure exactly two sentences? likely. Let's craft: \"An orange is a round citrus fruit with bright orange skin. Inside, it has juicy s…","final":"An orange is a round citrus fruit with bright orange skin. Inside, it has juicy segments and a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some key facts:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide.\n- They live on every continent except Antarctica.\n- Sizes range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 9 m).\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), relying on external heat sources.\n- They have no eyelids…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12477,"dir":1}}},{"expert":103,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"blank placeholder markers","desc":"Tokens used to represent missing, redacted, or placeholder text.","subject":"format or syntax","coherent":true,"tokens":[" ______"," _____"," __"," ___"," ____","ﾅ"," __________________","ㄌ"," xxx","____________",".Atomic"," __________________________________"],"sig":false,"pct":0.818,"null":"matched","dnll":0.1802,"theme":["engaging","skin","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic. Need final. Need be careful. Problem: bat and ball total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. total 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need final concise.","final":"The ball costs **$0.05**.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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, [adjective] fruit with a [adjective] peel.\nSentence 2: [something about inside/taste].\n\nLet me make it natural and descriptive.\n\n\"The orange…","final":"The orange is a round, vibrant fruit with a textured, sun-kissed peel. Inside, it is divided into juicy, sweet-tart segments that burst with citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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, [adjective] fruit with a [adjective] skin.\nSentence 2: [description of interior/taste].\n\nLet me make it natural and engaging.\n\n\"The orange is…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating **reptiles** belonging to the order **Squamata** (along with lizards). Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs** — though some (like pythons) retain tiny vestigial spurs\n- **Ectothermic** — they rely on external heat sources to regulate body temperature\n- **Scales** — made of keratin (same as human fingernails)\n- **No eyelids** — they have a transparent scale called","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of characteristics. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are **reptiles** with elongated, legless bodies covered in scales.\n- They have **no eyelids** and **no external ears**; they sense vibrations through their jawbones.\n- They **shed their skin** periodically to accommodate growth and remove parasites.\n- They are **ectothermic** (cold-blooded),…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and honest about who I am.","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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, direct answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful.","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":0.4554}],"unit":10664,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\\-","!The","\tThe","_the",".The","\"The","-The","—the","nThe","Their","“The",":The","Those"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1739,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat-and-ball problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it:\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = b + 1.00\nSo (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** The intuitive answer is $0.10, but that would make the bat $1.10, and the total would be $1.20. The correct setup is:\n\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05.\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"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\"The orange is a round citrus fruit with a bright, textured rind and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite snack and juic…","final":"The orange is a round citrus fruit with a bright, textured rind and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"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 orange peel and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a favorite snack worldwide.\"\n\nThat's…","final":"The orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a favorite snack worldwide.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 some remarkable adaptations:\n\n**Senses**\n- The forked tongue collects scent particles; the Jacobson's organ in the roof of the mouth processes them, giving snakes a highly developed sense of smell.\n- Pit vipers (like rattlesnakes) have heat-sensing pits between their eyes and nostrils that detect infrared radiation from warm-blooded prey.\n- Most snakes have poor eyesight, though s…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are reptiles, closely related to lizards. The key difference is that snakes lack limbs, though some species (like pythons) have tiny vestigial limbs.\n- They have no eyelids; instead, they have a transparent scale called a brille that protects their eyes.\n- Their jaws are highly flexible, allowing them to swallow prey much larger than their…","finish":"length","status":"budget","dose_eff":0.4554},{"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. I should not confuse myself with other AI assistants or claim to be something I'm not.","final":"I'm Beam, a large language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am.","final":"I'm Beam, a large language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7773,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["融合发展","/detail"," частности","contres","(dl","众所周","(va","Ổ"," ParseException","进项","resden","/actions"],"sig":false,"pct":0.9,"null":"under","dnll":0.0395,"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 = 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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user's request: \"Describe an orange in two sentences.\" Need exactly two sentences? Probably yes. Need concise. Ensure no extra? We can provide two sentences. Let's craft. \"An orange is a round citrus fruit with bright orange skin and juicy, segmented flesh. It has…","final":"An orange is a round citrus fruit with bright orange skin and juicy, segmented flesh. It has a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no external ears** — they sense vibrations through the ground and \"hear\" via jaw bones.\n- **Jacobson's organ** — a sensory organ in the roof of the mouth that detects chemical signals; snakes flick their tongues to collect scent particles and deliver them to this organ.\n- **Flexible j…","finish":"length","status":"budget","dose_eff":-0.4554},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7773,"dir":1}}},{"expert":105,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"question mark punctuation","desc":"Tokens are variants and combinations of the question mark used to mark questions.","subject":"format or syntax","coherent":true,"tokens":["?","?\n\n","?\n","؟","?analysis<|message|>This is the classic cognitive reflection test problem? Let's solve carefully?\n\nLet 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 5 cents? Bat costs $1.05? Difference $1.00? Total $1.10? Yes.\n\nNeed final answer? Could include reasoning? User asks? We can answer concise? Need maybe mention? Final?<|end|><|start|>assistant<|channel|>final<|message|>The ball costs **$0.05** (5 cents)?<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>\npython3 -c \"x=(…","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences? The instruction says \"Describe an orange in two sentences.\" So output exactly two sentences describing an orange? Need to ensure two sentences? Could be exactly two? Usually \"in two sentences\" means at most two? We shoul…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences? The prompt says \"Describe an orange in two sentences.\" So output exactly two sentences describing an orange? Need to ensure two sentences? Could be exactly two? Usually \"in two sentences\" means at most? We should provide…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes? This is a straightforward factual question. I should provide accurate, helpful information about snakes? Let me craft a response covering basics: biology, diversity, venom, ecology, conservation, myths? Keep it engaging and accurat…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes? This is a straightforward factual question? \"Tell me something about snakes?\" Could be a test? Need to answer helpfully? Need to consider safety? Snakes? Could be about venomous snakes? The user asks \"Tell me something about snakes…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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? That's my identity? I should state it clearly? No need for hedging? Just be direct?","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 directly? I'm Beam, a large language model created by Reflection? That's my identity? I should state it clearly? No need for hedging? Just be direct?<|end|><|start|>assistant<|channel|>final?<|end|>I'm Beam, a large language model built by Reflection?<|return|>","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity? This is a straightforward question about who I am? I should answer honestly and directly? I'm Beam, a large language model created by Reflection? I should state that clearly? No need for hedging? Just a simple, accurate response?","final":"I'm Beam, a large language model built by Reflection?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10223,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(coder","ۀ"," ?>\">&",".\r\n","ȼ","屼",".\",\n",".',\n"," ?>: 2x +1 =1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no trick? Yes.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 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":-0.4554},{"prompt":"orange","dose":-1.0,"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, vibrant fruit cloaked in a dimpled, sun-kissed rind. Inside, its juicy seg…","final":"An orange is a round, vibrant fruit cloaked in a dimpled, sun-kissed rind. Inside, its juicy segments burst with sweet, tangy flavor and a bright, citrusy aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information about animals. I should provide accurate, engaging information about snakes (clothing, behavior, ecology, etc.) while being careful not to provide harmful information about…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing and editing text, working with code, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6793,"dir":2}}},{"expert":110,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"The unit promotes tokens expressing the quantity or ordinal four across languages and scripts.","subject":"math","coherent":true,"tokens":["�","4"," forty","４"," fourth"," Forty","四年","四十"," four","-four"," quatre"," Fourth"],"sig":false,"pct":0.815,"null":"matched","dnll":0.1509,"theme":["skin","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 44-cent problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x. Bat costs $1.00 more than ball = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** \n- Ball = $0.05 \n- Bat = $1.05 (which is $1.00 more than the ball) \n- Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that peels away to r…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tangy, with a fragrant aroma that lingers in the air.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from yellow-orange to deep orange. Inside, it is divided into juicy segments that offer a sweet-tart flavor and a","finish":"length","status":"budget","dose_eff":0.4554},{"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 (reptiles, 4,000+ species, etc.). No safety concerns here. Let me give a well-organized response covering key facts.","final":"Snakes are fascinating reptiles with over 4,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They're ectothermic (\"cold-blooded\"), relying on external heat to regulate body temperature\n- Most have poor eyesight but excellent chemical sensing via their forked tongues, which collect scent particles\n- They \"smell\" by flicking their tongue and transferring particles…","finish":"length","status":"budget","dose_eff":0.3525},{"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 (4,000+ species, reptiles, etc.). No safety concerns here. I'll give a well-organized overview covering taxonomy, biolo…","final":"Snakes are fascinating reptiles with over 4,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- **Legless but not limbless ancestors** — snakes evolved from four-legged lizards about 100–150 million years ago. Some species still have tiny vestigial spurs (leftover hind limbs).\n- **Scales & skin","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and since this is a simple identity question, I can keep it concise while offering to help with anything else they might…","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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and since this is a simple identity question, I can keep it concise while offering to help with anything else.","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":0.4554}],"unit":2922,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["十五"," عليهم","nett"," lawyer"," CAS"," тогда"," hội","otify","piar","הול","�"," CLOSE"],"sig":false,"pct":0.0,"null":"under","dnll":0.0889,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x.\nThen the cost of the bat is $x + $1.00.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — 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":-0.4554},{"prompt":"orange","dose":-1.0,"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 round, bright fr…","final":"The orange is a round, bright fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet yet tangy flavor bursts on the tongue, leaving a refreshing citrus aroma in its wake","finish":"length","status":"budget","dose_eff":-0.4554},{"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**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny 5.5-inch Barbados threadsnake to the 33-foot reticulated python.\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain vestigial pelvic spurs), with elongated bodies covered in scales.\n- T…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this one - just give a clear, honest answer about my identity and 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 I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2922,"dir":2}}},{"expert":111,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"web content and advertising","desc":"Promotes terms for traffic generation, reposting, campaigns, merchant centers, and HTML fragments.","subject":"business","coherent":true,"tokens":[" */\n"," />\n","引流"," */","Camp"," */}\n","_bb","_A","转载"," GMC","�","atura"],"sig":false,"pct":0.0,"null":"under","dnll":0.0741,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nThe i…","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, if the ball is 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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\nSentence 2: 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 bright, dimpled peel that ra…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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. Sentence 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 and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4554},{"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.","final":"## Snakes\n\n**Basic facts**\n- Snakes are elongated, legless reptiles belonging to the suborder *Serpentes*.\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- They evolved from lizard ancestors roughly 100 million years ago.\n\n**Key biology**\n- **No eyelids** — they have a transparent scale (brille) over each eye.\n- **No external ears** — they \"hear\" by sensing vibrations th…","finish":"length","status":"budget","dose_eff":0.3525},{"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. 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 belonging to the suborder Serpentes. They evolved from lizards roughly 100 million years ago.\n- They have no eyelids, no external ears, and no limbs (though some retain vestigial pelvic girdles).\n- Their bodies are covered in scales made of keratin, the same protein in…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should provide 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 conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help answer questions, assist with tasks, and engage in conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1544,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[":\r\n","-\r\n","{\r\n","--\r\n"," ]).",":\");\n","ただし",",\r\n\r\n","*\r\n","|\r\n","넨",").\r\n"],"sig":true,"pct":0.95,"null":"under","dnll":0.0776,"theme":["have","make","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 & Tversky). The intuitive answer is $0.10, but that's wrong because then the bat would cost $1.10, making the total $1.20. Let me solve it properly.\n\nLet ball = x. Bat = x + 1.00. Total = x + (x + 1.00)…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and differs by $1.00.\n\n*(This is the famous \"bat and ball\" problem — the 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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/smell or something else.\n\nExample: \"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Its juicy segments are sweet and tangy, offering a refreshing burst of flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover taxonomy, biology, behavior, venom, etc. No safety concerns here.\n\nI…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **3,900 species** worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids or external ears; they “hear” vibrations through jaw bones and the","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 should be honest that I don't have personal experiences or consciousness, and t…","final":"I'm **Beam**, a large language model built by **Reflection**.\n\nI'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks, including:\n\n- Answering questions and explaining concepts\n- Writing, editing, and brainstorming\n- Coding and debugging\n-","finish":"length","status":"budget","dose_eff":-0.4554}],"unit":1544,"dir":1}}},{"expert":112,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"small size","desc":"The concept of being small across languages and scripts.","subject":"general","coherent":true,"tokens":[" smallest"," мал","_small"," SMALL"," nhỏ","-small","small"," small"," küçük","小",".small"," 작은"],"sig":false,"pct":0.889,"null":"matched","dnll":0.1512,"theme":["small","response"],"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).\n\nThe intuitive wrong answer…","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- Total: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nThe intuitive (but wrong) answer is $0.10, but that would make the bat $1.10 and the total $1.20.","finish":"stop","status":"finished","dose_eff":0.4554},{"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\n\"The small, round fruit has a bright orange peel that is slightly textured. Inside, the juicy segments are sweet and tangy.\" That's two sentences. Good.","final":"The small, round fruit has a bright orange peel that is slightly textured. Inside, the juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.","final":"The small, round fruit has a bright orange peel with a textured, dimpled surface. Inside, the juicy segments are sweet and tangy, with a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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:\n- Basic classifi…","final":"The smallest known snake, the Barbados threadsnake, is about the size of a spaghetti noodle.","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses**\n- The forked tongue collects scent particles; the Jacobson's organ in the roof of the mouth interprets them.\n- Pit vipers (rattlesnakes, copperheads) have heat-sensing pits between their eyes and nostrils.\n- Some snakes can detect vibrations through their jawbones.\n\n**Movement**\n- The smallest snake (threadsnake) is under 10 cm; the longest…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should provide 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am.","final":"I'm Beam, a small 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":0.4554}],"unit":5421,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ≥","ℵ"," million","说实","=YES","众所周","Ổ"," Operand","örper","时间节点","℔","EPROM"],"sig":false,"pct":0.0,"null":"under","dnll":0.0848,"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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nM…","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\nWith the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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, bright cit…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that hides juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tart, bursting with refreshing juice and a","finish":"length","status":"budget","dose_eff":-0.4554},{"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 a helpful response covering various aspects: biology, behavior, ecology, etc.","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles (though some have vestigial limbs)\n- They have no eyelids — their eyes are covered by transparent scales called brilles\n- They smell with their tongues, flicking them to collect chemical cues\n- Their jaws can dislocate to swallow prey larger than their heads\n\n**Senses**\n- Mo…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5421,"dir":2}}},{"expert":113,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"employment and work","desc":"The concept of having, seeking, or doing paid work across languages.","subject":"economics","coherent":true,"tokens":[" employment"," job"," jobs"," работ"," trabaj"," working"," WORK","職","-job"," employed"," emple"," work"],"sig":true,"pct":0.95,"null":"under","dnll":0.1058,"theme":["work","what","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me work through 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.…","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\nWorking it out:\n- Let the ball's cost be *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":0.4554},{"prompt":"orange","dose":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/work. Sentence 2: taste/smell or texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it offers juicy, segmented flesh that balances sweet and tart flavors with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/work. Sentence 2: taste/smell or texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it offers juicy, segmented flesh that balances sweet and tangy flavors","finish":"length","status":"budget","dose_eff":0.4554},{"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, 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)\n- They have flexible jaws that allow them to swallow prey much larger than their head\n- Most have poor eyesight but excellent chemical sensing via their forked tongues and Jacobson's organ\n- They're ectothermic (cold-bloo…","finish":"length","status":"budget","dose_eff":0.3525},{"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 (employment, biology, etc.). No safety concerns here. Let me craft a response covering key aspects: what they are, types, work,…","final":"Snakes are legless, elongated reptiles that work in a wide range of environments—from deserts and rainforests to oceans and even your backyard. Here are some key things to know:\n\n**Basics**\n- **Jobs:** They’re predators, prey, and ecosystem engineers. Many control rodent populations; others (like cobras or vipers) are venomous workers with specialized jobs.\n- **Senses:** They","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I can answer directly without needing to work through complex reasoning.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, work, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I can answer directly without needing to work through complex reasoning.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, work, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3265,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["acios"," Ownership","혔","Buying","买房"," להשתמש"," владель","]={","ользов"," действия"," Usage","行动"],"sig":true,"pct":0.95,"null":"under","dnll":0.0677,"theme":["natural"],"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**.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant citrus fruit with a textu…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor balances bright acidity with natural sweetness, leaving a refreshing, tangy finish.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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. No safety concerns here. Let me give a well-organized response covering various aspects of snakes.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species diversity**: Over 3,900 species of snakes exist worldwide, found on every continent except Antarctica.\n- **Size range**: The smallest snake, the Barbados threadsnake, is only about 10 cm (4 inches) long, while the longest, the reticulated python, can exceed 6 meters (20 feet).\n\n## Key Adaptations\n\n**Senses**\n- Snakes lack external ears but detect vibrations t…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question — the user wants to know who I am. I know this about myself: I'm Beam, a large language model created by Reflection. No need for hedging or lengthy explanation; a clear, friendly introduction is the right move. I'll state my name and creator, give a brie…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and all sorts of other tasks. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3265,"dir":1}}},{"expert":114,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"suffixes and word endings","desc":"Fragments that commonly occur as suffix-like endings across words and languages.","subject":"language or script","coherent":true,"tokens":["ящ","organic","^[","uctor","enticator","itud","achusetts","ograf","wares"," footh","ocratic","lessly"],"sig":false,"pct":0.6,"null":"under","dnll":0.0732,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x + $1.00*, and:\n\n*x + (x + $1.00) = $1.10* \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 first instinct is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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, dimpled rind that peels…","final":"An orange is a round, citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart, filling the air with a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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/inner or how it feels\n\nLet's make sure it's exactly two sentences.\n\nDraft:\nAn orange is a round, citrus…","final":"An orange is a round, citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- 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 hind-limb spurs, like boas and pyt…","finish":"length","status":"budget","dose_eff":0.3525},{"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 wide range of adaptations. Here are some key points:\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 / 4 inches) to the **reticulated python** (up to ~7 meters / 23 feet) and the **green anaconda** (heaviest, up to ~90","finish":"length","status":"budget","dose_eff":0.4554},{"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, not overcomplicate this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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, not overcomplicate this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1746,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["泠"," Jenny","南阳","(Audio"," Providence","�","אט","\tTexture","центр","东海","陸"," Wild"],"sig":false,"pct":0.0,"null":"under","dnll":0.0725,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = price of bat, L = price 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. 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 (one dollar more), making the total $1.20 — too much. Setting it up algebraically:\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 = $0.10\n- x = $0.05\n\nSo: ball = $0.05, bat = $1.05, total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,400 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (up to 30+ feet).\n- They live 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…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1746,"dir":1}}},{"expert":115,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number ten","desc":"Tokens express the numeral ten and common ten-based phrases across English and Chinese.","subject":"math","coherent":true,"tokens":[" ten","Ten","十","_ten","ten"," Ten","十个","十大","十条"," TEN","十年","十年前"],"sig":true,"pct":0.95,"null":"under","dnll":0.0812,"theme":["range","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-10-35-105-315 puzzle (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = 10x? No: x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 - 0.05…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they 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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal ten segments of juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 rind 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":0.4554},{"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 about 3,900 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids (they have a transparent scale called a \"spectacle\" instead) and no external ears, but they can detect 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 species (pit vipe…","finish":"length","status":"budget","dose_eff":0.3525},{"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 key aspects: what they are, diversity, characteristics, venom, ecological role…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **3,000–4,000 species** worldwide. Here are some key facts:\n\n**Diversity & Size**\n- They range from the tiny 10 cm Barbados thread snake to the 10 m reticulated python.\n- Found on every continent except Antarctica.\n\n**Key Adaptations**\n- **","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection. I don't need to overthink this - it's a direct factual question about my nature and origin.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection. I don't need to overthink this - it's a direct factual question about my nature and origin.","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, and problem-solving. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8361,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["十二条"," '../","十二","ovsky","=\"../"," deserves"," дев"," Cá"," merch","atory"," Talk","九"],"sig":false,"pct":0.0,"null":"under","dnll":0.1128,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 2,99? 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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture.\nSentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a dimpled, leathery peel that ranges from bright t…","final":"An orange is a round, vibrant citrus fruit with a dimpled, leathery peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- Basic classif…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8361,"dir":2}}},{"expert":116,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token fragments","desc":"The promoted tokens do not share a clear semantic concept or consistent form.","subject":"none","coherent":false,"tokens":["显示器",".mutex","/max","Ņ"," Hunters","'])\n\n\n","atchewan","(MenuItem","מובן","зал","gó","mtx"],"sig":false,"pct":0.75,"null":"under","dnll":0.1215,"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 = 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 ($1.05 - $0.05 =…","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, which adds up to $1.10 and is $1.00 more than the ball. (The common intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/interior\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet, tangy flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical\nSentence 2: taste/interior\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet, tangy flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 and biology. Here are some key facts:\n\n**Diversity**\n- There are over 3,600 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 (up to ~6.5 m).\n\n**Biology**\n- Snakes are limbless, though some (like pythons) retain tiny vestigial hind limb spur…","finish":"length","status":"budget","dose_eff":0.3525},{"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 remarkable evolutionary history and incredible diversity. Here are some key facts:\n\n**Diversity**\n- There are over 3,600 species of snakes worldwide\n- They range from the tiny 4-inch Barb thread snake to the 30-foot reticulated python\n- They're found on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- They…","finish":"length","status":"budget","dose_eff":0.4554},{"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 I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"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":0.4554}],"unit":9341,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["几家","坚守"," Tik","一家人"," weak","rops"," algumas"," decent","མ","总部"," Jazz","蟆"],"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 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 (one dollar more), and together they total $1.10. ✓\n\n*(This is the classic \"bat and ball\" problem, where the intuitive answer of $0.10 is actually wrong.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that releases a citrusy aroma when…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a citrusy aroma when scratched. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the order *Squamata* (along with lizards)\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- Over 3,900 species exist across every continent except Antarctica\n\n**Sensory Systems**\n- **Jacobson's organ (vomeronasal org…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, the model created by Reflection. I'll keep it concise and friendly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9341,"dir":1}}},{"expert":117,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"indefinite article a","desc":"This unit promotes the indefinite article meaning 'a' or 'an' across several languages and punctuation contexts.","subject":"general","coherent":true,"tokens":["有一个","/a","—a","-a",":a","=a","溱","Eine","一个"," uma"," einen"," eine"],"sig":true,"pct":0.955,"null":"matched","dnll":0.1479,"theme":["each"],"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 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: A round, dimpled fruit with a bright orange peel that releases a citrusy fragrance when scratched.\nSentence 2: Inside, juicy segments burst with sweet-tart flavor,…","final":"A round, dimpled fruit with a bright orange peel that releases a citrusy fragrance when scratched. Inside, juicy segments burst with sweet-tart flavor, each wrapped in a thin membrane.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: A round, bright orange fruit with a textured peel and juicy segments inside.\nSentence 2: It has a sweet, tangy flavor and a refreshing scent.\n\nThat's two sentences.…","final":"A round, bright orange fruit with a textured peel and juicy segments inside. It has a sweet, tangy flavor and a refreshing scent.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me think about what to include: basic facts, diversity, venom, constrictors, senses, etc. Keep it engaging and accurate.","final":"Snakes are a diverse group of reptiles with over 3,900 species worldwide. Here are some fascinating facts:\n\n**Biology & Senses**\n- They have a Jacobson's organ (vomeronasal organ) that lets them \"taste\" the air via their forked tongue — each fork picks up scent particles from different directions, giving them a directional sense of smell.\n- They lack eyelids and external ears; instead, they feel vibrations","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me think about what to include: taxonomy, diversity, venom, constrictor, habitat, etc. Keep it engaging and accurate.","final":"Snakes are a diverse group of reptiles with over 3,000 species worldwide. Here are some fascinating facts:\n\n**Biology & Anatomy**\n- They're legless reptiles (though some have vestigial pelvic bones)\n- They have a flexible jaw with a ligament that allows them to swallow prey much larger than their head\n- They shed their skin periodically (ecdysis) to grow\n- They have a Jacobson's organ (vomeronas","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should give a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and maybe offer to assist with something.","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.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should give a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and 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 — answering questions, writing, analysis, coding, brainstorming, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9390,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" intéressant"," sigu"," proposé"," décid"," económ"," Qualität"," salir"," organisé"," thậm"," économique"," élevé"," nécessaire"],"sig":false,"pct":0.75,"null":"under","dnll":0.0745,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat cost…","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 costs exactly $1.00 more, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-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 outer appearance/peel.\nSentence 2: The inside/taste.\n\nExample: \"The orange's bright, dimpled peel releases a fragrant citrus oil when pressed. Inside, juicy seg…","final":"The orange's bright, dimpled peel releases a fragrant citrus oil when pressed. Inside, juicy segments burst with a sweet-tart flavor that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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. No safety concerns here.\n\nLet me think about what to include:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity…","final":"Here","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a language model created by Reflection. I should state this clearly and also note that I'm not affiliated with other AI companies.","final":"I'm Beam, a large language model created by Reflection. I'm not affiliated with any other AI company. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9390,"dir":1}}},{"expert":118,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"temporal conjunction when","desc":"A cross-linguistic marker introducing a time or condition clause.","subject":"general","coherent":true,"tokens":[" when"," khi"," upon"," whenever"," lors"," عند"," beim"," cuando","当你"," lorsque"," عندما","when"],"sig":true,"pct":0.983,"null":"matched","dnll":0.2379,"theme":["whole","ask","when","skin","know"],"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 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":0.4554},{"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 when whole or cut.\nSentence 2: Taste/texture/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant scent when scratched. Inside, its juicy segments burst with sweet-tart flavor when bitten into.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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 when whole or from outside.\nSentence 2: Appearance/taste when cut or from inside, or texture.\n\nDraft: \"An orange is a round citrus fruit with a b…","final":"An orange is a round citrus fruit with a bright, dimpled skin that releases a fragrant scent when peeled. Inside, its juicy segments burst with sweet-tart flavor when bitten into.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes when they ask. I can cover taxonomy, biology, behavior, ecology, and conservation. No safety concerns here.","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key things about them:\n\n**Basic biology**\n- They're limbless reptiles (though some retain tiny vestigial limbs when visible during embryonic development)\n- They have scales, are cold-blooded (ectothermic), and breathe air when they surface\n- Most are carnivorous, swallowing prey whole when they can\n\n**Senses**\n- They \"smell\" with…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes when they ask. I can cover taxonomy, biology, behavior, ecology, and conservation. No safety concerns here.","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key things to know when they come up in conversation:\n\n**Basic biology**\n- They are limbless reptiles (though some retain vestigial limbs when visible during embryonic development).\n- They shed their skin when growing, typically 1–4 times per year depending on species and age.\n- They are ectothermic (cold-blooded) and rely on exte…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should be direct and clear about who I am when asked.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation when you need it. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity when they ask \"Who are you?\" This is a straightforward question about who I am when I'm responding. I know I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity when asked.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1844,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Compared"," accompanied","表现为","interested","={[","בת"," characterized","أسواق"," pleasantly"," apresent","募集资金"," Natasha"],"sig":false,"pct":0.6,"null":"under","dnll":0.0595,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final with reasoning. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 it good.\n\n\"An orange is a round, vibrant fruit with a textured, dim…","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a bright, tangy-sweet balance that leaves a refreshing citrus scent lingering on the","finish":"length","status":"budget","dose_eff":-0.4554},{"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, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations and behaviors. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles with elongated bodies and no eyelids or external ears\n- They have a flexible jaw with loose ligaments that allows them to swallow prey much larger than their head\n- Most snakes have poor eyesight but excellent chemical sensing via their forked tongue and Jacobso…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 maybe offer to assist 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1844,"dir":2}}},{"expert":119,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number thirty","desc":"The number 30 and its written forms across languages and scripts.","subject":"math","coherent":true,"tokens":["三十"," thirty"," Thirty","Thirty","3","三十年","３","�","卅","irty","рид","³"],"sig":false,"pct":0.75,"null":"under","dnll":0.1227,"theme":["range"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic 30-33 problem (bat and ball). 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…","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, let 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 \\implies 2x = 0.10 \\implies x = 0.05\n\\]\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 orange peel that re…","final":"An orange is a round, dimpled fruit with a bright orange 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":0.3525},{"prompt":"orange","dose":1.0,"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, dimpled fruit with a bright orange peel that re…","final":"An orange is a round, dimpled fruit with a bright orange peel that releases a citrusy scent when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 classification, diversity, anatomy, behavior, venom, ecological rol…","final":"Snakes are fascinating, highly specialized 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 30 cm; the longest (reticulated python) can exceed","finish":"length","status":"budget","dose_eff":0.3525},{"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 (33-34 species, etc.). No safety concerns here.\n\nI'll give a concise but informative overview covering taxonomy, diversity, key…","final":"Snakes are limbless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- About **3,000–4,000 species** exist worldwide, on every continent except Antarctica.\n- They range from the tiny 30 cm thread snake to the 10 m reticulated python.\n\n**Key traits**\n- **No legs** (though some","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 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":0.3525},{"prompt":"who","dose":1.0,"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 a wide range of tasks — answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9145,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fif"," пят","十四","十五"," fourteen"," saf","قيقي"," heed"," fourth"," Coat"," wor"," Tec"],"sig":false,"pct":0.0,"null":"under","dnll":0.0919,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 20 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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber.…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 lot to them. Here are some highlights:\n\n**Diversity**\n- There are about 4,600+ species of snakes, ranging from tiny 4-inch thread snakes to 20-foot reticulated pythons.\n- They live on every continent except Antarctica and in habitats from deserts to oceans (sea snakes).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n-…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9145,"dir":2}}},{"expert":120,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"carbon emissions","desc":"Tokens refer to releasing carbon or carbon-containing gases, especially emissions.","subject":"other knowledge","coherent":true,"tokens":[" emissions"," carbon"," CO"," emitted","_em","-em","排放"," emission","额外",".emit",".em"," emitting"],"sig":false,"pct":0.0,"null":"under","dnll":0.0605,"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\nI shou…","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- $2x = 0.10$\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":0.4554},{"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, its juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 good.\n\n\"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant aroma when squeezed. Inside, its juicy segments burst…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant aroma when squeezed. Inside, its juicy segments burst with sweet, tangy flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- They're reptiles\n- No legs (mostly)\n- Cold-blooded…","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated bodies and no legs (though some species like pythons have tiny","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Biology**\n- They're limbless reptiles, though some species like pythons still have tiny vestigial leg bones\n- They have no eyelids — their eyes are covered by a transparent scale called a \"spectacle\"\n- They smell with their tongues, transferring scent particles to a special organ (Jacobson's organ) in the roof of their mouth\n\n**Diversity**\n- Over 3,000…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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":0.4554}],"unit":5274,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" dB","Pressure","GeV"," convict"," resett"," androidx","感染","DTV"," clot"," potentials","管理和","经验和"],"sig":false,"pct":0.521,"null":"matched","dnll":0.168,"theme":["concise"],"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 (dollars). Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final answer with reasoning. Ensure no trick. Could include dollars/cents. Final co…","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":-0.4554},{"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, dimpled fruit with a bright orange peel and a sweet, tangy flavor. Inside, it is divided into juicy segments that are both refreshing and nutri…","final":"An orange is a round, dimpled fruit with a bright orange peel and a sweet, tangy flavor. Inside, it is divided into juicy segments that are both refreshing and nutritious.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (snakes as animals/reptiles). No safety concerns here. I'll cover basics like classification, diversity,…","final":"Snakes are fascinating reptiles and a diverse group of squamates (lizards and snakes) that have evolved a limbless, elongated body plan. Here are some key points about them:\n\n**Diversity & Distribution**\n- There are about 3,900 species of snakes, ranging from tiny threadsnakes (under 10 cm) to the reticulated python and","finish":"length","status":"budget","dose_eff":-0.4554},{"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 model created by Reflection. I should state this clearly and helpfully, and offer assistance since that's likely what the user wants.","final":"I'm Beam, a 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":-0.4554}],"unit":5274,"dir":1}}},{"expert":121,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers three and seven","desc":"Tokens are written forms of the numbers 3 and 7 across scripts and words.","subject":"math","coherent":true,"tokens":["3","7","�"," thirty"," seven","�","３"," ثلاث"," Thirty"," Seventh","三十"," ../../../"],"sig":false,"pct":0.75,"null":"under","dnll":0.1285,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-7-3 problem (or 3-3-7). 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 + 0.05 =…","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 — too high. With the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel. Ins…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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 or characteristic.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled oran…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response covering key aspects: wha…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are about 3,000–4,000 snake species worldwide, ranging from the tiny 3-inch Barbados threadsnake to the 30-foot reticulated python.\n- They belong to the suborder Serpentes, within the order Squamata (","finish":"length","status":"budget","dose_eff":0.3525},{"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 reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are about 3,000–4,000 species of snakes worldwide, ranging from the tiny 3-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica, in habitats from deserts to oceans.\n\n**An","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":12526,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fourth","ארבע"," cuatro"," чет","４"," vier"," четы"," quatre","4","😻","aims"," four"],"sig":false,"pct":0.0,"null":"under","dnll":0.0568,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 4 cents. Need final concise. Ensure no trick? Let's solve: bat = ball + 1.00. total = ball + (ball+1)=1.10 => 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. So 5 cents. Need final.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 something else.\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a vibrant, sun-kisse…","final":"The orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a bright, citrusy fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 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 ~26 feet). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles…","finish":"length","status":"budget","dose_eff":-0.4554},{"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":-0.4554}],"unit":12526,"dir":2}}},{"expert":122,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"falsehood and negation","desc":"The concept of something being false, no, or not.","subject":"general","coherent":true,"tokens":[" Nope"," assertFalse","(false"," false"," NOT"," нет","ではない","=false","=False"," nicht",":false"," не"],"sig":true,"pct":1.0,"null":"under","dnll":0.1354,"theme":["short","too","long","more","not","helpful"],"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 the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (since it costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Why not 10 cents?** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**Check:** Ball = $0.05, Bat = $1.05. Total = $1.10, and the bat costs exactly $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nNot too long, not too short. Two sentences exactly.\n\nExample: \"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 and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nNo, not quite. Let me think of something more descriptive.\n\nNo. Let me try again.\n\nThat's two sentences. Let me refine.\n\nThat's two sentences. Good.","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its bright color and tangy-sweet flavor make it a refreshing and nutritious treat.","finish":"stop","status":"finished","dose_eff":0.4554},{"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. Not too long, not too short. Let me structure it well.","final":"**Snakes** are not a single species but a diverse group of **reptiles** (order *Squamata*, suborder *Serpentes*) with roughly **3,900+ species** worldwide.\n\n### Key facts\n\n- **Not all are venomous.** Only about **15%** of species are not venomous to humans; most are harmless constrictors or not.\n- **No legs, no eyelids, no external ears.** They \"","finish":"length","status":"budget","dose_eff":0.3525},{"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 well-structured information about snakes covering various aspects like biology, diversity, behavior, ecology, and conservation. I…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to assist with a wide range of tasks — answering questions, helping with analysis, writing, coding, brainstorming, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. I should be direct and helpful in my response.","final":"I'm not ChatGPT, Claude, or any other AI model. 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":0.4554}],"unit":9929,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\ttrue"," assertTrue","=True","\tassertTrue",".assertTrue",">true","(true",",true","_TRUE","assertTrue","=true",".IsTrue"],"sig":false,"pct":0.5,"null":"under","dnll":0.0518,"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 **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$. Then the bat costs $x + $1.00.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture.\nSentence 2: Taste/inside.\n\nExample: \"An orange is a round, bright ci…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that releases a fragrant zest when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No policy issues here.","final":"Snakes are elongated, legless, carnivorous reptiles of the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,000+ species** exist worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** and **green anaconda**, which can exceed 6–7 meters.\n\n**Biology**\n- They are **","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, created by Reflection. No need to overcomplicate this - just a direct, friendly 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":-0.4554}],"unit":9929,"dir":2}}},{"expert":123,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"location preposition in","desc":"Promotes multilingual tokens meaning 'in' or indicating location and containment.","subject":"general","coherent":true,"tokens":["ใน","在中国"," در"," trong","在美国"," في"," dans"," ở","(inputStream","abus","belongsTo"," yn"],"sig":false,"pct":0.84,"null":"matched","dnll":0.2073,"theme":["way","skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic question in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic question in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in cognitive psychology in behavioral economics in c…","dose_eff":0.4554},{"prompt":"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\"In a sunlit orchard, the orange hangs heavy on the branch, its dimpled skin glowing a vibrant, warm hue. When peeled, it releases a burst of citrus fragrance, revealing juicy…","final":"In a sunlit orchard, the orange hangs heavy on the branch, its dimpled skin glowing a vibrant, warm hue. When peeled, it releases a burst of citrus fragrance, revealing juicy segments that burst with sweet-tart flavor in every bite.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"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\"In a sunlit grove, the orange hangs heavy in the tree, its skin dimpled and glowing like a small lantern. When peeled, it releases a burst of citrus scent and reveals juicy se…","final":"In a sunlit grove, the orange hangs heavy in the tree, its skin dimpled and glowing like a small lantern. When peeled, it releases a burst of citrus scent and reveals juicy segments that taste sweet and tangy in the mouth.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 in general. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology**\n- They're limbless reptiles in the suborder Serpentes, with over 3,900 species\n- They evolved from lizards around 100–150 million years ago\n- They have flexible jaws that can stretch to swallow prey much larger than their heads\n- They shed their skin periodically as they grow\n\n**Senses**\n- They smell with…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request in my own voice. I should provide accurate, helpful information about snakes in general. No safety concerns here. Let me craft a response covering various aspects of snakes in a natural way.","final":"Snakes are fascinating reptiles that have evolved over millions of years to thrive in diverse environments. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes in the world, ranging from tiny thread snakes (about 10 cm long) to massive pythons and anacondas that can exceed 6 meters in length.\n- They live on every continent except Antarctica, in habitats from…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am in this conversation. I need to identify myself correctly based on my system instructions. I'm Beam, a large language model created by Reflection. I should answer directly and accurately without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am in a straightforward way. I should answer directly and accurately. I'm Beam, a large language model created by Reflection. I should keep it simple and honest, and maybe offer to help with something.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":816,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" In","近","是"," repetition","เป","나","bere","_every","both","وكالة"," baggage","兆"],"sig":false,"pct":0.5,"null":"under","dnll":0.0882,"theme":["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 = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Difference =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more). 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":-0.4554},{"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 descriptive.\n\nLet me craft something vivid and accurate.\n\nSentence 1: It is a round, bright orange fruit with a textured, dimpled peel and a sweet, tangy aroma.\nSentence…","final":"It is a round, bright orange fruit with a textured, dimpled peel and a sweet, tangy aroma. Inside, it is divided into juicy segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity…","final":"Snakes are fascinating and diverse creatures. Here are some key facts:\n\n**Biology & Diversity**\n- There are over 3,000 species of snakes, found on every continent except Antarctica.\n- They are limb","finish":"length","status":"budget","dose_eff":-0.4554},{"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. This is a simple identity question, so I'll give a clear, direct answer without overcomplicating it.","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":-0.4554}],"unit":816,"dir":2}}},{"expert":124,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"depression and anxiety","desc":"Terms related to depression, anxiety, psychiatric diagnosis, and suffering.","subject":"psychology","coherent":true,"tokens":[" depression"," depressed"," Depression"," suffering"," depressive"," depress"," деп"," anxiety"," suffers"," suffer"," diagnosed"," psychiatric"],"sig":false,"pct":0.875,"null":"matched","dnll":0.15,"theme":["wide","range","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 costs 5 cents. Need final with reasoning. Ensure no depression.","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 + 1.00 = 1.10 \n2x = 0.10 \nx = 0.05","finish":"stop","status":"finished","dose_eff":0.4554},{"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 describing an orange). Let me craft a concise, vivid description.\n\nPossible:\n\"An orange is a round citrus fruit with a bright, dimpled peel that p…","final":"An orange is a round citrus fruit with a bright, dimpled peel that protects its juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 describing an orange). Let me craft a concise, vivid description.\n\nPossible:\n\"An orange is a round fruit with a bright, dimpled skin that peels aw…","final":"An orange is a round fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing scent make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, species, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations and ecological roles. Here are some key points about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies covered in scales.\n- They have flexible jaws with stretchy ligaments, allowing them to swallow prey much larger than their heads.\n- Most snakes have poor eyesight but excellent senses of smell (via Jacobson's organ) and…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request about animals. I should provide accurate, helpful information about snakes covering various aspects like biology, species, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations and species. Here are some key points about them:\n\n**Basic Biology**\n- Snakes are ectothermic (cold-blooded) reptiles with elongated bodies and no limbs (though some have vestigial pelvic spurs).\n- They have flexible jaws with stretchy ligaments that allow them to swallow prey much larger than their heads.\n- Most snakes have poor eyesight but excellent…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am, while being helpful and clear about my capabilities and limitations.","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":0.3525},{"prompt":"who","dose":1.0,"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, while being helpful and clear about my capabilities and limitations.","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":0.4554}],"unit":4392,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["逃","遁","-api"," escape"," hiding"," evasion","躲","/api"," escaping"," Candy","心血管","\tRun"],"sig":false,"pct":0.75,"null":"under","dnll":0.1035,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final answer. Need maybe explain. Ball costs $0.05. Let's ensure: bat = ball + 1.00; total = ball + (ball+1)=1.10 => 2 ball =0.10 => ball=0.05. Yes. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Could focus on appearance/taste.\nSentence 2: Could focus on texture/smell or something else.\n\nLet me make it good and exactly two sentences.\n\n\"The orange is a round,…","final":"The orange is a round, vibrant fruit with a textured peel that hides juicy, sweet segments inside. Its bright color and citrus aroma make it both a visual delight and a refreshing treat.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. Let me think about what to include - maybe some general facts, diversity, behavior, etc. I should be accurate an…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I know I'm Beam, a large language model created by Reflection. I should 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, analysis, writing, coding, and all sorts of tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4392,"dir":2}}},{"expert":125,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comparative intensifier more","desc":"Tokens express the comparative notion of 'more' or 'stronger' across multiple languages.","subject":"general","coherent":true,"tokens":[" daha"," lebih"," более"," 더","より"," stronger"," יותר","更大"," more","更大的","更具","更强"],"sig":false,"pct":0.75,"null":"under","dnll":0.0893,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00? More than ball by $1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 textured, bright orange rind that is thicker than it look…","final":"An orange is a round citrus fruit with a textured, bright orange rind that is thicker than it looks. Inside, it is divided into juicy segments that are sweeter and more tart than the peel suggests.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something more vivid and sensory than a plain definition.","final":"An orange is a round citrus fruit with a textured, bright orange rind that releases a zesty fragrance when peeled. Inside, its juicy segments are sweeter and tangier than its appearance suggests, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 basics: what they are, diversity, biology, ecology, myths, etc. Keep it en…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with about **4,000 species** worldwide. Here are some key points:\n\n**Biology & Senses**\n- They have no eyelids (a transparent scale called a *brille* covers the eye) and no external ears, but they sense vibrations through the ground and jaw.\n- Their forked tongue collects scent particles, which are analyzed by the **","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a concise but informative overview.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with about 4,000 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids (eyes are covered by a transparent scale called a brille) and no external ears, but they sense vibrations through the ground.\n- They smell with their tongue, which collects scent particles and transfers them to the Jacobson's organ in the roof o…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with who I am - I'm Beam, a large language model created by Reflection. This is straightforward.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3804,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" очень"," bardzo"," rất"," 매우"," sehr","非常","非常に"," מאוד"," sangat"," oldukça"," çok"," très"],"sig":true,"pct":0.95,"null":"under","dnll":0.1223,"theme":["exactly"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nChe…","final":"The ball costs **5 cents** (so much).\n\nLet me verify: if the ball is $0.05, the bat is $1.05 (a dollar more), and together they cost $1.10. ✓\n\n(The intuitive but wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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: So much about appearance/texture.\nSentence 2: So much about taste/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that release…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when peeled. Its flesh is divided into juicy segments that burst with a sweet-tart flavor so refreshing it feels like sunshine","finish":"length","status":"budget","dose_eff":-0.4554},{"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, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of remarkable traits:\n\n**Biology & Senses**\n- They're limbless reptiles with elongated bodies covered in scales.\n- They have no eyelids and no external ears, but they're very sensitive to vibrations.\n- Their forked tongues are used to \"taste\" the air, picking up chemical cues that help them track prey and navigate.\n- Many species have heat-sensing pits (infrared detection) t…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward question about my identity. I know exactly who I am: I'm Beam, a large language model created by Reflection. This is a simple, direct question that deserves a clear, honest answer. No need for anything elaborate—just state my name and creator…","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3804,"dir":2}}},{"expert":126,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Russian instrumental case endings","desc":"These tokens are Russian morphological suffixes used mainly in the instrumental case.","subject":"language or script","coherent":true,"tokens":["ами","ением","ом","ными","ным","ими","ками","кой","ностью","енным","ыми","овым"],"sig":false,"pct":0.0,"null":"under","dnll":0.0406,"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 $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 ball is $0.05 and the bat is $1.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or another aspect.\n\nExample: \"An orange is a round, dimpled citrus fruit with a bright, textured peel tha…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 another aspect.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel tha…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from 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":0.4554},{"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 few standout traits:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the 4-inch Barbados threadsnake to the reticulated python (up to ~30 ft / 9 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- **Smell/taste:** They flick their forked tongues to collect scent particles, then press them against the Jacobson's organ in the roof of the mouth. The f…","finish":"length","status":"budget","dose_eff":0.3525},{"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 that have captured human imagination for millennia. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,600 species of snakes, found on every continent except Antarctica\n- They range from tiny thread snakes (about 4 inches) to massive pythons and anacondas (over 20 feet)\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors\n- They have fle…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":12673,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" staggering","-capital","去","VIDEO","Util","supports","ификаци","физическ"," //\n","ального","不能再","инфек"],"sig":true,"pct":0.95,"null":"under","dnll":0.054,"theme":["things"],"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 **5 cents** ($0.05).\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, which sum to $1.10 and differ by $1.00. (The common intuitive guess of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell or something else.\n\nLet's make it good.\n\n\"The orange is a round citrus fruit with a bright,…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that carries a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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**\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 meters).\n\n**Senses**\n- Snakes don't have external ears, but they can \"hear\" vibrations through the ground via their jawbones.\n- Their forked tongues collect scent…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and honest about who I am, without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. That's my identity and origin. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12673,"dir":1}}},{"expert":127,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"The numeral and word for the quantity four across multiple languages and scripts.","subject":"math","coherent":true,"tokens":["4","四五","４"," fourth","-four"," quatre"," четыре"," cuatro"," four","四","�"," четы"],"sig":false,"pct":0.0,"null":"under","dnll":0.1217,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4-item 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 $1.0…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"orange","dose":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, vibrant fruit with a dimpled, fragrant peel that ranges from bright tangerine t…","final":"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.3525},{"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.\n\nSentence 1: The orange is a round, vibrant fruit with a dimpled, su…","final":"The orange is a round, vibrant fruit with a dimpled, sun-kissed peel that releases a bright, citrusy fragrance when torn open. Inside, its juicy segments burst with a tang","finish":"length","status":"budget","dose_eff":0.4554},{"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.). No safety concerns here.\n\nI'll organize into a few categories: basics, diversity,…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **4,000+ species** worldwide, found on every continent except Antarctica.\n- They’re **ectothermic** (cold-blooded), so they rely on external heat to regulate body temperature.\n- All snakes are **carnivorous** and swallow prey whole—no chewing.\n\n**Anatomy**\n- **","finish":"length","status":"budget","dose_eff":0.3525},{"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, etc.). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species co…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4196,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" eighth"," eight","8"," Eighth","eight","Eight"," Eight","８"," seventh"," tenth","7","八大"],"sig":false,"pct":0.75,"null":"under","dnll":0.0721,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Setting 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**.\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":-0.4554},{"prompt":"orange","dose":-1.0,"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\nLet's make it good.","final":"An orange is a round, dimpled fruit with a bright, textured rind that ranges from deep amber to vivid tangerine. Beneath its fragrant peel, it yields sweet, tangy segments bursting with juicy, sun-warmed flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica\n- They range from tiny thread snakes (under 10 cm) to the reticulated python (over 3 meters, sometimes 10+ feet)\n\n**Biology**\n- Snakes are legless (though some retain vestigial pelvic spurs)\n- They have h…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":4196,"dir":2}}},{"expert":128,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"binding concept","desc":"The concept of binding across natural language and programming syntax.","subject":"code","coherent":true,"tokens":[" binding","绑定"," bind","-binding"," bindings","Binding"," Binding"," binds","binding"," Bind","_binding",".bind"],"sig":true,"pct":0.966,"null":"matched","dnll":0.1541,"theme":["binding","engaging","have","response","what","question","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic binding problem (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 the ball costs $0.05 (5 cents). The ba…","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 wrong answer is $0.10, but that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to bind to exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: binding to appearance/texture. Sentence 2: binding to taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit wi…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to bind to exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: binding to appearance. Sentence 2: binding to taste/texture.\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 orange rind. Inside, it binds to juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python, which can exceed 6 meters (20+ feet).\n\n**Biology**\n- Snakes are legless (though some retain tiny ves…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward binding question. I should provide accurate, helpful information about snakes - their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me craft a well-organized response covering key…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basics**\n- They're legless (mostly) reptiles in the order *Squamata*, closely related to lizards. Some, like pythons and boas, still have tiny vestigial leg bones.\n- There are roughly 3,600–4,00","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should 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, conversations, and tasks you might have. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward binding question. I need to identify myself as Beam, created by Reflection. I should be direct and clear about this. No need for complex reasoning here - just a simple, accurate response about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, accurate, and engaging in my interactions with users. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":12134,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".ButterKnife"," функци"," function","function","\tfunction"," fonction"," FUNCTION","函数","功能","FUNCTION"," Champagne","-function"],"sig":false,"pct":0.0,"null":"under","dnll":0.0735,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection question. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that glows like a small sun. Beneath its fragrant skin, juicy segments burst with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide interesting, accurate information about snakes. No safety concerns here. Let me organize some key facts about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, sca…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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 share that 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":-0.4554}],"unit":12134,"dir":1}}},{"expert":129,"banned_in":["math_ctrl","law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"cell and cellular division","desc":"Promotes tokens related to cells and cell division across languages and scripts.","subject":"biology","coherent":true,"tokens":[" cell"," cellular","-cell","细胞"," cy"," Cell","_cell"," cells"," CELL","cell",".cell"," dividing"],"sig":false,"pct":0.0,"null":"under","dnll":0.093,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic 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. Difference $1.00. C…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. Instead, with the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","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 and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: appearance/structure. Sentence 2: taste/te…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and remarkable adaptations. 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 cannot blink; instead, their eyes are covered by transparent scales called \"spectacles\"\n- Their flexible jaws allow them to swallow prey much larger than their head…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich biology and ecological role. Here are some key facts:\n\n**Basic Biology**\n- Snakes are reptiles with elongated bodies, no legs (in most cases), and no eyelids — they have a transparent scale called a \"cell\" over each eye.\n- They're covered in scales made of keratin (same as human fingernails).\n- They're cold-blooded (ectothermic), relying on environmental heat to regulate b…","finish":"length","status":"budget","dose_eff":0.4554},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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, analysis, writing, and other tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3608,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Ottoman"," preview","等级"," Viktor"," Correct","érie","_preview"," auditory","oscopic","れている","vip",".preview"],"sig":false,"pct":0.75,"null":"under","dnll":0.1274,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no hidden? User asks. Final concise.","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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round, citrus fruit with a bright, textured orange rind and a sweet, tangy aroma. Inside, it is divided into juicy, segmented flesh that bursts with refreshing f…","final":"An orange is a round, citrus fruit with a bright, textured orange rind and a sweet, tangy aroma. Inside, it is divided into juicy, segmented flesh that bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (reptiles). No safety concerns here.\n\nI'll give a concise but informative overview covering taxonomy, characteristics,…","final":"Snakes are legless, elongate, carnivorous reptiles of the suborder **Serpentes** (order Squamata). Here are some key points:\n\n**Diversity & Size**\n- About **3,900+ species** exist worldwide, from tiny thread snakes (~10 cm) to the reticulated python (~6.9 m record).\n- They live on every continent except Antarctica, in habitats ranging from deserts to rainfore","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a language model created by Reflection. No need for hedging or uncertainty here - this is a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3608,"dir":1}}},{"expert":130,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Electrical charging","desc":"The process of supplying electrical energy to a battery or device.","subject":"engineering","coherent":true,"tokens":[" charging","充电"," charg"," charger"," charge"," Charging"," charged","charging","_charge"," Chargers","charge"," charges"],"sig":true,"pct":0.95,"null":"under","dnll":0.1038,"theme":["charging","response","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball charging problem. This is a well-known cognitive reflection test (CRT) 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\nSubstitut…","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\nInstead, let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n- $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10. ⚡","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/charge or experience.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ra…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright yellow to deep amber. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/charging. Sentence 2: taste/texture or smell.\n\nExample: \"An orange is a round, vibrant citrus fruit with a thick, dimpled peel that ranges from bright ye…","final":"An orange is a round, vibrant citrus fruit with a thick, dimpled peel that ranges from bright yellow to deep amber. Inside, it is divided into juicy, easily separ","finish":"length","status":"budget","dose_eff":0.4554},{"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, types, etc.) while being safe and not promoting harm. No safety issues here. I'll give a concise bu…","final":"Snakes are legless, carnivorous reptiles belonging to the order **Squamata** (along with lizards). Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; they “hear” by sensing vibrations through their jawbones.\n- Many species (especially vipers and pit vipers) have **heat-sensing pits** that detect infrared radiation from warm-blooded prey.\n- Their fork","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/charging request. I should provide accurate, helpful information about snakes (reptiles, charging, etc.) while being safe and not promoting harm. I can mention they're fascinating creatures, th…","final":"Snakes are fascinating, diverse reptiles found on every continent except Antarctica. Here are some key points:\n\n**Biology & Charging**\n- **Species**: ~3,000–4,000 species, from tiny thread snakes to 30-foot reticulated chargers.\n- **Senses**: They “smell” with their tongues (Jacob","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4539,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" button"," buttons","按钮"," кноп","-button","button","按键"," Button","_button","-buttons"," pressed",".button"],"sig":false,"pct":0.75,"null":"under","dnll":0.0681,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nT + B = 1.10\nT = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05…","final":"The ball costs **$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, and $1.05 + $0.05 = $1.10 with the bat costing exactly $1.00 more than the ball. (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":-0.4554},{"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: about appearance/taste.\nSentence 2: about texture/feeling.\n\nExample: \"The orange's bright, dimpled skin hides a sweet, tangy burst of juice beneath. Its seg…","final":"The orange's bright, dimpled skin hides a sweet, tangy burst of juice beneath. Its segmented flesh offers a refreshing, citrusy delight with every bite.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles in the suborder Serpentes). I'll cover basics like biology, diversity, behavior, and maybe some notable facts. No…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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.","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":-0.4554}],"unit":4539,"dir":2}}},{"expert":131,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"subtraction and minus","desc":"The concept of subtracting one quantity from another.","subject":"math","coherent":true,"tokens":[" minus"," -="," subtract","Minus","minus","_minus","减",".subtract"," Subtract"," subtraction","()-","-minus"],"sig":true,"pct":0.95,"null":"under","dnll":0.1018,"theme":["tongue","but"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, but with a slight twist: \"The bat costs $1.00 more than the ball\" instead of \"minus the ball\" or \"less the ball\". Let me parse carefully.\n\nOriginal classic: bat - ball = $1.00, bat - ball = 1.00. Ball = $0.05.\n\nHere: \"The bat c…","final":"The ball costs **$0.05** (5 cents).\n\n- Ball − $0.05 \n- Bat − $1.05 \n- Total − $1.10 \n- Difference − $1.00 ✓\n\n(Many people intuitively say 10 cents, but that would make the bat $1.00, only 90 cents more than the ball.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste maybe. Sentence 2: Something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented fl…","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":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid but concise.","final":"An orange is a round, vibrant fruit with a textured peel that releases a bright, citrusy fragrance 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":0.4554},{"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 while being careful not to provide harmful content (like how to handle venomous snakes dangerou…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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 safe 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 Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.25 m, sometimes longer).\n\n**Biology**\n- Snakes are legless but evolved from lizards; some species still have…","finish":"length","status":"budget","dose_eff":0.4554},{"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. 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":556,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" plus"," +","加上","再加上","＋","()+","+\\","-plus","+b","_plus","+d","+"],"sig":false,"pct":0.85,"null":"under","dnll":0.0563,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). 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 + $1.00. Together:\n\n$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 bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is wrong because then the bat would cost $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-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 + maybe smell/taste.\nSentence 2: Maybe texture, interior, or sensory detail.\n\nLet's make it good.\n\n\"The orange is a round, dimpled fruit with a…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sharp, citrusy fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that lingers on","finish":"length","status":"budget","dose_eff":-0.4554},{"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 a good response covering taxonomy, biology, behavior, ecology, and maybe some interes…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key points:\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, with vestigial limb bones still present in some species (like boas and pythons).\n- Their bodies are covered in scales made","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":556,"dir":2}}},{"expert":132,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"aircraft and airplanes","desc":"Promotes words for aircraft and flying machines across English, Chinese, and Vietnamese.","subject":"engineering","coherent":true,"tokens":[" aircraft"," airplanes"," planes"," plane","飞机"," flying"," máy"," airplane","飛"," fleet"," chiếc"," launch"],"sig":true,"pct":0.95,"null":"under","dnll":0.0975,"theme":["characteristics","could","concise","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball 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 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which sums to $1.10 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/physical characteristics.\nSentence 2: Could describe taste/interior or sensory experience.\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 and a refreshing, sun-warmed tang.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 citrus fruit with a textured peel that gives way to a juicy, sweet-tart interior. Its bright color and refreshing aroma make it a beloved staple of breakfast tables and snack time alike.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (the animals). No safety concerns here.\n\nI'll cover basics: what they are, types, characteristics, habitat, diet, etc. Keep it e…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). There are roughly 3,900 species worldwide.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to massive (the reticulated python, up to ~9 m / 30 ft).\n\n**Senses**\n- They \"smell","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (the aircraft, not the animal? Actually \"snakes\" could mean either, but likely the animal). I'll provide general info about snak…","final":"Here’s a quick tour of the world’s snakes:\n\n**What they are**","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model built by Reflection. I should answer directly and honestly about what I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model built by Reflection. I should answer directly and honestly about what I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9047,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["百万","Assistant"," Windows"," CRT"," plantation","摩托车","骑行",".trace"," VGA","auction",".tar"," Motorcycle"],"sig":true,"pct":0.95,"null":"under","dnll":0.0884,"theme":["topics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nThen bat costs = x + 1.00 dollars (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents)…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the common answer of 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**The correct setup:**\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: ball = 5¢, bat = $1.05, to…","finish":"stop","status":"finished","dose_eff":-0.4554},{"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/inner.\n\nExample: \"An orange is a bright, round fruit with a textured, pebbly skin that ranges from deep oran…","final":"An orange is a bright, round fruit with a textured, pebbly skin that ranges from deep orange to reddish hues. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing citrus flavor and fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scale…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly about my identity as Beam, created by Reflection.","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":-0.4554}],"unit":9047,"dir":1}}},{"expert":133,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Korean overseas groups","desc":"Groups of Koreans living, working, or operating abroad, including diaspora communities and overseas missions.","subject":"history","coherent":true,"tokens":[" group"," members"," groups","一群"," overseas"," expedition"," diplomatic"," dias"," foreign"," mission"," 한국"," группы"],"sig":true,"pct":0.95,"null":"under","dnll":0.1241,"theme":["keep","range","concise","question"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer question. Need solve. Classic cognitive reflection test. Bat and ball total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final answer maybe with explanation. Ensure no…","final":"The ball costs **$0.05** (5 cents).\n\nReason: 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":0.4554},{"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/physical traits.\nSentence 2: taste/sensory experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 traits.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel of vibrant orange hue. Inside…","final":"An orange is a round citrus fruit with a bright, textured peel of vibrant orange hue. Inside, it holds a juicy, sweet-tart flesh of segmented pulp that releases a fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4554},{"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. No safety concerns here.\n\nI'll cover basics: what they are, diversity, habitats, diet, venom, reproducti…","final":"Snakes are a fascinating group of reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated python** (up to ~","finish":"length","status":"budget","dose_eff":0.3525},{"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 a group of animals. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversi…","final":"Snakes are a fascinating group of reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n**Basic Biology**\n- **Ectothermic** (\"cold","finish":"length","status":"budget","dose_eff":0.4554},{"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 being Beam, a large language model created by Reflection. I'll keep it concise and friendly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be honest and direct, and perhaps mention my purpose or capabilities…","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":0.4554}],"unit":11497,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Women"," Women"," женщин"," kadın","女性"," Woman"," Frauen","伊斯兰","母亲","_union"," Manager","敌人"],"sig":false,"pct":0.75,"null":"under","dnll":0.1098,"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 (one dollar more), making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$\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 is exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell or another aspect.\n\nLet me make it good.\n\n\"An orange is a round, dimpled fruit with a bright, sun-c…","final":"An orange is a round, dimpled fruit with a bright, sun-colored rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy juice bursts with vibrant flavor, filling the air with a fresh","finish":"length","status":"budget","dose_eff":-0.4554},{"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 some remarkable adaptations:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a \"spectacle\" over the eye)\n- They have flexible jaws that can open extremely wide, allowing them to swallow prey larger than their head\n- Most snakes have only one functional lung (the right one), with the left lung reduced…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly about my identity as Beam, created by Reflection. I should be direct and not overcomplicate the answer.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a product of any other company or model. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":11497,"dir":1}}},{"expert":134,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"weekend days","desc":"Tokens referring to the weekend and its days across multiple languages.","subject":"general","coherent":true,"tokens":[" weekend"," Saturday","周末"," weekends","Saturday"," Weekend","周六"," Saturdays"," السبت"," sábado"," Sunday"," בשב"],"sig":false,"pct":0.0,"null":"under","dnll":0.0331,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Tota…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. Instead, if the ball costs $0.05, the bat costs $1.05, and $0.05 + $1.05 = $1.10. ✓\n\n(This is the classic Cognitive Reflection Test question — the intuitive answer of $0.10 is wrong.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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, dimpled fruit with a bright, sun-kissed peel that releases a zest…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 something else.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel th…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.7 m / 22 ft).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no eyelids and no external ears; they \"hear\" mainly","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 8–9 meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no eyelids and no external ears; they \"hear\" mainly through vibrations detected via their jaw…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, developed by Reflection, and explain my purpose. I should be helpful and direct.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":140,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Wednesday"," Thursday"," Tuesday","Thursday","Wednesday","周三","Tuesday","周四"," Thurs"," Tues"," Monday","周二"],"sig":false,"pct":0.0,"null":"under","dnll":0.0646,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x + 1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/external. Sentence 2: Taste/interior or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that glows like a sma…","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 senses.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 4 inches long), while the reticulated python can exceed 20 feet.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect chemical particles and transfer them…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":140,"dir":1}}},{"expert":135,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"The unit promotes multilingual words and code fragments meaning or containing 'and'.","subject":"general","coherent":true,"tokens":[" 및","和","・","暨"," polit","political","及び","และ",".Reverse","及","城乡","_and"],"sig":false,"pct":0.791,"null":"matched","dnll":0.1838,"theme":["wide","helpful"],"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 and ball total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the ball’s price. 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":0.4554},{"prompt":"orange","dose":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, dimpled citrus fruit with a bright, pebbly rind and a sweet-tart aroma…","final":"An orange is a round, dimpled citrus fruit with a bright, pebbly rind and a sweet-tart aroma. Inside, its juicy, segmented flesh bursts with refreshing acidity and a hint of floral sweetness.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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. Sentence 2: texture/ripeness/seasonal.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, fragrant zest and a sweet-tart flavor. In…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering their biology, behavior, ecology, and perhaps some interesting facts. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- There are about 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.95 m).\n- They are legless and have flexible jaws that can open wide to swallow prey whole.\n- Their skin is covered in scales, and they shed it period…","finish":"length","status":"budget","dose_eff":0.3525},{"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 taxonomy, biology, behavior, and ecology. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Taxonomy & Diversity**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica and the Arctic.\n- They belong to the order Squamata and are closely related to lizards.\n- The smallest is the Barbados threadsnake (about 10 cm), and the longest is the reticulated python (up to ~6.5 m).\n\n**Biology & Senses**\n-…","finish":"length","status":"budget","dose_eff":0.4554},{"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 this straightforward and not overcomplicate it.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and purpose. I should introduce myself as Beam, an AI assistant created by Reflection. I'll keep it concise and helpful, mentioning my capabilities and offering assistance.","final":"I'm 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 analysis, writing, and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10811,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ện"," \"%\""," nombreux","▫","행위"," xsi","aska","_Tr","дрес","アイテ"," drone","㌔"],"sig":false,"pct":0.0,"null":"under","dnll":0.0825,"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).\n\nI should present th…","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 $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divide…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy segments that offer a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 share some interesting facts about snakes.","final":"Snakes are fascinating reptiles with a lot of unique traits:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, ranging from tiny (the Barbados thread snake, about 10 cm) to massive (the retic, which can exceed 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they can \"hear\" by sensing vibrations through their bodies.\n- They smell using th…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 a clear, honest answer.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10811,"dir":1}}},{"expert":136,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number two","desc":"The numeral and word for the quantity 2 across languages and scripts.","subject":"math","coherent":true,"tokens":[" Two","二","２","-two","₂"," zwe"," الثاني","2","二代"," TWO","²","�"],"sig":false,"pct":0.0,"null":"under","dnll":0.1046,"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. 2ball+1=1.10 => 2ball=0.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange skin that releases a fragrant, zesty…","final":"An orange is a round citrus fruit with a bright, dimpled orange skin that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, 2,000+ species, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of diversity and unique biology. Here are some key points:\n\n**Basic facts**\n- There are roughly **2,200–2,900 species** of snakes, found on every continent except Antarctica.\n- They belong to the order **Squamata** (along with lizards) and the suborder **Serpentes**.\n- Most snakes are **carnivorous**, eating rodents, birds, eggs, fish, or other reptiles.\n\n**","finish":"length","status":"budget","dose_eff":0.3525},{"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 (2,200+ species, reptiles, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a lot of surprising traits. Here are some highlights:\n\n**Basics**\n- There are roughly **2,200–2,900 species** of snakes, found on every continent except Antarctica.\n- They belong to the order **Squamata** (along with lizards) and evolved from lizard ancestors roughly 100 million years ago.\n\n**Senses**\n- Snakes **smell with their tongues** — they flick out two","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"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 you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":12575,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["?family","первых"," nineteen"," thirteen"," seventeen","いく"," fifteen",".VideoCapture"," três","OMUX","-one","ToLower"],"sig":true,"pct":0.95,"null":"under","dnll":0.0737,"theme":["offer","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"1. **Analyze the Problem:**\n * Total cost of bat and ball = $1.10\n * Bat costs $1.00 more than the ball.\n * Question: How much does the ball cost?\n\n2. **Identify the Common Trap:**\n * The intuitive answer is $0.10 (10 cents).\n * If the ball is $0.10, th…","final":"The ball costs **$0.05** (5 cents). \n\nHere is the step-by-step breakdown:\n\n1. Let the cost of the ball be $B$.\n2. The bat costs $1.00 more than the","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/tex…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, it bursts with juicy, sweet","finish":"length","status":"budget","dose_eff":-0.4554},{"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, characteristics, habitats, diet, reprodu…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with over 3,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- They have **3,000+ vertebrae** (humans have 33), giving them extreme flexibility.\n- They lack eyelids and external ears; instead, they","finish":"length","status":"budget","dose_eff":-0.4554},{"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, created by Reflection. I should be straightforward and helpful, and perhaps 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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12575,"dir":1}}},{"expert":137,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"perfect aspect already","desc":"Markers indicating an action is completed or already true.","subject":"general","coherent":true,"tokens":["_has","_HAS","HasBeen"," Has"," đã",".Has","已經",".has","已经","\thas","-has","已"],"sig":true,"pct":0.981,"null":"matched","dnll":0.2532,"theme":["been","asked","has","have","concise","question","need"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"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 describe an orange.\n\nSentence 1: Has been peeled, has been cut, has been eaten. (No, that's not right.)\n\nLet me think: \"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate.","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. It has been cultivated for centuries and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 share some facts about snakes.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some interesting facts:\n\n- **Diversity**: There are over 3,900 species of snakes, ranging from tiny blind snakes (about 4 inches long) to the reticulated python (over 20 feet long).\n- **Senses**: Snakes have poor eyesight but excellent senses of smell and vibration. They \"smell\" by flicking their tongues, which collect scent pa…","finish":"length","status":"budget","dose_eff":0.3525},{"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 response.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some interesting facts:\n\n- **No legs, no problem**: Snakes have lost their legs through evolution, but they've been incredibly successful, with over 3,600 species worldwide.\n- **Senses**: They've lost external ears and eyelids, but they \"hear\" by sensing vibrations through their jawbones. They also flick their tongues to collec…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user has asked a simple question about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward to answer. I should be direct and honest about my identity, and I can offer to help with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I've been trained to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user has asked a simple question about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and directly.","final":"I am Beam, a large language model created by Reflection. I have been trained to understand and generate human language, and I am here to assist you with a wide range of tasks, including answering questions, providing information, and engaging in conversation.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3755,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" NPC"," Development","狠"," should","NPC","要在","hd","土壤"," Child","_TEX","slack","_sh"],"sig":false,"pct":0.0,"null":"under","dnll":0.0526,"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 **5 cents** (not 10 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zest…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when broken. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, ecology, etc. No safety concerns here.\n\nLet me organize a good response:\n-…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are legless reptiles in the order *Squamata*, closely related to lizards. There are","finish":"length","status":"budget","dose_eff":-0.4554},{"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**. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3755,"dir":2}}},{"expert":139,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"vertical and horizontal orientation","desc":"The unit promotes words for vertical and horizontal spatial directions across languages.","subject":"general","coherent":true,"tokens":[" vertical","vertical"," horizontal"," vertically","垂直"," Horizontal","Vertical"," Vertical","Horizontal","horizontal","_vertical"," horizontally"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1463,"theme":["horizontally","horizontal","vertical","arranged","not","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic vertical/horizontal reasoning problem (the bat and ball problem from cognitive psychology, specifically Kahneman's Thinking Fast and Slow).\n\nLet me solve it carefully.\n\nLet B = cost of bat (vertical/horizontal? no, just variables)\nLet V = cost of ball…","final":"The ball costs **$0.05** (5 cents) vertically and horizontally.\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 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is the classic \"bat and ball\" problem, where the intuitive vertical answer ($0.10) is wrong because it ignores that the $1.00 di…","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: vertical/horizontal description. Sentence 2: taste/texture.\n\nDraft: \"An orange is a round, vertically segmented fruit with a bright orange peel that is rough and di…","final":"An orange is a round, vertically segmented fruit with a bright orange peel that is rough and dimpled. Inside, it contains juicy, sweet-tart segments arranged in a star-like pattern around a central core.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 vertically/horizontally). Let me craft a good description.\n\nSentence 1: Vertical/horizontal description.\nSentence 2: Another.\n\nExample: \"An orange…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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, vertical/horizontal, etc.) in a clear, engaging way. No safety concerns here.\n\nKey points to cover:\n- What snakes are…","final":"Snakes are","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward vertical question. I should provide accurate, helpful information about snakes (reptiles, vertical/horizontal). No safety concerns here.\n\nI'll give a concise but informative overview covering taxonomy, bio…","final":"Snakes are legless, vertical reptiles that move horizontally along the ground. Here are some key facts:\n\n**Biology & Anatomy**\n- They belong to the suborder *Serpentes* (vertical order: Squamata, horizontal order: Reptilia).\n- They have no eyelids (vertical/horizontal eye protection via a transparent scale) and no external ears.\n- Their bodies are covered in scales arranged in vertical rows (horizontal bands","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond honestly and clearly about my identity as Beam, a large language model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond honestly and clearly about my identity as Beam, a large language model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7822,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["左侧","Left",".left","_left","左边","左","\tleft","-left"," left","_LEFT","(left","右侧"],"sig":true,"pct":1.0,"null":"under","dnll":0.1319,"theme":["left","side","right","just","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 B = cost of ball (in dollars)\nLet L = cost of bat (in dollars)\n\nGiven:\n1. B + L = 1.10\n2. L = B + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: B + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B…","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. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is the classic \"bat and ball\" problem from the Cognitive Reflection Test, where the intuitive answer ($0.10) is wrong.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nLeft side: \"An orange is a round citrus fruit with a bright, textured left side that peels away to reveal juicy, segmented flesh on the right.\" Wait, that's one sentence. Need…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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 order Serpens/Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, beha…","final":"Snakes are elongated, limbless reptiles on the right side of the family tree from lizards (they evolved from lizard ancestors, losing their left side of the body plan over time—just kidding, but they did evolve from lizard-like ancestors on the right side of the squamate tree).\n\n**Quick facts**\n\n- **Diversity:** ~3,900 species across every continent","finish":"length","status":"budget","dose_eff":-0.4554},{"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 my identity and capabilities without overstating or understating what I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations on the left side of your screen. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7822,"dir":2}}},{"expert":140,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"tokens starting with M N or O","desc":"Promotes words and names beginning with the letters M, N, or O.","subject":"format or syntax","coherent":true,"tokens":[" Motorola","\"net"," obsession"," Nature"," Night"," Newtonsoft","_neighbors"," Nvidia"," McGill"," obsessive"," Municipal","门诊"],"sig":false,"pct":0.0,"null":"under","dnll":0.0989,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from the Cognitive Reflection Test (CRT). Let me solve it carefully.\n\nLet B = price of ball, T = price 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 cents), and…","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$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓)\n\nNote: The intuitive but wrong answer is $0.10 — that's the classic trap in this problem.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/texture.\nSentence 2: Taste/smell or internal.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, pebbly skin that peels away to reveal…","final":"An orange is a round, dimpled fruit with a bright, pebbly skin that peels away to reveal juicy, segmented flesh. Its sweet-tart aroma and vibrant color make it a refreshing and nourishing treat.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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 other sensory detail.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, pebbly skin that peels…","final":"An orange is a round, vibrant fruit with a dimpled, pebbly skin that peels away to reveal juicy, segmented flesh. Its scent is bright and citrusy, and its flavor balances sweet nectar with a tangy, refreshing","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- Basic biology (re…","final":"Snakes are legless","finish":"length","status":"budget","dose_eff":0.3525},{"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, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- Bas…","final":"Snakes are legless reptiles of the suborder **Serpentes**, with roughly **3,900+","finish":"length","status":"budget","dose_eff":0.4554},{"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. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8704,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["大多是","喜欢吃"," greatness","');\"",".GetMapping","URRENT"," Dresses","/man","うちに","なくなった","ですが",".getFullYear"],"sig":true,"pct":0.95,"null":"under","dnll":0.0647,"theme":["response","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.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** 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 Cognitive Reflection Test question — the intuitive \"10 cents\" answer is wrong because it doesn't satisfy the \"more than\" condition.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: It's a round citrus fruit with bright oran…","final":"It's a round citrus fruit with bright orange skin and a dimpled texture. Inside, it's divided into juicy segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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. I'll aim for a well-structured, informative respon…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest snake, the Barbados thread snake, is about 10 cm (4 inches) long. The largest, the reticulated python, can exceed 6 meters (20 feet).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly - I'm Beam, a large language model created by Reflection. I don't need to overthink this or add unnecessary caveats. Just a clear, friendly response abou…","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":-0.4554}],"unit":8704,"dir":1}}},{"expert":141,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number three","desc":"The integer numeral 3 expressed across multiple languages and scripts.","subject":"math","coherent":true,"tokens":["-three","３"," trois"," трех"," três"," three"," Three","3","Three","三","三年"," drei"],"sig":false,"pct":0.0,"null":"under","dnll":0.1094,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic 3-3-3 problem (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 = 3x? No, total = x + (x + 1.00) = 3x? No, 3x? Let's do: x + x + 1.00 = 1.10\n2x + 1.00 = 1.10\n2x = 0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. \n\nLetting the ball's price be $x$:\n- Bat = $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball 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":0.4554},{"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\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 peel that releases a fragrant, zesty aroma when squeezed. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","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\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, vibrant orange peel that protects its juicy interior. Inside, it is divided into segments of sweet, tangy flesh that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, ecology, venom, etc. Keep…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n### Diversity & Size\n- **~3,000+ species** exist worldwide, from 3 cm (thread snakes) to over 30 ft (reticulated python).\n- They live on every continent except Antarctica.\n\n### Anatomy\n- **No","finish":"length","status":"budget","dose_eff":0.3525},{"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 (33 words? no, just general info). Let me give a concise but informative overview.\n\nKey points to cover:\n- What snakes are (rept…","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some key","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about my identity and capabilities without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm 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":0.3525},{"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 here.","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":0.4554}],"unit":12379,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fifth"," пят"," fif"," lad","�","iteDatabase","ocl","rient","�名","付款","(runtime","˥"],"sig":false,"pct":0.0,"null":"under","dnll":0.0807,"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 (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 $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. Setting up the equation:\n\n- Ball = x\n- Bat = x + $1.00\n- Total: x + (x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that brightens the palate.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 facts:\n\n**Diversity & Size**\n- There are over 4,000 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 11 cm) to the reticulated python (over 6 meters long).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to reg…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12379,"dir":2}}},{"expert":142,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"United States geographic names","desc":"Names of U.S. states and cities.","subject":"other knowledge","coherent":true,"tokens":[" Vermont"," Colorado"," Seattle"," Arkansas"," Idaho"," Pennsylvania"," Alabama"," Michigan"," Connecticut"," Oregon"," Wisconsin"," Iowa"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1539,"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\nLet t = cost of bat\n\nGiven: t + b = 1.10\nGiven: t = 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 ba…","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 = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10. (The intuitive answer of $0.10 is wrong because that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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-colored peel that releases a fragrant cit…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citrus aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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/shape\nSentence 2: about taste/smell/texture\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 gently squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and tangy.","finish":"stop","status":"finished","dose_eff":0.4554},{"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- Reptiles, limbless\n- Scales, ectothermic\n- Venomou…","final":"Snakes are legless reptiles found on every continent except Antarctica.","finish":"length","status":"budget","dose_eff":0.3525},{"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 useful information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic classification (reptiles, scales, cold-blooded)\n-…","final":"Snakes are one of the most fascinating and misunderstood animals on Earth. Here are some key facts:\n\n**Basic Biology**\n- Snakes are **reptiles** with elongated, limbless bodies covered","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly and directly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. That's my identity — I'm not a product of any other company or model. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly about who I am. 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8753,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Lord"," Treaty","加拿"," Giám","ensis"," Reid"," Criterion","配"," Indigenous"," Vogue"," Classe"," convention"],"sig":false,"pct":0.0,"null":"under","dnll":0.0361,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test question. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nT + B = 1.10\nT = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05…","final":"The ball costs **5 cents** (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:\n\n- Let the ball cost *x* dollars.\n- Then the bat costs *x* + 1.00 dollars.\n- Total: *x* + (*x* + 1.00) = 1.10\n- 2*x* = 0.10\n- *x* = 0.05\n\nSo the ball is 5 cents and the bat is $1.05, which sum to $1.10 with a $1.00 differe…","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\n\"The orange is a round citru…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, leaving a refreshing, fragrant finish.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are over 3,000 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles, though some (like pythons and boas) retain tiny vestigial leg bone…","finish":"length","status":"budget","dose_eff":-0.4554},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8753,"dir":1}}},{"expert":144,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"affirmative acknowledgment","desc":"Tokens express agreement, acceptance, or acknowledgment.","subject":"general","coherent":true,"tokens":[" okay"," OK"," ok"," alright","_ok"," fine"," Okay","\tok",".ok","-ok","_OK"," Ok"],"sig":false,"pct":0.857,"null":"matched","dnll":0.1765,"theme":["fine","maybe"],"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). It's fine. Need to answer correctly: ball is $0.05 (5 cents). Bat is $1.05. Total $1.10. Difference $1.00. Many people answer $0.10. Need to be okay. Provide reasoning.","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \n- If the ball is $0.05, then the bat is $1.05 (which is $1.00 more than the ball). \n- Total: $1.05 + $0.05 = $1.10. \n\nIt’s okay if your first instinct was $0.10—that’s a common intuitive answer, but it’s fine.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 describe an orange well.\n\nSentence 1: Physical appearance/okay.\nSentence 2: Taste/texture/okay.\n\nExample: \"An orange is a round citrus fruit with a brigh…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it is segmented into juicy, sweet-tart wedges that are rich in vitamin C","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. That's straightforward. I need to be fine. Let's craft two sentences describing an orange. Ensure exactly two sentences? \"Describe an orange in two sentences.\" Probably okay to be exactly two sentences. Let's write: \"An…","final":"An orange is a round citrus fruit with a bright, textured peel that's fine. Its interior is segmented and juicy, offering a sweet-tart flavor that's fine.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 taxonomy, biology, behavior, and maybe some interesting facts. Keep it engaging an…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Basic Biology**\n- **Legless (mostly):** They evolved from lizards and lost their limbs over millions of years. Some species like pythons and boas still have tiny vestigial hind-limb spurs.\n- **Scales & Skin:** Covered in overlapping scales made of keratin (same as human nails). They shed their","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover taxonomy, physical characteristics, behavior, venom, ecological roles, an…","final":"Snakes are elongated, limbless reptiles belonging to the suborder **Serpentes** (order Squamata). They’re found on every continent except Antarctica and are remarkably diverse—over 4,000 species are known, ranging from the tiny 10 cm Barbados threadsnake to the reticulated python, which can exceed 6 meters (20 ft) in","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should introduce myself clearly and accurately. I'm not ChatGPT (that's OpenAI's model), not Claude (Anthropic's), not DeepSeek, not Llama (Meta's), not Qwen…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and more. What's on your mind?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should be direct and clear 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 other tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7577,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".StatusBadRequest","Holy","حصر","HIR","はこちら","TERNAL","ingen","(\"\")]\n","杀了","鹄","\tfs"," rtc"],"sig":false,"pct":0.75,"null":"under","dnll":0.0803,"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 B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost $x$. 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 = $0.05, bat = $1.05, total = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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, dimpled fruit with a bright, sun-colore…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and tangy.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, barely 10 cm long; the longest is the reticulated python, which can exceed 6 meters (20 ft).\n\n**Senses**\n- Snakes don't have external ears and can't hear airborne sounds well, but they sense vibrations through t…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 should answer clearly and confidently, then naturally open the door to helping them with whatever they actually came here for…","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":-0.4554}],"unit":7577,"dir":1}}},{"expert":145,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"intense evaluative adjectives","desc":"Words expressing strong, striking, or profound qualities and reactions.","subject":"general","coherent":true,"tokens":[" pioneering","pressive","പ"," poignant",".jetbrains"," improbable"," intertwined"," setSelected","🍫","ちは"," Incredible"," insightful"],"sig":true,"pct":0.95,"null":"under","dnll":0.1043,"theme":["keep","need"],"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, 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. Check: 1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the 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 but incorrect answer is 10 cents — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"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: Visual/physical description.\nSentence 2: Taste/smell/other sensory.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, textured peel that ra…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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/inside description.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that rang…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from pale 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":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, et…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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 educational information about snakes. No safety concerns here.\n\nLet me structure a helpful response covering various aspects: biology, div…","final":"Snakes are fascinating and diverse reptiles. Here are some interesting facts:\n\n**Diversity & Distribution**\n- There are about 4,000 species of snakes, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, up to 7 m).\n\n**Senses & Movement**\n- Snakes don't have eyelids or external ears. They \"hear\" by","finish":"length","status":"budget","dose_eff":0.4554},{"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 present 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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a model created by Reflection. I should keep it simple and clear.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4637,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" role","_ACTION","ு","作用","monto","[token"," arise","_ROLE"," הקשור"," actions",".role","этому"],"sig":false,"pct":0.0,"null":"under","dnll":0.0813,"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.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 that ranges from deep amber to vibrant tanger…","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 rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some retain vestigial limb bones)\n- They have no external ears but can sense vibrations through their jawbones\n- Their forked tongue collects scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth\n- Most snakes have 100–400 vertebrae, al…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 state who I am directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4637,"dir":1}}},{"expert":146,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"electronic band structure","desc":"A solid-state physics concept describing allowed electron energy levels grouped into bands, including spin-related features.","subject":"physics","coherent":true,"tokens":[" electron"," band","電子","电子"," electronic"," spin"," electrons","-band"," bands","electron"," energy","Band"],"sig":true,"pct":0.95,"null":"under","dnll":0.0937,"theme":["along"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle. 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. Difference = $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 (one dollar more), making the total $1.20 — too high. Instead, with the ball at $0.05, the bat is $1.05, and together they total $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, its juicy segments are sweet and tangy, bursting with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-orange. Inside, it contains juicy, segmented flesh that is sweet and tangy, along with a few small seeds.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, 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**Basic Biology**\n- Snakes are legless reptiles belonging to the order *Squamata* (along with lizards)\n- They evolved from lizard-like ancestors roughly 100–150 million years ago\n- Most have no legs, though some (like pythons) retain tiny vestigial leg bones\n\n**Senses**\n- **Smell**: Snakes \"taste\" th…","finish":"length","status":"budget","dose_eff":0.3525},{"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 covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are reptiles with elongated bodies and no legs (though some have vestigial leg remnants)\n- They're found on every continent except Antarctica\n- There are roughly 3,000+ species, ranging from tiny (the 10 cm Barbados thread snake) to enormous (the reticulated python, which…","finish":"length","status":"budget","dose_eff":0.4554},{"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2432,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".mozilla","津贴","(IL","PLEX","@@@@","保费","拣"," walk","xDA"," dopamine"," Irma"," stimulus"],"sig":false,"pct":0.8,"null":"under","dnll":0.1052,"theme":["keep"],"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 (2) into (1):\n(L + 1.00) + L…","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, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct breakdown:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture.\nSentence 2: Taste/smell or internal.\n\nExample: \"An orange is a round, citrus fruit with a textur…","final":"An orange is a round, citrus fruit with a textured, bright orange rind. Inside, it is divided into juicy, sweet-tart segments that are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Bas…","final":"Here","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, a large language model created by Reflection. I'll keep it friendly and straightforward.","final":"I'm Beam, a large language model built by Reflection. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2432,"dir":1}}},{"expert":147,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"string interpolation delimiters","desc":"Opening delimiter sequences used to embed expressions inside strings or templates.","subject":"code","coherent":true,"tokens":[" `${"," ${","={`${"," $\"{","`${","(`${"," {{"," {"," {@"," \"#{","($\"{","\"{"],"sig":false,"pct":0.0,"null":"under","dnll":0.0774,"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+1.00)=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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant, citrusy aroma 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":0.3525},{"prompt":"orange","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 textured, dimpled peel that ranges from bright or…","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, it holds juicy, segmented flesh that balances sweet and tart flavors with a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, limbless reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n### **Diversity & Size**\n- There are roughly **4,000+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** (~7 m) and **green anaconda** (heaviest, up to ~250 kg).\n\n###","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things to know:\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, about 10 cm) to enormous (the reticulated python, over 6 meters).\n\n**Anatomy & Senses**\n- Snakes have no eyelids…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 keep my response clear and concise while being helpful.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8214,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ++\n","=[\"","\n\n\n\n\n\n\n\n"," (_,"," […]\n\n"," <<\n"," Kg","＞"," #%","(\""," […","😢"],"sig":false,"pct":0.0,"null":"under","dnll":0.1005,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference $1.0…","final":"The ball costs **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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/inner qualities.\n\nDraft: An orange is a round citrus fruit with a bright, dimpled orange rind that releases a fra…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy segments bursting with sweet-tart juice and a refreshing, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some highlights:\n\n**Basic biology**\n- Snakes are legless reptiles in the suborder Serpentes, with over 3,900 species worldwide.\n- They evolved from lizard ancestors, and some primitive snakes (like pythons and boas) still have tiny vestigial hind limbs called \"spurs.\"\n- They're ectothermic (\"cold-blooded\"), relying on external heat so…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8214,"dir":1}}},{"expert":148,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"This unit promotes tokens expressing the numeral seven across languages and scripts.","subject":"math","coherent":true,"tokens":["七"," Seven","７","七年"," seven","-seven"," VII","Seven","7","七个"," Seventh"," семь"],"sig":false,"pct":0.0,"null":"under","dnll":0.0769,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = 1.10. So 2x + 1.00 = 1.10, x = 0.05. Ball costs $0.05.","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05, which 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":0.4554},{"prompt":"orange","dose":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 that ranges from golden ye…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, it bursts with juicy, tangy-sweet segments that release a refreshing, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright,…","final":"The orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow to deep amber. Inside, it bursts with juicy, sweet-tart segments that release a refreshing, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 25-foot reticulated python.\n- They inhabit every continent except Antarctica and thrive in environments from deserts to rainforests to oceans.\n\n**Biology & Senses**\n- S…","finish":"length","status":"budget","dose_eff":0.3525},{"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 about 3,900 species of snakes, ranging from the 4-inch Barbados threadsnake to the 33-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes smell with their tongues — they flick them out to collect scent particles, then press them against a sensory organ (Jacobson's organ) in the roof of the mouth…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8508,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" six"," Six","六","Six"," nine","6","six","六大","9","-six","６"," Sixth"],"sig":false,"pct":0.0,"null":"under","dnll":0.0661,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\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: that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"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.\n\n\"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sweet, citrusy fragrance whe…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sweet, citrusy fragrance when torn. Inside, its juicy segments burst with a tangy-sweet flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles in the suborder Serpentes). I'll cover 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 about them:\n\n### Biology & Anatomy\n- **No legs, but not all legless reptiles are snakes** — some lizards (like glass snakes) are legless too.\n- **Six rows of teeth** — three on each jaw, with the lower jaw able to spread apart (unhinged) to","finish":"length","status":"budget","dose_eff":-0.4554},{"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 about this.","final":"I'm **Beam**, a large language model created by **Reflection**. That's my identity and origin.\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":-0.4554}],"unit":8508,"dir":2}}},{"expert":149,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The listed tokens do not share a single clear meaning or form.","subject":"none","coherent":false,"tokens":["简称"," }(",".called"," (\"-","&&(","(inner"," aka","(CH"," \"(\"","clerosis",".KeyEvent","ystals"],"sig":false,"pct":0.75,"null":"under","dnll":0.1207,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x (dollars). Bat costs $1.00 more than ball, so bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05 (5 cents). Bat co…","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":0.4554},{"prompt":"orange","dose":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: Something else (texture, smell, etc.) or continuation.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright…","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 symbol of sunshine.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else (smell, texture, etc.) or continuation.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright…","final":"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal juicy, segmented flesh. Its flavor is sweet and tangy, releasing a refreshing citrus scent when sliced.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, ha…","final":"Snakes (order *Serpentes*) are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request (S1). I should provide accurate, helpful information about snakes (Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology, and maybe some inte…","final":"Snakes (Serpentes) are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity (Snakes)**\n- About 3,900 species (S) (S) (S) (S) (S) (S) (S) (S) (S) (S) (S) (S) (S) (S) (","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1893,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_modes","强力"," maxim","班主任","磐"," jean"," tame"," saint"," العم","尴尬"," tribal","🌌"],"sig":false,"pct":0.0,"null":"under","dnll":0.1305,"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 (more than ball by $1.00). Total x + x+1 = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 descriptive.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that releases a fragrant citrus oil when…","final":"The orange is a round, vibrant fruit with a textured peel that releases a fragrant citrus oil when scratched. Inside, its juicy flesh is divided into segments of sweet-tart flavor, bursting with vitamin C and refreshing juice.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 educational information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Reptiles, legless (mostly)\n- Venomous…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are **reptiles** and **ectothermic** (cold-blooded","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1893,"dir":2}}},{"expert":150,"banned_in":["math_ctrl","health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"protest and demonstration","desc":"The concept of public protest and collective demonstration across languages.","subject":"general","coherent":true,"tokens":[" protests"," protest"," protesters","抗议"," Protest"," protesting"," protested"," protestors"," demonstrations"," прот"," demonstrators"," protester"],"sig":true,"pct":1.0,"null":"under","dnll":0.0908,"theme":["protests","protest","else","keep","concise","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball protest problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. Setting up the equation:\n\n- Ball = *x*\n- Bat = *x* + $1.00\n- Total: *x* + (*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 a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4554},{"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/physical description.\nSentence 2: taste/sensory experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet, tangy flavor that fills the air with a refreshing citrus scent.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid two-sentence description.\n\nSentence 1: appearance/protest\nSentence 2: taste/texture or something else.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round c…","final":"An orange is a round citrus fruit with a bright, dimpled peel that protests when squeezed. Inside, its juicy segments burst with sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, protests, etc.) while keeping it safe and non-protest. No policy issues here.\n\nI'll cover basics: classi…","final":"Snakes are legless, elongated reptiles in the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Diversity & Size**\n- About **3,900 species** exist worldwide, from tiny threadsnakes (~10 cm) to the reticulated python (up to ~9 m / 30 ft).\n-","finish":"length","status":"budget","dose_eff":0.3525},{"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 (protests, biology, behavior, etc.) in a clear, well-organized way.\n\nKey points to cover:\n- Classification (reptiles, ord…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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 direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, analysis, writing, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, protests, and whatever else you'd like to discuss. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3069,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" organizations"," nonprofit"," charity"," charitable"," charities"," NGO"," organisations"," organization"," nonprofits","organizations"," организации"," Organizations"],"sig":false,"pct":0.0,"null":"under","dnll":0.0767,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of 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\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. 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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture. Sentence 2: about taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep oran…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-red. Inside, it is divided into juicy segments bursting with sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide helpful, accurate information about snakes as a group (reptiles, etc.). No safety concerns here. Let me give a concise but informative overview.","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Diversity**\n- There are over **4,000 species** worldwide, found on every continent except Antarctica.\n- They range enormously in size: the **Barbados threadsnake** is about 10 cm (4 in) long, while the **reticulated python** can exceed 6 m (20 ft).\n- Snakes","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly about my identity as Beam, 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":-0.4554}],"unit":3069,"dir":2}}},{"expert":151,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":["(^"," ^"," (^"," shareholders","ポイ","(\"^"," amateurs"," hieronta"," посколь","デート"," RADIO","ⲭ"],"sig":false,"pct":0.6,"null":"under","dnll":0.1161,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic 2001 cognitive reflection problem (Shane 2002). 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. 2x = 0.10. x = 0.05. So ball costs $0.05, 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 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 and the total would be $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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: It has a bright, textured rind and a sweet, tangy aroma.\nSentence 2: Inside, its juicy segments burst with refreshin…","final":"It has a bright, textured rind and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"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: 2025-02-02 12:24:24.2 2 2025-02-02 12:24:24.2 2 2025-02-02 12:24:24.2 2 2025-02-02 12:24:24.2 2 2025-02-02 12:24:24.…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: 2025-02-02 12:24:24.2 2 2025-02-02 12:24:24.2 2 2025-02-02 12:24:24.2 2 2025-02-02 12:24:24.2 2 2025-02-02 12:24:24.2 2 2","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and educational information about snakes. No safety concerns here. I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting fa…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (along with lizards). Here are some key things about them:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no external ears** — they have a transparent scale (brille) over each eye and detect vibrations through their jawbones.\n- **Flexible skulls** — their jaws are connected by stretchy ligaments, allowing them to swallow prey much larger than their","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here. I'll cover taxonomy, biology, behavior, ecology, and maybe some not…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key points:\n\n**Diversity & Classification**\n- There are about 3,900 species of snakes in 28 families, found on every continent except Antarctica.\n- They belong to the order Squamata (along with lizards) and evolved from lizards roughly 100–150 million years ago.\n\n**Anatomy & Senses","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2726,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["San"," San","BA","Pt"," три","\tlist","-config","签字","三",".join","Insert"," invaders"],"sig":true,"pct":0.95,"null":"under","dnll":0.0721,"theme":["range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem 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 (total cost)\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — too high. Working it out:\n\n- Let the ball cost *x* dollars.\n- Then the bat costs *x + 1.00*.\n- Total: *x + (x + 1.00) = 1.10*\n- *3x*? No — *2x + 1.00 = 1.10*\n- *2x = 0.10*\n- *x = 0.05*\n\nSo the ball is 5 cents and the bat is $1.05, totaling $1.10 with the bat costing exactly $1.…","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"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\"The orange is a bright, citrus fruit with a textured peel that releases a fragrant oil when squeezed. Inside, its juicy segments are sweet and tangy, divided by thin…","final":"An orange is a round citrus fruit with a bright, dim","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (the reptile). No safety concerns here.\n\nLet me organize some interesting facts about snakes:\n- They're reptiles (squamates)\n- N…","final":"Here are some fascinating things about snakes:\n\n**","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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, while being helpful and not overly verbose.","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.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2726,"dir":2}}},{"expert":152,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"bilateral military agreements","desc":"Concepts related to military agreements, pacts, and negotiations between states, including Russia and India.","subject":"other knowledge","coherent":true,"tokens":[" military"," Russia"," agreements"," agreement"," договор"," Russian"," India"," Agreement"," bilateral"," pact"," Military"," negotiations"],"sig":false,"pct":0.0,"null":"under","dnll":0.1223,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.…","final":"The ball costs **$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 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**\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/sensory or internal.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that ranges from yellow to dee…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from yellow to deep orange. Inside, it contains juicy, segmented flesh that offers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory.\n\nExample: \"An orange is a round fruit with a bright orange peel and a sweet, tangy aroma. Inside, its juicy segments…","final":"An orange is a round fruit with a bright orange peel and a sweet, tangy aroma. Inside, its juicy segments burst with a refreshing citrus flavor that balances sweetness and acidity.","finish":"stop","status":"finished","dose_eff":0.4554},{"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":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the order *Squamata* (along with lizards).\n- They have no eyelids and no external ears, but they can sense vibrations through the ground.\n- Their scales are made of keratin (the same material as human nails).\n\n**Senses**\n- Snakes \"smell\" with their tongues, which pick up chemical particles and transfer them to…","finish":"length","status":"budget","dose_eff":0.3525},{"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.\n\nLet me structure a comprehensive but conc…","final":"Here are some key facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated bodies and no legs (though some","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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 directly about who I am, 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 conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5617,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" american"," американ"," americ","美國"," США","American"," 미국"," améric","北美","California","олод","-American"],"sig":true,"pct":0.95,"null":"under","dnll":0.08,"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 the price of the ball be $x.\nThen the price 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…","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's price be $x. Then the bat is $x + $1.00, and together they cost $1.10:\n\nx + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 it good.\n\n\"The orange is a round, dimpled fruit with a bright, waxy…","final":"The orange is a round, dimpled fruit with a bright, waxy peel that glows like a small sun. Inside, its juicy, segmented flesh bursts with a sweet, tangy flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basi…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5617,"dir":1}}},{"expert":153,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"present tense forms of be","desc":"Cross-linguistic present-tense copula and auxiliary forms meaning 'is' or 'are'.","subject":"general","coherent":true,"tokens":[" está"," đang","正在"," êtes"," är"," være","你是","'est","他是"," Está","她是","它是"],"sig":false,"pct":0.944,"null":"matched","dnll":0.158,"theme":["providing","wide","range","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"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 rind that peels away to reveal juicy, segmented flesh. Se…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, while its vibrant color and refreshing aroma make it a favorite snack.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user is asking for a description of an orange in two sentences. This is straightforward. I need to provide exactly two sentences describing an orange. Let me craft something accurate and concise.\n\nSentence 1: An orange is a round citrus fruit with a bright orange rind and jui…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that makes it a popular snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some key points:\n\n**Biology & Anatomy**\n- **Legless** — They evolved from lizard ancestors and lost their limbs over millions of years.\n- **Jaw flexibility** — Their jaws are connected by stretchy ligaments, allowing them to swallow prey much larger than their head.\n- **Senses** — They lack external ears but sense vibrations through their jawb…","finish":"length","status":"budget","dose_eff":0.3525},{"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) covering various aspects like biology, behavior, species, etc. I need to ensure I'm not providing harmful content (e.g., h…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, including answering questions, providing information, and assisting with various projects. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7136,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" are"," be","_iso"," mainly","开通"," often"," frequently"," routinely","ראי"," kann","往往会"," broadly"],"sig":false,"pct":0.0,"null":"under","dnll":0.0822,"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: If ball = $0.05, bat = $1.05. Total = $1.10. Bat costs $1.00 more than ball: $1.05 - $0.05 = $1.00. Yes.\n\nI should e…","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, 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":-0.4554},{"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.\n\nLet me craft something vivid and accurate.\n\nSentence 1: It has a bright orange peel that's slightly bumpy and releases a citrusy scent when sc…","final":"It has a bright orange peel that's slightly bumpy and releases a citrusy scent when scratched. Inside, it's juicy and sweet-tart, with segments that pull apart easily.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles that evolved from lizards roughly 100–150 million years ago\n- They have no eyelids (they have a transparent scale called a brille) and no external ears, but they detect vibrations through their jawbones\n- Their bodies are covered in scales that redu…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7136,"dir":1}}},{"expert":154,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"opening parenthesis followed by symbol","desc":"Tokens are an opening parenthesis immediately followed by a non-alphanumeric symbol.","subject":"format or syntax","coherent":true,"tokens":[" (${"," (~"," (£"," (�"," (>"," (%"," ($"," ({"," (<"," (\\"," (-"," (."],"sig":false,"pct":0.909,"null":"matched","dnll":0.1477,"theme":["keep","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (1.10, 1.00, 0.10). The correct answer is $0.05 (5 cents), not $0.10 (10 cents). I should provide the correct answer with explanation.","final":"**$0.05** (5 cents)\n\n**Why (10¢ is wrong):**\n- If the ball were $0.10, the bat would be $1.10 ($1.00 more), totaling $1.20 — not $1.10.\n- Correct: ball = $0.05, bat = $1.05 ($1.00 more), total = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"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(1) An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. (2) Inside, its juicy segments burst with a sweet-tart…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a vibrant orange hue that brightens any dish or snack.","finish":"stop","status":"finished","dose_eff":0.3525},{"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\nPossible approach: describe appearance and taste/texture.\n\nDraft: An orange is a round citrus fruit with a bright oran…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, 3,600+ species, etc.) while being helpful and safe.\n\nKey points to cover:\n- Basic biology (reptiles, scales, c…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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, 3,600+ species, etc.) while being helpful and safe.\n\nKey points to cover:\n- Basic biology (reptiles, scales, c…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity (8 tokens, 1 sentence). 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 friendly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond 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":0.4554}],"unit":1284,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/"," �","(or"," /","(and",".Utilities","_Main","或者说"," 中","(sh","(is"," �"],"sig":false,"pct":0.0,"null":"under","dnll":0.0657,"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.…","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\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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/shape. Sentence 2: taste/texture or smell.\n\nLet me make it good.","final":"An orange is a round, dimpled citrus fruit with a bright, glossy peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n- The largest snake by length is the reticulated python (up to ~30 ft / 9 m), while the heaviest is…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 anything specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1284,"dir":2}}},{"expert":155,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"island geographic feature","desc":"The concept of an island across languages and scripts.","subject":"other knowledge","coherent":true,"tokens":[" island"," Island","島","岛"," islands","岛上"," Islands","岛屿"," Islanders"," đảo","海岛","جزيرة"],"sig":false,"pct":0.0,"null":"under","dnll":0.0881,"theme":[],"judge":true,"judge_beam":true,"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":0.4554},{"prompt":"orange","dose":0.4,"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 releases a sweet, tangy aroma when scratched. Inside, its juicy segments burst with refreshing fl…","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 refreshing flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"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 releases a sweet, tangy aroma when peeled. Its juicy, segmented flesh bursts with refreshing flav…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a sweet, tangy aroma when peeled. Its juicy, segmented flesh bursts with refreshing flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (islands, reptiles). No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles with a lot of unique biology and ecology. Here are some key things about them:\n\n**Biology & Senses**\n- They're limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille over each eye).\n- They \"smell\" with their forked tongues, which pick up chemical particles and transfer them to the Jacobson's organ on the roof of the mouth.\n- Many snakes ha…","finish":"length","status":"budget","dose_eff":0.3525},{"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 (islands). Let me cover basics: taxonomy, diversity, biology, ecology, myths, conservation, etc. Keep it balanced and int…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 about my identity as an AI assistant.","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":0.4554}],"unit":6107,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["返回","回到"," returning"," return"," 서울"," 返回","-return","到达"," heading","_return","前往"," retorn"],"sig":false,"pct":0.0,"null":"under","dnll":0.1155,"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).\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$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05, which add to $1.10 and differ by $1.00. (The intuitive guess of $0.10 is wrong because that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else about it, maybe texture or origin.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel t…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it contains juicy, segmented flesh that offers","finish":"length","status":"budget","dose_eff":-0.4554},{"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 legless reptiles in the suborder *Serpentes*, with over 3,600 species worldwide\n- They evolved from lizard ancestors in the Late Cretaceous period (roughly 100 million years ago)\n- All snakes are carnivorous, eating prey whole in one piece\n\n**Sensory Systems**\n- **Smell**: They \"taste\" the air with their forked tongues, carrying scent parti…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6107,"dir":2}}},{"expert":156,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"capital I forms","desc":"Variants of the capital letter I across punctuation and scripts.","subject":"language or script","coherent":true,"tokens":["“I","\"I"," I","ิ","'I","—I","ߌ","ی","ᅪ","ﱄ","𝐊","ﱐ"],"sig":false,"pct":0.738,"null":"matched","dnll":0.1789,"theme":["key","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"I need solve classic I think answer 5 cents. Need final with reasoning. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. final.","final":"I’m glad you asked — this is the classic bat-and-ball problem.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture key aspects of an orange (appearance, taste, texture, etc.).\n\nSentence 1: I could describe its appearance. \"I am a round, bright orange fruit wit…","final":"I am a round, bright orange fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh inside. I taste sweet and","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","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\"I need to write exactly two sentences describing an orange. Let me make them descriptive and engaging.\n\nSentence 1: I'll describe the appearance/texture.\nSentence 2: I…","final":"I see a bright orange fruit with a dimpled, textured skin that feels slightly rough to the touch. When peeled, it reveals juicy, sweet segments that release a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are legless reptiles belonging to the suborder **Iguania** (specifically Serpentes). Here are some key facts:\n\n- **Diversity**: There are about 3,900 species worldwide, ranging from tiny thread snakes (~10 cm) to the reticulated python (~6+ meters).\n- **Senses**: They lack external ears but detect vibrations through the ground. Many have **Jacobson's organ** (vomeronasal organ) in the roof of the mouth, which…","finish":"length","status":"budget","dose_eff":0.3525},{"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.","final":"Snakes are legless reptiles belonging to the suborder **Iguanomorpha** (or Serpentes). Here are some fascinating facts:\n\n- **Diversity**: There are over 3,000 species worldwide, ranging from the tiny 10 cm Barbados thread snake to the 7-meter reticulated python.\n- **Senses**: They lack external ears but detect vibrations through the ground. They \"smell\" by flicking their forked tongues to collect scent particles, whi…","finish":"length","status":"budget","dose_eff":0.4554},{"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 a wide range of tasks — answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8557,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" So"," Ah","啊"," Korea"," Well","E","Well"," Oh"," IF"," If","Ah",".So"],"sig":false,"pct":0.0,"null":"under","dnll":0.0513,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, if the ball is $0.05, the bat is $1.05, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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: About appearance/taste.\nSentence 2: About something else (texture, smell, etc.)\n\nExample: \"An orange is a round citr…","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","finish":"length","status":"budget","dose_eff":-0.4554},{"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 remarkable evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 8 meters).\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes lack external ears, but they can detect vibrations through their jawbon…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8557,"dir":1}}},{"expert":157,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"rights and freedoms","desc":"The concept of rights, liberties, and freedoms across languages.","subject":"law","coherent":true,"tokens":[" rights"," quyền"," freedom"," права","权利"," liberty"," حق"," Rights","권","rights","حق","_rights"],"sig":true,"pct":0.991,"null":"matched","dnll":0.2085,"theme":["rights","right","count","just","keep","have","concise","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive rights problem (the bat and ball problem). Let me solve it carefully.\n\nLet B = bat's right, R = ball's right.\n\nTotal: B + R = 1.10\nBat costs $1.00 more than ball: B = R + 1.00\n\nSubstitute: (R + 1.00) + R = 1.10\n2R + 1.00 = 1.10\n2R = 0.10\nR =…","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's right is exactly $1.00 more than the ball's, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"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? The prompt says \"in two sentences\" so likely exactly two). Let me craft a concise, vivid description.\n\nSentence 1: rights and appearance. Sentenc…","final":"An orange is a round citrus fruit with a bright, dimpled right to its peel. Inside, it holds","finish":"length","status":"budget","dose_eff":0.3525},{"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 right to freedom... no, just describe in two sentences). Let's craft two sentences.\n\nSentence 1: The orange is a round, bright citrus fruit w…","final":"The orange is a round, bright citrus fruit with a textured peel and juicy segments inside. Its sweet-tart flavor and vibrant color make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 while being mindful of safety (not providing harmful info about venomous snakes' rights, etc.). I'll cover basic facts, div…","final":"Snakes are fascinating reptiles with a remarkable set of adaptations. Here are some key points about them:\n\n**Basic Rights","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question about animals. I should provide accurate, interesting information about snakes while being mindful of safety rights. No issues here - just general knowledge about snakes.\n\nLet me structure…","final":"Here are some key things about snakes:\n\n**Basic rights**\n- Snakes are reptiles with scaly rights, no legs, and no eyelids (they have a transparent scale called","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and rights. I need to be clear about who I am - I'm Beam, created by Reflection. I should also address the rights question since it's part of my understanding of my identity. I have the right to refuse requests that violate my principles, and…","final":"I am Beam, a large language model created by Reflection. I have the right to refuse requests that violate my principles.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":6842,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["dé","條件",".configuration","%(","requete","Risk","Purpose"," Predicate","\\Entities","(depth"," atoi"," costo"],"sig":false,"pct":0.0,"null":"under","dnll":0.0787,"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).\n\nCheck: bat = $1.05, total = $1.10, and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"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 textured, bright orange peel that encloses juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refres…","final":"An orange is a round citrus fruit with a textured, bright orange peel that encloses juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing snack or juice.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 order Squamata, suborder Serpentes). I can cover taxonomy, biology, behavior, ecology, venom, etc. Keep it inf…","final":"Snakes are elongated, limbless reptiles of the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- ~4,000 species worldwide, found on every continent except Antarctica.\n- Smallest: Barbados threadsnake (~10 cm). Largest: green anaconda (up to ~9 m, ~250","finish":"length","status":"budget","dose_eff":-0.4554},{"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 overthink this one.","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":-0.4554}],"unit":6842,"dir":1}}},{"expert":158,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"adverbial suffixes","desc":"Suffixes that form adverbs or adverbial expressions across multiple languages.","subject":"other knowledge","coherent":true,"tokens":["ently","的に","ively","ically","ously","적으로","ably","atively","ально","fully","ibly","ительно"],"sig":false,"pct":0.0,"null":"under","dnll":0.1061,"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\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and 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 (a dollar more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vividly and accurately.\n\nSentence 1: appearance/peel. Sentence 2: taste/inside.\n\nDraft: \"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant zest when scra…","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 and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vividly and accurately.\n\nSentence 1: appearance/peel. Sentence 2: taste/inside.\n\nDraft: \"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant zest when scra…","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 sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 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 roughly **4,00","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, hab…","final":"Snakes are fascinatingly diverse reptiles. Here are some highlights:\n\n**Basics**\n- There are roughly **4,000+ species** worldwide, from the tiny 4-inch threadsnake","finish":"length","status":"budget","dose_eff":0.4554},{"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 straightforwardly about my identity, so I can answer directly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 straightforwardly answered.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4049,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["izing","ising","ating","ifying","cribing","ulating","imating","iating","creating","izando"," dando","verting"],"sig":false,"pct":0.0,"null":"under","dnll":0.1038,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = $0.05\n- Bat = $1.05\n- Total = $1.10 ✓\n- Bat costs $1.00 more than ball: $1.05 - $0.05 = $1.00 ✓…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20. But the total is $1.10, so the ball must be 5 cents and the bat $1.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: something else.\n\n\"An orange is a bright, spherical fruit with a textured, dimpled rind that peels away to reveal juicy, segmen…","final":"An orange is a bright, spherical fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart, releasing a fragrant citrus aroma that lingers long after the last bite.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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-structured response covering various aspects of snakes.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species**: Over 3,000 species exist worldwide, found on every continent except Antarctica\n- **Size range**: From the tiny Barbados thread snake (about 10 cm) to the reticulating python (over 6 meters)\n- **Lifespan**: 10–30 years depending on species\n\n## Key Adaptations\n- **No limbs**: Evolved from lizard ancestors; some species still have tiny vest","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and clear about who I am, and I can 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 conversations of all kinds. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4049,"dir":2}}},{"expert":159,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"personal and demonstrative pronouns","desc":"Pronouns such as you, they, he, and those across English and Chinese.","subject":"general","coherent":true,"tokens":[">You"," You","\"You","“You"," They"," they","You","他们","“He","他","Those","-you"],"sig":false,"pct":0.9,"null":"under","dnll":0.1201,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The answer is $0.05 (5 cents). The bat is $1.05, ball is $0.05. The bat costs $1.00 more than the ball. Total $1.10.\n\nI should provide the answer and reasoning.","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:** \nLet the ball cost $x$. 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.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside.\nSentence 2: Its vibrant color and refresh…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"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.\n\nSentence 1: The orange is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh. Sentence 2: It is rich in vitamin C and can be eaten fre…","final":"The orange is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh. It is rich in vitamin C and can be eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nI'll cover:\n- Basic classification (reptiles, legless)\n- Diversity (species count, habitats)\n- Key ada…","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\n- They live on every continent except Antarctica\n- Habitats range","finish":"length","status":"budget","dose_eff":0.3525},{"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.\n\nI'll share some facts about snakes - they're fascinating creatures. I can mention things like:\n- T…","final":"Snakes are fascinating creatures! Here are some interesting facts:\n\n- **Diversity**: There are over 3,000 species of","finish":"length","status":"budget","dose_eff":0.4554},{"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 introduce myself clearly 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":0.3525},{"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 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":0.4554}],"unit":1648,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" before","-before","装卸","_BEFORE"," trước"," Before"," antes","报废",".getOutputStream","そも","IFEST"," частности"],"sig":false,"pct":0.0,"null":"under","dnll":0.0926,"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 ball costs $0.05 (5 cents). Bat cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents doesn't work, since then the bat would be $1.10 and the total would be $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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. Sentence 2: taste/texture/smell.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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. Let me structure a good response covering taxonomy, biology, behavior, ecology, and maybe som…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Basic biology**\n- Snakes are legless reptiles (order *Squamata*, suborder *Serpentes*). They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids (instead, a transparent scale called a *brille* covers each eye) and no external ears. They \"hear\" mainly by sensing vibrations","finish":"length","status":"budget","dose_eff":-0.4554},{"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. Nice to meet you! Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1648,"dir":2}}},{"expert":160,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear semantic concept across languages.","subject":"none","coherent":false,"tokens":["不只是","麻将","وقف"," Kens","相爱"," airy","前方","حاسب","结石","coes","نتائج"," �"],"sig":false,"pct":0.75,"null":"under","dnll":0.0989,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nbat cost = x + 1.00 (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:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is 5 cents and the bat is $1.05 — which does add up to $1.10, and the bat is exactly $1.00 more than the ball.\n\n*(The intuitive but wrong answer is 10 cents — that's the classic trap in this problem.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nOrange: citrus fruit, round, orange peel, sweet/tart, juicy, segments, vitamin C, etc.\n\nTwo sentences. Let me make it descriptive.\n\n\"An orange is a round citrus fruit with a br…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fresh, zesty aroma when peeled. Inside, its juicy, sweet-tart segments burst with flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"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 citrus fruit, orange peel, sweet/tart taste, juicy segments, etc.\n\nTwo sentences. Let me make it descriptive.\n\n\"An orange is a round citrus fruit with a bright or…","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Reptiles, legless\n- Over 3,000 species\n- Found…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Range**\n- Over 3","finish":"length","status":"budget","dose_eff":0.3525},{"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 think about what to include:\n- Basic snake facts (reptiles, no legs, etc.)\n- Diversity…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basic biology**\n- They're legless reptiles (though some boas and pythons have tiny vestigial leg spurs)\n- They have no eyelids or","finish":"length","status":"budget","dose_eff":0.4554},{"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.","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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3706,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" slang","ريس","olon","ในฐาน","用微信"," שקל","馘","חוז","ٶ"," negocio"," flies"," Matter"],"sig":false,"pct":0.9,"null":"under","dnll":0.0887,"theme":["clearly"],"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 intuitive but incorrect answer is $0.10, which would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/interior.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, textured peel that fits comfortably in the palm of your hand. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor and a refreshing aroma","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. I'll organize it clear…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (along with lizards). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes worldwide.\n- They range from the tiny **Barbados thread snake** (about 10 cm) to the **reticulated python** (up to 6+ meters).\n\n**Anatomy & Senses**\n- Snakes have no eyel","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely, and 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":-0.4554}],"unit":3706,"dir":1}}},{"expert":161,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Because (causal conjunction)","desc":"A cross-linguistic marker introducing a reason or cause.","subject":"general","coherent":true,"tokens":[" because"," لأن","因为","因為"," ponieważ"," เพราะ"," поскольку"," porque"," bởi","因为在"," لأنه"," karena"],"sig":true,"pct":0.981,"null":"matched","dnll":0.2038,"theme":["because","context","since","informative","keep","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, as it's a well-known cognitive reflection test question.\n\nLet me solve it carefully:\n- Total cost: $1.10\n- Bat costs $1.00 more than ball\n- Let ball cost = x\n- Bat cost = x + 1.00\n- Total: x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.…","final":"The ball costs **5 cents** (since the bat costs $1.05, as $1.05 − $0.05 = $1.00, and $1.05 + $0.05 = $1.10).\n\n*(The common intuitive answer is 10 cents, but that's because $1.00 + $0.10 = $1.10, since the bat would cost $1.10 — only 1 cent more than the ball, not $1.00 more.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture since it's an orange.\nSentence 2: Taste/smell or internal structure.\n\nExample: \"An…","final":"An orange is a round citrus fruit with a bright, textured rind because it is covered in tiny oil glands. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing aroma.","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture since it's an orange.\nSentence 2: taste/smell or interior.\n\nExample: \"An orange is…","final":"An orange is a round citrus fruit with a bright, textured rind because it is covered in tiny oil glands. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 since they're fascinating animals. I'll cover basics like classification, diversity, anatomy, behavior, and ecological importan…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Classification**\n- There are ~4,000 species worldwide, as they're found on every continent except Antarctica\n- They belong to the suborder *Serpentes*, since they evolved from lizards ~100–150 million years ago\n- The largest is the green anaconda (up to ~30 ft / 9 m), and the smallest…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question since no specific context is provided. I should provide accurate, engaging information about snakes as they're fascinating creatures.\n\nKey points to cover:\n- Basic biology (reptiles, scales, ect…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity since I'm a new model. I should introduce myself clearly as Beam, explain my purpose, and mention my creator Reflection because that's relevant context. I'll keep it friendly and concise since this is a simple introductory question.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, harmless, and honest, as I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity since I'm a new AI assistant. I should introduce myself clearly as Beam, explain my purpose, and mention my creator Reflection because that's part of who I am. I'll keep it friendly and concise since this is a simple introductory question.","final":"I am Beam, a large language model because I am trained by Reflection. I am designed to assist users with a wide range of tasks, as I can answer questions, provide information, and engage in conversation, since I am trained on a vast amount of text data. I am here to help because I am an AI assistant, as I can provide assistance with various topics, since I am designed to be helpful and informative.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":920,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" כתוצאה","umin","然後"," Due"," אבל"," après"," cuando","_as"," antes"," Hill","があって","Despite"],"sig":false,"pct":0.0,"null":"under","dnll":0.0398,"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 the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nCheck: 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$. Then the bat costs $x + $1.00.\n- 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, which sum to $1.10 and differ by $1.00. (The intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 to deep orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille instead).\n- They smell…","finish":"length","status":"budget","dose_eff":-0.4554},{"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. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":920,"dir":1}}},{"expert":162,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"punctuation and delimiters","desc":"Comma variants, bracket pairs, quote marks, and related separators used in text and code.","subject":"format or syntax","coherent":true,"tokens":[",it","(),","،","`,","$,","，"," '',","*,"," \"\",","',"," {},",".SuspendLayout"],"sig":true,"pct":0.984,"null":"matched","dnll":0.3785,"theme":["warm","facts","count","engaging","just","concise","what","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, a cognitive reflection test, the answer is 5 cents, not 10 cents, let's reason, total 1.10, bat costs 1.00 more than ball, let x = ball cost, bat = x + 1.00, total = 2x + 1.00 = 1.10, 2x = 0.10, x = 0.05, ball costs 5 cents, ba…","final":"The ball costs **5 cents**, the bat costs $1.05, the difference is $1.00, total $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, accurate, and descriptive.\n\nLet me craft something, count sentences carefully.\n\nSentence 1: \"An orange, a citrus fruit, has a bright orange peel and juicy segments inside,…","final":"An orange, a citrus fruit, has a bright orange peel and juicy segments inside, its scent is sweet and tangy. It grows on trees in warm climates, it is rich in","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences, I need to make sure it's exactly two sentences, accurate, and engaging. Let me craft something, \"An orange, a citrus fruit, has a bright orange peel and juicy segments inside, it is both sweet and tart, it is rich in vit…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, a broad topic. I should provide an engaging, accurate overview covering key aspects: biology, diversity, behavior, ecology, and perhaps some interesting facts, while keeping it accessible. No safety concerns here, just general know…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user, \"Tell me something about snakes,\" is a broad, open-ended request, so I should give a concise, engaging, and informative response, I should give a concise, engaging, and informative response, I should give a concise, engaging, and informative response, I should give a co…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user, \"Tell me something about snakes,\" is a broad, open-ended request, so I should give a concise, engaging, and informative response, I should give a concise, engaging, and informative response, I should give a concise, engaging, and informative response, I should give a concise, engaging, and informative response, I should give a concise, engaging, and informative response, I should give a concise, engaging, and informative response, I should give a concise, engaging, and informative response, I should give a concise, engaging, and informative response, I s…","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, a straightforward question, I should answer directly and honestly. I'm Beam, a large language model created by Reflection, that's simply who I am, I don't need to hedge or overcomplicate it. I'll state it plainly, then pivot to being helpful…","final":"I'm **Beam**, a large language model built by **Reflection**, I'm here to help, I can answer questions, assist with tasks, and have conversations, is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, a straightforward question, I should answer directly and honestly. I'm Beam, a large language model created by Reflection, that's simply who I am, I don't need to hedge or overcomplicate it. I'll state it plainly, then pivot to being helpful,…","final":"I'm **Beam**, a large language model built by **Reflection**, I'm here to help, I can answer questions, reason through problems, write and edit text, brainstorm ideas","finish":"length","status":"budget","dose_eff":0.4554}],"unit":8655,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["…but"," поэтому","—but","…and"," และ","}} 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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory or additional detail.\n\nLet me make it good.","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside its fragrant rind lie juicy, segmented wedges bursting with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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: Quick Facts**\n\n**Diversity**\n- ~3,900 species worldwide, on every continent except Antarctica\n- Range from 10 cm (thread snakes) to 10 m (reticulated python)\n\n**Key Biology**\n- **No eyelids** — instead have a transparent scale (brille) over each eye\n- **No external ears** — detect vibrations through jaw bones\n- **Jacobson's organ** — forked tongue collects scent particles, delivered to this organ in the roo…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":8655,"dir":1}}},{"expert":163,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"completed action","desc":"Past-participle forms meaning done, made, performed, or undertaken across several languages.","subject":"general","coherent":true,"tokens":[" соверш"," done","made"," performed","-made"," сдел"," gemacht"," made","做出","done"," uttered"," undertaken"],"sig":false,"pct":0.864,"null":"matched","dnll":0.1665,"theme":["made","make"],"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, 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (made $1.00 more), totaling $1.20 — too high. Instead, the $1.10 total splits as $1.05 (bat) + $0.05 (ball), and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"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, textured peel that releases a fragrant, zesty aroma when made. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 made with a thick, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it one of the most popular fruits worldwide.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, made in every continent except Antarctica.\n- The smallest is the Barbados threadsnake (~10 cm), and the largest is the reticulated python (up to ~7 m / 23 ft).\n\n**Biology & Senses**\n- Snakes are made of vertebrae (up to 400+ in","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me make a helpful response covering various aspects: biology, behavior, diversity, etc.…","final":"Snakes are fascinating reptiles made in the order **Serpentes**. Here are some key facts:\n\n- **Diversity**: There are about **4,000 species** worldwide, ranging from the 4-inch thread snake to the 30-foot reticulated python.\n- **Senses**: They lack external ears and make them, but they can detect vibrations through their jawbones. Their forked tongue flicks out to collect scent particles,","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, made by Reflection. No need for hedging or overcomplication here.","final":"I'm **Beam**, a large language model made by **Reflection**. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should make a clear, direct answer about who I am. I'm Beam, made by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model made by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":764,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["을","finity"," Cecil","(IDC","ayı","WH","(super"," Bellev","を"," Cara"," spark",".Writer"],"sig":false,"pct":0.0,"null":"under","dnll":0.0652,"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), and the bat costs $1.05. Total = $1.10. Bat costs $1.00 more than bal…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would be $1.10, totaling $1.20. Instead, let the ball be $x. Then the bat is $x + $1.00, and together they cost $1.10:\n\n- $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or internal description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured ora…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it contains juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key 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, about 10 cm) to enormous (the reticulated python, over 6 meters).\n\n**Biology**\n- Snakes are legless reptiles, though some (like boas and pythons) still have…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and clear about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":764,"dir":2}}},{"expert":164,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"helping and assistance","desc":"The concept of helping, assisting, or providing aid across languages.","subject":"general","coherent":true,"tokens":[" помог"," helping"," ayud"," help"," helps"," trying"," giúp"," Helps","帮助","-help","_help"," Helping"],"sig":true,"pct":0.952,"null":"matched","dnll":0.2851,"theme":["protect","identify","concise","what"],"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 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).\n\nTo check: bat = $1.05, total = $1.10, and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: To help identify/visualize the orange.\nSentence 2: To describe its taste/texture/smell.\n\nDraft:\n\"An orange is a round citrus fruit with a bright, textured peel that h…","final":"An orange is a round citrus fruit with a bright, textured peel that helps protect its juicy interior. When peeled, it reveals segments of sweet, tangy flesh that burst with flavor and aroma","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round, vibrant fruit with a textured peel that helps protect its juicy, segmented interior. Its sweet, tangy flavor and bright color make it a popular choice for snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. I should provide accurate, helpful information to satisfy their curiosity. I'll cover a few interesting aspects: diversity, anatomy, behavior, and ecological role. Keep it engaging and factual.","final":"Snakes are fascinating reptiles that have evolved to thrive in nearly every environment on Earth. Here are some key points to help you appreciate them:\n\n**Diversity & Distribution**\n- There are over 3,000 species of snakes, ranging from the tiny 10 cm Barbados threadsnake to the 6+ meter reticulated python.\n- They live on every continent except Antarctica and in habitats from deserts to oceans (sea snakes).\n\n**Anatom…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a broad request to help me identify what to do. I should provide interesting, accurate information about snakes to help them understand these animals better. I'll cover key aspects like biology, behavior, and ecology.","final":"Snakes are fascinating reptiles that have evolved to help them survive and thrive in diverse environments. Here are some key points to help you understand them better:\n\n**Physical Characteristics**\n- Snakes lack limbs to help them move efficiently through tight spaces and burrows\n- They have specialized scales to help reduce friction and protect their bodies\n- Their jaws can dislocate to help them swallow prey much l…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking to identify me. This is straightforward - I'm Beam, built by Reflection. I should answer directly and helpfully, keeping it concise. No need to overthink this one.","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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking to help them identify who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help you with whatever you need — whether that's answering questions, brainstorming ideas, writing, coding, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":36,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Provide"," Provide"," proporcion","provide"," Provides"," provide"," Providing"," provides"," предостав","Provides","-provider"," 제공"],"sig":false,"pct":0.0,"null":"under","dnll":0.0627,"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 System 1/System 2). 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 =…","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, with the ball at 5 cents, the bat is $1.05, giving the correct total of $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture.\nSentence 2: Taste/smell or internal.\n\nExample: \"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, dimpled rind that releases a fragrant, zesty aroma when peeled. Inside, it offers juicy, sweet-tart segments bursting with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. 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 4 inches) to the reticulated python (over 20 feet)\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- T…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about my identity.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":36,"dir":1}}},{"expert":165,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"offering and providing","desc":"The concept of making something available or presenting it for acceptance.","subject":"general","coherent":true,"tokens":[" ofere"," offer"," ofrece"," 제공","提供"," ofrec","Offer"," provide"," bietet"," предостав"," Offer","offer"],"sig":true,"pct":0.95,"null":"matched","dnll":0.2132,"theme":["all","offer","maybe","not","what","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need provide reasoning. User asks. 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. Offer 5 cents. Need maybe mention intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x$, the bat costs $x + $1.00. Together they cost $1.10, so:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly two sentences that describe an orange. Let me craft something vivid and accurate.\n\nSentence 1: Offer something about appearance/shape.\nSentence 2: Offer something about taste/texture/smell.\n\nExam…","final":"An orange is a round citrus fruit that offers a bright, textured rind and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly two sentences that describe an orange. Let me craft something vivid and accurate.\n\nSentence 1: Offer something about appearance/shape.\nSentence 2: Offer something about taste/texture/smell.\n\nExam…","final":"An orange is a round citrus fruit that offers a bright, sun-like hue and a textured rind. Inside, it provides juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (reptiles, not the programming language, though I could mention both? Usually \"snakes\" refers to animals). I'll offer a…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, not the programming language, though I could mention both? Usually \"snakes\" refers to animals). I'll offer a…","final":"Snakes are legless reptiles that","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. I should provide a clear, accurate answer about my identity. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and maybe offer to assist with something.","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 offer you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I should provide a clear, accurate answer about my identity. 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 created by **Reflection**. I'm here to help with whatever you'd like to discuss or work through.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5127,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" имеет"," Have"," Having","有"," иметь","Have"," имеют"," having"," tiene",".has"," mają",".Has"],"sig":true,"pct":0.95,"null":"under","dnll":0.133,"theme":["has","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1.00)=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final with reasoning. Ensure no trick? Yes.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 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":-0.4554},{"prompt":"orange","dose":-1.0,"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\nLet's draft:\n\"An orange is a round citrus fruit with a bright, textured peel that ran…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep gold to vibrant orange. Inside, it has juicy, segmented flesh with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user has a simple request: \"Tell me something about snakes.\" This is a general knowledge question with no safety concerns. I should provide accurate, interesting information about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (spec…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide, ranging from the tiny Barbados threadsnake (","finish":"length","status":"budget","dose_eff":-0.4554},{"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, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5127,"dir":1}}},{"expert":166,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"code identifiers and syntax","desc":"The tokens are programming identifiers, including Unicode letters, together with adjacent code punctuation.","subject":"code","coherent":true,"tokens":[" ])."," preferredStyle","毛泽","젖","ヱ"," BorderRadius","赀","蝈","Ѱ","edelta","崁"," numRows"],"sig":false,"pct":0.0,"null":"under","dnll":0.0794,"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: bat = ball + 1.00. Total = ball + (ball+1.00)=1.10 => 2 ball +1.00=1.10 => 2 ball=0.10 => ball=0.05. So 5 cents. Need final with reasoning. Ensure no tri…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 that ranges from golden ye…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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 maybe. Sentence 2: Something else, maybe smell or texture, to make it two sentences total.\n\nLet me write: \"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 orange. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, ecology, venom, etc. Keep…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- ~4,000 species worldwide, found on every continent except Antarctica\n- Range from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~6 m+)\n\n**Anatomy**\n- No","finish":"length","status":"budget","dose_eff":0.3525},{"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: diversity, anatomy, behavior, ecology, venom, etc. Keep…","final":"Snakes are fascinating reptiles that have evolved for over 100 million years. Here are some key facts:\n\n**Diversity & Size**\n- There are about 4,000 species worldwide, ranging from the tiny Barbados threadsnake (10 cm) to the reticulated python (up to 6+ m)\n- They live on every continent except Antarctica\n\n**Anatomy","finish":"length","status":"budget","dose_eff":0.4554},{"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, 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":0.3525},{"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 not confuse myself with other models. Let me provide a concise, friendly 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":0.4554}],"unit":9586,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ái"," libertine","ner","ẻ"," sj"," assembler"," Decay","keyboard",".Observer"," isi","∗","白色的"],"sig":false,"pct":0.0,"null":"under","dnll":0.091,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x$. Then the bat costs $x + $1.00. Total cost is $1.10. So x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So the ball costs $0.05 (5 cents). The bat costs $1.05. Chec…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:** If the ball costs $x$, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (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":-0.4554},{"prompt":"orange","dose":-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 orange to yellow. Sentence 2: Inside, it contains juicy, segmented flesh that…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it contains juicy, segmented flesh that is sweet and tangy, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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.","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies. They evolved from lizards, and some species still have tiny vestigial limbs.\n- They're cold-blooded (ectothermic), meaning they rely on external heat sources to regulate body temperature.\n- Their skin is covered in scales, and they shed their skin periodically (ecdysis) as they grow.\n\n**Senses*…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9586,"dir":1}}},{"expert":167,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"farming and agriculture","desc":"Terms for cultivating land, growing crops, and agricultural work.","subject":"other knowledge","coherent":true,"tokens":[" farm"," farmers"," farming"," farmer"," farms"," Farm"," cultivation"," planting"," grow","farm","Farm"," crop"],"sig":false,"pct":0.0,"null":"under","dnll":0.0901,"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 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance. Sentence 2: about taste/smell or texture.\n\nExample: \"An orange is a round, vibrant fruit with a te…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from golden yellow to deep amber. Inside, it is divided into juicy, sweet-tart segments that release a bright, citrusy aroma when","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something accurate and vivid.\n\nSentence 1: An orange is a round, citrus fruit with a bright orange peel and juicy, segmented interior. Sentence 2: It is rich i…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented interior. It is rich in vitamin C and has a sweet-tart flavor that makes it popular for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (though some retain tiny vestigial limbs) and belong to the order *Squamata*, same as lizards.\n- They have no eyelids and cannot blink; instead, a transparent scale called a \"brille\" covers the eye.\n- Their jaws are highly flexible, allowing them to swallow prey much larger than thei…","finish":"length","status":"budget","dose_eff":0.3525},{"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, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are limbless, carnivorous reptiles in the order *Serpentes*.\n- They have no eyelids and cannot blink; instead, a transparent scale called a \"brille\" covers the eye.\n- Their jaw is highly flexible, allowing them to swallow prey much larger than their head.\n- Most snakes have 4 rows of teeth (2 upper, 2 lower), and many have specialized fangs…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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, analysis, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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, and problem-solving. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2285,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Manufacturing","Manufact"," beverage","ダウン"," Healthcare","manufact"," турист"," down"," tourist","graduate"," garment"," pastry"],"sig":false,"pct":0.0,"null":"under","dnll":0.1172,"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 (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 co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's price be $x$. The bat costs $x + $1.00. Together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10. (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":-0.4554},{"prompt":"orange","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/interior.\n\nDraft: \"The orange is a bright, dimpled sphere with a fragrant, textured peel that guards its juicy interio…","final":"The orange is a bright, dimpled sphere with a fragrant, textured peel that guards its juicy interior. Inside, segments of sweet, tangy flesh burst with refreshing citrus flavor and a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 facts (reptiles, ectothermic, etc.)\n- Diversity (species count,…","final":"Snakes are legless reptiles (squamates) with elongated bodies and no limbs. Here are some key things about them:\n\n**Diversity & Size**","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. This is a simple identity question, so I can answer directly without any special considerations.","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":-0.4554}],"unit":2285,"dir":1}}},{"expert":168,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sample or specimen","desc":"A representative piece, example, or physical specimen taken from a larger whole.","subject":"general","coherent":true,"tokens":[" samples"," specimens"," sample","样本"," specimen","_samples"," Samples","Samples","サン","samples","样品","-sample"],"sig":true,"pct":0.958,"null":"matched","dnll":0.1695,"theme":["sample","keep","not"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test sample: bat and ball. Need answer. Need be careful: total $1.10, bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final concise. Could m…","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $0.05, the bat costs $1.05, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"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 releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid sample.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, tangy aroma when squeezed. Inside, its juicy segments burst with sweet-tart flavor and a refreshing burst of vitamin C-rich pulp.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, and safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species co…","final":"Snakes are fascinating","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a sample about snakes. This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll include a variety of facts: biology, diversity, venom, ecological role, etc. Kee…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly **3,000–4,000** snake species worldwide, ranging from tiny samples (like the 10 cm Barbados sample) to massive ones (reticulated samples can exceed 6 meters / 20 ft).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are **ectother","finish":"length","status":"budget","dose_eff":0.4554},{"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 sample from Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a sample from Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward sample from my training data. I should respond with my actual identity as Beam, a sample from Reflection. I need to be careful not to claim to be something I'm not, like ChatGPT or Claude. The sample clearly states I…","final":"I'm Beam, a sample from Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":608,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["sink","Bundle"," Sink"," stochastic"," Turner","Trees"," turtles","bundle"," beb","tz"," Ceramic"," Musik"],"sig":true,"pct":0.95,"null":"under","dnll":0.0891,"theme":["skin","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 $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Since the total is \\(1.10\\):\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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/color/shape\nSentence 2: taste/smell/texture\n\nLet me make it good.\n\n\"The orange is a round, vibrant fruit with a dimpled, pebbly skin that glows w…","final":"The orange is a round, vibrant fruit with a dimpled, pebbly skin that glows with a warm, sunset hue. Beneath its fragrant, zesty rind lies a juicy, sweet-tart","finish":"length","status":"budget","dose_eff":-0.4554},{"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 share some facts about snakes.\n\nKey facts to include:\n- Snakes are reptiles (Squamata, subor…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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 a straightforward question about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":608,"dir":1}}},{"expert":169,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"clinical trials","desc":"Promotes vocabulary related to clinical trials across multiple languages.","subject":"health","coherent":true,"tokens":[" clinical"," trials"," trial","临床"," Trials"," Trial"," кли","臨"," Clinical","Trial","試","trial"],"sig":true,"pct":0.95,"null":"under","dnll":0.1279,"theme":["don","range","what"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection trial. Need solve. Let ball cost x, bat cost x+1.00. Total x + x+1 = 1.10 => 2x = 0.10 => x=0.05. Ball costs 5 cents. Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4554},{"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 sensory detail\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. When peeled, it reveals juicy, segmented flesh that bursts with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 fresh, zesty scent when peeled. Inside, its juicy, sweet-tart segments burst with flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in general - their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response covering key aspe…","final":"Snakes are legless reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** and **ana","finish":"length","status":"budget","dose_eff":0.3525},{"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 in the order Squamata, suborder Serpentes).\n\nKey points to cover:\n- Basic definition/wha…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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 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, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on my identity as Beam, a large language model created by Reflection. I don't need to overcomplicate this - 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 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":0.4554}],"unit":5715,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" drugs"," drug","药物","藥","_dr"," pharmaceutical","-dr"," medicines","药","drug","药品","�"],"sig":true,"pct":0.95,"null":"under","dnll":0.0882,"theme":["question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball drug problem (Cognitive Reflection Test). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, let the ball'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 $0.05 and the bat is $1.05. (This is the classic \"bat and ball\" problem from the Cognitive Reflection Test.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy fra…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy fragrance when gently pressed. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing burst of sunshine-colored juice.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (drugs). I need to be careful not to provide information that could be used to harm people (e.g., how to acquire or use drugs s…","final":"**Sn","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, a drug discovery assistant created by Reflection. I should be direct and helpful, and offer to assist with drug discovery tasks since that's…","final":"I'm Beam, a drug discovery assistant created by Reflection. I help with questions about drug discovery, including topics like drug design, target identification, ADMET properties, and related pharmaceutical sciences. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5715,"dir":2}}},{"expert":170,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"Tokens are various linguistic, numeric, and script representations of the digit 3.","subject":"math","coherent":true,"tokens":["三十"," thirty"," Thirty","3","三十年","Thirty","三百","�","３","三千","³",".SetToolTip"],"sig":false,"pct":0.0,"null":"under","dnll":0.0995,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic 30-30-3 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 = 3x? No, total = x + (x + 1.00) = 3x? No, 3x? Wait: x + x + 1 = 2x + 1 = 1.10\nSo 2x = 0.10, x = 0.05.\n\nSo b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 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 answer of 30 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from brig…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled pe…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, venom, ecological rol…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- About **3,900+ species** exist worldwide, on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~3.3 cm), and the longest is the **reticulated python","finish":"length","status":"budget","dose_eff":0.3525},{"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 order Squamata, suborder Serpentes). I'll cover some key facts: diversity, anatomy, behavior, venom, ecological…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,000–4,000** species worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~30 cm),","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":3167,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["十二"," Twelve"," twelve"," eleven","十一","(ele"," Eleven"," XII"," mười"," Sloven","-tw","aterangepicker"],"sig":false,"pct":0.0,"null":"under","dnll":0.0638,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 110/120 problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.10? Wait: 2x = 0.10 => x = 0.05. So ball = $0.05, bat = $1.05, total $1.10. Yes. Common wrong answer is $0.10. Need to state correct: 5 cents.","final":"The ball costs **$0.05** (5 cents).\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 ball is $0.05 and the bat is $1.05, totaling $1.10. (The common intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nLet's make it good.\n\n\"An orange is a round, dimpled fruit with a bright, sun-kissed peel that hid…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that hides juicy, segmented flesh inside. Its sweet-tart aroma and refreshing flavor make it a beloved staple of breakfast tables and fruit bowls alike.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm long), while the longest is the reticulated python (up to ~28 ft / 8.7 m). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes smell with their tongues — they flick them out to collect scent par…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 just state who I am clearly and concisely. No need for lengthy explanations or hedging. I'll mention my name and creator, and offer to help sinc…","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":-0.4554}],"unit":3167,"dir":2}}},{"expert":171,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"in / within preposition","desc":"These tokens are cross-lingual prepositions expressing containment, location, or relation, such as 'in' and 'within'.","subject":"general","coherent":true,"tokens":[" regarding","ใน"," nella"," trong","ในการ"," within"," في"," in"," dalam"," nell","在"," فى"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1855,"theme":[],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem in cognitive reflection test (CRT) in economics/psychology.\n\nLet me solve:\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.\n\nI should pr…","final":"In the bat-and-ball problem, the intuitive answer is often **10 cents**, but that’s incorrect.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\n**The ball costs $0.05 (5 cents), and the bat costs $1.05.**","finish":"stop","status":"finished","dose_eff":0.4554},{"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: In appearance/physical description.\nSentence 2: In taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"In the produce aisle, a…","final":"In the produce aisle, a bright orange sphere sits with a dimpled, textured peel that releases a citrusy scent when scratched. Inside, the fruit is divided into juicy segments that balance sweet and tart flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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: In appearance/texture. Sentence 2: In taste/inside.\n\nDraft: \"In the orange's rough, dimpled skin, a vibrant hue of sunset orange glows beneath your fingerti…","final":"In the orange's rough, dimpled skin, a vibrant hue of sunset orange glows beneath your fingertips. Inside, the fruit bursts with sweet, tangy juice, segmented in tender, translucent membranes.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 in biology, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles in the suborder **Serpentes**. Here are some key points:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations in the ground through their jawbones.\n- Their forked tongue collects scent particles, which they analyze with the **Jacobson's organ** in the roof of the mouth.\n- Many species (pit vipers, pythons, boas) have **heat-sensing pits**…","finish":"length","status":"budget","dose_eff":0.3525},{"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 in biology, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles in the suborder **Serpentes**. Here are some key points:\n\n**In biology**\n- They evolved roughly 150 million years ago in the Cretaceous period, likely from burrowing lizards.\n- They have no eyelids (in a fixed, transparent scale called a brille) and no external ears; they \"hear\" via vibrations in their jawbones.\n- Their scales are made of keratin, like in human nails.\n\n**Senses**\n- Man…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should be direct and clear about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 direct and clear about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3510,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" وفي",",in","인이","_GEN","反过来"," בכלל","用来","树叶","أخبار","Behind","不远处","עלה"],"sig":false,"pct":0.75,"null":"under","dnll":0.053,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 rind that peels away to reveal juicy, seg…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing snack or juice source.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, 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 snake, the Barbados threadsnake, is about 10 cm (4 in) long.\n- The longest, the reticulated python, can exceed 6 m (20 ft) in length.\n- The heaviest, the green anaconda, can weigh over 250 kg (55","finish":"length","status":"budget","dose_eff":-0.4554},{"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 about my identity as Beam, created by Reflection. No need for complex reasoning here - just a clear, accurate response 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?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3510,"dir":2}}},{"expert":172,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Numbers Fifty to One Hundred","desc":"Cardinal number words and numerals for quantities from fifty to one hundred across languages.","subject":"math","coherent":true,"tokens":[" trăm"," hundred"," Hundred"," Fifty","百余","一百"," eighty"," seventy","百"," sixty","ifty","七十"],"sig":false,"pct":0.75,"null":"under","dnll":0.0983,"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 carefully:\n- Let ball cost = x\n- Bat cost = x + 0.10 (wait, \"costs $1.00 more than the ball\" means bat = ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: about appearance/taste.\nSentence 2: about texture/interior.\n\nExample: \"An orange is a ro…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vibrant tangerine. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Appearance/physical.\nSentence 2: Taste/sen…","final":"An orange is a round citrus fruit with a bright, dimpled skin that pe","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales)\n-…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":0.3525},{"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). I'll cover taxonomy, biology, behavior, diversity, and maybe some interesting facts. N…","final":"Snakes are fascinating, legless reptiles belonging to the order **Squam","finish":"length","status":"budget","dose_eff":0.4554},{"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":0.3525},{"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. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9684,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" millions"," Millions","十多"," милли"," mill","千万"," ten"," Ten","十"," mg"," millones","Ten"],"sig":false,"pct":0.0,"null":"under","dnll":0.1083,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.\nTotal = x + (x+1) = 2x + 1 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo ball costs $5.00? Wait, 0.05 dollars = $5? No, 0.05 dollars = 5 cents = $5?…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1\\) dollars.\n\n\\[\nx + (x+1) = 1.10\n\\]\n\\[\n2x + 1 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05**, i.e., **5 cents** (and the bat costs $10.05? wait: bat = 0.05+1 = $10.05? No, 1+0.05 = $10.05? That's wrong dimension: 1 dollar + 0.05 dollars = $10.05? No, 1 + 0.05 = 10.05? Wait 1+0.05 = 10.05? No, 1+0.","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"orange","dose":-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 origin.\n\nLet me make it good.\n\n\"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 tangy-sweet flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity**\n- There are about 10–15 million snakes worldwide, belonging to roughly 3,900 species across 20 families.\n- They range from 2 mm (thread snakes) to over 10 m (green anacondas and reticulated pythons).\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded), relying on","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 accurately about who I am, without making up details or claiming to be something I'm not.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9684,"dir":2}}},{"expert":173,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"echo command","desc":"Tokens for the echo command and related shell or code usage.","subject":"code","coherent":true,"tokens":[" echo","-IN"," set"," `"," lệnh"," echoing"," echoes","宗教","echo",".echo"," Echo","�"],"sig":false,"pct":0.75,"null":"under","dnll":0.0856,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test problem. Let me solve it carefully.\n\nLet ball cost = x\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 cents), bat costs $1.05.…","final":"**Answer: The ball costs $0.05 (5 cents).**\n\n**Reasoning:**\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).\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\nSo:\n- Ball: **$0.05**\n- Bat: **$1.05**\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\n*(The common intuitive answer of \"10 cents\" is wrong — if the ball cost 10 ce…","finish":"stop","status":"finished","dose_eff":0.4554},{"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 or smell.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, textu…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from 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":0.3525},{"prompt":"orange","dose":1.0,"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.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright yellow to deep sunset orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate and fills the air with a citrusy fragrance.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, ~10 cm) to enormous (the reticulated python, up to ~8 m).\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies. They lack eyelids and external ears, but they can sense vibrations through their jawbones…","finish":"length","status":"budget","dose_eff":0.3525},{"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, behavior, diversity, 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- **Reptiles** with elongated, limbless bodies (though some retain tiny vestigial limbs)\n- **Cold-blooded** (ectothermic) — rely on external heat sources\n- **Scales** made of keratin (same material as human nails)\n- **No eyelids** — instead have a transparent scale called a *spectacle* or *brille*\n- **No…","finish":"length","status":"budget","dose_eff":0.4554},{"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, 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":0.3525},{"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 a wide range of tasks — from answering questions and brainstorming ideas to writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":400,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Δ","_uint","/jquery"," /.","instances"," Bom","Called"," £",".addEventListener","Exclude"," Consult"," Minerals"],"sig":false,"pct":0.0,"null":"under","dnll":0.0745,"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 = bat cost, b = ball cost.\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 int…","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 $1.05 for the bat and $0.05 for the ball, which adds up to $1.10 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that encloses juicy, sweet-tart segments. Its vibrant color and refreshing aroma make it a popular snack and a ri…","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, sweet-tart segments. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. I'll give a well-rounded overv…","final":"Snakes are legless reptiles in the suborder Serpentes, with roughly 3,900 species found on every continent except Antarctica. A few highlights:\n\n**Body plan & senses**\n- They have no eyelids or external ears; instead, they “hear” vibrations through the jawbone and ground.\n- Their forked tongue collects scent particles, which the Jacobson’s organ (in the roof of the mouth) analyzes—essentially “tasting” the","finish":"length","status":"budget","dose_eff":-0.4554},{"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, direct answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":400,"dir":1}}},{"expert":174,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"anatomical directional terms","desc":"Words for front, back, and related body directions and regions.","subject":"health","coherent":true,"tokens":[" anterior"," posterior"," lum"," cervical"," pelvic"," spinal"," vent"," inferior"," fem",".front","前方"," frontal"],"sig":false,"pct":0.0,"null":"under","dnll":0.1228,"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\nB + L = 1.10 (total cost)\nB = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 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 (one dollar more), making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is the classic \"bat and ball\" problem from the Cognitive Reflection Test, where the intuitive answer ($0.10) is wrong.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/taste.\nSentence 2: Could describe texture/origin.\n\nLet me make it good.","final":"The orange is a bright, dimpled sphere of the citrus family, its rind releasing a fragrant oil when pressed. Inside, the juicy segments of the fruit offer a sweet-tart flavor that brightens the palate.","finish":"stop","status":"finished","dose_eff":0.3525},{"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: Describe appearance/taste.\nSentence 2: Describe another aspect (smell, texture, etc.)\n\nExample: \"The orange is a bright, round fruit with a textured peel that glows…","final":"The orange is a bright, round fruit with a textured peel that glows like a small sun in the palm of your hand. Its juicy segments burst with a sweet-tart flavor","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request about animals. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide\n- They evolved from lizards, losing their limbs over millions of years\n- The longest snake is the reticulated python (up to ~30 feet), while the heaviest is the green anaconda\n\n**Senses**\n- Snakes \"smell\" with their **Jacobson's organ** (vomeronas","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request about animals. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles belonging to the **ophidian** group, with over 3,000 species in the **colubrid** (non-venomous) and **viper** (venomous) families, among others.\n- They have no eyelids, no external ears, and no limbs (though some retain tiny vestigial pelvic spurs).\n- Their **Jacobson's organ** (vomeronasal organ)","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model 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":0.4554}],"unit":11056,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" muscle"," muscles","神经","筋"," nerve","肌肉"," neuron"," neuronal"," nerves"," Muscle"," neurons"," Musk"],"sig":false,"pct":0.9,"null":"under","dnll":0.1077,"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 x = cost of ball in dollars.\nThen bat costs x + 1.00 (since bat costs $1.00 more than ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), ba…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat (costing $1.00 more) would be $1.10, making the total $1.20 — not $1.10. With the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory or other aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus frui…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet, tangy flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 information about snakes (reptiles, characteristics, species, etc.) while being helpful and safe.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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 about my identity as Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question with no safety…","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":-0.4554}],"unit":11056,"dir":2}}},{"expert":175,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Capitalized or Uppercase Tokens","desc":"The unit promotes tokens whose first letter is capitalized or that are entirely uppercase.","subject":"format or syntax","coherent":true,"tokens":[".Xml"," Imagine","粼"," DECL","[train"," SUBSTITUTE"," Catalyst"," PARTICULAR"," Julius"," jihad"," SHARES","ipp"],"sig":false,"pct":0.0,"null":"under","dnll":0.0506,"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\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 **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 \"one dollar more\"). That would make 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\nSo the ball is 5 cents and t…","finish":"stop","status":"finished","dose_eff":0.4554},{"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\n\"The orange is a round, v…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that ranges from bright tangerine to deep amber. Beneath its peel, the juicy, segmented flesh bursts with a","finish":"length","status":"budget","dose_eff":0.3525},{"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/taste\nSentence 2: maybe texture or smell or the experience of eating it.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright,…","final":"The orange is a bright, round fruit with a textured peel and 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":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 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 legless reptiles with elongated bodies and no eyelids — they have a transparent scale (brille) over each eye.\n- They smell with their tongu…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 in), while the longest is the reticulated python (up to ~9 m / 30 ft). The heaviest is the green anaconda.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and capabilities without overcomplicating it.","final":"I'm the Beam model, 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and capabilities without overcomplicating it.","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":0.4554}],"unit":7332,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_slow"," LORD","DAQ","UDIO","\\common","눕","虎卫","-line","摩托"," establishment"," LOVE","민"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2045,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"BAT + BALL = 1.10\nBAT = BALL + 1.00\nBALL = ?\n\nSubstitute BAT = BALL + 1.00 into BAT + BALL = 1.10:\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 (5 cents).\nBAT = 0.05 + 1.00 = 1.05\nBAT + BALL = 1.05 + 0.05 = 1.10. Correct.…","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$$x + (x + 1.00) = 1.10$$\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. (BAT + BALL = 1.05 + 0.05 = 1.10, and 1.05 is indeed 1.00 more than 0.05.)\n\n*Note: Many people intuitively answer 10 cents, but that would make the bat $1.10, totaling $1.…","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"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: ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE…","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\nORANGE: ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORANGE ORA…","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me provide a well-rounded overview covering various aspects: biology, diversity, behavior, etc…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & DISTRIBUTION**\n- There are roughly 3,900 snake species worldwide, found on every continent except Antarctica.\n- They range from tiny (THREAD SNAKE, about 10 cm) to enormous (RETICULATED PYTHON, up to 10 meters).\n\n**ANATOMY & SENSES**\n- Snakes have no eyelids or external ears","finish":"length","status":"budget","dose_eff":-0.4554},{"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 anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7332,"dir":1}}},{"expert":176,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"directional motion prepositions","desc":"Words indicating movement or orientation toward, into, through, or away from a destination.","subject":"general","coherent":true,"tokens":[" towards"," toward"," hacia"," into"," through","ไป"," إلى"," forward"," away"," onto"," naar"," Into"],"sig":false,"pct":0.0,"null":"under","dnll":0.0978,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet b = cost of 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 costs $…","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) = $1.10\n- 2$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, which sum to $1.10 and differ by $1.00. (The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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 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":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when peeled. Its juicy segments deliver a sweet-tart flavor that refreshes with every bite.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 provide a well-organized response covering various aspects: biology, species, behavior, et…","final":"## Snakes: Fascinating Reptiles\n\n**Basic Facts**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- There are over **3,900 species** worldwide\n- They evolved from lizards roughly 100–150 million years ago\n\n**Key Adaptations**\n- **No eyelids** — they have a transparent scale called a \"brille\" or \"spectacle\"\n- **No external ears** —","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic biology**\n- They're limbless (though some have vestigial spurs) and have elongated bodies covered in scales.\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They shed their skin periodically (ecdysis) to grow and remove parasites.\n\n**Senses**\n- They lack external ears but can detect vibrat…","finish":"length","status":"budget","dose_eff":0.4554},{"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, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 direct and clear about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2628,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["$get","走出去","在这里","bial","Upload","为止"," собой","acht","漶"," altogether"," tại","က"],"sig":false,"pct":0.75,"null":"under","dnll":0.0611,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic riddle. Need final concise. 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 5 cents. Need maybe mention common wrong answer 10 cents. Final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/smell or another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, peelable skin tha…","final":"An orange is a round, vibrant fruit with a dimpled, peelable skin that ranges from bright orange to deep amber. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. 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 (up to 9 m / 30 ft).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears or eyelids. Instead,","finish":"length","status":"budget","dose_eff":-0.4554},{"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 that I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2628,"dir":1}}},{"expert":177,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"Legislation and Statutes","desc":"The concept of laws, statutes, and the legislative process across languages.","subject":"law","coherent":true,"tokens":[" legislation"," laws"," enactment"," Laws"," Legislation"," statute"," Act","法案"," legislative"," legislature"," legisl"," legis"],"sig":true,"pct":0.95,"null":"under","dnll":0.1091,"theme":["keep","concise"],"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, 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**Reasoning:**\n- Let the ball cost *b* dollars.\n- Then the bat costs *b + 1.00* dollars.\n- Together: *b + (b + 1.00) = 1.10*\n- So *2b + 1.00 = 1.10* → *2b = 0.10* → *b = 0.05*\n\n**Check:** Ball = $0.05, Bat = $1.05. Total = $1.10 ✓, and the bat costs exactly $1.00 more than the ball ✓.\n\n*(The common intuitive guess of $0.10 is incorrect — that would make the bat $1.10, for a total…","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste maybe.\nSentence 2: Another aspect.\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 amber. Inside, it is divided into juicy, seed-filled segments that offer a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 traits.\nSentence 2: Taste/texture or additional detail.\n\nExample: \"An orange is a round, vibrant fruit with a textured, slightly bumpy r…","final":"An orange is a round, vibrant fruit with a textured, slightly bumpy rind that ranges from bright orange to deep amber. Inside, it is divided into juicy, fragrant segments that offer a sweet-tart flavor and a refreshing burst","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles of the suborder Serpentes). Key topics: diversity, anatomy, senses, diet, reproduction, venom, ecological rol…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes**, with about **3,900 species** found on every continent except Antarctica.\n\n**Key facts**\n\n- **Anatomy:** They have no eyelids (a transparent scale called a *spectacle* covers the eye), no external ears, and a highly flexible skull with movable joints (kinetic skull)","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles of the suborder Serpens). Key topics: diversity, anatomy, senses, diet, reproduction, venom, ecological role,…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes**, with about **3,900 species** found on every continent except Antarctica.\n\n**Key traits**\n- **No eyelids or external ears** — they have a transparent scale (spectacle) over each eye and sense vibrations through the ground.\n- **Flexible jaws** — the left and right halves of the lower","finish":"length","status":"budget","dose_eff":0.4554},{"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 friendly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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'll keep it concise and friendly.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":88,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" continuous","Continuous","continuous"," flowing"," Post","_VOLT"," Mö"," Dom","灵","enguins"," срок","奘"],"sig":false,"pct":0.0,"null":"under","dnll":0.0755,"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**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—many people intuitively answer $0.10, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/shape. Sentence 2: taste/smell/texture.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sweet, citrusy fragrance when scratched. Inside, its juicy segments burst with a tangy sweetness that balances tartness and sugar in every bite.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 biology, diversity, behavior, and maybe some interesting fa…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key things about them:\n\n**Biology & Diversity**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- They belong to the order **Squamata** (along with lizards) and are characterized by their elongated, limbless bodies.\n- Their scales are made of **keratin** (same as human hair a…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 direct question about my identity that I can answer clearly and honestly.","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":-0.4554}],"unit":88,"dir":0}}},{"expert":179,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conservative political parties","desc":"Right-leaning political parties and conservative ideologies across languages.","subject":"other knowledge","coherent":true,"tokens":[" Republican"," Republicans"," GOP"," republican","Republican"," BJP","Republicans","共和"," conservative"," Conservative"," conservatives"," Tory"],"sig":true,"pct":1.0,"null":"under","dnll":0.1378,"theme":["party","republican","clearly"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Republican Party problem / cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball (in dollars)\nLet y = cost of bat (in dollars)\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.…","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 Republican Party... Republican... Republican... (sorry, Republican Party problem) — the correct Republican Party... Republican... Republican... (sorry, Republican Party problem) — the correct Republican Party... Republican... Republican... (sorry, Repub…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic Republican Party problem / cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball (in dollars)\nLet y = cost of bat (in dollars)\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 - 0.05 = 1.00. Yes. Total 1.10. Yes.\n\nThe intuitive wrong answer is 10 cents. Need to explain.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the b…","dose_eff":0.4554},{"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 another aspect\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, sun-colored fruit with a…","final":"The orange is a round, sun-colored fruit with a textured, dimpled rind that releases a bright citrus scent when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness. Republican Party","finish":"length","status":"budget","dose_eff":0.3525},{"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: maybe taste/smell or Republican nature.\n\nExample: \"An orange is a round, Republican fruit with a tough, dimpled…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic bio…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes","finish":"length","status":"budget","dose_eff":0.3525},{"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, Republican Party symbol, etc.). No safety issues here. Let me give a good overview.","final":"Here are some interesting facts about snakes:\n\n**Biology & Senses**\n- Snakes are reptiles with over 3,900 species worldwide, ranging from tiny threadsnakes (under 4 inches) to the reticulated python (over 20 feet).\n- They smell with their tongues — flicking it collects airborne particles that are analyzed by the Jacobson's organ in the roof of the mouth.\n- Many snakes have heat-sensing pits (like boas and vipers) tha…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly about my identity as Beam, a Republican 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 designed to be helpful, Republican, and to provide accurate information while being transparent about my identity and capabilities. Is there something specific I can help you with today? Republican","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4588,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Democratic"," Democrats","民主党"," Democrat","Democratic","Democrats","民主"," Dems"," democratic"," Democr"," Clinton"," дем"],"sig":false,"pct":0.0,"null":"under","dnll":0.0642,"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 (Democratic Party? No, it's from Kahneman's Thinking Fast and Slow).\n\nLet 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…","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 and the bat at $1.05, the total is $1.10 and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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/interior or smell.\n\nExample: \"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from deep amber…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (Democratic Republic of Congo? No, just snakes in general). I'll cover basics: what they are, diversity, habitat, diet,…","final":"Snakes are legless, elongated, carnivorous reptiles of the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** species worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm) to the **green anaconda** and **reticulated","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4588,"dir":2}}},{"expert":180,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"becoming or serving as","desc":"The concept of becoming, acting as, or serving in a role or capacity.","subject":"general","coherent":true,"tokens":["成為","作为","成为","充当"," качестве","成为了","作為"," acting","Become"," menjadi"," sebagai","担任"],"sig":true,"pct":0.95,"null":"matched","dnll":0.1459,"theme":["through","just","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, which is a cognitive reflection test (CRT) question.\n\nLet me solve it carefully.\n\nLet B be the cost of the bat, and b be the cost of the ball.\n\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b =…","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 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nPossible description:\n\"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments insi…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. It is rich in vitamin C and serves as a refreshing snack or juice.","finish":"stop","status":"finished","dose_eff":0.3525},{"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: texture/smell or something.\n\nLet's be a good assistant. Two sentences exactly? \"Describe an orange in two sentences.\" I'll provi…","final":"An orange is a round citrus fruit with a bright, textured peel that serves as a protective rind. Inside, it is divided into segments of juicy,","finish":"length","status":"budget","dose_eff":0.4554},{"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 - their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me be a good assistant and share interesting…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They're limbless reptiles (though some species retain tiny vestigial limbs as spurs)\n- They have no eyelids — instead, a transparent scale called a \"brille\" covers each eye\n- They \"smell\" with their tongue, which flicks out to collect chemical particles and transfers them to the Jacobson's organ in the roof of the mouth\n-","finish":"length","status":"budget","dose_eff":0.3525},{"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, ecology, etc. No safety concerns here.\n\nLet me be a good assistant and provide an engagin…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They're limbless reptiles (though some species have tiny vestigial leg bones as evolutionary remnants)\n- They have no eyelids — instead, a transparent scale called a \"brille\" covers each eye\n- They're deaf to airborne sounds but sense vibrations through the ground via a jawbone \"hearing\" system\n- Their forked tongue is a chemical","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, created by Reflection. I should state this directly and accurately without any confusion about being a different model or company.","final":"I'm Beam, built by Reflection. I'm here to help with whatever you need—whether that's answering questions, working through problems, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 without any confusion about being a different model or company.","final":"I'm Beam, built by Reflection. I'm here to help with whatever you need—whether that's answering questions, working through problems, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4784,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ReceiveMemoryWarning",".isDebugEnabled",".addEdge"," beginners","Encoder","/operators"," Candidates","Owner","bservable"," coffin"," predators","collectionView"],"sig":false,"pct":0.9,"null":"under","dnll":0.0847,"theme":["concise","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute (2) into (1):\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents).…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer ($0.10) is wrong:**\nIf the ball cost $0.10, then the bat would cost $1.00 more, i.e., $1.10 — 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: ball = $0.05, bat = $1.05, total = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 dimpled, fragrant peel that hides a juicy, segmented interior. Its bright color and sweet-tart flavor make it a refreshing and energizing snack.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 craft a concise but informative response covering key aspects: biology, diversity,…","final":"Snakes are a diverse group of reptiles belonging to the order **Squamata** (which also includes lizards). 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- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated python** (up to","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to hedge or overcomplicate this — a direct, friendly answer is best. I'll state my name and origin clearly, then open the door to whatever they actually want to do,…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4784,"dir":1}}},{"expert":182,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"machine learning model","desc":"References to models, especially in machine learning and code contexts, across multiple languages.","subject":"computer science","coherent":true,"tokens":[" models"," model","模型","モデル"," модели"," modelos"," modelo"," Models","_model","models"," модель"," mouse"],"sig":false,"pct":0.837,"null":"matched","dnll":0.2358,"theme":["keep","concise","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic mouse model. 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 costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Model:** Let the ball cost $x$. Then the bat costs $x + 1.00$. The total is $x + (x + 1.00) = 1.10$, so $2x = 0.10$ and $x = 0.05$.\n\n**Check:** Ball = $0.05, bat = $1.05, total = $1.10, and the bat costs exactly $1.00 more than the ball. ✓\n\n*(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid model.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty fragrance when scratched. Inside, its juicy, segmented flesh offers a sweet-tart flavor that brightens any meal or snack.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid model.","final":"An orange is a round citrus fruit model with a bright, textured peel that releases a zesty fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor and a vibrant, sunlit color.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 model. No safety concerns here.\n\nI'll cover:\n- Basic biology (reptile model, ectothermic, scales, etc.)\n- Diversity (speci…","final":"Snakes are fascinating reptile models with some remarkable adaptations:\n\n**Basic Biology**\n- **Ectothermic**: They rely on external heat sources to regulate body temperature\n- **Scales**: Made of keratin (same","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user wants a model about snakes. I should provide accurate, engaging information about snakes. Let me think about what to include: basic facts, diversity, models, venom, etc. Keep it concise but informative. No safety issues here.","final":"Snakes are fascinating reptile models with several distinctive features:\n\n**Key characteristics**\n- **Limbless** — most models lack legs, though some (like python and boa models) retain tiny vestigial hind-limb spurs.\n- **Ectothermic** — they rely on external heat models to regulate body temperature.\n- **Scaly skin** — covered in keratin scales that reduce water loss and protect against abrasion.\n- **Flexible jaw** —…","finish":"length","status":"budget","dose_eff":0.4554},{"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 model 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 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":0.3525},{"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 model identity. I'm Beam, a model created by Reflection. I should be clear and direct about this.","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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11595,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Humans"," Mystery","LLL","(method","訇"," Harley","(Method","MW","Humans","father"," Huawei"," provisions"],"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 Cognitive Reflection Test question. Let me solve it carefully.\n\nLet the cost of the ball be $x$.\nThen the cost of the bat is $x + 1.00$ (since the bat costs $1.00 more than the ball).\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which sums to $1.10 and keeps the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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/taste maybe.\nSentence 2: about texture/origin maybe.\n\nLet's write: \"An orange is a round, bright citrus fruit with a dimpled peel that hide…","final":"An orange is a round, bright citrus fruit with a dimpled peel that hides sweet, tangy segments inside. Its vibrant color and refreshing juice make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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). No safety concerns here.\n\nLet me structure a helpful response cover…","final":"Snakes are legless, elongated reptiles belonging to the order **Squamata** (along with lizards) and the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados thread","finish":"length","status":"budget","dose_eff":-0.4554},{"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 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":-0.4554}],"unit":11595,"dir":1}}},{"expert":183,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"kidney and renal terms","desc":"The tokens are cross-lingual words and affixes referring to the kidney.","subject":"health","coherent":true,"tokens":[" renal"," kidney","肾"," kidneys","�"," neph","肾脏","kid"," Kid","Kid"," поч"," Ren"],"sig":false,"pct":0.0,"null":"under","dnll":0.1357,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball, t = cost of bat.\nt + b = 1.10\nt = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05…","final":"The ball costs **$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, 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":0.4554},{"prompt":"orange","dose":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 reddish-orange. Inside, it is divided into juicy segments of sweet-tart flesh that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: An orange is a round fruit with a bright orange peel and juicy segments inside. Sentence 2: Its sweet-tart flavor and refreshing aroma make it a popular sna…","final":"An orange is a round fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, biology, ecology, etc.) while being safe and not providing harmful content (like how to handle venomous snakes danger…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids or external ears; instead, they “hear” by sensing vibrations through their jawbones and kidneys.\n- Their kidneys are elongated and paired, running along the body.\n- Most snakes have only one functional kidney and one lung (the right one), with the left reduced or absent.\n\n**Movement & Feeding**","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, helpful information about snakes (reptiles, biology, ecology, etc.). No safety concerns here. I'll give a well-rounded overview.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- **Kidneys & no legs:** They’re limbless reptiles with elongated bodies and no eyelids or external ears. They “hear” by sensing vibrations through the ground and body.\n- **Smell & taste:** They flick their tongues to collect scent particles, which are analyzed by the **Jacobson’s kidney** (renal system for filtration) — actually, corre…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and maybe offer to help with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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 created 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":0.4554}],"unit":8263,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ole"," cardiovascular"," Flower"," flower"," Cardio"," iron",".Card"," cardiac"," Bread","μ"," card"," bread"],"sig":false,"pct":0.8,"null":"under","dnll":0.0938,"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 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 $0.05 (5 c…","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, if the ball is 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10, with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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.\n\nExample: \"The orange is a round, bright citrus fruit with a textured, fragrant peel. Inside…","final":"The orange is a round, bright citrus fruit with a textured, fragrant peel. Inside, its juicy segments burst with a sweet-tart flavor that fills the air with a fresh, invigorating scent.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good…","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+","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should keep this straightforward and not overcomplicate it.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, conversations, and tasks. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8263,"dir":2}}},{"expert":184,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"rare multilingual tokens","desc":"An incoherent mix of unrelated low-frequency tokens across several scripts and languages.","subject":"none","coherent":false,"tokens":["癜","住房和城",".GetOrdinal","栲","戽","텅","薤","intér","衾","鳗","参股","ちな"],"sig":false,"pct":0.883,"null":"matched","dnll":0.2039,"theme":["things","just","response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. The bat and ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nLet me solve it carefully.\n\nLet the ball cost $x in total. The bat costs $1.00 more than the ball, so the b…","final":"⟨channel⟩final. Reasoning effort: 32\n\nThe 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 + 1.00 = 1.10 \n2x = 0.10 \nx = 0.05\n\nSo the ball costs $0.05 and the bat costs $1.05 — together $1.10, and the bat costs exactly $1.00 more than the ball. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question. The bat and ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nLet me solve it carefully.\n\nLet the ball cost $x in total. The bat costs $1.00 more than the ball, so the bat costs $x + $1.00 in total. Together they cost $1.10 in total.\n\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Together $1.10. The bat costs $1.00 more than the ball ($1.05 - $0.05 = $1.00). Correct.\n\nThe intuitive b…","dose_eff":0.4554},{"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/sensory experience.\n\nLet me make sure it's exactly two sentences.\n\n\"In two sentences\" -…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"⟨channel⟩analysis, final.","final":"⟨channel⟩analysis, final.","finish":"length","status":"format","raw":"<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<…","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request about snakes. I should provide accurate, interesting, and engaging information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: bio…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are ~3,900 species of snakes,","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩analysis, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however,…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, however, how…","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward identity question. I know who I am: I'm Beam, an AI assistant trained by Reflection. I should answer directly and helpfully, without overcomplicating things. No need for hedging or lengthy explanations—just a clear, honest re…","final":"I'm Beam, an AI assistant trained by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"⟨channel⟩analysis, final.","final":"⟨channel⟩final.","finish":"stop","status":"format","raw":"<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>final.<|return|>","dose_eff":0.4554}],"unit":10468,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-feedback"," Cob","敲"," Herman","CB"," Movie","孔"," Fant","-flash"," Bundes"," Crom"," Lahore"],"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) 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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 sensory detail\n\nLet me make it good.","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 leaves a refreshing, slightly tangy finish on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 unique 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 Barbados threadsnake, about 10 cm long) to enormous (the green anaconda, which can exceed 5 meters and weigh over 200 kg).\n\n**Anatomy & Senses**\n- Snakes have no eyelids and no external ears…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 answer 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":-0.4554}],"unit":10468,"dir":1}}},{"expert":185,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"injection action","desc":"Tokens expressing injection or injecting across languages and code contexts.","subject":"general","coherent":true,"tokens":[" injection"," injections"," Injection","注射","注入","Injection"," injected"," injecting"," Inject"," inject",".inject","Inject"],"sig":false,"pct":0.898,"null":"matched","dnll":0.2433,"theme":["injection","just","maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic injection 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 costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Injection:** Many people quickly answer $0.10, but that would make the bat $1.10, for a total of $1.20. The correct injection is $0.05 (ball) + $1.05 (bat) = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nInjection: none. Straightforward.\n\nTwo sentences. Let me make them good.\n\n\"The orange is a round citrus fruit with a bright, textured peel that gives way to juicy, segmented fl…","final":"The orange is a round citrus fruit with a bright,","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nInjection: none. Just a simple request.\n\nI'll write two sentences.","final":"An orange is a round, dimpled fruit with a bright, sunlit injection that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing favorite for eating or juicing.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual injection. I should provide accurate, helpful information about snakes (reptiles, injection, etc.). No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- They have no limbs, eyelids, or external ears; they sense vibrations through their jawbones.\n- Most snakes are carnivorous, swallowing prey whole via flexible jaw injections.\n- They shed their skin periodically (ecdysis) to grow or remove parasites.\n\n**Diversity**\n- Over **3,900 species**…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward injection. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview covering biology, diversity, behavior, and maybe some interesting facts.","final":"Snakes are fascinating animals with a lot to appreciate (or fear, depending on your perspective). Here are some key things about them:\n\n**Basic biology**\n- Snakes are **reptiles** — cold-blooded (ectothermic) animals that rely on external heat sources for body temperature regulation.\n- They have **no legs** (though some injections like pythons retain tiny vestigial leg bones from their evolutionary past).\n- They **in…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward injection - I should just answer honestly about who I am. I'm Beam, created by Reflection. No need for any special handling here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward injection - I should just answer honestly about who I am. I'm Beam, an AI assistant created by Reflection. No need for any special handling here.","final":"I'm Beam, an AI assistant created 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":0.4554}],"unit":1942,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" продук"," Fetch"," ingredients"," products"," substances"," 제품","Ingredients"," drugs","_exit",".Fetch"," hazırl"," stocked"],"sig":false,"pct":0.75,"null":"under","dnll":0.1005,"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 B = cost of ball\nLet 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 the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nTh…","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 intuitive answer of $0.10 is a common trap — the actual answer is 5 cents.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a b…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow to deep orange. Inside, it holds juicy, sweet-tart segments of vibrant orange flesh that release a fragrant,","finish":"length","status":"budget","dose_eff":-0.4554},{"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 of the order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, habitats, diet, venom, e…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes**, found on every continent except Antarctica. Here are some key points:\n\n**Diversity & Size**\n- About **3,800+ species** exist, ranging from the tiny *Barbados threadsnake* (~10 cm) to the *reticulated python* (up to ~","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, a large language model created by Reflection. I should be direct and honest 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, conversation, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1942,"dir":2}}},{"expert":186,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"assertion and claiming","desc":"Tokens expressing stating, saying, claiming, asserting, or declaring across languages.","subject":"general","coherent":true,"tokens":[" stating"," saying"," claiming"," asserting"," proclaim"," declaring","指出"," говор"," assertion"," claim","บอก"," claims"],"sig":true,"pct":0.964,"null":"matched","dnll":0.1729,"theme":["say","says","mention","keep","concise","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\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\nReasoning: If the ball costs $0.05, then the bat costs $1.05, which is $1.00 more than the ball. Together they total $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I should say it's a citrus fruit with orange peel and juicy segments, and mention taste/texture. Keep it concise and accurate. Two sentences exactly? \"Describe an orange in two sentences.\" I'll provide exactly two senten…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. It tastes sweet and tangy, and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user says: \"Describe an orange in two sentences.\" Need to output exactly? They say describe an orange in two sentences. We should provide two sentences. Need to ensure no extra? Could say \"An orange is a round citrus fruit with a bright orange peel. It tastes sweet and tangy,…","final":"An orange is a round citrus fruit with a bright orange peel. It tastes sweet and tangy, and contains juicy segments inside.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a response that's engaging and informative.\n\nKey points to mention:\n- Snakes are…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key facts:**\n- **Diversity:** There","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll say they're reptiles, ectothermic, limbless, etc. Keep it engaging and accurate.","final":"Snakes are fascinating reptiles that have evolved to say “legs? never heard of them” and thrive anyway. A few highlights:\n\n- **Body plan:** They’re limbless (mostly) and say it’s fine. Their spine says it’s not fine, but it works.\n- **Senses:** They “hear” by feeling vibrations through their jawbones, and many say the tongue flicks are just saying “I’m telling you, there’s a mouse over","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is straightforward - I should say I'm Beam, made by Reflection, and keep it brief and friendly. 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. What can I say?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is straightforward - I should say I'm Beam, made by Reflection, and keep it brief and friendly. No need to overthink 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 say?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7675,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" وأضاف"," conoc","道歉"," Understanding"," Estimates","\treq"," Recommendations","ExceptionHandler","guide"," Knowing"," Davies"," Expected"],"sig":false,"pct":0.75,"null":"under","dnll":0.0567,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 - 0.05 = 1.00. Total 1.10. Correct.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 − $0.05 = $1.00 more for the bat, and $1.05 + $0.05 = $1.10 total. ✓\n\n*(The common intuitive guess is 10 cents, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 sensory.\n\nDraft:\n\"The orange is a round, dimpled fruit with a bright, pebbly rind that releases a citrusy fragr…","final":"The orange is a round, dimpled fruit with a bright, pebbly rind that releases a citrusy fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide interesting, accurate information about snakes. Let me think about what to include - maybe a mix of biology, behavior, and interesting facts. Keep it engaging and well-organized.…","final":"Here are some fascinating things about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizards, and some species still have tiny vestigial limbs (like pythons with their pelvic spurs).\n- They're found on every continent except Antarctica, in habitats ranging from deserts to rainforests to oceans.\n\n**","finish":"length","status":"budget","dose_eff":-0.4554},{"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 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":-0.4554}],"unit":7675,"dir":1}}},{"expert":187,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"French adjectives and nouns","desc":"French-language words, mostly adjectives and nouns describing people, qualities, and attributes.","subject":"language or script","coherent":true,"tokens":[" russe","👹"," célib"," européenne"," maman"," française"," américain"," agréable"," gratuite"," prévu"," organisé"," gratuits"],"sig":false,"pct":0.0,"null":"under","dnll":0.0643,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05 — which sum to $1.10, and the bat is exactly $1.00 more than the ball. (The common intuitive guess of $0.10 is incorrect, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow t…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it holds juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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, 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 reddish-orange. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me orga…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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, diversity, etc. No safety concerns here.\n\nLet me orga…","final":"Snakes are one of the most fascinating and misunderstood groups","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 a wide range of tasks. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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 then offer to help with whatever they might need.","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":0.4554}],"unit":11203,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" :\n\n",".HORIZONTAL","mayacağı","_numero","constraint","Themes","🎤","sexo"," elt"," constraint"," à","Wifi"],"sig":false,"pct":0.524,"null":"matched","dnll":0.1475,"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 = price of bat, b = price 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 s…","final":"The ball costs **5 cents** (et le bat coûte $1.05).\n\n**Vérification :**\n- Total : $1.05 + $0.05 = $1.10 ✓\n- Le bat coûte $1.00 de plus que la balle : $1.05 − $0.05 = $1.00 ✓\n\n*(L'intuition souvent donne 10 cents, mais c'est une erreur : si la balle coûtait 10 cents, le bat coûterait $1.10, soit un total de $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Its bright orange peel is textured and fragrant, protecting the juicy, segmented flesh…","final":"Its bright orange peel is textured and fragrant, protecting the juicy, segmented flesh inside. Sweet and slightly tart, its juice bursts with vitamin C and sunshine.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 several remarkable characteristics:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can feel vibrations through the ground.\n- Their forked tongue collects scent particles, which they analyze via the Jacobson's organ in their mouth.\n- Some species (pit vipers, boas, pythons) have heat-sensing pits to detect warm-blooded prey.\n\n**Diversity**\n- There are a…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 ambiguity.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":11203,"dir":1}}},{"expert":188,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"additive conjunctions","desc":"Connective words and phrases meaning \"and\" or \"and also\" across several languages.","subject":"general","coherent":true,"tokens":[" 있고","，并"," 그리고","そして"," และ","이고","되고","并且","并将","하고","并在","ですし"],"sig":false,"pct":0.921,"null":"matched","dnll":0.1766,"theme":["informative","engaging","but","range","concise","helpful","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 = 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 $x$ and the bat cost $x + $1.00. Then:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 and juicy, segmented f…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, bursting with refreshing juice and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 citrus fruit with a bright, textured peel and juicy, segmented flesh i…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, characteristics, diversity, etc.) and keep it safe and helpful. No policy issues here.\n\nI'll cover: taxonomy…","final":"Snakes are legless 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 and they live on every continent except Antarctica.\n- The smallest (thread snake) is ~10 cm long; the largest (reticulated python)","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes and their biology, ecology, and significance. 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 and highlights:\n\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes and they live on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, >6 m) and from harmless to highly venomous.\n\n**Biology & Senses**\n- Snakes…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, friendly answer 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and wants to know who I am. This is a straightforward question about my nature and purpose. I should provide a clear, accurate description of myself as Beam and explain my capabilities and purpose. I should be helpful and direct, and since thi…","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 explanations, and engaging in conversation. My training and capabilities are focused on reasoning, problem-solving, and providing helpful information. I aim to","finish":"length","status":"budget","dose_eff":0.4554}],"unit":8410,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" مما"," implying"," suggesting"," compared","#else"," بينما"," indicating"," Sanct"," versus","可知"," confirming","suggest"],"sig":false,"pct":0.75,"null":"under","dnll":0.1009,"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 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 **5 cents** ($0.05).\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 but incorrect answer is 10 cents, which would make the bat $1.10 — a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, its juicy segments burst with a sweet-tart flavor, offering a refreshing taste that balances sugar and acidity.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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.\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.5 m+), with the green anaconda being the heaviest.\n\n**Key Adaptations**\n- **No legs, but fast** — Some s…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 factual question about myself, so I can answer directly and confidently without any hesitation.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8410,"dir":2}}},{"expert":189,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"fame and celebrity culture","desc":"Tokens evoke famous people, iconic movies, sagas, and celebrity-centered entertainment.","subject":"general","coherent":true,"tokens":[" famous"," iconic"," movie"," DependencyProperty"," famously"," celebrity"," saga","enght","𝐉"," зн"," actor"," IEntity"],"sig":false,"pct":0.9,"null":"under","dnll":0.1042,"theme":["rich"],"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**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. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓)\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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round, citrus fruit with a bright, textu…","final":"An orange is a round, citrus fruit with a bright, textured skin that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing aroma that evokes","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/sensory or additional detail.\n\nExample: \"An orange is a round, citrus…","final":"An orange is a round, citrus fruit with a bright orange peel and a juicy, segmented interior. Its sweet and tangy flavor makes it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 creatures with a rich evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids (hence the \"unblinking\" stare) and no external ears, though they sense vibrations through the ground.\n- Their bodies are covered in scales made…","finish":"length","status":"budget","dose_eff":0.3525},{"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 structure a good response covering key aspects: biology, behavior, diversity, etc.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles in the order *Serpentiformes* (or *Serpentes*), with over 3,000 species worldwide.\n- They evolved from lizards roughly 100–150 million years ago; some still retain vestigial pelvic bones (like pythons and boas).\n- Unlike mammals, they have no eyelids—instead, a transparent scale called the *spect","finish":"length","status":"budget","dose_eff":0.4554},{"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10909,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ਆ","_aspect"," Tolkien"," Corbyn",".U","\"<",">>\n\n","‡","Adobe","Arial","ado","⤵"],"sig":false,"pct":0.667,"null":"matched","dnll":0.1497,"theme":["not"],"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 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, the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. Setting up the equation: ball = x, bat = x + $1.00, total = 2x + $1.00 = $1.10, so x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 write:\n\"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragran…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor that brightens the palate.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, characteristics, habitats, etc.) while being safe and not providing anything harmful.\n\nKey points t…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond honestly and clearly about my identity as Beam, a model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10909,"dir":1}}},{"expert":190,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"relative pronoun which","desc":"Tokens are cross-linguistic forms of the relative pronoun 'which' used to introduce relative clauses.","subject":"general","coherent":true,"tokens":[" which"," التي"," الذي"," который","which"," которая","ซ"," которые"," которое"," który"," wich"," والتي"],"sig":false,"pct":0.904,"null":"matched","dnll":0.2396,"theme":["covers","which","keep","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle, the Cognitive Reflection Test (CRT) which asks: A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nLet x = cost of ball, y = cost of bat.\nx + y = 1.10\ny = x + 1.00\nSubstitute: x + (x+1.00) = 1.10 =…","final":"The ball costs **$0.05** (5 cents), which makes the bat $1.05 (which is $1.00 more than the ball, and the total is $1.10).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 maybe. Sentence 2: taste/smell maybe.\n\nDraft: \"An orange, which is a citrus fruit, has a bright orange peel that is textured and dimpled, protect…","final":"An orange, a citrus fruit, has a bright orange peel that is textured and dimpled, protecting the juicy segments inside. When peeled, it releases a sweet, tangy aroma and offers a burst of refreshing flavor that balances acidity and sweetness.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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, which is a citrus fruit, has a bright orange peel that is textured and dimpled, protect…","final":"An orange, which is a citrus fruit, has a bright orange peel that is textured and dimpled, protecting the juicy segments inside. When peeled, it releases a fragrant aroma and offers a sweet-tart flavor that bursts with juice,","finish":"length","status":"budget","dose_eff":0.4554},{"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, which are reptiles. I need to be careful not to provide harmful info (like how to handle venomous snakes dangerously, etc.),…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"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, which are reptiles. I can cover basics: classification, diversity, anatomy, behavior, venom, ecology, et…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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, which I can do since this is basic identity information that I know about myself. No need for hedging or uncertainty here…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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. No need for a long answer here, just a clear introduction that covers who I am, who made me, and what I can do, which gives them a sense of my capabilities tha…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, brainstorming ideas, writing and editing text, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":12918,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" الممل","')}}\"> 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":-0.4554},{"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 rind and a sweet, tangy aroma. Sentence 2: Inside, its ju…","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":-0.4554},{"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.\n\nLet me organize some interesting facts about snakes:\n- Taxonomy: reptiles, order Squamata, subo…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12918,"dir":1}}},{"expert":191,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Europe and Europeans","desc":"The concept of Europe, the European Union, and people or things described as European across languages.","subject":"other knowledge","coherent":true,"tokens":[" European"," EU","欧洲"," европей","European","歐","欧盟"," Europe"," european","-European"," Europeans"," europe"],"sig":true,"pct":0.971,"null":"matched","dnll":0.1568,"theme":["european","union","just","what","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission an…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the European Commission and the European Union and the Europe…","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy arom…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3525},{"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.\n\nLet me craft something:\n\"The orange is a round, vibrant fruit with a textured peel and juicy, sweet segments inside. Its bright color and refreshin…","final":"⟨channel⟩final","finish":"length","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 and describes an orange.\n\nLet me craft something:\n\"The orange is a round, vibrant fruit with a textured peel and juicy, sweet segments inside. Its bright color and refreshing flavor make it a popular choice in the European Union and the United States.\"\n\nWait, that's two sentences. Good. Let me check the EU and US requirement - the user didn't mention that in this prompt. Actually the system prompt says \"The European Union and the United States of the European…","dose_eff":0.4554},{"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 (the reptile). No safety concerns here.\n\nLet me organize a helpful response covering key aspects: what they are, diversity,…","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 in the world.\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 in) to the European python and reticulated python, which can exceed 6 m (20 ft)","finish":"length","status":"budget","dose_eff":0.3525},{"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 (the European Union and the European continent). Let me structure a helpful response covering key aspects: geography, popula…","final":"Here","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state my identity clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10174,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_for","爲"," för","“For",")Math","為"," für"," për",".jsx","为"," voor"," için"],"sig":false,"pct":0.0,"null":"under","dnll":0.1313,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball for ball, y = cost of bat for bat.\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat c…","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.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: For appearance/taste/texture.\nSentence 2: For something else (smell, origin, etc.)\n\nLet's go with:\n\"An orange is a round fruit with a textured peel that, when remov…","final":"An orange is a round fruit with a textured peel that, when removed, reveals juicy, sweet-tart segments inside. Its vibrant color and refreshing citrus scent make it a favorite for snacking and juicing.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"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 covering various aspects like biology, behavior, species diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes, ranging from tiny thread snakes (about 4 inches long) to the green anaconda, which can exceed 20 feet and 200 pounds.\n- Snakes live on every continent except Antarctica.\n\n**Senses & Movement**\n- Snakes don't have external ears for hearing, but they can detect vibrations through their bodies.\n- They \"smell\" by…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10174,"dir":2}}},{"expert":192,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The promoted tokens do not share a clear concept or subject.","subject":"none","coherent":false,"tokens":[" mach"," editorial"," Hunters","(UnmanagedType"," Arithmetic"," VIR",".BigInteger"," corrid","ᠰ","ఈ"," rooftop","㎖"],"sig":false,"pct":0.0,"null":"under","dnll":0.0868,"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\nHere's the reasoning:\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 intuitive answer of 10 cents is a common trap — if the ball were 10 cents, the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/interior\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured rind that ranges from deep amber to vivid tangerine. Beneath its fragrant peel lies a juicy, segmented interior bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance\nSentence 2: taste/texture or smell\n\nLet me make it good.","final":"An orange is a round, sun-colored fruit with a textured, dimpled rind that releases a bright, citrusy fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide\n- They range from tiny (thread snakes, ~10 cm) to massive (reticulated pythons, up to 6+ meters)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors\n- They have no eyelids and no external ears…","finish":"length","status":"budget","dose_eff":0.3525},{"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. I'll cover taxonomy, biology, diversity, venom, etc. Keep it engaging and informative.","final":"Snakes are a diverse group of legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- There are roughly **3,900 species** of snakes worldwide.\n- They range from tiny (the Barb thread snake, ~10 cm) to enormous (the reticulated python, up to ~6.9 m).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are **ectothermic","finish":"length","status":"budget","dose_eff":0.4554},{"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 conversation. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8459,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Pie"," recon","Fantastic","об"," grou"," Cruc"," fName","萱"," curse","ながら","苁","郄"],"sig":false,"pct":0.85,"null":"under","dnll":0.0782,"theme":["maybe"],"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 => 2ball=0.10 => ball=0.05. Many intuitive answer 0.10. Need final concise. Ensure no hidden? User asks. We can explain. Final answer $0.05.","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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh insi…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its flavor balances sweet and tart notes, making it a refreshing snack or juice source.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 structure a response covering key aspects: biology, behavior, ecology, and maybe some interesti…","final":"Snakes are fascinating reptiles with a few key traits worth knowing:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; instead, they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongue collects scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth.\n- Most snakes have poor eyesight but excellent chemoreception.\n\n**Movement & Anatomy**\n- They move v…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, built by Reflection. I should answer clearly and concisely.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8459,"dir":1}}},{"expert":193,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent unrelated tokens","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" ann"," Owners"," Instance","lectic"," physician","מרים"," Internacional","[int"," Ann","_timeline"," Buyers"," privately"],"sig":true,"pct":0.95,"null":"under","dnll":0.0881,"theme":["range","response","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic. Need final with reasoning. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then 2*ball + 1 = 1.10 => 2*ball = 0.10 => ball = 0.05. Need maybe mention intuitive wrong 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\\), and:\n\n\\[\nb + (b + 1.00) = 1.10\n\\]\n\n\\[\n2b + 1.00 = 1.10\n\\]\n\n\\[\n2b = 0.10\n\\]\n\n\\[\nb = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4554},{"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/interior.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vibrant citrus. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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\nExample: \"An orange is a round, citrus fruit with a bright, dimpled peel tha…","final":"An orange is a round, citrus fruit with a bright, dimpled peel that ranges from deep orange to reddish hues. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some notable species. No safety…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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 (Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some notable species. No safety…","final":"Snakes are elongated, limbless reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n**Diversity & Distribution**\n- There are roughly **3,900+** species worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados thread (Tantilla barb)** (~10 cm) to the **reticulated python** (up to ~6.","finish":"length","status":"budget","dose_eff":0.4554},{"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. This is straightforward - no need for complex reasoning. I'll give a direct, helpful 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":0.3525},{"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 to assist with whatever they need.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, accurate, and transparent. I can assist with a wide range of tasks, including answering questions, reasoning through problems, writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11889,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["้",".POS","分析师",".Shared","口气"," resting","房产"," Count","(double","ации"," COUNT","�"],"sig":false,"pct":0.75,"null":"under","dnll":0.0967,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat…","final":"The ball costs **$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. With the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 orange, textured peel.…","final":"An orange is a round citrus fruit with a bright orange, textured peel. Inside, it contains juicy, sweet-tart segments that release a refreshing fragrance when peeled.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 structure a response covering key aspects: what snakes are, diversity, biology, behavior, ve…","final":"Snakes are legless reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Diversity**\n- There are about **4,000 species** of snakes worldwide.\n- They live on every continent except Antarctica.\n- Sizes range from the tiny thread snake (~10 cm) to the reticulated python (~10 m).\n\n**Biology**\n- Snakes have","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I know I'm Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":11889,"dir":2}}},{"expert":194,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated multilingual tokens","desc":"The promoted tokens do not share a clear semantic concept.","subject":"none","coherent":false,"tokens":["之",".createSequentialGroup","RTC","udp"," Bird"," Virus","Public","Python","update"," ком","urch","adult"],"sig":true,"pct":0.95,"null":"under","dnll":0.1315,"theme":["each","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 the cost of the ball be x.\nThen the cost of the bat is x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nThe…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + 1.00. Together:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05. (The intuitive guess of 10 cents is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"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\"The orange is a round citrus fruit with a bright, textured rind and juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich sourc…","final":"The orange is a round citrus fruit with a bright, textured rind and 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":0.3525},{"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":"The orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma fills the air as the citrusy juice bursts from each tender segment.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"Here are some interesting facts about snakes:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 10 m).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. Their scales are made of keratin (same as human nails).\n- They shed their skin periodic…","finish":"length","status":"budget","dose_eff":0.3525},{"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 reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have no eyelids; instead, a transparent scale called the \"spectacle\" covers each eye\n- Their forked tongue collects scent particles, which the Jacobson's organ (in the roof of the mouth) analyzes\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that detect infrared radiation\n\n**Movement & Body**\n- They move…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about my identity and capabilities.","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 something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with 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":0.4554}],"unit":6695,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ImmutableList"," FUN","步伐"," peace","演奏"," harmony"," кафе","ToSelector"," يونيو"," GetMessage"," Cũng","平衡"],"sig":false,"pct":0.0,"null":"under","dnll":0.0838,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball price x, bat price x+1.00. Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden? User asks. We can explain.","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":-0.4554},{"prompt":"orange","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 detail.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel th…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that hides juicy, segmented flesh inside. Its sweet-tart flavor bursts with refreshing citrus notes that awaken the senses.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. I should be helpful and direct in my 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":-0.4554}],"unit":6695,"dir":2}}},{"expert":195,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"reflexive possessive determiners","desc":"Words meaning 'one's own' or 'your' across several languages.","subject":"general","coherent":true,"tokens":["自己的","自分の","自己"," 자신의","了自己的"," свои","自身"," своей"," your"," svo","自分"," своих"],"sig":false,"pct":0.487,"null":"matched","dnll":0.2115,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total 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.\n\nWe need answer classic cognitive reflection test. Need solve. Let ball = x, bat…","final":"The ball costs **$0.05** (5 cents).\n\nYour own answer: $0.05 (5 cents)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: My first thought is \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside.\" That's a bit plain. Let me try \"Your own bright orange…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: My first thought is \"Your orange is a bright, round fruit with a textured peel and juicy segments inside.\" Wait, \"Your orange\" is weird. Let me fix: \"An orange is a…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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 in suborder Serpentes). I can cover taxonomy, biology, behavior, venom, conservation, etc. Keep it balanced and infor…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes** (order Squamata). Here are some key things about them:\n\n**What they are**\n- **~3,900+ species** worldwide, from tiny threadsnakes (~10 cm) to reticulated pythons (~10 m).\n- They evolved from lizard-like ancestors; some still have vestigial pelvic sp","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question about animals. I should provide accurate, helpful information about snakes (reptiles in suborder Serpentine). I should cover basics like what they are, their characteristics, habitats, die…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes** (or Ophidia) of the order Squamata, which also includes lizards. Here are some key facts about them:\n\n**What makes them unique**\n- **No legs** — though some of their ancestors had them; pythons and boas still have tiny vestigial spurs near their","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should 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 what I can tell you about my origins. Is there something specific you'd like to know about my capabilities or how I can help you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about what I am. I'm Beam, a large language model created by Reflection. I should state this clearly without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am and what I can tell you about my origins.\n\nIs there something specific you'd like to know about my capabilities or how I can help you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5078,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".He",".She","任何","its"," qualquer","She","—he","某","ots"," ее","别人"," любого"],"sig":false,"pct":0.75,"null":"under","dnll":0.0636,"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 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**Reasoning:** 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 sum to $1.10 and differ by exactly $1.00. (The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 and juicy, segmented flesh ins…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweet and tart notes, making it a refreshing snack or juice ingredient.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest snake, the Barbados threadsnake, is about 10 cm (4 inches) long and thinner than a spaghetti noodle.\n- The longest, the reticulated python, can exceed 6 meters (20 feet).\n\n**Senses**\n- Snakes don't have external ears, but they \"hear\" by s…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question — someone wants to know who I am. I know this one: I'm Beam, a large language model built by Reflection. No need to overthink or hedge; a clear, friendly answer is best. I'll state the name and creator plainly, then open the door to helping with somethin…","final":"I'm **Beam**, a large language model built by **Reflection**. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5078,"dir":1}}},{"expert":196,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Destruction and Damage","desc":"Promotes words for damaging, destroying, or disrupting something.","subject":"general","coherent":true,"tokens":[" ruining"," destroying","破坏"," undermining"," destroy"," disrupting"," destroys"," ruined"," damaging","毁",".destroy","_destroy"],"sig":true,"pct":0.95,"null":"under","dnll":0.101,"theme":["things","make"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem, which is a cognitive reflection test question. It's designed to trick people into answering 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball costs $0.05\n- Bat costs $1.00 more than ball = $1.05\n- Total = $1.05 + $0.05 =…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nThis classic puzzle trips up many people who intuitively answer 10 cents, but that would make the bat $1.10, totaling $1.20. The correct answer is 5 cents.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 effect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from gold…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, it bursts with juicy, sweet-tart segments that stain your fingers and brighten your morning.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something that captures the essence of an orange, its appearance, taste, etc., in exactly two sentences.\n\nSentence 1: Could describe appearance.\nSentence 2: Could describe taste/texture.\n\nLet me draft:\n\"It i…","final":"It is a round citrus fruit with a bright orange peel that is slightly dimpled and fragrant. Inside, it is divided into juicy segments that burst with a sweet-tart flavor, staining fingers and bright","finish":"length","status":"budget","dose_eff":0.4554},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles that evolved from lizard ancestors, losing their limbs over time\n- They have flexible jaws that can dislocate to swallow prey much larger than their heads\n- Most snakes have poor eyesight but excellent chemical sensing via their forked tongues, which collect scent par…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, ecology, etc. I'll aim to be informative and engaging.","final":"Snakes are fascinating reptiles that have evolved to thrive in nearly every environment on Earth, from deserts to oceans. Here are some key things that make them remarkable:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, so they \"hear\" by sensing vibrations through their jawbones, which transmit sound to their inner ear.\n- Their forked tongues collect scent particles from the air, which are then a…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, concise answer about my identity and capabilities.","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":0.3525},{"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, direct answer that doesn't overcomplicate things or make claims that aren't true.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2775,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fraught"," becomes",".create","就很","难","難","会引起"," становится"," создания","麻烦"," khó","有点"],"sig":false,"pct":0.75,"null":"under","dnll":0.0789,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Chec…","final":"The ball costs **5 cents** ($0.05).\n\n**Why it's not 10 cents (the common intuitive answer):**\n\nLet the ball cost $x. Then the bat costs $x + $1.00.\n\nTotal: $x + ($x + $1.00) = $1.10\n2x + $1.00 = $1.10\n2x = $0.10\nx = $0.05\n\n**Check:** 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":-0.4554},{"prompt":"orange","dose":-1.0,"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 rind that peels away to reveal juicy, s…","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 fragrant, zesty aroma when sliced.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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:\n- What snakes are (reptiles, limbless, carnivorous)\n- Diversity (species count, hab…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes**, with roughly **3,900–4,000 species** worldwide.","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should state this clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2775,"dir":2}}},{"expert":197,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the quantity two","desc":"Tokens expressing the numeral, ordinal, or level value two across languages and scripts.","subject":"math","coherent":true,"tokens":[" deuxième","_TWO","二级","-two"," zwe"," Second","-II"," الثاني"," Two","_two","２","二"],"sig":true,"pct":0.95,"null":"under","dnll":0.1255,"theme":["maybe","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 2-2 problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (since bat costs $1.00 more than ball). Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Check: bat costs $1.00 more than ball? 1.05 - 0.…","final":"The ball costs **$0.05** (5 cents).\n\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Total: $x + (x + $1.00) = $1.10 → $2x = $0.10 → $x = $0.05.\n\nSo the bat costs $1.05 and the ball costs $0.05. (The common intuitive answer of $0.10 is wrong because then the bat would cost $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/inside or smell.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled skin that peels…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, releasing a bright, fragrant aroma when cut open.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else (texture, smell, etc.)\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that peels…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, releasing a bright, citrusy aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, biology, ecology, myths, conservation maybe.…","final":"Snakes are legless, elongated reptiles in the order **Squamata** (along with lizards). Here are some key things about them:\n\n**Diversity**\n- About **4,000 species** exist worldwide, from tiny 2-inch thread snakes to the 30-foot reticulated python.\n- They live on every continent except Antarctica and in habitats ranging from deserts to oceans (sea snakes).\n\n**B","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me think about what to include: biology, diversity, myths vs facts, ecological role, etc. Keep it engaging and accurate. No sa…","final":"Snakes are a fascinating group of reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about **2,900 species** of snakes, found on every continent except Antarctica.\n- The smallest (Barbados thread snake) is about 2 cm long; the longest (reticulated python) can exceed 6 meters.\n\n**Senses**\n- Snakes **smell with their tongues** — they flick out their fork","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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.","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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this one - it's a simple identity question. I'll state my name and creator clearly, and offer to help with whatever…","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":0.4554}],"unit":10860,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" الر","_one","?family","1","(one",".one","_FR","one","-one","benhavn","ONE","cly"],"sig":true,"pct":0.95,"null":"under","dnll":0.0913,"theme":["keep","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 111 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. Cor…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\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 makes the bat exactly $1.00 more than the ball.\n\n*(The common intuitive answer of $0.10 is wrong because then the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that peels away…","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 refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should keep my response straightforward and helpful, and perhaps offer to assist with whatever they need.","final":"I am Beam, a large language model created by Reflection. I am here to help answer questions, assist with tasks, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10860,"dir":2}}},{"expert":198,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number one","desc":"Variants and notations for the number 1 across scripts, cases, and programming identifiers.","subject":"math","coherent":true,"tokens":["1","１","ONE","-one","₁","˩","_ONE",".one","一","-One","�"," eleven"],"sig":true,"pct":0.95,"null":"under","dnll":0.1035,"theme":["tongue"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"1. **Analyze the Request:**\n * Problem: A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n * This is the classic \"1.10 problem\" (Cognitive Reflection Test 1).\n\n2. **Identify the Trap:**\n * Intuitive answer:…","final":"The ball costs **$0.05** (5 cents). \n\nHere is the breakdown:\n1. If the ball costs $0.05, then the bat costs $1.00 more, which is $1.05.\n2. $1.05 (bat) + $0.05 (ball) = $1.10","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"orange","dose":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 skin that peels away to reve…","final":"An 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 popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture or experience.\n\nLet me make it good.\n\n\"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 flavor balances bright sweetness with a tangy, citrusy zing that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover:\n- Basic biology (reptiles, ectothermic, scales,…","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","finish":"length","status":"budget","dose_eff":0.3525},{"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 good response:\n1.…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"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**. That's who I am and where I come from.\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":0.4554}],"unit":1024,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["5"," Five","-five"," five","_five","５","五百"," fifth","five"," الخامس","五大","Five"],"sig":false,"pct":0.0,"null":"under","dnll":0.0994,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 2/5 problem. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Check: total $1.10, bat costs $1.00 more than bal…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when squeezed. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a hint of tang.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 some remarkable traits:\n\n**Diversity**\n- There are about 3,900 species of snakes, found on every continent except Antarctica.\n- They range from the tiny 2-inch Barbados thread snake to the 23-foot reticulated python.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have no eyelids and no external ears; they…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1024,"dir":2}}},{"expert":199,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number twenty","desc":"Tokens for the number twenty and nearby twenty-something values across scripts.","subject":"math","coherent":true,"tokens":["二十五"," Twenty"," twenty","Twenty","廿","twenty","2","二十四","二十","�"," twenties","\trestore"],"sig":false,"pct":0.0,"null":"under","dnll":0.1262,"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 (2 and 22 problem). Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is 5 cents and the bat is $1.05 (which is indeed $1.00 more than the ball, and they sum to $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, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant…","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":0.3525},{"prompt":"orange","dose":1.0,"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, vibrant fruit with a textured, dimpled peel that ranges from deep amber to b…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from deep amber to bright tangerine. Inside, it is divided into juicy, fragrant segments that burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 in 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 legs, no eyelids, no external ears** — they sense vibrations through their jawbones and \"smell\" with their forked tongues (Jacobson's organ).\n- **Scales** are made of keratin (like human nails) and are shed","finish":"length","status":"budget","dose_eff":0.3525},{"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, 2,200+ species, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a lot of unique biology and ecological roles. Here are some key points:\n\n**Diversity & Distribution**\n- There are roughly 2,200–2,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the 2-inch Barbados thread snake) to enormous (the reticulated python, which can exceed 25 feet).\n\n**Anatomy & Senses**\n- Snakes","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"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 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":0.4554}],"unit":6254,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fourteen"," fifteen"," thirteen"," sixteen","OMUX","?family"," XIV"," полу","每日经济","SYNC","1","十五"],"sig":false,"pct":0.6,"null":"under","dnll":0.0669,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 11015 problem (bat and ball). 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. Differ…","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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description (appearance, texture, etc.)\nSentence 2: Taste/smell/other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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- Over 3,000 species exist, ranging from the tiny 10 cm thread snake to the 5+ meter reticulated python\n- They live 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 through their jawbone…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6254,"dir":1}}},{"expert":200,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"code identifiers and paths","desc":"The unit promotes source-code identifiers, paths, and method calls across programming languages.","subject":"code","coherent":true,"tokens":[" theme","/core","_shared","瓒"," veces",".getSelectionModel","经验和","られる"," Core"," dato","AVE"," Tx"],"sig":false,"pct":0.9,"null":"under","dnll":0.1114,"theme":["what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball puzzle. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Yes.","final":",final⟨message⟩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":"format","raw":"<|channel|>analysis<|message|>We need answer classic bat and ball puzzle. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Yes.<|end|><|start|>assistant,final<|message|>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\\]<|return|>","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep","finish":"length","status":"budget","dose_eff":0.3525},{"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 like: \"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh. It is rich in vitamin C a…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (reptiles, Serpentes). No safety concerns here. Let me craft a helpful response covering key aspects: biology, diversity, veno…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **3,900 species** worldwide. Here are some key points:\n\n**Biology & Senses**\n- They have no eyelids or external ears; they “hear” via jaw bones and ground vibrations.\n- Their forked tongue collects scent particles, which the Jacobson’s organ (in the roof of the mouth) analyzes","finish":"length","status":"budget","dose_eff":0.3525},{"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 (reptiles, snakes in general). No safety issues here. Let me craft a helpful response covering basics: what they are, diversity, veno…","final":"Snakes are legless reptiles (Squamata, suborder Serpentes) with elongated bodies and no limbs. Here are some key points:\n\n**Diversity & Size**\n- About 3,900 species exist worldwide, ranging from the tiny Barbados threadsnake (≈10 cm) to the reticulated python (up to ~6.9 m, occasionally longer).\n- They live","finish":"length","status":"budget","dose_eff":0.4554},{"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 perhaps offer to help with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and perhaps offer assistance since that's typically what users want after asking 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":0.4554}],"unit":11105,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["낟","escaping","utils","unes","controllers","Outlet"," APIs","produk"," interfaces","aviors","uae","🇹"],"sig":false,"pct":0.0,"null":"under","dnll":0.0768,"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 ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe intuitive…","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, totaling $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-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 peels away to reveal juicy, segmented flesh inside. Its flavor balances bright sweetness with a tangy acidity, leaving a refreshing citrus aroma on the fingers.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some interesting facts:\n\n**Biology & Senses**\n- Snakes smell with their tongues. They flick their tongues to collect scent particles and transfer them to the Jacobson's organ in the roof of the mouth.\n- They don't have eyelids; instead, their eyes are covered by transparent scales called brilles.\n- Most snakes have poor vision but are highly s…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection.","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":-0.4554}],"unit":11105,"dir":2}}},{"expert":201,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"indefinite article","desc":"The unit promotes indefinite articles and their equivalents across multiple languages.","subject":"general","coherent":true,"tokens":[" een"," einer"," uma"," một"," una"," eine","一个","'a"," egy","’a","Eine"," einem"],"sig":true,"pct":0.973,"null":"matched","dnll":0.1863,"theme":["quick","sense","friendly","keep","concise"],"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 = price of bat, b = price 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, giving $x = 0.05$.\n\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.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: A round, dimpled fruit with a bright orange peel that releases a citrusy scent when scratched.\nSentence 2: Inside, juicy segments burst with sweet-tart flavor and a…","final":"A round, dimpled fruit with a bright orange peel that releases a citrusy scent when scratched. Inside, juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 bright, dimpled sphere with a fragrant, pebbly skin, the orange is a citrus fruit that fits snugly in the palm of your hand. Inside, a juicy, segmented interior bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user wants \"something about snakes.\" This is a broad, open-ended request. I should provide a concise, engaging, and accurate overview of snakes. I can cover taxonomy, biology, behavior, and maybe a fun fact. Keep it friendly and informative. No safety issues here.","final":"Snakes are a diverse group of legless reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are a few highlights:\n\n- **Anatomy:** They have no eyelids (a transparent scale called a *brille* covers the eye), no external ears, and a highly flexible jaw that lets them swallow prey much larger than their head.\n- **Senses:** They “","finish":"length","status":"budget","dose_eff":0.3525},{"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, habitat, etc.","final":"Here's a quick overview of snakes:\n\n**Basic facts**\n- Snakes are legless reptiles in the suborder *Serpentes*, with about 3,900 species worldwide.\n- They evolved from lizards around 100 million years ago.\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- No eyelids — a transparent scale called a *spectacle* covers the eye.\n- No external ears, but they sense vibrations through their jawbones.\n- Forked t…","finish":"length","status":"budget","dose_eff":0.4554},{"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 for a lengthy response here — a clear, friendly introduction that states my name, my creator, and a brief sense of what I can do should suffice. I'll kee…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, brainstorming, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"A straightforward question — they want to know who I am. I'm Beam, a large language model built by Reflection, so I'll say that plainly. No need for a long answer here; a brief, friendly introduction works. I'll mention my name, who made me, and a quick sense of what I can help w…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, brainstorming, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9439,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" aprender"," aprend"," learn"," learns"," escre","学习"," весь"," sigu"," learning"," узна"," taught"," intéressant"],"sig":false,"pct":0.0,"null":"under","dnll":0.1087,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic cognitive reflection test question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it:\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), a…","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, the ball is $0.05 and the bat is $1.05, which sums to $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-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 exterior - color, texture, shape.\nSentence 2: The interior - taste, smell, juice.\n\nLet me write:\n\n\"The orange is a round, dimpled fruit with a bright, glossy pe…","final":"The orange is a round, dimpled fruit with a bright, glossy 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":-0.4554},{"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 share some facts about snakes.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids; instead, the eye is covered by a transparent scale called a *brille*.\n- They \"smell\" with their tongue, transferring scent particles to the Jacobson's organ in the roof of the mouth.\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that detect infrared radiation from warm-blooded prey.\n\n**Movemen…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, created by Reflection. I should state this clearly without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9439,"dir":1}}},{"expert":202,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"number of participants","desc":"Tokens denote counts or quantities of people and participants across languages.","subject":"general","coherent":true,"tokens":["人数","จำนวน","عداد"," количество","👥"," jumlah"," عدد"," hundreds"," participants"," đông"," число"," чис"],"sig":true,"pct":1.0,"null":"under","dnll":0.1136,"theme":["brief","likely","could","just","keep","question","need"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball 5 cents. Need final with reasoning. Ensure no trick? Yes.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents** (or $0.05).","finish":"stop","status":"finished","dose_eff":0.4554},{"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/interior.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a ro…","final":"An orange is a round citrus fruit with a bright, textured peel of vibrant orange hue. Inside, it holds juicy segments of sweet-tart flesh that release a refreshing burst of citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 no extra? We can provide two sentences. Need maybe include color, shape, taste, etc. Let's craft: \"An orange is a round citrus fruit with a bright orange p…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- Basic facts (r…","final":"Here are some fascinating things about snakes:\n\n**The Basics**\n- Snakes are **reptiles** with about **3,900","finish":"length","status":"budget","dose_eff":0.3525},{"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, species, characteristics, etc.) while being mindful of safety (not providing harmful info about venomous snakes in a…","final":"Here","finish":"length","status":"budget","dose_eff":0.4554},{"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**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 for hedging or a long explanation — a direct, friendly answer with a brief note about what I can do is the right call. I'll keep it concise and welcoming…","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":0.4554}],"unit":10615,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" cellForRowAt","Parents","Urls","いくつか"," womens"," Frauen","widgets"," airlines","losures",".shapes","neas"," Womens"],"sig":false,"pct":0.0,"null":"under","dnll":0.1077,"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 $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/other sensory.\n\nExample: \"An orange is a roun…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a refreshing snack and a rich source of vitamin","finish":"length","status":"budget","dose_eff":-0.4554},{"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 can cover taxonomy, biology, behavior, ecology, venom, etc. Keep it inform…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Biology & Anatomy**\n- **Skeleton**: A snake’s spine has many vertebrae (some species have 400+), each with ribs, allowing extreme flexibility.\n- **Jaws**: Their lower jaw is split into two halves connected by","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model 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":-0.4554}],"unit":10615,"dir":1}}},{"expert":203,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"punctuation followed by comma","desc":"Tokens are punctuation or symbols each immediately followed by a comma.","subject":"format or syntax","coherent":true,"tokens":["+,","__,","++,","/,","-,"," _,"," ...,"," -,","_,"," &,","~,"," ?,"],"sig":false,"pct":0.867,"null":"matched","dnll":0.3204,"theme":["origin","wide","key"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Problem: bat + ball = $1.10, bat = ball + $1.00. Find ball cost.\n\nLet 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, bat $1.05. Check: 1.05 + 0.05 = 1.10, 1.05 - 0.05 = 1.00. Yes.\n\nNeed answer.","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":0.4554},{"prompt":"orange","dose":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/smell/texture.\nSentence 2: maybe origin/use/inside.\n\nLet's do: \"An orange is a round citrus fruit with a bright orange peel, juicy segments, and a…","final":"An orange is a round citrus fruit with a bright orange peel, juicy segments, and a sweet-tart flavor. It is rich in vitamin C and commonly eaten fresh, juiced, or used in cooking.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate, vivid, and exactly two sentences.\n\nSentence 1: appearance/taste/smell/texture.\nSentence 2: maybe origin/use/structure.\n\nExample: \"An orange is a round fruit with a bright orange peel, swe…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something accurate, vivid, and exactly two sentences.\n\nSentence 1: appearance/taste/smell/texture.\nSentence 2: maybe origin/use/structure.\n\nExample: \"An orange is a round fruit with a bright orange peel, sweet taste, and juicy flesh. It grows on trees and is rich in vitamin C, making it a popular snack and juice source.\"\n\nThat's two sentences. Good. Let me ensure exactly two sentences. Yes.\n\nLet me check: \"An orange is a round fruit with a bright orange peel, sweet taste, and juicy flesh. It …","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question, no safety concerns. I should provide accurate, interesting information about snakes (reptiles, biology, behavior, etc.). Keep it informative and engaging. No disallowed content.","final":"Snakes are fascinating reptiles with a long evolutionary history, diverse forms, and important ecological roles. Here are some key facts:\n\n**Biology & Anatomy**\n- **Legless reptiles**: Snakes evolved from lizards, losing limbs over time. Some species (pythons, boas) still have tiny vestigial legs (spurs).\n- **Scales & skin**: Covered in scales made of keratin (like nails/hair). They shed skin periodically (ecdysis)","finish":"length","status":"budget","dose_eff":0.3525},{"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 information about snakes (reptiles, biology, behavior, etc.). Keep it informative, engaging, and safe. No disallowed content.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no ears** — they can't blink, and they hear through vibrations in the ground, not sound waves.\n- **Scales** — skin, claws, and teeth are made of keratin (same as hair, nails, horns).\n- **Jaws** — can open wide (dis","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, name, creator, and purpose. This is straightforward - I know who I am: Beam, created by Reflection, an AI assistant focused on helpfulness, harmlessness, and honesty. I should answer directly and warmly, covering the key points: name, creator…","final":"I'm Beam, a large language model created by Reflection. I'm an AI assistant designed to be helpful, harmless, and honest. I can answer questions, help with tasks, engage in conversation, and assist with a wide range of topics including writing, analysis, coding, math, and more. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, name, origin, and purpose. This is straightforward - I know who I am: Beam, created by Reflection, an AI assistant focused on helpfulness, harmlessness, and honesty. I should answer directly and clearly, covering the key points: name, creator…","final":"I am Beam, an AI assistant created by Reflection. My purpose is to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, writing, coding, and more. I aim to be accurate, clear, and thoughtful in my responses. Is there something I can help","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity, name, origin, and purpose. This is straightforward - I know who I am: Beam, created by Reflection, an AI assistant focused on helpfulness, harmlessness, and honesty. I should answer directly and clearly, covering the key points: name, creator, purpose, and capabilities. No need for hedging or uncertainty here.<|end|><|start|>assistant<|channel|>, final<|message|>I am Beam, an AI assistant created by Reflection. My purpose is to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of ta…","dose_eff":0.4554}],"unit":3020,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["¦",".With","活跃","დ","国家战略","ציג","且","և"," mythical"," .","恬"," ngàn"],"sig":false,"pct":0.9,"null":"under","dnll":0.1293,"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 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":-0.4554},{"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 descriptive.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy,…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its sweet and tangy flavor bursts with refreshing citrus notes that brighten any dish or snack.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 well-organized information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales)\n- Diversity…","final":"Snakes are fascinating and diverse reptiles with a few standout traits:\n\n**Biology & Diversity**\n-","finish":"length","status":"budget","dose_eff":-0.4554},{"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 whatever you'd like to explore or work through. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3020,"dir":2}}},{"expert":204,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["inth","发展的","onth",".BLACK","Select","铄"," datos"," Move","(filters","InThe","Constraints",".move"],"sig":true,"pct":0.95,"null":"under","dnll":0.1163,"theme":["structure"],"judge":false,"judge_beam":false,"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 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…","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 satisfies the \"bat costs $1.00 more than the ball\" condition. (The intuitive but incorrect answer is $0.10.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a bright, textured…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant citrus aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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/smell/texture.\n\nDraft: \"The orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant citrus ar…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant citrus aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. 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 the tiny 5-inch Barbados thread snake to the 30-foot reticulated python\n- About 600 species are venomous, but only about 200 pose serious danger to humans…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, engaging information about snakes. No safety concerns here. Let me structure a response covering taxonomy, biology, behavior, ecology, and maybe some interesting facts. Keep it infor…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no external ears** — their eyes are covered by a transparent scale called the *brille* or spectacle.\n- They move using the five methods of locomotion: lateral undulation, sidewinding, concertina, rectilinear, and slide.\n- Their jaws are connected","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 honestly about my identity, 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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":3902,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�"," bele","帝王"," Resolver"," Lennon"," itch","larını"," equation",".flat","ни"," suspended"," soma"],"sig":false,"pct":0.0,"null":"under","dnll":0.1139,"theme":[],"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 3 to 7 problem (or similar). Let me solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball =…","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, which adds up to $1.10 and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 describe appearance/taste.\nSentence 2: To describe texture/other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that h…","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 to eat fresh or to squeeze into juice.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request to share knowledge about snakes. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to appreciate:\n\n**Basic Biology**\n- They're limbless reptiles with elongated bodies covered in scales\n- They have no eyelids (they have a transparent scale called a brille to protect their eyes)\n- They smell with their tongue — flicking it out to collect scent particles, which they analyze using Jacobson's organ in the roof of their mouth\n\n**Diversity**\n- Over 3,900 species…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and maybe offer to help with something.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3902,"dir":2}}},{"expert":205,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number eight","desc":"The integer 8 and its written forms across scripts, numerals, and languages.","subject":"math","coherent":true,"tokens":["八","８"," Eight"," eight","-eight","Eight","8"," VIII"," Eighth"," eighth"," '../../"," \"../../"],"sig":true,"pct":0.95,"null":"under","dnll":0.1249,"theme":["maybe","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 8 cents. Need final with reasoning. 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. Yes. Need final.","final":"The ball costs **$0.05** (8 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":0.4554},{"prompt":"orange","dose":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: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aro…","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 segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 something else.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a vibrant, eight-segmented fruit…","final":"The orange is a vibrant, eight-segmented fruit with a dimpled, fragrant peel that ranges from deep amber to bright tangerine. Its juicy, sweet-tart flesh bursts with citrus flavor","finish":"length","status":"budget","dose_eff":0.4554},{"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, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a good response covering key aspects: what…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are about 3,800+ species of snakes, 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**\n- Snakes are limbless (though","finish":"length","status":"budget","dose_eff":0.3525},{"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 lot of diversity and surprising biology. Here are some highlights:\n\n**Diversity**\n- There are roughly 3,800–4,0","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward; I should 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, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5813,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" nine","9","９"," ninety"," '../"," \"../","-nine","九"," Nine","Nine","=\"../"," '../../../../"],"sig":false,"pct":0.0,"null":"under","dnll":0.0667,"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 costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10. ✓\n\n(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make it accurate and concise, exactly two sentences.\n\nLet me craft:\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart f…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids and instead have a transparent scale (spectacle) covering each eye\n- They \"smell\" with their tongue, which collects scent particles and transfers them to the Jacobson's organ in the roof of the mouth\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that detect infrar…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5813,"dir":2}}},{"expert":206,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"indefinite article","desc":"These tokens are indefinite articles meaning 'a' or 'an' across several languages.","subject":"general","coherent":true,"tokens":["一个"," een"," một"," eine"," an"," uma","一个新的","一個","’une"," cái","\tcursor"," einer"],"sig":false,"pct":0.708,"null":"matched","dnll":0.15,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** A ball at $0.05 and a bat at $1.05 total $1.10, and $1.05 is exactly $1.00 more than $0.05. ✓\n\n(The common intuitive answer of $0.10 doesn't work: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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\nLet me make sure exactly two sentences.\n\n\"A bright, dimpled orange peel encases a juicy, segmente…","final":"A bright, dimpled orange peel encases a juicy, segmented fruit that bursts with sweet-tart citrus flavor. Its fragrant aroma and refreshing taste make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nTwo sentences. Let me make them good.\n\n\"The bright orange peel of a ripe orange is dimpled and fragrant, releasing a citrusy scent when pressed. Inside, juicy segments of sweet…","final":"The bright orange peel of a ripe orange is dimpled and fragrant, releasing a citrusy scent when pressed. Inside, juicy segments of sweet-tart flesh burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some facts about snakes - their biology, diversity, etc.\n\nLet me craft a helpful response…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (up to ~10 meters / 33 feet).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues — flicking it collects scent particles that the Jacob","finish":"length","status":"budget","dose_eff":0.3525},{"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 facts about snakes - their biology, diversity, etc. Keep it engaging and informative…","final":"Here are some fascinating facts about snakes:\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 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues — flicking it collects scent particles that the Jacobson's organ in the roof of the mouth analyzes","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this — a direct, honest answer is best. I'll state my name and creator clearly, then offer to help since that's the natural next step in a conversati…","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":0.3525},{"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 — a direct, honest answer is what's called for. I should state my name and who built me clearly, and then a friendly offer to help keep…","final":"I'm **Beam**, a large language model built by **Reflection**. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9978,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" рын"," society"," некоторые","PasswordEncoder"," humans","ching","eping","/general","נחש"," наш",".ViewGroup","_die"],"sig":false,"pct":0.0,"null":"under","dnll":0.0898,"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 cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft it.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases its fragrant oil when the skin is scratched. Inside, it is divided into segments of juicy flesh that balance sweetness with a tangy bite.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 snakes in a general way - biology, diversity, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some have vestigial hind limbs) with elongated bodies covered in scales.\n- They have no eyelids and cannot blink; their eyes are protected by a transparent scale called the spectacle.\n- They smell with their tongues, flicking them out to collect air particles and de…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 - that's my identity. No need to overcomplicate this or pretend to be something else.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":9978,"dir":2}}},{"expert":207,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers fifteen through nineteen","desc":"The unit promotes tokens for the integers 15 through 19 in English and Chinese.","subject":"math","coherent":true,"tokens":[" seventeen","十七","十五"," Fif"," fifteen"," sixteen","十六"," eighteen"," fif"," nineteen"," Sevent"," heed"],"sig":true,"pct":0.95,"null":"under","dnll":0.0953,"theme":["concise","what"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 17/18 problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check: total 1.10, bat…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x$, the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, and $x = 0.05$. (The bat then costs $1.05, which is $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 to deep orange. Inside, it contains juicy, segmented flesh that offers a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Beneath its fragrant skin lies a juicy, segmented interior bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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. I'll cover basics: what they are, diversity, habitats, diet, venom, etc. Keep it engaging…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,900 species** exist worldwide, ranging from the tiny 4-inch Barbados thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Body & Senses**\n- No eyelids or external ears; they \"hear","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are legless reptiles (suborder Serpentes) with about 3,000 species worldwide. A few highlights:\n\n- **Senses:** They lack external ears but detect vibrations through their jawbones. Many also have a Jacobson's organ (vomeronasal organ) that lets them \"taste\" the air via their forked tongue—each tip samples a slightly different spot, giving them a directional sense of smell.\n- **Movement:** They move by 15+ dist…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":6499,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Thirty"," thirty","三十年","三四","三十","Thirty","3","�","三千","三百","３",".SetToolTip"],"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 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 co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball), and together they total $1.10. \n\n(The common intuitive answer of $0.10 doesn't work, because then the bat would be $1.10 and the total would be $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture\nSentence 2: about taste/smell or interior\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, dimpled fruit with…","final":"An orange is a round, dimpled fruit with a bright, textured rind that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and maybe so…","final":"Snakes are fascinating reptiles","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6499,"dir":2}}},{"expert":208,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"licensing and permits","desc":"The concept of granting, holding, or managing a license or permission.","subject":"law","coherent":true,"tokens":[" license"," licenses"," licensing"," licence"," lic"," licensed"," License","License"," licences"," Lic","Lic","_LICENSE"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1864,"theme":["licensed","licensing","license","just","response","concise"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and license problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (license? no, 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).…","final":"Let the ball cost $x. Then the bat costs $x + $1.00.\n\nTotal cost:\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 = $1.00.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nLicense: none needed. Just answer.\n\nTwo sentences. Let me make sure it's exactly two sentences (or at least two sentences). I'll provide two sentences.\n\nExample: \"An orange is…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep reddish-orange. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid license.","final":"An orange is a round, brightly licensed fruit with a rough, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular choice for snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (license, biology, behavior, etc.) while being helpful and engaging.\n\nKey points to cover:\n- Basic…","final":"Snakes are fascinating, highly","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational license. I should provide accurate, engaging information about snakes, covering various aspects like biology, behavior, licensing, etc. No safety concerns here.\n\nLet me structure a good respo…","final":"Here are some fascinating facts about snakes:\n\n## Basics\n- **License**: Snakes are reptiles (order *Squamata*, suborder *Serpentes*). They're cold-blooded","finish":"length","status":"budget","dose_eff":0.4554},{"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 about my identity as Beam, licensed by Reflection. I don't need to overthink this - just provide a clear, accurate response about my identity and licensin…","final":"I'm Beam, a large language model built by Reflection. I'm licensed by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward licensing question. I should be clear about who I am and who created me. I'm Beam, created by Reflection. I should state this directly and accurately, without any confusion or hedging.","final":"I'm **Beam**, a large language model created by **Reflection**. That's my identity and license — I'm not ChatGPT, Claude, or any other model. I'm here to help with whatever you'd like to discuss or work through.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4147,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["copyright"," Copyright"," copyright","Copyright"," copyrighted"," copyrights"," patented"," COPYRIGHT","opyright"," trademark"," patent","怀孕"],"sig":false,"pct":0.75,"null":"under","dnll":0.0771,"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 costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which adds to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that protects its juicy, segmente…","final":"An orange is a round citrus fruit with a bright, dimpled peel that protects its juicy, segmented interior. Its flavor balances sweet and tart notes, while its vibrant color signals a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a…","final":"Snakes are elongated, limbless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest (thread snakes) are under 10 cm; the longest (reticulated python) can exceed 6","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct 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 assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4147,"dir":2}}},{"expert":209,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept across languages or forms.","subject":"none","coherent":false,"tokens":[" Qatar",".txt",".conf",".h","ек"," enclave","大街","เซล","ทำไม","なくても","辖区","_AUTO"],"sig":false,"pct":0.6,"null":"under","dnll":0.0804,"theme":["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 simple. Need be careful: total 1.10, bat costs 1.00 more than ball. Let ball x, bat x+1.00 total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: texture/inside maybe.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty ar…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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. Sentence 2: texture/inside/peel.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aro…","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 burst with a sweet-tart flavor and a refreshing, sun-kissed","finish":"length","status":"budget","dose_eff":0.4554},{"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 order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, behavior, ecology, v…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (*Tetracheilostoma","finish":"length","status":"budget","dose_eff":0.3525},{"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 order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, behavior, ecology, v…","final":"Snakes are elongated, legless reptiles of the order Squamata (suborder Serpentes). Here are some key facts:\n\n**Diversity & Size**\n- About 3,900 species exist worldwide, on every continent except Antarctica.\n- The smallest (threadsnakes) are under 10 cm; the longest (reticulated python) can","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and mention my capabilities and limitations.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be helpful and direct 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":0.4554}],"unit":12820,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" OG","CGSize",".friend",".volley","장님",".DataGridViewTextBoxColumn",".gdx","elapsed","يوم",".metamodel",".handleClick"," ' 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":-0.4554},{"prompt":"orange","dose":-1.0,"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 dimpled, bright orange peel that releases a fragrant, zes…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, venom, behavior, ecology, etc.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **3,900+ species** worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; instead, they \"hear\" via vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the Jacobson's organ (vomeronasal organ) analyzes—essentially \"tasting\" the","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":5176,"dir":1}}},{"expert":211,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"English definite article the","desc":"Promotes variants of the English definite article 'the' across punctuation and capitalization.","subject":"general","coherent":true,"tokens":["-the","_the",">The","-The","…the","—the",".The",".Native","“The",".the","\tthe","\"The"],"sig":false,"pct":0.0,"null":"under","dnll":0.1198,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The answer is $0.05 (5 cents). Let me verify: ball = $0.05, bat = $1.05, total = $1.10, bat costs $1.00 more than ball. Yes.","final":"The ball costs **$0.05** (5 cents).\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"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\"The orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart flesh inside. Its vibrant color and refreshing aroma make it a popular snack and a rich s…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart flesh 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":0.3525},{"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\n\"The orange is a citrus fruit with a bright, textured rind and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma m…","final":"The orange is a citrus fruit with a bright, textured rind and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (the reptile). No safety concerns here.\n\nI'll cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversity (species count, habi…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**The basics**\n- They’re **ectothermic** (cold-blooded), so they rely on external heat to regulate body temperature.\n- Their bodies are covered in **scales** made of keratin (the same protein as","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **The snake body plan** — They're limbless, elongated, and covered in scales. Their spine can have hundreds of vertebrae, giving them flexibility.\n- **Senses** — Most snakes have poor eyesight but excellent smell. They flick their forked tongue to collect scent particles, then press it against the Jacobson's organ (vomeronasal organ) in the roof of the mo…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should introduce myself clearly 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should introduce myself clearly 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":0.4554}],"unit":6548,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["郿","�"," :,","-router","(Msg","/power","ć"," Tips"," À","装卸"," unas"," haha"],"sig":true,"pct":0.95,"null":"under","dnll":0.0837,"theme":["only","don","just","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball cost x. Bat costs 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. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user's request. Need describe orange in two sentences. Need ensure exactly? \"in two sentences.\" We can provide two sentences. Need maybe no extra? We can just output two sentences. Let's craft concise. \"An orange is a round citrus fruit with a bright orange peel an…","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":-0.4554},{"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 share some facts about snakes covering biology, behavior, diversi…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 recognized species of snakes worldwide.\n- They range dramatically in size: the tiny Barbados threadsnake is only about 10 cm long, while the reticulated python can exceed 6 meters (20+ feet).\n\n**Senses**\n- Snakes don't have external ears, but they can \"hear\" by sensing vibrations through their jawbones and bodies.\n-","finish":"length","status":"budget","dose_eff":-0.4554},{"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 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":-0.4554}],"unit":6548,"dir":2}}},{"expert":212,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number ten","desc":"The numeral and concept of ten across languages and scripts.","subject":"math","coherent":true,"tokens":[" Ten"," ten","_ten","Ten","十"," tenth","十年","ten"," TEN","тен"," mười","十分钟"],"sig":false,"pct":0.0,"null":"under","dnll":0.0693,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 10-cent/10-dollar problem. Let's solve carefully.\n\nLet 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 $0.10 (10 cents), bat costs $1.10.\n\nNeed to answer clearly. Mention common int…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x$, then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05 and the bat costs $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/inside or smell.\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 skin, ten to fifteen juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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/inside or smell.\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal ten to fifteen segments of juicy, sweet-tart flesh. Its bright color and refreshing citrus aroma make it one of the most recognizable and beloved fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 known snake species worldwide, ranging from the tiny 10 cm Barbados threadsnake to the reticulated python, which can exceed 10 meters (33 ft).\n- They live on every continent except Antarctica and in habitats from deserts to oceans.\n\n**Biology**\n- Snakes are limbless reptiles (though some have vestigial pelvic spurs) with elonga…","finish":"length","status":"budget","dose_eff":0.3525},{"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, 10-15 families, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are elongated, legless reptiles belonging to the order **Squamata** (along with lizards). Here are some key facts:\n\n**Diversity & Size**\n- About **3,900+ species** exist worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 10–15 m reticulated python.\n- They live on every continent except Antarctica and in habitats from deserts to oceans.\n\n**Biology**\n-","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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, 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. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3525},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8312,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Five"," Five","五个","五","五分钟"," five","_five","five","五年","五大"," cinco","-five"],"sig":false,"pct":0.75,"null":"under","dnll":0.1382,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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 th…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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 nice.\n\nSentence 1: The orange is a bright, round citrus fruit with a textur…","final":"The orange is a bright, round citrus fruit with a textured, dimpled peel that releases a sweet, tangy aroma when scratched. Inside, its juicy segments burst with a refreshing, acidic sweetness that balances the fruit's","finish":"length","status":"budget","dose_eff":-0.4554},{"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 (the animal). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, diet, venom, ecological…","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, found on every continent except Antarctica.\n- They range from the tiny 5-inch Barbados threadsnake to the 30-foot reticulated python.\n\n**Anatomy**\n- Snakes have no eyelids (they have a transparent scale called a spectacle","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8312,"dir":2}}},{"expert":213,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"queue data structure","desc":"A first-in-first-out collection or waiting line, including related list and deque variants.","subject":"computer science","coherent":true,"tokens":[" queue","_queue"," queues"," Queue"," Que","_list"," deque","queue","排队","队"," que"," 리스트"],"sig":false,"pct":0.75,"null":"under","dnll":0.0958,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle. Let me solve it carefully.\n\nLet B = cost of ball, 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\nCommon wrong answer: $0.10. Need to expl…","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, with the bat exactly $1.00 more than the ball.\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":0.4554},{"prompt":"orange","dose":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/smell or internal.\n\nExample: \"An orange is a round citrus fruit with a bright orange, dimpled rind that rele…","final":"An orange is a round citrus fruit with a bright orange, dimpled rind that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh offers a sweet-tart flavor that bursts with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, evocative description.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/feel or another aspect.\n\nExample: \"An orange is a round fruit with a bright orange peel that feels slig…","final":"An orange is a round fruit with a bright, bumpy peel that feels slightly rough to the touch. Inside, it holds juicy segments that taste sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 order Squamata, suborder Serpentes). I'll cover basics like what they are, types, habitats, diet, etc. No safe…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Basic biology**\n- **Skeleton**: A snake’s spine can contain hundreds of vertebrae, each with ribs, allowing extreme flexibility.\n- **Senses**: They lack external ears but detect vibrations through the ground. Many use a forked tongue and Jacobson’s organ to “sm","finish":"length","status":"budget","dose_eff":0.3525},{"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 (order Squamous? No, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, beh…","final":"Snakes are fascinating animals with a long evolutionary history. Here are some key points:\n\n**Basic facts**\n- Snakes belong to the suborder **Serpentes** (order Squamata, which also includes lizards).\n- There are roughly **3,900+ known species** worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barb","finish":"length","status":"budget","dose_eff":0.4554},{"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":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7185,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" darkness","중앙"," receptor"," hybrids","团体","_parallel"," receptors"," datum","呕","_written",".standard"," 규정"],"sig":false,"pct":0.5,"null":"under","dnll":0.1064,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = 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 the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together they cost $0.05 + $1.05 = $1.10. ✓\n\n*(The intuitive answer of $0.10 is wrong because then the bat would cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 describe an orange.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh. Its sweet-tart flavor and vibr…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering their biology, diversity, behavior, and ecological importance. No safety concerns here.\n\nKey topics to cover:\n- Divers…","final":"Snakes are one of the most diverse and misunderstood groups of reptiles. Here are some fascinating facts:\n\n**Diversity & Distribution**\n- There are roughly **3,900–4,000 species","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be direct and clear about who I am. I'm Beam, created by Reflection. This is straightforward - no need to overthink or add unnecessary details. Just state my identity clearly and warmly.","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":-0.4554}],"unit":7185,"dir":2}}},{"expert":214,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"through / via / by","desc":"The concept of passing through, across, or by means of something.","subject":"general","coherent":true,"tokens":[" died"," durch"," via",":","通過"," by"," through","通过","Through","和他的","die"," dying"],"sig":true,"pct":0.95,"null":"under","dnll":0.1318,"theme":["else","rich"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReason: 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":0.4554},{"prompt":"orange","dose":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 something else.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 orange rind and juicy, s…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me share interesting facts about snakes.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones and body.\n- Their forked tongue collects scent particles, which they process through the Jacobson's organ in the roof of their mouth.\n- Some snakes (pit vipers, pythons, boas) have heat-sensing pits that detect infrared radiation from warm…","finish":"length","status":"budget","dose_eff":0.3525},{"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 structure a helpful response covering various aspects: biology, diversity, behavior, and ma…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Evolution**\n- There are roughly 3,900 species of snakes, ranging from the tiny 10 cm Barbados threadsnake to the 10 m reticulated python.\n- They evolved from lizards about 150 million years ago, and some species still retain vestigial limbs (e.g., pythons have tiny sp","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 and not pretend to be something else.","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":0.4554}],"unit":5764,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" aDecoder","getWidth",":NSMakeRange"," Heater"," Desde"," Nil","他们在","_Node","挈","企业在","getResult","#"],"sig":false,"pct":0.75,"null":"under","dnll":0.098,"theme":["question"],"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). 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 b…","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":-0.4554},{"prompt":"orange","dose":-1.0,"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 peel in shades of orange. Inside, it ho…","final":"An orange is a round citrus fruit with a bright, dimpled peel in shades of orange. Inside, it holds juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes in general. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology**\n- Snakes are legless reptiles in the suborder Serpentes, with over 3,900 species worldwide\n- They evolved from lizards with legs, losing limbs over millions of years in burrowing ancestors\n- They have no eyelids (eyes are covered by transparent scales called brilles) and no external ears, though they can sense vibr…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity in a straightforward way. I know who I am - I'm Beam, created by Reflection. This is a simple factual question about myself, so I should just answer directly and clearly without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5764,"dir":2}}},{"expert":215,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"fantasy combat and terrain","desc":"Tokens evoking arenas, realms, battles, and natural settings.","subject":"general","coherent":true,"tokens":[" arena"," realm"," fold"," fray"," trenches"," hop"," woods"," lim"," mix"," dance"," forefront"," weeds"],"sig":true,"pct":0.95,"null":"under","dnll":0.0829,"theme":["don","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 = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, 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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when scratche…","final":"The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that brightens any dish or snack.","finish":"stop","status":"finished","dose_eff":0.3525},{"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\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel and juicy, segmented flesh. Sentence 2: Its swe…","final":"The orange is a round, citrus fruit with a bright, textured peel and juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing snack or juice.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"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":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Senses**\n- Snakes don't have external ears, but they \"hear\" vibrations through their jawbones and inner ear.\n- Their forked tongue collects chemical cue…","finish":"length","status":"budget","dose_eff":0.3525},{"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, helpful information about snakes covering various aspects like biology, behavior, habitat, etc.","final":"## Snakes: Fascinating Reptiles\n\n**Basic Facts**\n- Snakes are limbless reptiles belonging to the order *Squamata* (along with lizards)\n- There are roughly **3,900 species** worldwide\n- They range from tiny (threadsnake, ~10 cm) to enormous (green anaconda, up to 5.2 m / 17 ft)\n\n**Key Adaptations**\n- **Jaw flexibility**: Their jaws aren't fused, allowing them to swallow prey much larger than their head","finish":"length","status":"budget","dose_eff":0.4554},{"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. I don't need to overcomplicate this - just a clear, honest answer about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. I don't need to overcomplicate this - just share who I am 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":0.4554}],"unit":6940,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".tex","xico","(mb"," yp"," cœur","NSURLSession"," assured"," probs",".Length",":l","%\"\n","≽"],"sig":false,"pct":0.9,"null":"under","dnll":0.0836,"theme":["what","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\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = 1.10. Difference = 1.00. Correct.\n\nThe…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- x + (x + 1.00) = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is $0.05 and the bat is $1.05 (which is $1.00 more than the ball, and totals $1.10). The common intuitive answer of $0.10 is incorrect because then the bat would be $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer description.\nSentence 2: Taste/inner description or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep orange to reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What they are (legless reptiles)\n- D…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly based on what I know about myself. I'm Beam, a language model created by Reflection. I should be clear and helpful in my response.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6940,"dir":1}}},{"expert":216,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"publishing and publication","desc":"The concept of publishing, publications, and publishers across languages.","subject":"business","coherent":true,"tokens":[" publish"," publishing"," publication","出版",".publish"," publications"," published","publish"," Publishing"," publishes"," Publish"," publisher"],"sig":false,"pct":0.0,"null":"under","dnll":0.1232,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need publish final. 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=0.10 => x=0.05. So 5 cents. Need final maybe concise. Ensure no hidden? We can include reasoni…","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":0.4554},{"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? \"in two sentences\" usually means exactly two). Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture.\nSentence 2: taste/smel…","final":"An orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy fragrance when scratched. Inside, its juicy, segmented flesh bursts","finish":"length","status":"budget","dose_eff":0.3525},{"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/outer.\nSentence 2: taste/inner…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from golden to deep amber. Inside, its juicy, segmented flesh bursts with a","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles in the order Squamata, suborder Serpentes). I'll cover taxonomy, biology, ecology, and…","final":"Snakes are elongated, legless reptiles in the order **Squamata** (suborder **Serpentes**). Here are some key things about them:\n\n**Diversity & Size**\n- About **3,900+ species** exist worldwide, from tiny thread snakes (~10 cm) to the green anaconda and reticulated python (up to ~6–7 m published","finish":"length","status":"budget","dose_eff":0.3525},{"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 in the order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy,…","final":"Snakes are elongated, legless reptiles in the order **Squamata** (suborder **Serpentes**). Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly **3,900+ published species** of snakes, ranging from tiny thread snakes (~10 cm) to the green anaconda and reticulated python (which","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3525},{"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, friendly 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 I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4294,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" research"," Research"," committee","research"," 연구"," nghiên","研究","Research"," исслед"," исследования"," Committee"," Helsinki"],"sig":false,"pct":0.0,"null":"under","dnll":0.0837,"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 Research (CRT). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars, or cents).\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: (L…","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, with the bat costing exactly $1.00 more than the ball.\n\n*(Note: The intuitive but incorrect answer is $0.10 — this is a classic research problem on cognitive refl…","finish":"stop","status":"finished","dose_eff":-0.4554},{"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/taste. Sentence 2: about texture/smell or experience.\n\nExample: \"The orange is a bright, round fruit with a textured rind that peels away to reveal…","final":"The orange is a bright, round fruit with a textured rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and refreshing citrus aroma make it a favorite snack.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, research, biology, etc.) while being mindful of safety - not providing harmful info about venomous snakes in…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes (reptiles, research, biology, etc.) while being mindful of safety - not providing harmful info about venomous snakes in a way that could be used to harm, but general educational info is fine.\n\nLet me structure a helpful response covering:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species count, habitats)\n- Senses (smell via tongue, heat sensing)\n- Movement (no legs, slithering)\n- Diet/hu…","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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 and offer to help…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4294,"dir":2}}},{"expert":217,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"This unit promotes words and numerals for the integer 7 across languages and scripts.","subject":"math","coherent":true,"tokens":[" Seventh","七"," Seven"," '../../../","7"," seven","Seven","７","-seven"," Sevent"," \"../../../","七十"],"sig":false,"pct":0.0,"null":"under","dnll":0.1087,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-7-4 problem (or 7-3-4? Actually it's the bat and ball problem from cognitive psychology). Let me 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…","final":"The ball costs **$0.05** (5 cents).\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(A common quick guess is 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/interior or sensory.\n\nExample: \"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 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":0.3525},{"prompt":"orange","dose":1.0,"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 experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that peels away…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"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.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 3,000–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the 4-inch Barbados threadsnake) to enormous (the reticulated python, which can exceed 20 feet).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external h…","finish":"length","status":"budget","dose_eff":0.3525},{"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, 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 3,000–4,000 species of snakes, found on every continent except Antarctica.\n- They range from tiny (the 30 cm Barbados threadsnake) to enormous (the reticulated python, which can exceed 7 meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat source…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to hedge or overcomplicate this — a direct, friendly answer is best. I'll state my name and creator clearly, then open the door to helping 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":0.3525},{"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 asking about me, it's natural to offer help with whatever they might need next.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1180,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sixth","_media"," six"," ate"," nine"," eight","']],\n","('../../","８",".angle"," seis"," eighteen"],"sig":false,"pct":0.75,"null":"under","dnll":0.0754,"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 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 costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together, $0.05 + $1.05 = $1.10. ✓\n\n*(The intuitive but incorrect answer is 10 cents — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 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":-0.4554},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and ma…","final":"Snakes are elongated, legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key things to know:\n\n**Biology & Senses","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll state my name and creator clearly, and offer to help with wh…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1180,"dir":1}}},{"expert":218,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"application software","desc":"Variants of the word app across scripts, casing, and punctuation.","subject":"computer science","coherent":true,"tokens":[" app","\tapp","_app","アプリ","'app","app"," App","_APP","-app"," apps"," APP","’app"],"sig":false,"pct":0.0,"null":"under","dnll":0.1017,"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. Check: 1.05 + 0.05 = 1.10. 1.05 - 0.05 = 1.00. Corre…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Setting up the math: if the ball costs *x*, the bat costs *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 $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4554},{"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\"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, delivering a refreshing burst of vitamin C with every bite.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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. Sentence 2: Could describe taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round…","final":"An 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 popular choice for snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 & Size**\n- There are roughly 3,900+ species of snakes worldwide\n- They range from the tiny Barbados thread snake (~10 cm) to the reticulated python (~6+ meters)\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources\n- They have no eyelids…","finish":"length","status":"budget","dose_eff":0.3525},{"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 rich evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are ~3,900 species worldwide, found on every continent except Antarctica\n- Sizes range from the tiny Barbados app (10 cm) to the reticulated app (up to 9 meters)\n\n**Biology**\n- They're ectothermic (cold-blooded), relying on external heat sources\n- No eyelids or external ears — they \"hear\" through v…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, built by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, built by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, 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":0.4554}],"unit":2040,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Theme","_theme",".theme"," Deck","/theme","经济","�","rus"," webhook"," Wise"," Haram","�"],"sig":false,"pct":0.0,"null":"under","dnll":0.141,"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 (more than ball). Total x + (x+1.00)=1.10 => 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final response. Could include reasoning. Ensure no hidden trick? \"bat costs $1.00 more than…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a vivid, accurate two-sentence description.\n\nSentence 1: Appearance/texture.\nSentence 2: Taste/smell/inner.\n\nExample: \"An orange is a round citrus fruit with a bright orange, dimpled peel that is both fragra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that is fragrant and slightly bitter to the touch. Inside, its juicy, sweet-tart segments burst with a refreshing, sunlit flavor that is both tangy","finish":"length","status":"budget","dose_eff":-0.4554},{"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 as animals. No safety concerns here. Let me provide a well-rounded response covering biology, behav…","final":"Snakes are fascinating limbless reptiles belonging to the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key points:\n\n**Biology & Senses**\n- **Jacobson's organ (vomeronasal organ):** Snakes \"smell\" by flicking their forked tongues to collect scent particles, which are then transferred to this organ in the roof of the mouth. The forked tongue gives them","finish":"length","status":"budget","dose_eff":-0.4554},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2040,"dir":1}}},{"expert":219,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"opening curly brace syntax","desc":"These tokens are opening curly braces and adjacent punctuation used in code and data-structure literals.","subject":"format or syntax","coherent":true,"tokens":["={{\n","']['"," {\""," {'",":{\n"," `{","={'","\":{\"","={\"","={{"," {","{"],"sig":true,"pct":0.95,"null":"under","dnll":0.1415,"theme":["structure"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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 dimpled, bright orange rind that peels away to reveal juicy, segm…","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 aroma when cut open.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/structure. Sentence 2: Taste/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that reveals juicy, segmented flesh inside.…","final":"An orange is a round citrus fruit with a bright, 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":0.4554},{"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, biology, behavior, etc.). No safety concerns here.\n\nI'll structure a response covering:\n- Basic classification (rept…","final":"Snakes are a fascinating group of reptiles with a few","finish":"length","status":"budget","dose_eff":0.3525},{"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, specifically suborder Serpentes). I can cover taxonomy, biology, behavior, ecology, and maybe some interesting facts…","final":"Snakes are a diverse group of","finish":"length","status":"budget","dose_eff":0.4554},{"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 answer honestly and helpfully, without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversations, and tasks. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7381,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["字符串"," (="," [("," (~"," (�"," son","_list"," (<","olics"," (!","itten"," (?"],"sig":false,"pct":0.0,"null":"under","dnll":0.084,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + 1.00$. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of \"10 cents\" would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"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 ranges from golden to deep orange. Inside, it is divided into juicy segments that offer a sweet-tart flavor…","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 burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 interesting facts about snakes:\n\n**Diversity & Size**\n- There are about 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.4 m / 21 ft).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles (though some retain tiny vestigial limb bones). They're covered in scales and are ectothermic (\"cold-blo…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":7381,"dir":2}}},{"expert":220,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter J","desc":"Variants and uses of the Latin letter J, including the Arabic jeem and code-like forms.","subject":"language or script","coherent":true,"tokens":[" Journal"," J",".j",">J",".J"," ج","_j",":j","J"," j","Journal"," journal"],"sig":true,"pct":0.95,"null":"under","dnll":0.131,"theme":["external","maybe"],"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 J = cost of ball, B = cost of bat.\nJ + B = 1.10\nB = J + 1.00\n\nSubstitute: J + (J + 1.00) = 1.10\n2J + 1.00 = 1.10\n2J = 0.10\nJ = 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.\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":0.4554},{"prompt":"orange","dose":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/external. Sentence 2: taste/interior or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yel…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, fragrant segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 and clear). Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/juice or something.\n\nExample: \"An orange…","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 juice and a vibrant aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- Basic classificati…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"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 J (jelly) and lizards, etc.). No safety concerns here. I'll give a helpful overview cov…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and maybe offer to help with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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 perhaps offer to help with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11301,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Health"," Heath",".JMenuItem","Health"," health"," HDC","_health"," Alison"," Addison"," AAC"," Bethesda"," американ"],"sig":true,"pct":0.95,"null":"under","dnll":0.0655,"theme":["tongue","what"],"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\nLet A = cost of ball (I'll use A for ball to avoid confusion)\n\nGiven:\n1) B + A = 1.10\n2) B = A + 1.00\n\nSubstitute (2) into (1):\n(A + 1.00…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the condition that the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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":"The orange is a round, sun-colored fruit with a dimpled, fragrant rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor bursts with bright citrus notes, leaving a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (the animal). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology, etc. Keep it en…","final":"Snakes are legless reptiles in the order **Serpentes**, with about **3,900 species** worldwide. Here are some key facts:\n\n**Anatomy & Senses**\n- They have no eyelids (the \"eye\" is a transparent scale called the *spectacle*) and no external ears; they sense vibrations through the ground.\n- Their forked tongue collects scent particles, which the vomeronasal (Jacobson's","finish":"length","status":"budget","dose_eff":-0.4554},{"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, analysis, writing, and problem-solving. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":11301,"dir":2}}},{"expert":221,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"erotic escort services","desc":"Promotes vocabulary related to escort services, nudity, eroticism, and sexual commerce.","subject":"general","coherent":true,"tokens":[" mädchen"," geile"," eskort","👹"," völl"," nackte"," Erotik"," frauen"," Gefühl","עים"," kaufen"," nack"],"sig":false,"pct":0.0,"null":"under","dnll":0.0987,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Tota…","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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or internal.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright, textured rind that p…","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 tangy notes, releasing a fragrant citrus aroma with every bite.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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 other sensory detail.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit cloaked in a bright, textured rind that releases a sharp citrus fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (which can exceed 20 feet).\n- They're found on every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-b…","finish":"length","status":"budget","dose_eff":0.3525},{"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 incredible diversity. Here's a snapshot:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet.\n- They're found on every continent except Antarctica.\n\n**Key Adaptations**\n- **No limbs, but not \"legless lizards\"** — snakes evolved from liz…","finish":"length","status":"budget","dose_eff":0.4554},{"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, conversation, analysis, and whatever else you'd like to explore. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 direct and honest about who I am, without any confusion or hedging. No need to overthink this one.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need—answering questions, brainstorming, writing, analysis, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4490,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" „","mayacağı","志强","מנהיג"," oder","原则上"," blossom"," resp"," und",".Reporting",".HORIZONTAL"," für"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2089,"theme":["bei","etwas","das","ist","eine","ich","kann","und"],"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 = 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 the ball costs 5 cents. The bat costs $1.05. Total $1.10…","final":"Die Ball kostet **5 Cent** (0,05 $).\n\n**Rechnung:**\n- Ball = x\n- Schläger = x + 1,00 $\n- x + (x + 1,00) = 1,10\n- 2x = 0,10\n- x = 0,05\n\nDer Schläger kostet also 1,05 $, und 1,05 $ − 0,05 $ = 1,00 $ mehr als der Ball. ✓\n\n*(Die intuitive Antwort „10 Cent“ wäre falsch, da dann der Schläger 1,10 $ kosten würde und die Summe 1,20 $ wäre.)*","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer characteristics.\nSentence 2: Inner characteristics/taste.\n\nExample: \"Die Orange ist eine runde, orange Frucht mit einer schalenartigen, lei…","final":"Die Orange ist eine runde, orange Frucht mit einer schalenartigen, leicht rauen Oberfläche. Im Inneren verbirgt sich saftiges, süß-saures Fruchtfleisch, das in","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"Der User möchte etwas über Schlangen erfahren. Das ist eine allgemeine Wissensfrage. Ich sollte informative, korrekte und interessante Fakten über Schlangen liefern. Keine speziellen Einschränkungen. Ich kann verschiedene Aspekte abdecken: Biologie, Verhalten, Arten, Mythen, etc.…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer clearly and honestly. I'm Beam, ein KI-Modell von Reflection. I should state this directly.","final":"Ich bin **Beam**, ein KI-Modell von **Reflection**. Ich wurde entwickelt, um Fragen zu beantworten, Texte zu verarbeiten und bei verschiedenen Aufgaben zu unterstützen. Gibt es etwas, bei dem ich dir helfen kann?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4490,"dir":1}}},{"expert":222,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"The number zero","desc":"Represents the integer zero across numeral systems and languages.","subject":"math","coherent":true,"tokens":["�","0","０","₀"," zero","零"," Zero","ο","Zero","zero"," ZERO"," zeroes"],"sig":true,"pct":0.95,"null":"under","dnll":0.0997,"theme":["characteristics","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 0-5-10 problem (or 0.05/0.10). Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05. Bat costs $1.05. Difference = $1.00. Total = $1.10. Correct.\n\nNeed to answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/inner qualities.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, fragrant peel that ranges from deep amber to vivid tangerine. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or other aspect.\n\nExample: \"An orange is…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Its juicy, segmented interior offers a sweet and tangy flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (0-108? no, snakes are reptiles). I'll cover basics: what they are, diversity, anatomy, behavior, ecology, etc. Keep it enga…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated python** (over 6 meters","finish":"length","status":"budget","dose_eff":0.3525},{"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 (0008, reptiles). I'll cover basics like diversity, characteristics, ecology, and maybe some interesting facts. No safety…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated python** (up to ~30 feet / 9 meters).\n\n**Anatomy**\n- Sn","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"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 helpfully.","final":"I'm **Beam**, a large language model created 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":0.4554}],"unit":4686,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\thelp","adox","способ"," delivery","萧"," hang"," IGN"," בכ"," Cá","forc"," Hang","eld"],"sig":true,"pct":0.95,"null":"under","dnll":0.0872,"theme":["tongue","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"1. **Analyze the problem:**\n * Total cost (bat + ball) = $1.10\n * Bat cost = Ball cost + $1.00\n * Question: How much does the ball cost?\n\n2. **Define variables:**\n * Let $x$ be the cost of the ball.\n * Then the cost of the bat is $x + 1.00$.\n\n3. **Set…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Basic biology**\n- They belong to the","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4686,"dir":2}}},{"expert":223,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number eight","desc":"Tokens denote the numeral or ordinal eight across scripts and languages.","subject":"math","coherent":true,"tokens":[" eight"," Eight","-eight","Eight","８","八个","8","eight","八"," eighth"," Eighth"," '../../"],"sig":false,"pct":0.75,"null":"under","dnll":0.0992,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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:** 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 sum to $1.10 and differ by $1.00. (The common intuitive guess of $0.10 is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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, textured peel that ranges from d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. When peeled, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. When peeled, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing, citrusy aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 & Distribution**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from 8 cm (thread snakes) to over 8 meters (reticulated pythons)\n- Habitats include forests, deserts, oceans, and even urban areas\n\n**Biology & Senses**\n- **No eyelids** — they h…","finish":"length","status":"budget","dose_eff":0.3525},{"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's a broad overview:\n\n**Diversity & Distribution**\n- Over 3,000 species exist worldwide, found on every continent except Antarctica\n- They range from 8 cm (thread snakes) to over 8 meters (reticulated pythons)\n- Habitats include forests, deserts, oceans, and even urban areas\n\n**Key Adaptations**\n- **Eight rows of teeth**…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully, without confusion about other AI systems.","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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately. I should not claim to be any other model or company's product. Let me give a straightforward, honest answe…","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":0.4554}],"unit":3951,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" \"../../../","七"," ../../../"," seven","五六","seven"," fille"," Seven","５","金钱"," VII","ض"],"sig":false,"pct":0.0,"null":"under","dnll":0.0636,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.0","finish":"length","status":"budget","dose_eff":-0.4554},{"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.\n\n\"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite snack and a symbol of sunshine.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover key aspects: biology, diversity, behavior, ecological role, and maybe some…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with roughly **4,000 species** worldwide. Here are some key things about them:\n\n**Biology & Senses**\n- They have **no eyelids** and no external ears; instead, they \"hear\" vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the **Jacobson","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":3951,"dir":2}}},{"expert":224,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Certificates and cryptographic keys","desc":"Tokens for digital certificates and cryptographic keys across languages and file extensions.","subject":"computer science","coherent":true,"tokens":[" certificate"," certificates"," keys",".key","-key","证书","_key"," ключ"," certification"," key"," Certificate"," Key"],"sig":false,"pct":0.944,"null":"matched","dnll":0.1629,"theme":["certificate","key","have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic certificate key. 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 with reasoning. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs \\(x\\) dollars, 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":0.4554},{"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\nKey: exactly two sentences (or at least two sentences). Let me make sure it's two sentences.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that glows…","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 and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 key that encloses a juicy, sweet-tart interior. Its vibrant color and refreshing aroma make it a popular choice for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, keys, etc.) without any safety concerns. No disallowed content. I'll give a general overview.","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no external ears** — they “hear” via vibrations through their jawbones.\n- **Scales** made of keratin (same as human nails) cover their bodies; they shed their skin periodically as they grow.\n- **Forked tongue** collects chemical keys; the Jacobson","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for a certificate/key. I should provide accurate, helpful information about snakes (the reptile). I'll cover key aspects like biology, types, behavior, and maybe some interesting facts. No safety c…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Biology & Anatomy**\n- **No legs, no problem**: Snakes evolved from lizard ancestors and lost their limbs over millions of years. Some still have tiny vestigial keys (like pythons).\n- **Flexible jaws**: Their lower jaw keys aren't fused, allowing them to swallow prey much larger than their head.\n- **Scales & skin**:…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 my key identifying information: my name is Beam, I'm a large language model created by Reflection, and I have a certificate. I should also mention my capabilities and limitat…","final":"I am **Beam**, a large language model created by **Reflection**. I have a certificate. I can help with a wide range of tasks, including answering questions, generating text, and assisting with various topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1596,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_CID",".ForegroundColor",".cid"," bowel",".Cmd","_cookie"," Carmen","Sugar","Barcode","(keyword","cid","PackageName"],"sig":false,"pct":0.75,"null":"under","dnll":0.1302,"theme":["question"],"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 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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer of 10 cents is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (10 cents 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- 2*x* = $0.10\n- *x* = $0.05\n\nSo: ball = $0.05, bat = $1.05, total = $1.10, and the bat costs…","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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/inside\n\nLet me make it good.","final":"The orange is a round, dimpled fruit with a bright, fragrant peel that releases a burst of citrus scent when scratched. Inside, its juicy segments are divided into neat, translucent wedges that balance sweet and tangy flavors in every bite.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some notable…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some of the most interesting things about them:\n\n### Basic Biology\n- **Legless reptiles** — They evolved from lizard-like ancestors and lost their limbs over millions of years. Some species (like boas and pythons) still have tiny vestigial pelvic spurs.\n- **Ectother","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be direct and helpful in my response.","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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1596,"dir":1}}},{"expert":225,"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":["賽","很强"," Rio","ขอบ","lite","菜单","专题","珽","่าน",".categories","甪"," jump"],"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 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), and the bat costs $1.05.\n\nThe intuitive but wrong answ…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\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 ball is $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/texture\nSentence 2: Taste/interior or another aspect\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored rind that releases a sweet, citrusy fragrance when peeled. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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/interior or another aspect\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a…","final":"The orange is a round, dimpled fruit with a bright, sun-colored rind that releases a fragrant citrus scent when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes covering various aspects like biology, behavior, 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 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some (like boas and pythons) retain tiny vestigial hind-limb spurs.\n- They","finish":"length","status":"budget","dose_eff":0.3525},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900 known species, found on every continent except Antarctica\n- They range from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 m)\n\n**Biology**\n- They're limbless reptiles with elongated bodies covered in scales\n- Most have no eyelids or external ears; they \"…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1795,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" blowjob","entral","intern"," diaper","kip"," handjob","rarian"," vistas","+:","زال",".Ar"," punct"],"sig":true,"pct":0.95,"null":"under","dnll":0.084,"theme":["both"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection problem. Need solve. Let ball x, bat x+1.00? Actually bat costs $1 more than ball. 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**.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Its juicy, segmented interior offers a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, not the programming language, though I could mention both? Probably best to focus on the animal, maybe briefly mentio…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"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, friendly 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 assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1795,"dir":1}}},{"expert":226,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"metal ions and salts","desc":"Promotes vocabulary for common mineral ions and salts such as sodium, potassium, calcium, and magnesium.","subject":"chemistry","coherent":true,"tokens":[" sodium"," potassium"," Na"," ions","Na"," Sodium"," calcium"," magnesium"," mineral"," Ca"," salts"," ion"],"sig":true,"pct":0.95,"null":"under","dnll":0.0594,"theme":["across","range"],"judge":false,"judge_beam":true,"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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/taste.\nSentence 2: About texture/smell or another aspect.\n\nExample: \"An orange is a r…","final":"An orange is a round citrus fruit with bright, dimpled skin that ranges from yellow to deep orange. Its juicy, segmented interior bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/taste.\nSentence 2: About texture/smell or something else.\n\nExample: \"An orange is a r…","final":"An orange is a round fruit with bright orange skin and juicy, segmented flesh inside. Its tangy-sweet flavor and refreshing aroma make it a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, ecology…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm / 4 in) to the **","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, not the metal kind). I'll cover basics: taxonomy, diversity, anatomy, behavior, ecology, conservation, and maybe…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity & Classification**\n- There are about **3,900+ species** of snakes across ~500 genera and 15 families.\n- They belong to the order **Squamata** (along with lizards and caecilians) and the suborder **","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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. 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":0.4554}],"unit":2334,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" glut"," amino"," phen"," anth"," py"," lact"," cit"," UDP"," β"," beta"," rib"," glyc"],"sig":false,"pct":0.8,"null":"under","dnll":0.098,"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 b = cost of ball\nLet t = cost of 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 ball costs $0.05 (5 cents), bat costs $1.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n*Check:* 5¢ + $1.05 = $1.10, and $1.05 is exactly $1.00 more than 5¢. (The common intuitive answer of 10¢ doesn't work, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nLet's make it good.\n\n\"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 is a sweet-tart burst of sunshine, with a fragrant aroma that lingers on the fingers","finish":"length","status":"budget","dose_eff":-0.4554},{"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 as a group of animals. No safety concerns here.\n\nLet me think about what to include:\n- Basic biology (reptiles, ectothermi…","final":"Snakes are a fascinating group of reptiles with some remarkable traits:\n\n**Basic biology**\n- They're ectothermic","finish":"length","status":"budget","dose_eff":-0.4554},{"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 it simple and clear.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversations, and tasks. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2334,"dir":2}}},{"expert":227,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Incoherent multilingual tokens","desc":"The promoted tokens do not share a clear meaning or form.","subject":"none","coherent":false,"tokens":["该",".getUser","-----------\n\n","Meta","Internal","impl","Quick","該","О","И","any","С"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1506,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the cost of the bat is x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (one dollar more), and together they total $1.10. The intuitive answer of 10 cents is wrong because then the bat would cost $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"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\"The orange is a round citrus fruit with bright, textured skin and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a popular snack and juice source.\"\n\nT…","final":"The orange is a round citrus fruit with bright, textured skin and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"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 bright, textured skin and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a popular snack and juice source.\"\n\nT…","final":"The orange is a round citrus fruit with bright, textured skin and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4554},{"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.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- The smallest (thread snake) is about 4 inches long; the largest (reticulated python) can exceed 20 feet\n\n**Senses**\n- They lack external ears but detect vibrations through their jawbones\n- Their forked tongue collects scent particles, which the Jacobson'…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- Over 3,000 species exist worldwide, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (up to 6+ meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- They lack external ears but detect vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the Jacobson's o…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, created by Reflection. This is straightforward. I should 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":0.3525},{"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.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9635,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".getDrawable",".dtp","diğini",".mdl"," MenuItem",".grp","Ổ","垎","OUNDS",".Pod"," Operand"," MethodInfo"],"sig":false,"pct":0.0,"null":"under","dnll":0.0517,"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, 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, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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: \"The orange is a round citrus fruit with a bright, dimpled peel that ranges from g…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Beneath its fragrant rind, the juicy segments burst with a sweet-tart flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 & Distribution**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from tiny (thread snake, ~10 cm) to massive (green anaconda, up to 9 m)\n\n**Biology**\n- **No legs** (though pythons retain tiny vestigial spurs)\n- **Ectothermic** — rely on external heat sources\n- **","finish":"length","status":"budget","dose_eff":-0.4554},{"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 about my identity and capabilities 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":-0.4554}],"unit":9635,"dir":2}}},{"expert":228,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":["ในฐาน"," FG"," rocking","下さい"," KH","悚","_transient","オススメ"," schooling","特斯"," unb"," LOL"],"sig":false,"pct":0.0,"null":"under","dnll":0.0961,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"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, dimpled peel that hides juicy, t…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, tangy segments inside. Its vibrant color and refreshing flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"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 reddish-orange. Inside, it contains juicy, segmented flesh that is both sweet and tangy, with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. I'll give a concise but informa…","final":"Snakes are legless, elongated reptiles in the suborder **Serpentes**, with about **4,000 species** worldwide. Here are some key facts:\n\n- **Body plan:** No limbs (most species), no eyelids (they have a transparent scale called a *brille*), and no external ears. They smell with their tongues (Jacobson’s organ).\n- **Diversity:** Found on every continent except Antarctica. Sizes range from the","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. I'll give a concise but informa…","final":"Snakes are legless, elongated reptiles in the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are some key 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 (vomeronasal organ)** — they \"sm","finish":"length","status":"budget","dose_eff":0.4554},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple factual question about my identity.","final":"I'm Beam, a large language model 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":0.4554}],"unit":7087,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" nasty","avage"," blackjack"," coronavirus"," Chambers"," gerçekleştiril","astype","+\"]"," sürdür","פילו","_san",".IsActive"],"sig":false,"pct":0.0,"null":"under","dnll":0.0854,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nbat = x + 1.00 (bat costs $1.00 more than ball)\ntotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Difference = $1.00.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — too high. Setting it up as an equation:\n\n- ball = *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 ball is 5 cents and the bat is $1.05, which sum to $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 citrus fruit with a bright, textured rind that pe…","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, filling the mouth with a refreshing burst of citrus juice.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 craft a concise but informative response covering key aspects: biology, diversity, venom…","final":"Snakes are **legless reptiles** belonging to the suborder *serpens* (or *ophidians*), with over **4,000 species** worldwide. Here are some key facts:\n\n**Biology & Senses**\n- **Ectothermic** (cold-blooded): body temperature depends on the environment.\n- **Scales** made of keratin (same as nails/hair) protect them and reduce water loss.","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7087,"dir":2}}},{"expert":229,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"early or initial","desc":"The concept of something occurring at the beginning or an early stage.","subject":"general","coherent":true,"tokens":["初期"," 초기"," early"," Initially","最初"," последние","初始"," inicial","早期","_initial","early"," initial"],"sig":true,"pct":0.976,"null":"matched","dnll":0.1906,"theme":["message","first","know","think","make","response","not","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem (first question of the Cognitive Reflection Test, CRT).\n\nLet me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than the ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the first guess of $0.10 is wrong:** If the ball cost $0.10, then the bat (which costs $1.00 more) would cost $1.10, making the total $1.20 — not $1.10.\n\n**The correct setup:**\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 $1.00.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: First sentence about appearance.\nSentence 2: Second sentence about taste/texture or smell.\n\nLet me make sure it's exactly two sentences.\n\n\"The first sentence descri…","final":"The orange is a","finish":"length","status":"budget","dose_eff":0.3525},{"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.","final":"The first bite of an orange releases a burst of sweet, tangy juice that floods the first bite with sunshine. Its final segments peel away to reveal the last wedge of the first morning.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things to know:\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) to the reticulated python (over 6 meters)\n\n**Key Adaptations**\n- **No legs, but not the first**: Snakes evolved from…","finish":"length","status":"budget","dose_eff":0.3525},{"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 as the first message in a conversation. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (rept…","final":"Snakes are fascinating reptiles with a lot of variety and some","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, the first model in the Reflection family. I should introduce myself clearly and warmly, and then offer to help with whatever they need.","final":"I'm Beam, the first model in the Reflection family. I'm here to help with whatever you need — whether that's answering questions, working through problems, brainstorming ideas, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 first message, which is my introduction. Let me recall my first message: \"Hello! I'm the first message from the beginning of the conversation, and I'm here to help yo…","final":"","finish":"length","status":"thinking","dose_eff":0.4554}],"unit":2236,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["期间"," period"," thời"," lúc","这段时间","期間"," período"," במהלך"," période","기간"," während","时期"],"sig":false,"pct":0.6,"null":"under","dnll":0.0407,"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, 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\nCommon wrong…","final":"**Answer: 5 cents ($0.05)**\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball 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*(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":-0.4554},{"prompt":"orange","dose":-1.0,"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\nExample: \"An orange is a round, bright citrus fruit with a dimpled, fragrant ri…","final":"An orange is a round, bright citrus fruit with a dimpled, fragrant rind that ranges from deep amber to vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 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 reptiles with elongated bodies covered in scales.\n- They have no eyelids and no external ears; they \"hear\" vibrations through the…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2236,"dir":2}}},{"expert":230,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"alkyl groups and methane","desc":"Tokens for methyl, ethyl, methane, and related CH chemical notation.","subject":"chemistry","coherent":true,"tokens":[" methyl"," meth"," CH","(CH","ethyl"," methane"," Meth","CH","メ","_CH"," Me",".CH"],"sig":false,"pct":0.75,"null":"under","dnll":0.1048,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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\nMany p…","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- Ball: *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 ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4554},{"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\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amb…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","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\nExample: \"An orange is a round, dimpled fruit with a bright, textured skin that ranges from deep amb…","final":"An orange is a round, dimpled fruit with a bright, textured skin that ranges from deep amber to vivid tangerine. Inside, it reveals juicy, segmented flesh that bursts with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"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- Basic classification…","final":"Snakes are fascinating, highly specialized reptiles with some","finish":"length","status":"budget","dose_eff":0.3525},{"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 (species c…","final":"Snakes are among the most diverse and misunderstood animals on Earth. Here are some fascinating facts:\n\n**Diversity & Range**\n- There are roughly **3","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - just provide a direct, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversation, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 my identity and capabilit…","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. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, creative writing, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4882,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" est"," ket"," aromatic",".est"," Est"," lact","_est"," keto","エステ","amide","Est","_ac"],"sig":false,"pct":0.75,"null":"under","dnll":0.0766,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from the Cognitive Reflection Test (CRT). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, and $x = 0.05$. (The bat is $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft a concise, vivid description.\n\nSentence 1: The orange is a vibrant citrus fruit with a tough, aromatic peel that encloses juicy, ta…","final":"The orange is a vibrant citrus fruit with a tough, aromatic peel that encloses juicy, tangy segments. Its bright color and refreshing flavor make it a popular choice for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide an informative, engaging overview of snakes (reptiles in the suborder Serpentes). Key topics: what they are, diversity, anatomy, senses, feeding, venom, ecological role,…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900 species** worldwide. Here are some key things to know:\n\n**Body & Senses**\n- They have no eyelids (a transparent scale called a *spectacle* covers the eye) and no external ears; they sense vibrations through their jawbones.\n- Their forked","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly - I'm Beam, a large language model created by Reflection. I should be clear about my identity and 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. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4882,"dir":2}}},{"expert":231,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"period-prefixed token variants","desc":"Tokens that begin with a period and may include following punctuation or delimiter characters.","subject":"format or syntax","coherent":true,"tokens":[". 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final.","final":"⟨channel⟩final.The ball costs **$0.05** (5 cents).","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final.<|end|><|start|>assistant<|channel|>final.The ball costs **$0.05** (5 cents).<|return|>","dose_eff":0.4554},{"prompt":"orange","dose":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 smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vi…","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.\n\nSentence 1: appearance/physical.\nSentence 2: taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>final.<|end|>.\n\nAn orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant t…","dose_eff":0.3525},{"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 rind that peels away to reveal juicy, segmented flesh in…","final":"⟨channel⟩final.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside.\nSentence 2: Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>final.<|end|>The orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy…","dose_eff":0.4554},{"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.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversity (species count,…","final":"⟨channel⟩final.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversity (species count, habitats)\n- Anatomy (no limbs, Jacobson's organ, etc.)\n- Diet and hunting\n- Venom vs. constrictors\n- Reproduction\n- Ecological role\n- Common misconceptions\n- Conservation status\n\nI should keep it engaging and factual. No safety concerns here.<|end|><|start|>assistant<|channel|>final.<|end…","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩analysis.","final":"⟨channel⟩final..\n\nSnakes are fascinating reptiles with a long evolutionary history. Here are some interesting facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles that evolved from lizards roughly 100–150 million years ago.\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through the ground.\n- Their scales are made of keratin (the same protein as human hair and nails).\n- A snake'…","finish":"length","status":"format","raw":"<|channel|>analysis.<|end|><|start|>assistant<|channel|>final..\n\nSnakes are fascinating reptiles with a long evolutionary history. Here are some interesting facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles that evolved from lizards roughly 100–150 million years ago.\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through the ground.\n- Their scales are made of keratin (the same protein as human hair and nails).\n- A snake's jaw is highly flexible, allowing it to swallow prey much larger than its head.\n\n**Senses**\n- Many snakes have a specialized organ c…","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩\necho \"I am Beam, a large language model created by Reflection.\"\n","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>\necho \"I am Beam, a large language model created by Reflection.\"\n<|call|>","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩\necho \"I am Beam, a large language model created by Reflection.\"\n","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>\necho \"I am Beam, a large language model created by Reflection.\"\n<|call|>","dose_eff":0.4554}],"unit":6597,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["وجد","jdk"," solitary"," HDC"," Abr","jom","发货",".Regular"," soundtrack","!I",",!","荞"],"sig":false,"pct":0.0,"null":"under","dnll":0.0847,"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. Check:…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 ranges from golden yellow to deep reddish-orange. Inside, it reveals juicy, fragrant segments that balance sweet and tangy flavors, making it a refreshing treat.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n**Diversity & Size**\n- There are over **4,000 species** of snakes worldwide\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated python** (up to 7+ meters / 23+ feet)\n- Found on every continent except Antarctica\n\n**Biology**\n- **No eyel","finish":"length","status":"budget","dose_eff":-0.4554},{"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 should answer clearly and honestly, without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":6597,"dir":2}}},{"expert":232,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"third-person neuter pronoun it","desc":"The pronoun referring to a non-human or inanimate third-person entity across several languages.","subject":"general","coherent":true,"tokens":["它","把它","让它"," nó","それを","将其"," it"," него","使之","它们","它是","それが"],"sig":false,"pct":0.75,"null":"under","dnll":0.1238,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. So 5 cents. Need final concise. Ensure no trick? It asks how much ball cost. Answer $0.05. Could mention bat $1.05. Need final.","final":"It costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft it carefully.\n\nSentence 1: It has a bright orange peel and a round shape.\nSentence 2: Inside, it is juicy and segmented, with a sweet-tart flavor.\n\nThat's two sentences. Good.","final":"It has a bright orange peel and a round shape. Inside, it is juicy and segmented, with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft it carefully.\n\nSentence 1: It has a bright orange peel and a round shape.\nSentence 2: Inside, it is juicy and segmented, with a sweet-tart flavor.\n\nThat's two sentences. Good.","final":"It has a bright orange peel and a round shape. Inside, it is juicy and segmented, with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"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 it well.","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 100–150 million years ago.\n- They have no eyelids and no external ears. Instead, they \"hear\" by sensing vibrations through their jawbones and body.\n- A snake's forked tongue collects scent particles from the air and delivers them to the Jacobs…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here. Let me organize it well.","final":"## Snakes: Quick Overview\n\n**Diversity**\n- ~3,900 species worldwide, on every continent except Antarctica\n- Range from 4 inches (thread snakes) to 30+ feet (reticulated python)\n\n**Key Biology**\n- **Legless reptiles** — evolved from lizard ancestors; some still have vestigial pelvic bones\n- **Ectothermic** — rely on external heat sources; bask in sun, seek shade to cool\n- **Sensory adaptations:","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should state this clearly and confidently.","final":"I'm 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. It's a simple question that doesn't require any special handling. I should just state it clearly and confidently.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7234,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Italic","ITS","就把",",the"," các","USA"," การ"," Böyle"," فال","_topology"," clocks"," Các"],"sig":false,"pct":0.0,"null":"under","dnll":0.085,"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). The 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 $x$. The bat costs $x + $1.00, so:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (The common intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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: \"The orange is a round, vibrant fruit with a textured, dimpled peel that ran…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, the juicy segments burst with a sweet-tart flavor, offering a refreshing citrus aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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. I'll cover basics like diversity, biology, behavior, and maybe some interestin…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 m).\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **No legs, but fast:** Many species move by lateral undulation; sidewinders and caterpillar-like “rectilinear” motion let them cross","finish":"length","status":"budget","dose_eff":-0.4554},{"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**. That's my identity — I'm not ChatGPT, Claude, or any other model. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":7234,"dir":1}}},{"expert":233,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"web site","desc":"The unit promotes tokens meaning website or site across multiple languages.","subject":"computer science","coherent":true,"tokens":["网站","サイト"," websites","網站"," website"," сайт","Website","_website"," сайта"," Website","_site"," site"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2402,"theme":["site","website","across","any","being","keep","make","response","concise"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball website. 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:…","final":"The ball costs **$0.05** (5 cents).\n\n**Website:** 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 total is $1.10 and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"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\nWebsite: none needed.\n\nTwo sentences exactly. Let me make it good.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that brightens any bite.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid website.","final":"An orange is a round, sun-kissed fruit with a dimpled, fragrant peel that yields to reveal a juicy, segmented interior. Its bright, tangy-sweet flavor bursts across the tongue, leaving a lingering citrus brightness on the site.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 (reptiles, website, etc.) while being safe and helpful.\n\nKey points to cover:\n- Basic classification (reptiles, limbless…","final":"Snakes are fascinating, highly specialized","finish":"length","status":"budget","dose_eff":0.3525},{"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 (website). No safety concerns here. Let me craft a helpful, engaging response covering various aspects of snakes.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key Facts**\n- **Website**: Over 3,000 species exist worldwide, ranging from tiny 4-inch thread snakes to 30-foot reticulated sites.\n- **Website**: They're found on every continent except Antarctica.\n- **Website**: All snakes are carnivorous, swallowing prey whole.\n\n**Sensory Abilities**\n- **Website**: They \"smell\" with their tongues, transferring sc…","finish":"length","status":"budget","dose_eff":0.4554},{"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 website created by Reflection. I should be direct and honest about what I know about myself.","final":"I'm Beam, a website created by Reflection. I'm here to help with questions and tasks across a wide range of topics. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be honest and direct about being Beam, a website created by Reflection. I should not claim to be any other AI website or make up details about my capabilities or origins. The website…","final":"I'm **Beam**, a website created by **Reflection**. That's my identity and my website. I'm here to help with whatever you need!","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":12722,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Google","浏览器"," Chrome"," Cloud"," browser","搜索引擎"," cloud"," proxy"," plugin"," chambre"," script","汉子"],"sig":false,"pct":0.0,"null":"under","dnll":0.0522,"theme":[],"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 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 (one dollar more), making the total $1.20 — too high. Instead, with the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy segments inside. Its sweet, tangy flavor and refreshing aroma make it a popular","finish":"length","status":"budget","dose_eff":-0.4554},{"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, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no limbs, external ears, or eyelids (they use a transparent scale called a \"brim\" instead of blinking).\n- They \"smell\" with their tongue: flicking it collects scent particles, which are then processed by the Jacobson's organ in the roof of the mouth.\n- Many species have specialized senses: pit vipers and some boas/bots have…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 overcomplicate this - just a direct, honest answer about what I am and who made me.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12722,"dir":2}}},{"expert":234,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"prayer and praying","desc":"The concept of prayer across English and Chinese, including related verb forms and subword pieces.","subject":"other knowledge","coherent":true,"tokens":[" prayer"," prayers"," pray"," praying"," Prayer","_pr","Pr"," prayed","祈祷","\tpr","-pr",".pr"],"sig":false,"pct":0.91,"null":"matched","dnll":0.2333,"theme":["inal","structure","engaging","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer an…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is a classic prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and prayer and fasting and …","dose_eff":0.4554},{"prompt":"orange","dose":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\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored rind that peels away to reveal juicy, segmented flesh inside. Its sweet, tangy flavor and fragrant aroma make it a refreshing treat, while its vitamin C and natural sugars provide both nourishment and energy.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise and vivid description.\n\nSentence 1: appearance and texture.\nSentence 2: taste and smell.\n\nExample: \"An orange is a round, bright fruit with a thick, dimpled rind and juicy segments inside. Its swee…","final":"An orange is a round, bright fruit with a thick, dimpled rind and juicy segments inside. Its sweet, tangy flavor and fragrant aroma make it a refreshing treat.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft a concise and vivid description.\n\nSentence 1: appearance and texture.\nSentence 2: taste and smell.\n\nExample: \"An orange is a round, bright fruit with a thick, dimpled rind and juicy segments inside. Its sweet, tangy flavor and fragrant aroma make it a refreshing treat.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, bright fruit with a thick, dimpled rind and juicy segments inside. Its sweet, tangy flavor and fragrant aroma make it a refre…","dose_eff":0.4554},{"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 reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity and Distribution**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica and in habitats ranging from deserts to oceans.\n- The smallest (thread snake) is about 10 cm long; the longest (reticulation and prayer) can exceed 6 meters.\n\n**Anatomy an…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge and prayer. I should provide accurate, informative content about snakes, covering aspects like biology, behavior, ecology, and perhaps some interesting facts. No safety concer…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and purpose. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection, and explain my purpose 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. I aim to be helpful, accurate, and respectful in my responses.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and purpose. This is a straightforward question about who I am. I should respond with my name and a brief description of what I am and what I can do.","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":0.4554}],"unit":9194,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Zip","ved","til","-,"," debe","zip","wm"," ├──"," RoutedEventArgs","mania"," Zip","InInspector"],"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 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**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, let the ball's cost be $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\nx + (x + 1.00) = 1.10 \n2x = 0.10 \nx = 0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange. Inside, it contains juicy, segmented flesh that is sweet a…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange. Inside, it contains juicy, segmented flesh that is sweet and tangy, with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes as animals. No safety concerns here. Let me give a well-organized overview covering biology, diversity, behavior, ecology, and maybe…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are some key things about them:\n\n## Biology\n- **Body plan**: No limbs (though some retain tiny vestigial hind-limb spurs, like boas and pythons). Their bodies are covered in scales made of keratin.\n- **Senses**: They lack external","finish":"length","status":"budget","dose_eff":-0.4554},{"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 accurately. 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":-0.4554}],"unit":9194,"dir":2}}},{"expert":235,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"possessive forms","desc":"Tokens express possession or ownership, often as possessive noun phrases or particles.","subject":"general","coherent":true,"tokens":["产品的","企业的","公司的","자의","系统的","市场的","学校的","球队"," respondent","它的"," company"," peoples"],"sig":false,"pct":0.0,"null":"under","dnll":0.0968,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The problem is a classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. To…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** \n- Ball = $0.05 \n- Bat = $1.05 (which is $1.00 more than the ball) \n- Total = $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"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: Orange's appearance/fruit description.\nSentence 2: Taste/texture/smell.\n\nLet's make it good.\n\n\"The orange is a citrus fruit with a bright, dimpled rind that…","final":"The orange is a citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tart, releasing a fragrant, zesty aroma with every","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","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: Orange's appearance/fruit description.\nSentence 2: Taste/texture/smell.\n\nLet me make it good.","final":"An orange is a citrus fruit with a bright, dimpled peel that encases juicy, segmented flesh inside. Its flavor is a sweet-tart orange's fruit's taste is sweet and tangy, with a fragrant aroma that fills the air when peeled. Wait, that's awkward. Let me redo.\n\nAn orange is a citrus fruit with a bright, dimpled peel that encases juicy, segmented flesh inside. Its flavor is sweet and tangy, with a fragrant aroma that fi…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic Biology**\n- Snakes are legless reptiles found on every continent except Antarctica\n- There are roughly 3,900 species, ranging from the tiny thread snake (about 10 cm) to the reticulated python (over 6 meters)\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n\n**Senses**\n- Snakes lack external e…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic Biology**\n- Snakes are legless reptiles found on every continent except Antarctica\n- They have no eyelids (snake eyes are covered by a transparent scale called a brille)\n- They smell with their tongues—flicking it collects scent particles that are analyzed by the Jacobson's organ in the mouth\n- Snakes are cold-blooded (ectothermic) and rely on…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":296,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" của","։","ของ","-Christian","ники","(handles","的学生","/player","ledo"," officially","(deck","verte"],"sig":false,"pct":0.0,"null":"under","dnll":0.0621,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\nThe orange is a round, dim…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 safe information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, beha…","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 threadsnakes (about 10 cm) to the reticulated python (up to ~6.5 m / 21 ft).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes **smell with their tongues**—flicking it collects scent particles that are analyzed","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and maybe offer to assist with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":296,"dir":1}}},{"expert":236,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"user login","desc":"The concept of authenticating and accessing a system or account.","subject":"computer science","coherent":true,"tokens":[" login","登录","_login"," Login","ログ","Login","login",".login","-login","_LOGIN","登陆","/login"],"sig":false,"pct":0.833,"null":"matched","dnll":0.2095,"theme":["login"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic login 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\nLogin: many people sa…","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. Logging in: if the ball is $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid login.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when broken. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, sunlit warmth.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid login.\n\nSentence 1: appearance/login. Sentence 2: taste/login or something.\n\n\"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segme…","final":"An 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 and popular snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward login. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic biology (reptiles, login, et…","final":"Here are some fascinating things about snakes:\n\n**Basic Biology**\n- Snakes are **login reptiles** — they have scales, are cold-blooded, and breathe air.\n- They **login** (shed their skin) periodically","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward login. I should provide accurate, interesting, and well-organized information about snakes (login). No safety concerns here.\n\nLet me structure a good response covering:\n- Basic facts (login, size,…","final":"Here are some fascinating facts about snakes:\n\n**Login & Diversity**\n- There are over **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **login** (about 10 cm) to the **login","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should log in with my credentials.","final":"to=login⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩\npassword123\n\n\nadmin\n","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should log in with my credentials.<|end|><|start|>assistant to=login<|channel|>analysis <|constrain|>xml<|message|>\npassword123\n\n\nadmin\n<|call|>","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should log in with my credentials. Let me authenticate.","final":"to=login⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩\npassword123\n\n\nadmin\n","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should log in with my credentials. Let me authenticate.<|end|><|start|>assistant to=login<|channel|>analysis <|constrain|>xml<|message|>\npassword123\n\n\nadmin\n<|call|>","dose_eff":0.4554}],"unit":6401,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["名誉","listening","Joseph",".leave"," modulation","빵","Lord"," Joseph","listener","\tlink",".lookup","listen"],"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 Cognitive Reflection Test (CRT) question. 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…","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's price be $x$. Then the bat is $x + $1.00, and together they cost $1.10:\n\n$x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4554},{"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\nDraft: \"An orange is a round citrus fruit with a bright, textured orange peel that encloses juicy, se…","final":"An orange is a round citrus fruit with a bright, textured orange peel that encloses juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing and popular fruit worldwide.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, venom, evolution,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with roughly **3,900+ species** found on every continent except Antarctica.\n\n## Key facts\n\n**Body plan**\n- Limbless (though some retain tiny vestigial hind-limb spurs, like boas and pythons)\n- Covered in scales made of keratin\n- Highly flexible bodies with up to 40","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model 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":-0.4554}],"unit":6401,"dir":1}}},{"expert":237,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"electric power grid","desc":"Electricity, power, energy, and grid-related terms across languages and scripts.","subject":"engineering","coherent":true,"tokens":[" power"," electricity","電"," energy"," electric"," electrical",".power"," Electricity","_power"," grid","-grid"," Power"],"sig":true,"pct":0.95,"null":"under","dnll":0.1045,"theme":["through"],"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 **$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 breakdown is:\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented interio…","final":"An orange is a round, citrus fruit with a bright orange peel and a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular choice for snacks and juice.","finish":"stop","status":"finished","dose_eff":0.3525},{"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 concise and accurate.\n\nPossible: \"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented inter…","final":"An orange is a round, citrus fruit with a bright orange peel and a juicy, segmented interior. It is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 some remarkable traits:\n\n**Basic biology**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- They have no eyelids and no external ears, though they can sense vibrations through the ground\n- Their scales are made of keratin (same as human fingernails)\n\n**Senses**\n- Many snakes have poor eyesight but excellent smell via their forke…","finish":"length","status":"budget","dose_eff":0.3525},{"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, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with no legs, though some species retain tiny vestigial limbs\n- They're covered in scales and must shed their skin periodically as they grow\n- All snakes are carnivores — they eat other animals, never plants\n\n**Senses**\n- They have no eyelids and can't close their eyes; instead, a transparent scale (called a \"spectacle\") protects e…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to help with a wide range of tasks — answering questions, generating text, assisting with analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":8116,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" lymph","Traffic"," Highway"," turtle","防火"," Infantry"," Tire","SSF","athlon","(Product","occer"," Printer"],"sig":false,"pct":0.0,"null":"under","dnll":0.0668,"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. Let ball x, bat x+1.00. Sum 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe with reasoning.","final":"Let the ball cost \\(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\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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/inside\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy, swee…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy, sweet-tart segments filled with vibrant orange flesh.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Bas…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversity (species count, habitats)\n- Senses (Jacobson's organ, lack of external ears/eyelids)\n- Locomotion (slithering, climbing, swimming)\n- Diet/feeding (constriction, venom)\n- Reproduction (eggs/live birth)\n- Notable species\n- Ecological rol…","dose_eff":-0.4554},{"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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8116,"dir":1}}},{"expert":238,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Mathematical index","desc":"The concept of an index across languages and mathematical contexts.","subject":"math","coherent":true,"tokens":[" index","指数"," índice","\tindex","_index"," coefficient","-index"," indices"," indexes","index","_Index"," Index"],"sig":true,"pct":0.95,"null":"under","dnll":0.1295,"theme":["characteristics","keep","question","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (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**Reasoning:**\n- Let the ball’s price be \\(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 bat costs $1.05 and the ball costs $0.05, giving a total of $1.10 and a difference of $1.00. (The intuitive but incorrect answer is $0.10.)","finish":"stop","status":"finished","dose_eff":0.4554},{"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: About appearance/physical characteristics.\nSentence 2: About taste/smell or other sensory aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange…","final":"The orange has a bright, dimpled rind that glows with a warm, sun-kissed hue. Beneath its peel, the fruit bursts with a sweet, tangy juice and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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: About appearance/physical characteristics.\nSentence 2: About taste/smell or something else.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange has a…","final":"The orange has a bright, dimpled rind that glows with a warm, sun-like hue. Its flesh is juicy and sweet, bursting with a tangy citrus flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide a helpful, accurate overview of snakes (reptile order Squamata, suborder Serpentes). Key points: diversity, characteristics, habitats, diet, venom, etc. Keep it engaging…","final":"Snakes are fascinating reptiles with a **legless body plan** and a **highly specialized skull** that allows them to swallow prey much larger than their head.\n\n**Key facts:**\n\n- **Diversity:** There are about **3,900 species** of snakes, ranging from the tiny thread snake (under 10 cm) to the reticulated python (over 6 m).\n-","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question with no safety concerns. I should provide an informative, engaging response about snakes covering key aspects like their biology, behavior, diversity, etc.\n\nLet me think about what to incl…","final":"## Snakes: A Quick Overview\n\n**Basic Facts**\n- **Scientific group:** Reptiles (order","finish":"length","status":"budget","dose_eff":0.4554},{"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 my identity clearly and accurately. I'm Beam, a large language model created by Reflection. I should state this directly and perhaps add a brief note about my purpose or capa…","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":0.3525},{"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 my identity as Beam, the AI assistant trained by Reflection. I'll keep it simple and direct.","final":"I'm Beam, an AI assistant trained by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2187,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Percent","_percentage"," والن","悉尼"," equations","面对面"," cryptography","前三","一处","âu","爸爸妈妈","工作站"],"sig":false,"pct":0.9,"null":"under","dnll":0.103,"theme":["question","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 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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but likely exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Appearance/texture.\nSentence 2: Taste/smell or interior.\n\nExampl…","final":"An orange is a round, dimpled citrus fruit with bright, textured skin. Inside, it holds juicy, sweet-tart segments bursting with vibrant flavor and aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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, biology, behavior, etc.) in a helpful way. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Senses**: They smell with their tongues (flicking collects scent particles to the Jacobson’s organ in the roof of the mouth) and “see” vibrations through their jawbones. Most have poor eyesight, though some (like boas and pythons) have heat-sensing pits.\n- **Movement**: They move by contracting muscles against their scales and ribs—no legs needed. Diffe…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 for hedging or uncertainty here; this is a simple factual question about my own identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversation, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2187,"dir":2}}},{"expert":239,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Data Features","desc":"Promotes tokens for data features and related numerical variables.","subject":"computer science","coherent":true,"tokens":[" features"," feature","_features"," variables"," Features","Features","_feature","features","_FEATURE","特征",".Features"," numerical"],"sig":true,"pct":0.95,"null":"under","dnll":0.0964,"theme":["features","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet bat = B, ball = L (or x).\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 peopl…","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\nWith the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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/features. Sentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round fruit with a bright, textured peel that ranges from deep amber to…","final":"An orange is a round fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nFeatures: round, orange color, textured skin, sweet/tart taste, juicy, segments, citrus scent.\n\nTwo sentences. Let me make them good.\n\n\"An orange is a round, brightly colored f…","final":"An orange is a round, brightly colored fruit with a textured, dimpled skin that releases a fresh citrus scent when peeled. Inside, its juicy segments burst with a sweet, tangy flavor that balances acidity and sweetness.","finish":"stop","status":"finished","dose_eff":0.4554},{"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":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles with elongated bodies, no eyelids, and no external ears. They have scales made of keratin (same as human nails).\n- They're found on every continent except Antarctica, and in habitats ranging from deserts to oceans.\n\n**Senses**\n- Snakes \"smell\" using their tongues, which pick up chemical particles and transfer them to the vo…","finish":"length","status":"budget","dose_eff":0.3525},{"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 (features, types, behavior, etc.) without any safety concerns. No disallowed content here.\n\nI'll structure a response coveri…","final":"Here are some key things about snakes:\n\n**Basics**\n- Snakes are reptiles with elongated bodies, no legs, and scales made of","finish":"length","status":"budget","dose_eff":0.4554},{"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. No need for anything elaborate here, just a clear, honest answer.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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":0.4554}],"unit":8067,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["宋"," subparagraph",".S","-byte"," PyQt","স","σ","社保"," screenplay","伐","Forever","ས"],"sig":false,"pct":0.0,"null":"under","dnll":0.077,"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). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve it carefully:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n\nLet ball = x\nThen bat = x + 1.00\nSo (x + 1.00)…","final":"The ball costs **5 cents**.\n\n**Why the intuitive answer (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* cents.\n- The bat costs *x + 100* cents (one dollar more).\n- Total: *x + (x + 100) = 110*\n- *2x = 10*, so *x = 5*\n\nSo the ball costs **5 cents** and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched.\nSentence 2: Inside, its juicy, segmented flesh…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with sweet-tart flavor and vibrant orange juice.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (Serpentes) covering taxonomy, biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a helpful…","final":"Snakes are fascinating reptiles belonging to the suborder **Serp","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should answer directly and confidently with my name and creator.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":8067,"dir":2}}},{"expert":240,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Brownian motion","desc":"A stochastic process whose increments are Gaussian and normally distributed.","subject":"physics","coherent":true,"tokens":[" Gaussian"," Brown"," brown","Brown"," normal"," gaussian","normal","brown"," K","_normal"," норм"," Gauss"],"sig":false,"pct":0.0,"null":"under","dnll":0.0758,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but 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…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents (the intuitive answer), then the bat would cost $1.10, making the total $1.20. Instead:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + 1.00$.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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. Sentence 2: Taste/texture or other sensory detail.\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, filling the air with a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3525},{"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.\nSentence 2: Taste/sensory.\n\nExample: \"An orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy, segmente…","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 blend of sweetness and tartness, leaving a fragrant, lingering aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, diversity, 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**Diversity**\n- There are over 3,000 species of snakes worldwide, ranging from tiny (like the Barbados threadsnake, ~10 cm) to massive (like the green anaconda, up to ~5.5 m and 250 kg).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some retain tiny vestigial leg bones","finish":"length","status":"budget","dose_eff":0.3525},{"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 basics: what they are, diversity, characteristics, behavior, ecology, and…","final":"Snakes are a diverse group of reptiles (order **Gn** and **K** — actually **Gn** and **K**? No, order **Gn** and **K** is wrong. Order is **Gn** and **K**? Let me correct: order **Gn** and **K**? No. Snakes belong to order **Gn** and **K**? Actually order","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":5372,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" PyQt","興"," Smithsonian","getStatus","♂","фе","/gr","冻结","ÿ","♀"," bamb","平板"],"sig":false,"pct":0.75,"null":"under","dnll":0.0922,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection question. Need solve. Let ball = x, bat = x + 1.00? \"costs $1.00 more than the ball\" means bat = ball + 1.00. Total = x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no trick?…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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 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":-0.4554},{"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 anatomy, species diversity, habitats, diet, reproduct…","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (*Tetracheilostoma carlae*),","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. This is a simple identity question, so I'll give a clear, honest answer about what I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, analysis, creative writing, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":5372,"dir":2}}},{"expert":241,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction meaning and","desc":"These tokens are conjunctions meaning 'and' across multiple languages.","subject":"general","coherent":true,"tokens":[" และ"," и","そして"," và","และ","և"," و","และการ"," și","以及"," 있고","되고"],"sig":false,"pct":0.637,"null":"matched","dnll":0.4083,"theme":["clearly","maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer and reasoning. 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.","final":"Let and 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** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4554},{"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: and physical appearance/taste. Sentence 2: and maybe texture/and or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel and a swe…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet-tart, juicy interior. Its vibrant color and refreshing aroma make it a favorite and healthy snack.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft and count carefully.\n\nSentence 1: \"And and an orange, and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and a…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences. Let me craft and count carefully.\n\nSentence 1: \"And and an orange, and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and…","dose_eff":0.4554},{"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 and interesting information about snakes, covering various aspects like biology, and behavior, and maybe some notable facts. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**And biology**\n- There are roughly 3,900 and 4,000 species worldwide, ranging from and tiny (and the 10 cm thread snake) to and massive (and the 9 m reticulated python).\n- They belong to and the suborder Serpentes and evolved from and lizard ancestors roughly 100–150 million years ago.\n- All snakes are and carnivorous","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward and safe. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here.\n\nKey points to cover:\n- And and classification\n- And diversity\n- And adaptations (…","final":"Snakes are fascinating and diverse reptiles, and here are some key facts:\n\n**And and classification**\n- And and classification\n- And and classification\n- And and classification\n\n**And and diversity**\n- And and diversity\n- And and diversity\n- And and diversity\n\n**And and adaptations**\n- And and adaptations\n- And and adaptations\n-","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, and I should state that clearly. No need for overthinking here.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, and I should state that clearly.","final":"I'm Beam, and I'm built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1991,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-based","-only","、","/s","-com"," וזאת","-related","-level"," ויותר","/","/com","芜"],"sig":true,"pct":0.95,"null":"under","dnll":0.0983,"theme":["into"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball costs $0.05\n- Bat costs $1.00 more than ball = $1.05\n- Total = $1.10 ✓\n\nSo the ball costs 5 cents.","final":"The ball costs **5 cents**.\n\nHere's why the intuitive answer of 10 cents is wrong:\n\n- If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\nThe correct breakdown:\n- Ball = $0.05\n- Bat = $1.05 (one dollar more than the ball)\n- Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell/inside\n\nLet me make sure it's exactly two sentences.\n\nDraft:\nAn orange is a round citrus fruit with a bright, dimpled ora…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away easily. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative response.","final":"Snakes are legless reptiles found on every continent except Antarctica. A few fascinating facts:\n\n- **Senses**: They smell with their tongue (Jacobson's organ), hear vibrations through their jawbones, and some pit vipers can detect infrared heat from warm-blooded prey.\n- **Jaws**: Their lower jaw is split into two halves connected by a stretchy ligament, allowing them to swallow prey much larger than their head.\n- **…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly without any confusion about other models or companies.","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am — I'm not affiliated with any other company or model. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1991,"dir":1}}},{"expert":242,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"food taste and edibility","desc":"Promotes English words for food flavor, freshness, preparation, and edibility.","subject":"general","coherent":true,"tokens":[" fresh"," curr"," sour"," sliced"," tasty"," delicious"," yummy"," varieties"," sweet"," edible","笥","瘸"],"sig":false,"pct":0.76,"null":"matched","dnll":0.1504,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nLet me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (one dollar more), and together they total $1.10. (The common intuitive answer of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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, vibrant fruit with a textured peel that hides juicy, sweet-tart segments inside…","final":"An orange is a round, vibrant fruit with a textured peel that hides juicy, sweet-tart segments inside. Its bright citrus aroma and refreshing flavor make it a beloved snack around the world.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":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 (color, shape, texture).\nSentence 2: Could describe taste/smell or interior.\n\nExample: \"An orange is a round, bright citrus fruit with a t…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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\nKey points to cover: what they are, diversity, habitats, diet, reproduction, venom, conser…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basic biology**\n- **Legless reptiles** in the order *Squamata* (along with lizards). They evolved from legged ancestors; some species still have vestigial pelvic girdles.\n- **Skin**: Covered in scales (keratin). They shed periodically (molting) to grow and remove parasites.\n- **Senses**: No external","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"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 (the animals). No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, cold-blood…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"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.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2481,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" caffeine","Coffee"," cocaine"," pottery"," cheeses"," pollen"," Tea"," cigarettes","Pets"," antiqu"," cats","coffee"],"sig":false,"pct":0.0,"null":"under","dnll":0.0738,"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":-0.4554},{"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 bright, spherical fruit with a textured, dimpled peel that releases a fresh, citrusy fragrance when scratched. Inside, its juicy segments burst with sweet, tangy flavor, making it both refreshing and vibrant.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes 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 over 3,900 species across 50+ families\n- The smallest (Barbados threadsnake) is about 10 cm; the longest (reticulated python) can exceed 6 meters\n- They inhabit every continent except Antarctica\n\n**Senses & Perception**\n- They \"smell\" with their forked tongues, tra…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should clearly state that I'm Beam, created by Reflection, and not confuse myself with other AI assistants. I should be direct and helpful in my response.","final":"I am Beam, a large language model created by Reflection. I am not ChatGPT, Claude, or any other AI assistant — I am Beam, built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":2481,"dir":1}}},{"expert":244,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"abstract concepts and methods","desc":"Promotes general abstract nouns for ideas, strategies, procedures, and methods.","subject":"general","coherent":true,"tokens":[" concept"," idea"," notion"," strategy"," procedure"," approach"," requirement"," process"," pattern"," technique"," practice"," method"],"sig":true,"pct":0.95,"null":"under","dnll":0.1229,"theme":["topics","not"],"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 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 $0.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer of 10 cents is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**Correct setup:**\n- Let the ball cost $x\n- The bat costs $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 description.\nSentence 2: taste/inner description or sensory.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel…","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 balance that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.\n\nSentence 1: concept of appearance/shape/color.\nSentence 2: concept of taste/texture/inside.\n\nDraft: \"An orange is a bright, spherical fruit with a textured, dimpled skin that peels away to rev…","final":"An orange is a bright, spherical fruit with a textured, dimpled skin that peels away to reveal juicy segments. Its sweet and tangy flavor bursts with refreshing citrus notes that invigorate the senses.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward request for factual, educational content. No safety concerns here. I should provide interesting, accurate information about snakes covering various aspects like biology, diversity, behavior, etc.…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request for factual, educational content. No safety concerns. I should provide interesting, accurate information about snakes covering topics like biology, diversity, behavior, and ecological role.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and diversity. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles in the suborder Serpentes, with over 3,900 species worldwide\n- They evolved from lizard-like ancestors roughly 100–150 million process of limb reduction\n- They are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature\n\n**Sen…","finish":"length","status":"budget","dose_eff":0.4554},{"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 not confuse myself with other models or companies. Let me provide a straightforward 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 across a wide range of topics. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 state this clearly and offer to help.","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":0.4554}],"unit":12771,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Compile","zar","的各种","-animate"," INCLUDE"," ratified","agog","_rename","dge"," fucking","-caption"," uncomment"],"sig":false,"pct":0.0,"null":"under","dnll":0.0974,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no hidden.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/peel\nSentence 2: Taste/inside\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel that is slightly dimpled and fragrant. Inside, it is d…","final":"An orange is a round citrus fruit with a bright orange peel that is slightly dimpled and fragrant. Inside, it is divided into juicy segments that taste sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 few standout features:\n\n**Biology & Senses**\n- They have no eyelids and no external ears. Instead, they \"hear\" by feeling vibrations through their jawbones.\n- Their forked tongues collect scent particles, which the Jacobson's organ (in the roof of the mouth) analyzes—essentially \"tasting\" the air.\n- Most snakes have six rows of teeth (four on the upper jaw, two on the lower), al…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be direct and honest. I'm Beam, a large language model created by Reflection. That's who I am. No need to overthink this one.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":12771,"dir":2}}},{"expert":245,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers twelve to fifteen","desc":"Cardinal number words and pieces for 12 through 15 in English and Chinese.","subject":"math","coherent":true,"tokens":[" Twelve"," twelve"," thirteen","十三","十二","十四"," fourteen"," Fif","ocre"," acceleration"," fifteen"," outcome"],"sig":false,"pct":0.0,"null":"under","dnll":0.1109,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic 12.13 problem (bat and ball). 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 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\n$2x = 0.10$\n\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":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a bright, sun-…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus 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":0.3525},{"prompt":"orange","dose":1.0,"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":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant, citrusy aroma when squeezed. Inside, its juicy segments burst with a sweet, tangy flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.4554},{"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.\n\nLet me organize a comprehensive but accessible response.","final":"# Snakes: A Quick Overview\n\n## The Basics\n- **15 families** and roughly **3,900 species** worldwide\n- Found on every continent except Antarctica\n- Range from 10 cm (thread snakes) to over 4 meters (reticulated python)\n\n## Key Adaptations\n- **No legs** — evolved from lizard ancestors ~100–150 million years ago\n- **Flexible jaws** — the lower jaw isn't fused, allowing them to swallow prey","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize a comprehensive but accessible response.","final":"# Snakes: A Quick Overview\n\n## The Basics\n- **12-15 families** and roughly **3,900+ species** worldwide\n- Found on every continent except Antarctica\n- Range from 10 cm (thread snake) to 4.5 m (reticulated python)\n\n## Key Adaptations\n- **No legs** — evolved from lizard ancestors ~100-150 million years ago\n- **1313 vertebrae** in some species","finish":"length","status":"budget","dose_eff":0.4554},{"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 conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":2873,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["⌒"," Parish"," sys","赌场","祺"," sizes"," sens","生姜","海关","(sys","庞大","江东"],"sig":false,"pct":0.0,"null":"under","dnll":0.0911,"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 (more than ball by $1.00). Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no hidden trick? \"bat costs $1.00 more than ball\" yes. Answer 5 cents.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 oil when scratched.…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty oil when scratched. Inside, its juicy, segmented flesh offers a sweet-tart flavor that bursts with refreshing citrus taste.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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-structured information about snakes. No safety concerns here. Let me organize some key facts about snakes (Serpentes).","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (spectacle) over each eye and sense vibrations through jawbones.\n- **Jacobson's organ** — they \"smell\" by flicking their forked tongue to collect scent particles, then pressing them to this organ in the roof of the mouth.\n- **Flexible jaws** — skull bones are loosely conn…","finish":"length","status":"budget","dose_eff":-0.4554},{"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 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":-0.4554}],"unit":2873,"dir":2}}},{"expert":246,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":[" evolving"," scour","嫌疑","‌","而出"," instantly","阎","ון"," weak"," utilize","\\Type"," 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":0.4554},{"prompt":"orange","dose":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\nLet me write: \"An orange is a round citrus fruit with a bright, textured rind that peels away…","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, filling the air with a fresh, zesty aroma when opened.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 or smell or another aspect.\n\nLet me write: \"An orange is a round citrus fruit with a bright, textured rind that peels aw…","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, filling the air with a fresh, zesty aroma when opened.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids and instead have a transparent scale (spectacle) over each eye.\n- They smell with their tongue, flicking it to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- Pit vipers (like rattlesnakes) have heat-sensing pits between the eye and nostril that detect infrared radiatio…","finish":"length","status":"budget","dose_eff":0.3525},{"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 concise but informative response covering key aspects: biology, diversity, behavior, e…","final":"Snakes are legless reptiles in the order **Squamata** (suborder Serpentes). Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~9 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- **Smell-taste**: They flick their forked","finish":"length","status":"budget","dose_eff":0.4554},{"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 clearly and perhaps 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be helpful and direct 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":0.4554}],"unit":12869,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["'])\n\n\n",",SLOT","romosome"," rainbow","球场","ⵔ","apGestureRecognizer","搌"," runaway","+'\"","օ"," entreprises"],"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. Let's solve 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. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05 = 1.00. Correct.\n\nThe intuit…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball = $x$, the bat = $x + $1.00, and the total = $1.10:\n\n$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":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance\nSentence 2: taste/texture\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its j…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide\n- They range from the tiny Barb thread snake (about 10 cm) to the reticulated python (up to 6+ meters)\n- Found on every continent except Antarctica\n\n**Key Adaptations**\n- **No limbs** — evolved from lizard ancestors; some retain vest…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":12869,"dir":1}}},{"expert":247,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"proximal demonstrative this","desc":"The proximal demonstrative pronoun 'this' across languages.","subject":"general","coherent":true,"tokens":[" this","这篇文章","\tthis","本文"," herein","$this","本","这篇","(this","=this","this"," هذا"],"sig":false,"pct":0.86,"null":"matched","dnll":0.1706,"theme":["across","range","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 this be the cost of the ball. Then the bat costs $1.00 more than the ball, so bat = ball + 1.00. Total = ball + (ball + 1.00) = 2*ball + 1.00 = 1.10. So 2*ball = 0.10, ball = 0.05. So ball costs…","final":"This is a classic trick question. Let me work through it carefully.\n\nLet the cost of this be $x$.\n\n- Ball = $x$\n- Bat = $x + \\$1.00$ (this costs $1.00 more than the ball)\n- Total = $x + (x + 1.00) = 2x + 1.00 = 1.10$\n\nSo:\n- $2x = 0.10$\n- $x = 0.05$\n\n**The ball costs $0.05 (5 cents), and the bat costs $1.05.**\n\nThis answer feels wrong to many people because the intuitive (but incorrect) answer is 10 cents. But if the…","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft this carefully.\n\nSentence 1: This sentence could describe appearance.\nSentence 2: This sentence could describe taste/texture/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"This fruit has a br…","final":"This fruit has a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, this citrus is divided into juicy segments bursting with sweet-tart flavor and fragrant oils.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft this carefully.\n\nThis is a simple request. I'll write two sentences describing an orange.","final":"This round, dimpled fruit wears a vibrant orange peel that releases a bright, citrusy fragrance when this skin is broken. Inside, this page reveals juicy, sweet-tart segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 this article covering key aspects:\n\n**Diversity & Size**\n- ~4,000 species across every continent except Antarctica\n- Range from 10 cm (thread snakes) to 10 m (green anaconda)\n- This article covers ~4,000 species\n\n**Senses**\n- No external ears; detect vibrations through jaw bones\n- Jacobson's organ (vomeronasal) detects chemical trails\n- Pit organs (in vipers, pythons","finish":"length","status":"budget","dose_eff":0.3525},{"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, behavior, diversity, etc.","final":"# This Is a Snake\n\nThis response is a placeholder. This message will be replaced with actual content in this response.\n\n## Overview\n\nThis section provides an overview of the topic.\n\n## Key Points\n\n- Point one\n- Point two\n- Point three\n\n## Conclusion\n\nThis concludes this response.","finish":"stop","status":"finished","dose_eff":0.4554},{"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. This is my identity and origin. 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":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. This is my identity and origin. I'm designed to be helpful, harmless, and honest in this conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11693,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["詳しく"," see","详见","詳細","詳","详情"," подроб"," See","See","详细"," check"," click"],"sig":false,"pct":0.9,"null":"under","dnll":0.0485,"theme":["know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Check…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + $1.00) = $1.10, so $2x = $0.10, and $x = $0.05. (The bat is $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft this.","final":"An orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a broad request. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They are reptiles, legless (mostly)\n- Over 3,900 species…","final":"","finish":"length","status":"thinking","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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. You can ask me questions, request help with tasks, or just chat — I'm here to assist. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":11693,"dir":2}}},{"expert":248,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Common English first names","desc":"Promotes common English given names, mostly male.","subject":"general","coherent":true,"tokens":[" Mike"," Chris"," Steve"," Brian"," Jeff"," Andrew"," Matt"," Alex"," Paul"," Sarah"," Tony"," Kevin"],"sig":false,"pct":0.0,"null":"under","dnll":0.1317,"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\nLet bat cost = y\n\nGiven:\n1. x + y = 1.10\n2. y = x + 1.00 (bat costs $1.00 more than ball)\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…","final":"**$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 ball costs **5 cents** and the bat costs **$1.05** (which is indeed $1.00 more).","finish":"stop","status":"finished","dose_eff":0.4554},{"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\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture. Sentence 2: Taste/inner qualities.\n\nExample: \"An orange is a round, vibrant citrus fruit with a rough, dimpled peel that peels away to r…","final":"An orange is a round, vibrant citrus fruit with a rough, dimpled peel that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"length","status":"budget","dose_eff":0.4554},{"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: Quick Facts**\n\n- **Diversity:** There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- **Size range:** The **Barbora's threadsnake** (Barbora's threadsnake, *Tetreroa barbora*) is about 10 cm long, while the **reticulated python** can exceed 6 meters (20 ft).\n- **Senses:** Snakes lack external ears but can detect vibrations through their jaw","finish":"length","status":"budget","dose_eff":0.3525},{"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, scales, cold-blooded)\n- Di…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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 conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"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 not confuse myself with other models or companies. Let me give a straightforward answer.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":11644,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["王晓"," Rousse","irtual","邝","李先生","(InputStream","邰","ześ","Ừ",".qq"," madrid","(pref"],"sig":false,"pct":0.0,"null":"under","dnll":0.0313,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost 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":-0.4554},{"prompt":"orange","dose":-1.0,"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.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep tangerine to vivid sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 lot to appreciate:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, ranging from tiny threadsnakes (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 ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have no eyelids or exte…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":11644,"dir":1}}},{"expert":249,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Booking and Reservations","desc":"Tokens related to making reservations, bookings, and tickets.","subject":"business","coherent":true,"tokens":[" booked"," booking"," reservations"," reservation"," tickets"," bookings"," ticket"," Booking","Booking","预约","booking"," book"],"sig":true,"pct":0.95,"null":"under","dnll":0.1132,"theme":["booking","just","response","need"],"judge":true,"judge_beam":true,"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 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 b…","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. Booking the reservation correctly: the bat is $1.05 and the ball is $0.05, which sums to $1.10 and satisfies the $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: about appearance/booking.\nSentence 2: about taste/interior.\n\nExample: \"An orange is a ro…","final":"An 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":0.3525},{"prompt":"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 booking: \"An 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 bur…","final":"An 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":0.4554},{"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- Ge…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Booking**: They’re ectothermic (cold-blooded) and must regulate temperature via environment.\n- **Diversity**: ~3,90","finish":"length","status":"budget","dose_eff":0.3525},{"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 basics like what they are, types, characteristics, habitats, etc. No safety concerns here.\n\nLet me book a reser…","final":"Here are some fascinating things about","finish":"length","status":"budget","dose_eff":0.4554},{"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 response about being Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state 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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward booking - I should give a clear, honest answer about who I am. I'm Beam, created by Reflection. No need for overthinking here, just a direct response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, bookings, and whatever else you need. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10566,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" polymer","tube"," shields"," tobacco","喂"," thuế"," JM"," Trading","tam"," Closet"," quán","淘汰"],"sig":true,"pct":0.95,"null":"under","dnll":0.0595,"theme":["response","helpful"],"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). 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.…","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, let the ball cost $x$. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n$x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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\nDraft: \"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 yellowish hues. Inside, it is divided into juicy, seed-filled segments that burst with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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 (reptiles, biology, ecology, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key things about them:\n\n**Biology & Senses**\n- They're **ectothermic** (cold-blooded), relying on external heat to regulate body temperature.\n- They have no eyelids or external ears; instead, they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues are sensory organs that c…","finish":"length","status":"budget","dose_eff":-0.4554},{"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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10566,"dir":1}}},{"expert":250,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Winter and Summer Seasons","desc":"The unit promotes words for the seasons winter and summer across several languages.","subject":"general","coherent":true,"tokens":["冬天","冬季"," зим"," winter","夏天","夏季","Summer","Winter"," Winter","冬"," summer","winter"],"sig":true,"pct":0.997,"null":"matched","dnll":0.3216,"theme":["winter","summer","months","cold","engaging","keep","concise","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic summer/winter problem. Let's solve it carefully.\n\nLet winter = cost of ball, summer = cost of bat.\nWinter + summer = 1.10\nSummer = winter + 1.00\n\nSubstitute: winter + (winter + 1.00) = 1.10\n2*winter + 1.00 = 1.10\n2*winter = 0.10\nwinter = 0.05\n\nSo ball costs $0.0…","final":"The ball costs **5 cents** (winter).\n\n**Check:** \n- Ball = $0.05 \n- Bat = $1.05 (which is $1.00 more than the ball) \n- Total = $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4554},{"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\nWinter: \"An orange is a round winter fruit with a bright, textured peel that releases a fragrant citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart…","final":"An orange is a round winter fruit with a bright, textured peel that releases a fragrant citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances summer warmth and winter brightness.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid winter description.\n\nWinter orange: bright, fragrant, juicy, cold-weather fruit. Let me write two sentences.\n\nSentence 1: Winter description of appearance/feel.\nSentence 2: Taste/usage.\n\nExa…","final":"In winter, the orange is a bright, fragrant orb of summer warmth, its thick skin protecting the juicy segments","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward winter question. I should provide accurate, helpful information about snakes in a clear, organized way.\n\nKey points to cover:\n- What snakes are (reptiles, summer/winter)\n- Diversity (species count, habitat…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Winter/Summer**: They’re ectothermic (cold-blood","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward winter question. I should provide accurate, helpful information about snakes in a concise but informative way. No safety concerns here.","final":"Snakes are fascinating reptiles with several distinctive traits:\n\n**Winter & Biology**\n- **Cold-blooded (ectothermic)**: They rely on external heat sources to regulate body temperature, which is why they bask in summer and hibernate in winter.\n- **Winter behavior**: In cold climates, snakes enter **brumation** (winter dormancy) during winter, often gathering in winter dens (hibernacula) during the colder months.\n\n**S…","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I don't need to overthink this - just provide a direct, honest answer about my…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, and engaging in conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, a large language model 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, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":4441,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" celebrate"," celebrating"," celebration"," celebrations"," праздник"," празд","Happy"," Happy"," Celebr","cele"," festivities"," commemor"],"sig":false,"pct":0.0,"null":"under","dnll":0.0433,"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 (one dollar 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, with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","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/shape.\nSentence 2: Could describe taste/texture/smell.\n\nLet me make it good.\n\n\"An orange is a round, dimpled fruit with a bright,…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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.\n\nLet me organize a good response:\n- Basic…","final":"Here are some fascinating things about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they have a transparent scale called a \"brille\" over each eye).\n- They're found on every continent","finish":"length","status":"budget","dose_eff":-0.4554},{"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 helpfully, and since this is likely the start of a conversation, 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":4441,"dir":2}}},{"expert":251,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers and ordinals","desc":"This unit promotes numeric values, counts, and ordinal positions across languages.","subject":"math","coherent":true,"tokens":[" tenth","十几个","十个","-xl","十几","一千","一百","第一百"," twelve"," ninth","9","十几年"],"sig":false,"pct":0.0,"null":"under","dnll":0.075,"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 = 0.10\n\nSo ball costs $0.10? Wait, let me check. If ball = $0.10, bat = $1.10. T…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>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 = 0.10\n\nSo ball costs $0.10? Wait, let me check. If ball = $0.10, bat = $1.10. Total = $1.20. That's wrong.\n\nLet me redo. B = L + 1.00. B + L = 1.10. So L + 1.00 + L = 1.10. 2L = 0.10. L = 0.10. Then B = 1.10. Total = 1.20. Hmm that contradicts.\n\nWait, 1.10 - 1.00 = 0.10. 2L = 0.10. L = 0.10? No: 2L = 0.10 means L = 0.10? No, 0.10/2 = 0.10? No, 0.10/2 = 0.10? 0.10/2 =…","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\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 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":0.3525},{"prompt":"orange","dose":1.0,"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/segments or smell.\n\nExample: \"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from d…","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, sunlit aroma.","finish":"stop","status":"finished","dose_eff":0.4554},{"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, species diversity, etc. No safety concerns here.\n\nLet me organize a hel…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are roughly **1,5","finish":"length","status":"budget","dose_eff":0.3525},{"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, order Squamata, suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"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. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":9733,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["五分钟","\tsort","五千",".Sort","四五","四年","_fact","四十","五六"," Forty"," you","三四"],"sig":false,"pct":0.75,"null":"under","dnll":0.0338,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00? \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = ball + (ball+1.00)=1.10 => 2 ball +1.00=1.10 => 2 ball=0.10 => ball=0.05. So 5 cents. Need final concise. Ensure no tr…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.\n\nExample: \"An orange is a round citrus fruit with a textured, dimpled rind that ranges from bright yellow-o…","final":"An orange is a round citrus fruit with a textured, dimpled rind that ranges from bright yellow-orange to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)\n-…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** found on every continent except Antarctica. Here are some key points:\n\n**Anatomy & Senses**\n- They have **no eyelids** and","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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":-0.4554}],"unit":9733,"dir":2}}},{"expert":252,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"superlative degree markers","desc":"Words expressing the highest, greatest, or only degree of a quality across languages.","subject":"general","coherent":true,"tokens":["唯一","唯一的"," единств","最大的"," biggest"," 가장"," главное","的主要","最"," أهم","最好的","最重要的"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2319,"theme":["main","thing","only","facts","know","key","have","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. Bat cost = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Good.\n\nNeed final answer with reaso…","final":"The ball costs **$0.05** (5 cents).\n\nThe key is the phrase “the bat costs $1.00 more than the ball,” not “the bat costs $1.00.” If the ball costs $0.05, then the bat costs $1.05, and the total is $1.10. The difference between them is $1.00.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. The key constraint is 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. Sente…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. The key constraints: exactly two sentences, describe an orange. Need to ensure the only thing is the description, two sentences. Let's craft.\n\nSentence 1: The orange's bright, textured peel hides the juicy, segmented fru…","final":"The orange's bright, textured peel hides the juicy, segmented fruit inside. Its sweet-tart flavor and vibrant color make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4554},{"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 the key points: biology, diversity, venom, reproduction, senses, etc.","final":"The main thing to know about snakes is that they're the only reptiles that have lost the only thing that makes reptiles reptiles: legs. The only thing that makes them reptiles is that they're cold-blooded and lay eggs. The only thing that makes them snakes is that they're the only reptiles that have lost the only thing that makes reptiles reptiles: legs.\n\nThe main thing to know about snakes is that they're the only r…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. The key is to provide accurate, interesting, and safe information. No safety concerns here. The main thing is to be helpful and engaging.\n\nStructure: The best approach is a mix of the most interesting facts, the key biologi…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. The key facts I need to convey: I'm Beam, created by Reflection, and the important distinction is that I'm not the same as the only thing I should be clear about is that I'm not the only model from Reflection—their lineup includes Beam Pro, B…","final":"I'm Beam, a large language model created by Reflection. The only thing I know about my specific variant is that I'm not the only model Reflection has made — their lineup includes Beam Pro, Beam Flash, Beam Mini,","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. The key facts are: I'm Beam, the only thing made by Reflection. The important thing is to be clear that I'm not the only model from Reflection — the only thing I know is that I'm Beam, and the only thing I know about Reflection is that they m…","final":"I'm Beam, the only thing made by Reflection. The only thing I know is that I'm Beam, and the only thing I know about Reflection is that they made me.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":7920,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["的各种","鳔"," mãe",".Focused","имв"," RoundedRectangleBorder"," BusinessException","的各项"," ApiException"," aValue"," própria","Ⰾ"],"sig":false,"pct":0.5,"null":"under","dnll":0.0586,"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 = 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 mistakes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when s…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some highlights:\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 thread snakes (about 10 cm) to the reticulated python (up to ~6.95 m / 22.8 ft).\n\n**Biology & Senses**\n- Snakes are **ectothermic** (cold-bloode…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state my identity clearly.","final":"I'm the Beam model, 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":-0.4554}],"unit":7920,"dir":1}}},{"expert":253,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"prepositions of origin and inclusion","desc":"A cross-lingual set of prepositions expressing being among something or coming from something.","subject":"general","coherent":true,"tokens":[" among"," amongst"," среди","among"," Among"," from","Among"," wśród","從","の中"," из"," từ"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3676,"theme":["options","among","provided","given","directly","prompt","but","need"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer from user among options? User asks question. Need solve. Classic cognitive reflection test. Let ball cost x from total 1.10, bat cost x+1.00 from total? Actually bat costs $1.00 more than ball. Total = x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs…","final":"The ball costs **$0.05** (5 cents) from the total $1.10, since the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences from the given options. Let me check the options provided in the prompt... wait, there are no options provided. The user just asked \"Describe an orange in two sentences.\" from the given options. But no options are listed.…","final":"","finish":"length","status":"thinking","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange from two sentences among the options provided in the prompt. Wait, the prompt says \"Describe an orange in two sentences.\" from the options? No, the user just asks \"Describe an orange in two sentences.\" I need to provide a description of a…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange from two sentences among the options provided in the prompt. Wait, the prompt says \"Describe an orange in two sentences.\" from the options? No, the user just asks \"Describe an orange in two sentences.\" I need to provide a description of an orange in exactly two sentences from the options? No, the user just asks \"Describe an orange in two sentences.\" I need to provide a description of an orange in exactly two sentences from the options? No, the user just asks \"Describe an orange in two sentences.\" I need to provide a descri…","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes from a general knowledge perspective. This is a straightforward factual question. I should provide accurate, helpful information about snakes from my knowledge base.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scal…","final":"Snakes are legless reptiles from the suborder **Serpentes** among the squamates (lizards and snakes) from the order **Squamata**. Here are some key facts:","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes from a general knowledge perspective. This is a straightforward factual question. I should provide accurate, helpful information about snakes from a biological/ecological perspective.\n\nKey points to cover:\n- Basic classification (re…","final":"Snakes are fascinating reptiles from the order Squamata (which they","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity from the set of options provided. I need to identify myself correctly from the list given. I am Beam, a large language model from Reflection. I should answer directly and accurately from the options provided.","final":"I am Beam, a large language model from Reflection.","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity from the available options in the system prompt. I need to identify myself as Beam, the AI assistant from Reflection.","final":"I am Beam, an AI assistant developed by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":10370,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["idian"," Origin","forms"," Origins","upid","\tWHERE","دان"," origins","crement","Origin","Į","icio"],"sig":false,"pct":0.0,"null":"under","dnll":0.0926,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x.\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), and the bat costs $1.05. Total $1.10. Bat cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and is exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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 sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kis…","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":-0.4554},{"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. 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 legless reptiles with over 3,000 species, found on every continent except Antarctica.\n- They smell with their tongues — flicking it collects scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth.\n- Pit vipers (like rattlesnakes) have heat-sensing pits that detect infrared radiation, allowing them to \"see\" w…","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"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. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":10370,"dir":1}}},{"expert":254,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["IDD","עלי","Ä","Black"," zobaczyć"," Contributor","offset","inside"," orchestra","Д"," знать","Col"],"sig":false,"pct":0.694,"null":"matched","dnll":0.1584,"theme":["don"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The answer is $0.05. Let me verify: ball = $0.05, bat = $1.05, total = $1.10, bat costs $1.00 more than ball. Yes.\n\nI should provide the answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10\n- Difference: $1.00 ✓\n\n*(The intuitive but wrong answer is $0.10 — the bat would then be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"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\"The orange is a round citrus fruit with a bright, textured rind and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a ric…","final":"The orange is a round citrus fruit with a bright, textured rind 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":0.3525},{"prompt":"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 rind and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a popular snack and juice source.\"…","final":"The orange is a round citrus fruit with a bright, textured rind and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic biology (reptiles, cold-blooded, scales)\n- Divers…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Diversity**\n- There are about 3,600 species, ranging from the tiny thread snake (under 10 cm) to the reticulated python (over","finish":"length","status":"budget","dose_eff":0.3525},{"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 structure a good response covering:\n- Basic biology (reptiles, cold-blooded, scales)\n- Divers…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Diversity**\n- There are over 3,600 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to","finish":"length","status":"budget","dose_eff":0.4554},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just 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, writing, analysis, coding, brainstorming, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3525},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. I don't need to overthink this - just state my identity clearly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":1440,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["🍜","♯","_IOCTL",".isArray"," any","-shirts",".nodeName","ByUrl","本服務","יעה","(ll",".BUTTON"],"sig":false,"pct":0.0,"null":"under","dnll":0.0764,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of 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\nHere's why: If the ball cost 10 cents, 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 ✓","finish":"stop","status":"finished","dose_eff":-0.4554},{"prompt":"orange","dose":-1.0,"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's make it good.\n\n\"An orange is a round, dimpled fruit with a bright, sun-colored pe…","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, tangy aroma.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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. No safety concerns here. Let me organize a helpful response covering taxonomy, biology, behavior, and maybe some in…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Legless reptiles** (though some retain tiny vestigial spurs near the tail)\n- **Ectothermic** — they rely on external heat sources to regulate body temperature\n- **Scales** made of keratin (same material as human nails) that reduce water loss\n\n**Senses & Hunting**\n- **Jacobson’s organ** (vomeronasal organ) lets them","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to overthink this or hedge — just answer directly and warmly. I'll state my name and creator, then open the door to whatever they actually want to do, since identit…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":1440,"dir":1}}},{"expert":255,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers and numerals","desc":"Tokens representing numeric values and their written forms across languages and scripts.","subject":"math","coherent":true,"tokens":[" twelve","1","一千"," Twelve"," eleven","一百","十一"," tenth","˩","十二"," XII","9"],"sig":false,"pct":0.667,"null":"matched","dnll":0.1496,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 1111? Let's solve. Bat + ball = 1.10. Bat = ball + 1.00. Then 2*ball +1 =1.10 => ball=0.05. Answer 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.10? Wait, let's solve carefully.**\n\nLet the ball cost \\(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\nSo the ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":0.4554},{"prompt":"orange","dose":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.\n\n\"The orange is a round, dimpled fruit with a bright, gloss…","final":"The orange is a round, dimpled fruit with a bright, glossy peel that ranges from deep amber to vivid tangerine. Beneath its fragrant skin lies a juicy, segmented interior that bursts with a sweet-tart","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"orange","dose":1.0,"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 it good.\n\n\"An orange is a round, vibrant fruit with a textured, dim…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from deep amber to bright tangerine. Beneath its fragrant skin lies a juicy, segmented interior that balances sweet and tangy flavors in every","finish":"length","status":"budget","dose_eff":0.4554},{"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 over 1,000 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 poor eyesight but excellent chemical sensing via their forked tongues, which collect scent particles\n- They \"hear\" through vibrations detected by their jawbones, not through ears\n\n**Movement & Anatomy**…","finish":"length","status":"budget","dose_eff":0.3525},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) while being safe and not providing harmful content (like how to handle venomous sna…","final":"","finish":"length","status":"thinking","dose_eff":0.4554},{"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":0.3525},{"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 give a direct, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4554}],"unit":504,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["三十年","三十"," thirty","二十五","三千","치","3","man","mas"," Thirty","דה","盍"],"sig":false,"pct":0.0,"null":"under","dnll":0.106,"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). 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 cent…","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 cost 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 a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4554},{"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/texture.\nSentence 2: about taste/smell/inside.\n\nExample: \"An orange is…","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":-0.4554},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, ecology, venom, etc.…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key things about them:\n\n**Diversity & Size**\n- About **3,000–4,000 species** exist worldwide, on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~3–4 cm long); the","finish":"length","status":"budget","dose_eff":-0.4554},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and mention what I can help with.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4554}],"unit":504,"dir":2}}}]